{ "generated_at": "2026-10-02T16:55:19+00:00", "count": 700, "models": [ { "id": "nvidia-nemotron-3-nano-30b-a3b", "name": "NVIDIA Nemotron 3 Nano 30B-A3B", "developer": "NVIDIA", "family": "Nemotron 3", "variant": "Nano 30B-A3B", "model": { "parameters": "31B total / ~3B active", "total_parameters_billions": 31.0, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "reasoning", "text", "moe" ] }, "license": { "id": "other", "name": "nvidia-nemotron-open-model-license", "url": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-nemotron-open-model-license/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercially usable subject to NVIDIA license conditions", "basis": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-nemotron-open-model-license/" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-nemotron-open-model-license/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 62.0, "fp8_int8": 31.0, "int4": 15.5 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B-BF16", "lineage": { "family": "Nemotron 3", "variant": "Nano 30B-A3B", "parent": "not-yet-verified", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "NeMo", "SGLang", "TensorRT-LLM", "llama.cpp", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-24T23:50:04.000Z", "downloads": 836089, "likes": 824, "sha": "bf77c3174f68ad409e1c2aa60daeb46e32d1c606", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "nemotron_h", "text-generation", "nvidia", "pytorch", "conversational", "custom_code", "en", "es", "fr", "de", "ja", "it", "dataset:nvidia/Nemotron-Pretraining-Code-v1", "dataset:nvidia/Nemotron-CC-v2", "dataset:nvidia/Nemotron-Pretraining-SFT-v1", "dataset:nvidia/Nemotron-CC-Math-v1", "dataset:nvidia/Nemotron-Pretraining-Code-v2", "dataset:nvidia/Nemotron-Pretraining-Specialized-v1", "dataset:nvidia/Nemotron-CC-v2.1", "dataset:nvidia/Nemotron-CC-Code-v1", "dataset:nvidia/Nemotron-Pretraining-Dataset-sample", "dataset:nvidia/Nemotron-Competitive-Programming-v1", "dataset:nvidia/Nemotron-Math-v2", "dataset:nvidia/Nemotron-Agentic-v1", "dataset:nvidia/Nemotron-Math-Proofs-v1", "dataset:nvidia/Nemotron-Instruction-Following-Chat-v1", "dataset:nvidia/Nemotron-Science-v1", "dataset:nvidia/Nemotron-3-Nano-RL-Training-Blend", "arxiv:2512.20848", "arxiv:2512.20856", "license:other", "eval-results", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ], "created_at": "2025-12-04T03:37:11.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: verified." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/nvidia-nemotron-3-nano-30b-a3b/", "history_url": "https://openmodelweights.com/models/nvidia-nemotron-3-nano-30b-a3b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/nvidia-nemotron-3-nano-30b-a3b.json" }, { "id": "mistral-small-4-119b-a6b", "name": "Mistral Small 4 119B A6B", "developer": "Mistral AI", "family": "Mistral Small 4", "variant": "119B-A6B", "model": { "parameters": "119B total / 6.5B active", "total_parameters_billions": 119.0, "context": { "value": 1048576, "display": "1,048,576 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Text + image → text", "tags": [ "reasoning", "multimodal", "agents", "moe" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 238.0, "fp8_int8": 119.0, "int4": 59.5 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/mistralai/Mistral-Small-4-119B-2603", "lineage": { "family": "Mistral Small 4", "variant": "119B-A6B", "parent": "not-yet-verified", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": null, "pipeline_tag": null, "declared": [ "vLLM" ], "mentioned_in_model_card": [ "SGLang", "Transformers", "llama.cpp", "mistral-common" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-07-15T12:23:29.000Z", "downloads": 54732, "likes": 430, "sha": "a11f36bebf709121056b1dbcc943d1c6afbe494d", "library_name": null, "pipeline_tag": null, "tags": [ "safetensors", "mistral3", "vLLM", "en", "fr", "de", "es", "pt", "it", "ja", "ko", "ru", "zh", "ar", "fa", "id", "ms", "ne", "pl", "ro", "sr", "sv", "tr", "uk", "vi", "hi", "bn", "license:apache-2.0", "eval-results", "fp8", "deploy:azure", "region:us" ], "created_at": "2026-01-23T13:14:14.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: verified." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/mistral-small-4-119b-a6b/", "history_url": "https://openmodelweights.com/models/mistral-small-4-119b-a6b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/mistral-small-4-119b-a6b.json" }, { "id": "qwen3-32b", "name": "Qwen3-32B", "developer": "Qwen", "family": "Qwen3", "variant": "32B", "model": { "parameters": "32.8B", "total_parameters_billions": 32.8, "context": { "value": 40960, "display": "40,960 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "reasoning", "text", "agents" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3-32B/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3-32B/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3-32B/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 65.6, "fp8_int8": 32.8, "int4": 16.4 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3-32B", "lineage": { "family": "Qwen3", "variant": "32B", "parent": "not-yet-verified", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "MLX", "Ollama", "SGLang", "llama.cpp", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-07-26T03:45:22.000Z", "downloads": 4045129, "likes": 754, "sha": "9216db5781bf21249d130ec9da846c4624c16137", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "qwen3", "text-generation", "conversational", "arxiv:2309.00071", "arxiv:2505.09388", "license:apache-2.0", "eval-results", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ], "created_at": "2025-04-27T03:52:59.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: verified." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/qwen3-32b/", "history_url": "https://openmodelweights.com/models/qwen3-32b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen3-32b.json" }, { "id": "deepseek-r1", "name": "DeepSeek-R1", "developer": "DeepSeek", "family": "DeepSeek-R1", "variant": "Base release", "model": { "parameters": "671B total / 37B active", "total_parameters_billions": 671.0, "context": { "value": 163840, "display": "163,840 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "reasoning", "text", "moe" ] }, "license": { "id": "mit", "name": "MIT", "url": "https://huggingface.co/deepseek-ai/DeepSeek-R1/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": "https://huggingface.co/deepseek-ai/DeepSeek-R1/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/deepseek-ai/DeepSeek-R1/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1342.0, "fp8_int8": 671.0, "int4": 335.5 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/deepseek-ai/DeepSeek-R1", "lineage": { "family": "DeepSeek-R1", "variant": "Base release", "parent": "not-yet-verified", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-03-27T04:01:59.000Z", "downloads": 968888, "likes": 14314, "sha": "56d4cbbb4d29f4355bab4b9a39ccb717a14ad5ad", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "deepseek_v3", "text-generation", "conversational", "custom_code", "arxiv:2501.12948", "license:mit", "eval-results", "text-generation-inference", "endpoints_compatible", "fp8", "deploy:sagemaker", "region:us" ], "created_at": "2025-01-20T03:46:07.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: verified." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/deepseek-r1/", "history_url": "https://openmodelweights.com/models/deepseek-r1/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/deepseek-r1.json" }, { "id": "gpt-oss-120b", "name": "gpt-oss-120b", "developer": "OpenAI", "family": "gpt-oss", "variant": "120B", "model": { "parameters": "117B total / 5.1B active", "total_parameters_billions": 117.0, "context": { "value": 131072, "display": "131,072 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "reasoning", "text", "agents", "moe" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/openai/gpt-oss-120b/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/openai/gpt-oss-120b/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/openai/gpt-oss-120b/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 234.0, "fp8_int8": 117.0, "int4": 58.5 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/openai/gpt-oss-120b", "lineage": { "family": "gpt-oss", "variant": "120B", "parent": "not-yet-verified", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers", "vLLM" ], "mentioned_in_model_card": [ "Ollama" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-08-26T17:25:03.000Z", "downloads": 4494743, "likes": 5342, "sha": "b5c939de8f754692c1647ca79fbf85e8c1e70f8a", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "gpt_oss", "text-generation", "vllm", "conversational", "arxiv:2508.10925", "license:apache-2.0", "eval-results", "endpoints_compatible", "8-bit", "mxfp4", "deploy:sagemaker", "deploy:azure", "region:us" ], "created_at": "2025-08-04T22:33:06.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: verified." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/gpt-oss-120b/", "history_url": "https://openmodelweights.com/models/gpt-oss-120b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/gpt-oss-120b.json" }, { "id": "gemma-3-27b-it", "name": "Gemma 3 27B IT", "developer": "Google", "family": "Gemma 3", "variant": "27B IT", "model": { "parameters": "27B", "total_parameters_billions": 27.0, "context": { "value": 128000, "display": "128,000 tokens", "status": "verified", "evidence": [ { "source": "README.md", "detail": "explicit context statement" } ] }, "modality": "Text + image → text", "tags": [ "multimodal", "text", "vision" ] }, "license": { "id": "gemma", "name": "gemma", "url": "https://ai.google.dev/gemma/terms", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use permitted subject to Gemma Terms", "basis": "https://ai.google.dev/gemma/terms" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://ai.google.dev/gemma/terms" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 54.0, "fp8_int8": 27.0, "int4": 13.5 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/google/gemma-3-27b-it", "lineage": { "family": "Gemma 3", "variant": "27B IT", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "google/gemma-3-27b-pt" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-03-21T20:29:02.000Z", "downloads": 417827, "likes": 2044, "sha": "005ad3404e59d6023443cb575daa05336842228a", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "gemma3", "image-text-to-text", "conversational", "arxiv:1905.07830", "arxiv:1905.10044", "arxiv:1911.11641", "arxiv:1904.09728", "arxiv:1705.03551", "arxiv:1911.01547", "arxiv:1907.10641", "arxiv:1903.00161", "arxiv:2009.03300", "arxiv:2304.06364", "arxiv:2103.03874", "arxiv:2110.14168", "arxiv:2311.12022", "arxiv:2108.07732", "arxiv:2107.03374", "arxiv:2210.03057", "arxiv:2106.03193", "arxiv:1910.11856", "arxiv:2502.12404", "arxiv:2502.21228", "arxiv:2404.16816", "arxiv:2104.12756", "arxiv:2311.16502", "arxiv:2203.10244", "arxiv:2404.12390", "arxiv:1810.12440", "arxiv:1908.02660", "arxiv:2312.11805", "base_model:google/gemma-3-27b-pt", "base_model:finetune:google/gemma-3-27b-pt", "license:gemma", "eval-results", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "region:us" ], "created_at": "2025-03-01T19:10:19.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: verified." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/gemma-3-27b-it/", "history_url": "https://openmodelweights.com/models/gemma-3-27b-it/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/gemma-3-27b-it.json" }, { "id": "llama-3-3-70b-instruct", "name": "Llama 3.3 70B Instruct", "developer": "Meta", "family": "Llama 3.3", "variant": "70B Instruct", "model": { "parameters": "71B", "total_parameters_billions": 71.0, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text", "tags": [ "text", "multilingual", "instruct" ] }, "license": { "id": "llama3.3", "name": "llama3.3", "url": "https://www.llama.com/llama3/license/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed subject to Llama community-license conditions", "basis": "https://www.llama.com/llama3/license/" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.llama.com/llama3/license/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 142.0, "fp8_int8": 71.0, "int4": 35.5 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/meta-llama/Llama-3.3-70B-Instruct", "lineage": { "family": "Llama 3.3", "variant": "70B Instruct", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "meta-llama/Llama-3.1-70B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-12-21T18:28:01.000Z", "downloads": 422052, "likes": 3091, "sha": "6f6073b423013f6a7d4d9f39144961bfbfbc386b", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "llama", "text-generation", "facebook", "meta", "pytorch", "llama-3", "conversational", "en", "fr", "it", "pt", "hi", "es", "th", "de", "arxiv:2204.05149", "base_model:meta-llama/Llama-3.1-70B", "base_model:finetune:meta-llama/Llama-3.1-70B", "license:llama3.3", "eval-results", "text-generation-inference", "endpoints_compatible", "region:us" ], "created_at": "2024-11-26T16:08:47.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: verified." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/llama-3-3-70b-instruct/", "history_url": "https://openmodelweights.com/models/llama-3-3-70b-instruct/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/llama-3-3-70b-instruct.json" }, { "id": "qwen-image-2-1", "name": "Qwen-Image-2.1", "developer": "Qwen", "family": "Qwen Image 2.1", "variant": "Qwen-Image-2.1", "model": { "parameters": "7B", "total_parameters_billions": 7.0, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text-to-image", "tags": [ "text-to-image", "qwen image 2.1" ] }, "license": { "id": "other", "name": "Qwen Research License", "url": "https://huggingface.co/Qwen/Qwen-Image-2.1/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "separate-license-required", "label": "Commercial use requires a separate Qwen license", "basis": "https://huggingface.co/Qwen/Qwen-Image-2.1/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen-Image-2.1/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 14.0, "fp8_int8": 7.0, "int4": 3.5 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen-Image-2.1", "lineage": { "family": "Qwen Image 2.1", "variant": "Qwen-Image-2.1", "parent": "not-yet-verified", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Diffusers", "pipeline_tag": "text-to-image", "declared": [ "Diffusers" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-30T02:14:09.000Z", "downloads": 81738, "likes": 2819, "sha": "d26bb61231c349cf6b7896fa83353113880e1ba3", "library_name": "diffusers", "pipeline_tag": "text-to-image", "tags": [ "diffusers", "safetensors", "qwen", "image-generation", "image-editing", "rgba", "text-to-image", "license:other", "diffusers:QwenImage21Pipeline", "region:us" ], "created_at": "2026-09-14T03:47:26.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/qwen-image-2-1/", "history_url": "https://openmodelweights.com/models/qwen-image-2-1/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-image-2-1.json" }, { "id": "qwen3guard-stream-4b", "name": "Qwen3Guard-Stream-4B", "developer": "Qwen", "family": "Qwen3Guard", "variant": "Stream-4B", "model": { "parameters": "4B", "total_parameters_billions": 4.0, "context": { "value": 8192, "display": "8,192 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Safety / feature extraction", "tags": [ "safety / feature extraction", "qwen3guard" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3Guard-Stream-4B/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3Guard-Stream-4B/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3Guard-Stream-4B/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 8.0, "fp8_int8": 4.0, "int4": 2.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3Guard-Stream-4B", "lineage": { "family": "Qwen3Guard", "variant": "Stream-4B", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3-4B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "feature-extraction", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-27T02:00:18.000Z", "downloads": 540, "likes": 28, "sha": "0e281784acd1370a2527aece964bcb267927f799", "library_name": "transformers", "pipeline_tag": "feature-extraction", "tags": [ "transformers", "safetensors", "qwen3", "feature-extraction", "custom_code", "arxiv:2510.14276", "base_model:Qwen/Qwen3-4B", "base_model:finetune:Qwen/Qwen3-4B", "license:apache-2.0", "text-embeddings-inference", "endpoints_compatible", "region:us" ], "created_at": "2025-09-23T11:49:13.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/qwen3guard-stream-4b/", "history_url": "https://openmodelweights.com/models/qwen3guard-stream-4b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen3guard-stream-4b.json" }, { "id": "qwen3guard-stream-0-6b", "name": "Qwen3Guard-Stream-0.6B", "developer": "Qwen", "family": "Qwen3Guard", "variant": "Stream-0.6B", "model": { "parameters": "0.6B", "total_parameters_billions": 0.6, "context": { "value": 8192, "display": "8,192 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Safety / feature extraction", "tags": [ "safety / feature extraction", "qwen3guard" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3Guard-Stream-0.6B/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3Guard-Stream-0.6B/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3Guard-Stream-0.6B/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1.2, "fp8_int8": 0.6, "int4": 0.3 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3Guard-Stream-0.6B", "lineage": { "family": "Qwen3Guard", "variant": "Stream-0.6B", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3-0.6B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "feature-extraction", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-27T02:00:16.000Z", "downloads": 3976, "likes": 37, "sha": "74e1479150e9029d6778993f00491108323bb6f8", "library_name": "transformers", "pipeline_tag": "feature-extraction", "tags": [ "transformers", "safetensors", "qwen3", "feature-extraction", "custom_code", "arxiv:2510.14276", "base_model:Qwen/Qwen3-0.6B", "base_model:finetune:Qwen/Qwen3-0.6B", "license:apache-2.0", "text-embeddings-inference", "endpoints_compatible", "region:us" ], "created_at": "2025-09-23T11:46:30.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/qwen3guard-stream-0-6b/", "history_url": "https://openmodelweights.com/models/qwen3guard-stream-0-6b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen3guard-stream-0-6b.json" }, { "id": "qwen3guard-stream-8b", "name": "Qwen3Guard-Stream-8B", "developer": "Qwen", "family": "Qwen3Guard", "variant": "Stream-8B", "model": { "parameters": "8B", "total_parameters_billions": 8.0, "context": { "value": 8192, "display": "8,192 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Safety / feature extraction", "tags": [ "safety / feature extraction", "qwen3guard" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3Guard-Stream-8B/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3Guard-Stream-8B/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3Guard-Stream-8B/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 16.0, "fp8_int8": 8.0, "int4": 4.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3Guard-Stream-8B", "lineage": { "family": "Qwen3Guard", "variant": "Stream-8B", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3-8B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "feature-extraction", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-27T02:00:07.000Z", "downloads": 721, "likes": 42, "sha": "d3438047616e8d782834268cdadecc34064fe4d9", "library_name": "transformers", "pipeline_tag": "feature-extraction", "tags": [ "transformers", "safetensors", "qwen3", "feature-extraction", "custom_code", "arxiv:2510.14276", "base_model:Qwen/Qwen3-8B", "base_model:finetune:Qwen/Qwen3-8B", "license:apache-2.0", "text-embeddings-inference", "endpoints_compatible", "region:us" ], "created_at": "2025-09-23T11:52:50.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/qwen3guard-stream-8b/", "history_url": "https://openmodelweights.com/models/qwen3guard-stream-8b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen3guard-stream-8b.json" }, { "id": "qwen-image-2-1-pe-i2i", "name": "Qwen-Image-2.1-PE-I2I", "developer": "Qwen", "family": "Qwen Image 2.1", "variant": "Qwen-Image-2.1-PE-I2I", "model": { "parameters": "9B", "total_parameters_billions": 9.0, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image-to-image", "tags": [ "image-to-image", "qwen image 2.1" ] }, "license": { "id": "other", "name": "Qwen Research License", "url": "https://huggingface.co/Qwen/Qwen-Image-2.1-PE-I2I/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "separate-license-required", "label": "Commercial use requires a separate Qwen license", "basis": "https://huggingface.co/Qwen/Qwen-Image-2.1-PE-I2I/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen-Image-2.1-PE-I2I/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 18.0, "fp8_int8": 9.0, "int4": 4.5 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen-Image-2.1-PE-I2I", "lineage": { "family": "Qwen Image 2.1", "variant": "Qwen-Image-2.1-PE-I2I", "parent": "not-yet-verified", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": null, "pipeline_tag": null, "declared": [], "mentioned_in_model_card": [ "Diffusers", "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-20T11:59:48.000Z", "downloads": 10725, "likes": 54, "sha": "72927bc08afc99b7888ceb7d7d51a12db3700bbd", "library_name": null, "pipeline_tag": null, "tags": [ "safetensors", "qwen3_5", "qwen", "prompt-rewriting", "image-editing", "license:other", "region:us" ], "created_at": "2026-09-20T08:46:47.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/qwen-image-2-1-pe-i2i/", "history_url": "https://openmodelweights.com/models/qwen-image-2-1-pe-i2i/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-image-2-1-pe-i2i.json" }, { "id": "qwen-image-2-1-pe-t2i", "name": "Qwen-Image-2.1-PE-T2I", "developer": "Qwen", "family": "Qwen Image 2.1", "variant": "Qwen-Image-2.1-PE-T2I", "model": { "parameters": "9B", "total_parameters_billions": 9.0, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Text-to-image", "tags": [ "text-to-image", "qwen image 2.1" ] }, "license": { "id": "other", "name": "Qwen Research License", "url": "https://huggingface.co/Qwen/Qwen-Image-2.1-PE-T2I/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "separate-license-required", "label": "Commercial use requires a separate Qwen license", "basis": "https://huggingface.co/Qwen/Qwen-Image-2.1-PE-T2I/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen-Image-2.1-PE-T2I/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 18.0, "fp8_int8": 9.0, "int4": 4.5 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen-Image-2.1-PE-T2I", "lineage": { "family": "Qwen Image 2.1", "variant": "Qwen-Image-2.1-PE-T2I", "parent": "not-yet-verified", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": null, "pipeline_tag": "text-to-image", "declared": [], "mentioned_in_model_card": [ "Diffusers", "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-20T11:59:46.000Z", "downloads": 6922, "likes": 57, "sha": "f3ed7985c788ad75b3ab7223e0c4c51e2a43545b", "library_name": null, "pipeline_tag": "text-to-image", "tags": [ "safetensors", "qwen3_5", "qwen", "prompt-rewriting", "text-to-image", "license:other", "region:us" ], "created_at": "2026-09-20T08:45:29.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/qwen-image-2-1-pe-t2i/", "history_url": "https://openmodelweights.com/models/qwen-image-2-1-pe-t2i/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-image-2-1-pe-t2i.json" }, { "id": "qwen-drive-1-0-4b", "name": "Qwen-Drive-1.0-4B", "developer": "Qwen", "family": "Qwen Drive", "variant": "Qwen-Drive-1.0-4B", "model": { "parameters": "5B", "total_parameters_billions": 5.0, "context": { "value": 32768, "display": "32,768 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "vlm_config.text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "image + text → text", "qwen drive" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 10.0, "fp8_int8": 5.0, "int4": 2.5 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen-Drive-1.0-4B", "lineage": { "family": "Qwen Drive", "variant": "Qwen-Drive-1.0-4B", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3.5-4B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-02T06:31:52.000Z", "downloads": 7467, "likes": 237, "sha": "28484089a7cc8c335cf5089fb0745cf7c49b6eaa", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen_drive", "autonomous-driving", "motion-planning", "3d-perception", "visual-question-answering", "qwen", "image-text-to-text", "conversational", "arxiv:2609.00111", "base_model:Qwen/Qwen3.5-4B", "base_model:finetune:Qwen/Qwen3.5-4B", "license:apache-2.0", "endpoints_compatible", "region:us" ], "created_at": "2026-08-27T08:14:27.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/qwen-drive-1-0-4b/", "history_url": "https://openmodelweights.com/models/qwen-drive-1-0-4b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-drive-1-0-4b.json" }, { "id": "qwen3-8-flash-next-fp8", "name": "Qwen3.8-Flash-Next-FP8", "developer": "Qwen", "family": "Qwen3.8", "variant": "Flash-Next-FP8", "model": { "parameters": "180B", "total_parameters_billions": 180.0, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "image + text → text", "qwen3.8" ] }, "license": { "id": "other", "name": "Qwen Community License 1.0", "url": "https://huggingface.co/Qwen/Qwen3.8-Flash-Next-FP8/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed with Qwen Community License conditions", "basis": "https://huggingface.co/Qwen/Qwen3.8-Flash-Next-FP8/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3.8-Flash-Next-FP8/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 360.0, "fp8_int8": 180.0, "int4": 90.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3.8-Flash-Next-FP8", "lineage": { "family": "Qwen3.8", "variant": "Flash-Next-FP8", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3.8-Flash-Next" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-31T08:19:15.000Z", "downloads": 416779, "likes": 242, "sha": "236dfdf285828023ca3bcd3f37366c58a3469b13", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen4_exp", "image-text-to-text", "conversational", "base_model:Qwen/Qwen3.8-Flash-Next", "base_model:quantized:Qwen/Qwen3.8-Flash-Next", "license:other", "endpoints_compatible", "fp8", "region:us" ], "created_at": "2026-08-24T08:25:23.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/qwen3-8-flash-next-fp8/", "history_url": "https://openmodelweights.com/models/qwen3-8-flash-next-fp8/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen3-8-flash-next-fp8.json" }, { "id": "qwen3-8-flash-next", "name": "Qwen3.8-Flash-Next", "developer": "Qwen", "family": "Qwen3.8", "variant": "Flash-Next", "model": { "parameters": "180B", "total_parameters_billions": 180.0, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "image + text → text", "qwen3.8" ] }, "license": { "id": "other", "name": "Qwen Community License 1.0", "url": "https://huggingface.co/Qwen/Qwen3.8-Flash-Next/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed with Qwen Community License conditions", "basis": "https://huggingface.co/Qwen/Qwen3.8-Flash-Next/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3.8-Flash-Next/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 360.0, "fp8_int8": 180.0, "int4": 90.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3.8-Flash-Next", "lineage": { "family": "Qwen3.8", "variant": "Flash-Next", "parent": "not-yet-verified", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-27T05:03:36.000Z", "downloads": 1299909, "likes": 5829, "sha": "de4b8e4d43b917e7706784d8bb445c9af86a3540", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen4_exp", "image-text-to-text", "conversational", "license:other", "eval-results", "endpoints_compatible", "region:us" ], "created_at": "2026-08-24T08:24:59.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/qwen3-8-flash-next/", "history_url": "https://openmodelweights.com/models/qwen3-8-flash-next/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen3-8-flash-next.json" }, { "id": "qwen3-8-27b", "name": "Qwen3.8-27B", "developer": "Qwen", "family": "Qwen3.8", "variant": "27B", "model": { "parameters": "28B", "total_parameters_billions": 28.0, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "image + text → text", "qwen3.8" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3.8-27B/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3.8-27B/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3.8-27B/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 56.0, "fp8_int8": 28.0, "int4": 14.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3.8-27B", "lineage": { "family": "Qwen3.8", "variant": "27B", "parent": "not-yet-verified", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-14T15:00:01.000Z", "downloads": 6934867, "likes": 16764, "sha": "1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen3_5", "image-text-to-text", "conversational", "license:apache-2.0", "eval-results", "endpoints_compatible", "deploy:azure", "deploy:sagemaker", "region:us" ], "created_at": "2026-08-05T08:22:59.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/qwen3-8-27b/", "history_url": "https://openmodelweights.com/models/qwen3-8-27b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen3-8-27b.json" }, { "id": "qwen3-8-27b-fp8", "name": "Qwen3.8-27B-FP8", "developer": "Qwen", "family": "Qwen3.8", "variant": "27B-FP8", "model": { "parameters": "28B", "total_parameters_billions": 28.0, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "image + text → text", "qwen3.8" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3.8-27B-FP8/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3.8-27B-FP8/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3.8-27B-FP8/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 56.0, "fp8_int8": 28.0, "int4": 14.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3.8-27B-FP8", "lineage": { "family": "Qwen3.8", "variant": "27B-FP8", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3.8-27B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-14T14:44:41.000Z", "downloads": 5077093, "likes": 879, "sha": "017b9c7af6b5689d5dd426a76e0bc077eb5ca20a", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen3_5", "image-text-to-text", "conversational", "base_model:Qwen/Qwen3.8-27B", "base_model:quantized:Qwen/Qwen3.8-27B", "license:apache-2.0", "endpoints_compatible", "fp8", "region:us" ], "created_at": "2026-08-13T08:01:58.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/qwen3-8-27b-fp8/", "history_url": "https://openmodelweights.com/models/qwen3-8-27b-fp8/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen3-8-27b-fp8.json" }, { "id": "qwen3-8-2-4t-a95b", "name": "Qwen3.8-2.4T-A95B", "developer": "Qwen", "family": "Qwen3.8", "variant": "2.4T-A95B", "model": { "parameters": "2.4T", "total_parameters_billions": 2400.0, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "text", "qwen3.8" ] }, "license": { "id": "other", "name": "Qwen3.8-Max License", "url": "https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed with Qwen3.8-Max License conditions", "basis": "https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 4800.0, "fp8_int8": 2400.0, "int4": 1200.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B", "lineage": { "family": "Qwen3.8", "variant": "2.4T-A95B", "parent": "not-yet-verified", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-12T10:24:04.000Z", "downloads": 37429, "likes": 1278, "sha": "207bd685a7e3696cfaff12ded7c6a7ea0f88c996", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "qwen3_5_moe_text", "text-generation", "conversational", "license:other", "eval-results", "endpoints_compatible", "region:us" ], "created_at": "2026-08-08T01:50:52.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/qwen3-8-2-4t-a95b/", "history_url": "https://openmodelweights.com/models/qwen3-8-2-4t-a95b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen3-8-2-4t-a95b.json" }, { "id": "qwen3-8-2-4t-a95b-fp8", "name": "Qwen3.8-2.4T-A95B-FP8", "developer": "Qwen", "family": "Qwen3.8", "variant": "2.4T-A95B-FP8", "model": { "parameters": "2.4T", "total_parameters_billions": 2400.0, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "text", "qwen3.8" ] }, "license": { "id": "other", "name": "Qwen3.8-Max License", "url": "https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B-FP8/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed with Qwen3.8-Max License conditions", "basis": "https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B-FP8/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B-FP8/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 4800.0, "fp8_int8": 2400.0, "int4": 1200.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3.8-2.4T-A95B-FP8", "lineage": { "family": "Qwen3.8", "variant": "2.4T-A95B-FP8", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3.8-2.4T-A95B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-12T10:23:42.000Z", "downloads": 8254, "likes": 245, "sha": "d2dc35658bcf77e66643428cb52e774cc3b5bd29", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "qwen3_5_moe_text", "text-generation", "conversational", "base_model:Qwen/Qwen3.8-2.4T-A95B", "base_model:quantized:Qwen/Qwen3.8-2.4T-A95B", "license:other", "endpoints_compatible", "fp8", "region:us" ], "created_at": "2026-08-08T01:49:49.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/qwen3-8-2-4t-a95b-fp8/", "history_url": "https://openmodelweights.com/models/qwen3-8-2-4t-a95b-fp8/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen3-8-2-4t-a95b-fp8.json" }, { "id": "qwen3-asr-0-6b-hf", "name": "Qwen3-ASR-0.6B-hf", "developer": "Qwen", "family": "Qwen3 ASR", "variant": "Qwen3-ASR-0.6B-hf", "model": { "parameters": "0.8B", "total_parameters_billions": 0.8, "context": { "value": 65536, "display": "65,536 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Automatic speech recognition", "tags": [ "automatic speech recognition", "qwen3 asr" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1.6, "fp8_int8": 0.8, "int4": 0.4 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3-ASR-0.6B-hf", "lineage": { "family": "Qwen3 ASR", "variant": "Qwen3-ASR-0.6B-hf", "parent": "not-yet-verified", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "automatic-speech-recognition", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-07-22T11:58:47.000Z", "downloads": 137163, "likes": 81, "sha": "7f1569a48a89f3e3f4dc3a5c9d28bddd903bc76c", "library_name": "transformers", "pipeline_tag": "automatic-speech-recognition", "tags": [ "transformers", "safetensors", "qwen3_asr", "automatic-speech-recognition", "zh", "en", "yue", "ar", "de", "fr", "es", "pt", "id", "it", "ko", "ru", "th", "vi", "ja", "tr", "hi", "ms", "nl", "sv", "da", "fi", "pl", "cs", "fil", "fa", "el", "hu", "mk", "ro", "arxiv:2601.21337", "license:apache-2.0", "eval-results", "endpoints_compatible", "region:us" ], "created_at": "2026-06-26T08:39:00.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/qwen3-asr-0-6b-hf/", "history_url": "https://openmodelweights.com/models/qwen3-asr-0-6b-hf/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen3-asr-0-6b-hf.json" }, { "id": "qwen3-asr-1-7b-hf", "name": "Qwen3-ASR-1.7B-hf", "developer": "Qwen", "family": "Qwen3 ASR", "variant": "Qwen3-ASR-1.7B-hf", "model": { "parameters": "2B", "total_parameters_billions": 2.0, "context": { "value": 65536, "display": "65,536 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Automatic speech recognition", "tags": [ "automatic speech recognition", "qwen3 asr" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 4.0, "fp8_int8": 2.0, "int4": 1.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3-ASR-1.7B-hf", "lineage": { "family": "Qwen3 ASR", "variant": "Qwen3-ASR-1.7B-hf", "parent": "not-yet-verified", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "automatic-speech-recognition", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-07-22T11:58:31.000Z", "downloads": 356458, "likes": 117, "sha": "bcd2b5b7f32b480ab5790554cfa8347f246a14f3", "library_name": "transformers", "pipeline_tag": "automatic-speech-recognition", "tags": [ "transformers", "safetensors", "qwen3_asr", "automatic-speech-recognition", "zh", "en", "yue", "ar", "de", "fr", "es", "pt", "id", "it", "ko", "ru", "th", "vi", "ja", "tr", "hi", "ms", "nl", "sv", "da", "fi", "pl", "cs", "fil", "fa", "el", "hu", "mk", "ro", "arxiv:2601.21337", "license:apache-2.0", "endpoints_compatible", "region:us" ], "created_at": "2026-06-26T08:34:21.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/qwen3-asr-1-7b-hf/", "history_url": "https://openmodelweights.com/models/qwen3-asr-1-7b-hf/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen3-asr-1-7b-hf.json" }, { "id": "qwen3-forcedaligner-0-6b-hf", "name": "Qwen3-ForcedAligner-0.6B-hf", "developer": "Qwen", "family": "Qwen3 Audio", "variant": "Qwen3-ForcedAligner-0.6B-hf", "model": { "parameters": "0.9B", "total_parameters_billions": 0.9, "context": { "value": 8192, "display": "8,192 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Speech / token alignment", "tags": [ "speech / token alignment", "qwen3 audio" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1.8, "fp8_int8": 0.9, "int4": 0.45 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3-ForcedAligner-0.6B-hf", "lineage": { "family": "Qwen3 Audio", "variant": "Qwen3-ForcedAligner-0.6B-hf", "parent": "not-yet-verified", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "token-classification", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-06-26T08:42:38.000Z", "downloads": 76174, "likes": 39, "sha": "c07281df297b9905d24a508279258cccf987a064", "library_name": "transformers", "pipeline_tag": "token-classification", "tags": [ "transformers", "safetensors", "qwen3_asr", "token-classification", "zh", "en", "yue", "fr", "de", "it", "ja", "ko", "pt", "ru", "es", "arxiv:2601.21337", "license:apache-2.0", "endpoints_compatible", "region:us" ], "created_at": "2026-06-26T08:42:01.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/qwen3-forcedaligner-0-6b-hf/", "history_url": "https://openmodelweights.com/models/qwen3-forcedaligner-0-6b-hf/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen3-forcedaligner-0-6b-hf.json" }, { "id": "qwen-agentworld-35b-a3b", "name": "Qwen-AgentWorld-35B-A3B", "developer": "Qwen", "family": "Qwen AgentWorld", "variant": "Qwen-AgentWorld-35B-A3B", "model": { "parameters": "35B", "total_parameters_billions": 35.0, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Text", "tags": [ "text", "qwen agentworld" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen-AgentWorld-35B-A3B/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen-AgentWorld-35B-A3B/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen-AgentWorld-35B-A3B/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 70.0, "fp8_int8": 35.0, "int4": 17.5 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen-AgentWorld-35B-A3B", "lineage": { "family": "Qwen AgentWorld", "variant": "Qwen-AgentWorld-35B-A3B", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3.5-35B-A3B-Base" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-06-25T07:24:16.000Z", "downloads": 9356, "likes": 727, "sha": "60d2b0434a53d2e62a7c00a489586815d94ebffb", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "qwen3_5_moe", "image-text-to-text", "qwen", "world-model", "agent", "environment-simulation", "text-generation", "conversational", "dataset:Qwen/AgentWorldBench", "arxiv:2606.24597", "base_model:Qwen/Qwen3.5-35B-A3B-Base", "base_model:finetune:Qwen/Qwen3.5-35B-A3B-Base", "license:apache-2.0", "endpoints_compatible", "deploy:azure", "deploy:sagemaker", "region:us" ], "created_at": "2026-06-22T14:49:37.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/qwen-agentworld-35b-a3b/", "history_url": "https://openmodelweights.com/models/qwen-agentworld-35b-a3b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-agentworld-35b-a3b.json" }, { "id": "qwen-image-bench", "name": "Qwen-Image-Bench", "developer": "Qwen", "family": "Qwen Image", "variant": "Qwen-Image-Bench", "model": { "parameters": "27B", "total_parameters_billions": 27.0, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "image + text → text", "qwen image" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 54.0, "fp8_int8": 27.0, "int4": 13.5 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen-Image-Bench", "lineage": { "family": "Qwen Image", "variant": "Qwen-Image-Bench", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3.6-27B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-05-28T08:07:27.000Z", "downloads": 35433, "likes": 102, "sha": "1b77ff83564ac4e4e8140769eacff7ff73f35f3c", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen3_5", "image-text-to-text", "judge-model", "text-to-image", "evaluation", "benchmark", "qwen", "conversational", "en", "zh", "arxiv:2605.28091", "base_model:Qwen/Qwen3.6-27B", "base_model:finetune:Qwen/Qwen3.6-27B", "license:apache-2.0", "endpoints_compatible", "deploy:azure", "region:us" ], "created_at": "2026-05-21T04:15:56.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/qwen-image-bench/", "history_url": "https://openmodelweights.com/models/qwen-image-bench/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-image-bench.json" }, { "id": "qwen3-6-35b-a3b-fp8", "name": "Qwen3.6-35B-A3B-FP8", "developer": "Qwen", "family": "Qwen3.6", "variant": "35B-A3B-FP8", "model": { "parameters": "36B", "total_parameters_billions": 36.0, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "image + text → text", "qwen3.6" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3.6-35B-A3B-FP8/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3.6-35B-A3B-FP8/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3.6-35B-A3B-FP8/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 72.0, "fp8_int8": 36.0, "int4": 18.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3.6-35B-A3B-FP8", "lineage": { "family": "Qwen3.6", "variant": "35B-A3B-FP8", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3.6-35B-A3B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-04-24T02:39:23.000Z", "downloads": 5699454, "likes": 417, "sha": "95a723d08a9490559dae23d0cff1d9466213d989", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen3_5_moe", "image-text-to-text", "conversational", "base_model:Qwen/Qwen3.6-35B-A3B", "base_model:quantized:Qwen/Qwen3.6-35B-A3B", "license:apache-2.0", "endpoints_compatible", "fp8", "deploy:azure", "region:us" ], "created_at": "2026-04-15T06:05:13.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/qwen3-6-35b-a3b-fp8/", "history_url": "https://openmodelweights.com/models/qwen3-6-35b-a3b-fp8/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen3-6-35b-a3b-fp8.json" }, { "id": "qwen3-6-27b-fp8", "name": "Qwen3.6-27B-FP8", "developer": "Qwen", "family": "Qwen3.6", "variant": "27B-FP8", "model": { "parameters": "28B", "total_parameters_billions": 28.0, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "image + text → text", "qwen3.6" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3.6-27B-FP8/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3.6-27B-FP8/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3.6-27B-FP8/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 56.0, "fp8_int8": 28.0, "int4": 14.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3.6-27B-FP8", "lineage": { "family": "Qwen3.6", "variant": "27B-FP8", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3.6-27B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-04-24T02:39:18.000Z", "downloads": 3831569, "likes": 359, "sha": "e89b16ebf1988b3d6befa7de50abc2d76f26eb09", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen3_5", "image-text-to-text", "conversational", "base_model:Qwen/Qwen3.6-27B", "base_model:quantized:Qwen/Qwen3.6-27B", "license:apache-2.0", "endpoints_compatible", "fp8", "deploy:azure", "deploy:sagemaker", "region:us" ], "created_at": "2026-04-21T07:51:33.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/qwen3-6-27b-fp8/", "history_url": "https://openmodelweights.com/models/qwen3-6-27b-fp8/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen3-6-27b-fp8.json" }, { "id": "qwen3-6-27b", "name": "Qwen3.6-27B", "developer": "Qwen", "family": "Qwen3.6", "variant": "27B", "model": { "parameters": "28B", "total_parameters_billions": 28.0, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "image + text → text", "qwen3.6" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3.6-27B/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3.6-27B/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3.6-27B/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 56.0, "fp8_int8": 28.0, "int4": 14.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3.6-27B", "lineage": { "family": "Qwen3.6", "variant": "27B", "parent": "not-yet-verified", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-04-24T02:39:16.000Z", "downloads": 2493057, "likes": 2317, "sha": "6a9e13bd6fc8f0983b9b99948120bc37f49c13e9", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen3_5", "image-text-to-text", "conversational", "license:apache-2.0", "eval-results", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ], "created_at": "2026-04-21T07:50:43.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/qwen3-6-27b/", "history_url": "https://openmodelweights.com/models/qwen3-6-27b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen3-6-27b.json" }, { "id": "qwen3-5-35b-a3b-gptq-int4", "name": "Qwen3.5-35B-A3B-GPTQ-Int4", "developer": "Qwen", "family": "Qwen3.5", "variant": "35B-A3B-GPTQ-Int4", "model": { "parameters": "36B", "total_parameters_billions": 36.0, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "image + text → text", "qwen3.5" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3.5-35B-A3B/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3.5-35B-A3B/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3.5-35B-A3B/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 72.0, "fp8_int8": 36.0, "int4": 18.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3.5-35B-A3B-GPTQ-Int4", "lineage": { "family": "Qwen3.5", "variant": "35B-A3B-GPTQ-Int4", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3.5-35B-A3B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-04-24T02:38:59.000Z", "downloads": 267533, "likes": 92, "sha": "3af5ca2972faf6de1fd6f4efc4d8d319ca751e8b", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen3_5_moe", "image-text-to-text", "conversational", "base_model:Qwen/Qwen3.5-35B-A3B", "base_model:quantized:Qwen/Qwen3.5-35B-A3B", "license:apache-2.0", "endpoints_compatible", "4-bit", "gptq", "deploy:azure", "region:us" ], "created_at": "2026-03-03T07:18:32.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/qwen3-5-35b-a3b-gptq-int4/", "history_url": "https://openmodelweights.com/models/qwen3-5-35b-a3b-gptq-int4/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen3-5-35b-a3b-gptq-int4.json" }, { "id": "qwen3-5-27b-gptq-int4", "name": "Qwen3.5-27B-GPTQ-Int4", "developer": "Qwen", "family": "Qwen3.5", "variant": "27B-GPTQ-Int4", "model": { "parameters": "28B", "total_parameters_billions": 28.0, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "image + text → text", "qwen3.5" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3.5-27B/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3.5-27B/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3.5-27B/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 56.0, "fp8_int8": 28.0, "int4": 14.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3.5-27B-GPTQ-Int4", "lineage": { "family": "Qwen3.5", "variant": "27B-GPTQ-Int4", "parent": "not-yet-verified", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-04-24T02:38:57.000Z", "downloads": 38706, "likes": 58, "sha": "8f0c09f227ae570e79617c6d9172b59df9c16081", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen3_5", "image-text-to-text", "conversational", "license:apache-2.0", "endpoints_compatible", "4-bit", "gptq", "deploy:azure", "region:us" ], "created_at": "2026-03-03T07:08:41.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/qwen3-5-27b-gptq-int4/", "history_url": "https://openmodelweights.com/models/qwen3-5-27b-gptq-int4/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen3-5-27b-gptq-int4.json" }, { "id": "qwen3-5-35b-a3b-fp8", "name": "Qwen3.5-35B-A3B-FP8", "developer": "Qwen", "family": "Qwen3.5", "variant": "35B-A3B-FP8", "model": { "parameters": "36B", "total_parameters_billions": 36.0, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "image + text → text", "qwen3.5" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3.5-35B-A3B/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3.5-35B-A3B/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3.5-35B-A3B/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 72.0, "fp8_int8": 36.0, "int4": 18.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3.5-35B-A3B-FP8", "lineage": { "family": "Qwen3.5", "variant": "35B-A3B-FP8", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3.5-35B-A3B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-04-24T02:38:49.000Z", "downloads": 1346569, "likes": 158, "sha": "9d1823d2dee688a6b25e77009dc727688c44936e", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen3_5_moe", "image-text-to-text", "conversational", "base_model:Qwen/Qwen3.5-35B-A3B", "base_model:quantized:Qwen/Qwen3.5-35B-A3B", "license:apache-2.0", "endpoints_compatible", "fp8", "deploy:azure", "region:us" ], "created_at": "2026-02-25T13:34:21.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/qwen3-5-35b-a3b-fp8/", "history_url": "https://openmodelweights.com/models/qwen3-5-35b-a3b-fp8/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen3-5-35b-a3b-fp8.json" }, { "id": "qwen3-5-27b-fp8", "name": "Qwen3.5-27B-FP8", "developer": "Qwen", "family": "Qwen3.5", "variant": "27B-FP8", "model": { "parameters": "28B", "total_parameters_billions": 28.0, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "image + text → text", "qwen3.5" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3.5-27B-FP8/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3.5-27B-FP8/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3.5-27B-FP8/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 56.0, "fp8_int8": 28.0, "int4": 14.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3.5-27B-FP8", "lineage": { "family": "Qwen3.5", "variant": "27B-FP8", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3.5-27B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-04-24T02:38:46.000Z", "downloads": 207937, "likes": 138, "sha": "97f5941bf617e31c5e237364a8602ce3f03a551a", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen3_5", "image-text-to-text", "conversational", "base_model:Qwen/Qwen3.5-27B", "base_model:quantized:Qwen/Qwen3.5-27B", "license:apache-2.0", "endpoints_compatible", "fp8", "deploy:sagemaker", "deploy:azure", "region:us" ], "created_at": "2026-02-25T13:20:07.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/qwen3-5-27b-fp8/", "history_url": "https://openmodelweights.com/models/qwen3-5-27b-fp8/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen3-5-27b-fp8.json" }, { "id": "qwen3-5-35b-a3b", "name": "Qwen3.5-35B-A3B", "developer": "Qwen", "family": "Qwen3.5", "variant": "35B-A3B", "model": { "parameters": "36B", "total_parameters_billions": 36.0, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "image + text → text", "qwen3.5" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3.5-35B-A3B/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3.5-35B-A3B/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3.5-35B-A3B/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 72.0, "fp8_int8": 36.0, "int4": 18.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3.5-35B-A3B", "lineage": { "family": "Qwen3.5", "variant": "35B-A3B", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3.5-35B-A3B-Base" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-04-24T02:38:38.000Z", "downloads": 1594260, "likes": 1519, "sha": "59d61f3ce65a6d9863b86d2e96597125219dc754", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen3_5_moe", "image-text-to-text", "conversational", "base_model:Qwen/Qwen3.5-35B-A3B-Base", "base_model:finetune:Qwen/Qwen3.5-35B-A3B-Base", "license:apache-2.0", "eval-results", "endpoints_compatible", "deploy:azure", "region:us" ], "created_at": "2026-02-24T09:39:25.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/qwen3-5-35b-a3b/", "history_url": "https://openmodelweights.com/models/qwen3-5-35b-a3b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen3-5-35b-a3b.json" }, { "id": "qwen3-5-9b-base", "name": "Qwen3.5-9B-Base", "developer": "Qwen", "family": "Qwen3.5", "variant": "9B-Base", "model": { "parameters": "10B", "total_parameters_billions": 10.0, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "image + text → text", "qwen3.5" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3.5-9B-Base/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3.5-9B-Base/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3.5-9B-Base/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 20.0, "fp8_int8": 10.0, "int4": 5.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3.5-9B-Base", "lineage": { "family": "Qwen3.5", "variant": "9B-Base", "parent": "not-yet-verified", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-04-23T12:04:39.000Z", "downloads": 370191, "likes": 121, "sha": "68c46c4b3498877f3ef123c856ecfde50c39f404", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen3_5", "image-text-to-text", "conversational", "license:apache-2.0", "endpoints_compatible", "deploy:sagemaker", "region:us" ], "created_at": "2026-02-26T16:20:10.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/qwen3-5-9b-base/", "history_url": "https://openmodelweights.com/models/qwen3-5-9b-base/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen3-5-9b-base.json" }, { "id": "qwen3-5-35b-a3b-base", "name": "Qwen3.5-35B-A3B-Base", "developer": "Qwen", "family": "Qwen3.5", "variant": "35B-A3B-Base", "model": { "parameters": "36B", "total_parameters_billions": 36.0, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "image + text → text", "qwen3.5" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3.5-35B-A3B-Base/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3.5-35B-A3B-Base/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3.5-35B-A3B-Base/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 72.0, "fp8_int8": 36.0, "int4": 18.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3.5-35B-A3B-Base", "lineage": { "family": "Qwen3.5", "variant": "35B-A3B-Base", "parent": "not-yet-verified", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-04-23T11:21:45.000Z", "downloads": 120374, "likes": 148, "sha": "0f0813072d2358973511097385626f21fcb6d422", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen3_5_moe", "image-text-to-text", "conversational", "license:apache-2.0", "endpoints_compatible", "deploy:azure", "region:us" ], "created_at": "2026-02-24T09:42:42.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/qwen3-5-35b-a3b-base/", "history_url": "https://openmodelweights.com/models/qwen3-5-35b-a3b-base/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen3-5-35b-a3b-base.json" }, { "id": "qwen3-5-0-8b-base", "name": "Qwen3.5-0.8B-Base", "developer": "Qwen", "family": "Qwen3.5", "variant": "0.8B-Base", "model": { "parameters": "0.9B", "total_parameters_billions": 0.9, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "image + text → text", "qwen3.5" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3.5-0.8B-Base/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3.5-0.8B-Base/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3.5-0.8B-Base/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1.8, "fp8_int8": 0.9, "int4": 0.45 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3.5-0.8B-Base", "lineage": { "family": "Qwen3.5", "variant": "0.8B-Base", "parent": "not-yet-verified", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-04-23T11:14:09.000Z", "downloads": 391191, "likes": 114, "sha": "dc7cdfe2ee4154fa7e30f5b51ca41bfa40174e68", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen3_5", "image-text-to-text", "conversational", "license:apache-2.0", "endpoints_compatible", "deploy:sagemaker", "region:us" ], "created_at": "2026-02-28T23:57:45.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/qwen3-5-0-8b-base/", "history_url": "https://openmodelweights.com/models/qwen3-5-0-8b-base/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen3-5-0-8b-base.json" }, { "id": "qwen3-5-2b-base", "name": "Qwen3.5-2B-Base", "developer": "Qwen", "family": "Qwen3.5", "variant": "2B-Base", "model": { "parameters": "2B", "total_parameters_billions": 2.0, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "image + text → text", "qwen3.5" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3.5-2B-Base/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3.5-2B-Base/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3.5-2B-Base/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 4.0, "fp8_int8": 2.0, "int4": 1.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3.5-2B-Base", "lineage": { "family": "Qwen3.5", "variant": "2B-Base", "parent": "not-yet-verified", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-04-23T11:13:46.000Z", "downloads": 266931, "likes": 97, "sha": "b1485b2fa6dfa1287294f269f5fb618e03d52d7c", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen3_5", "image-text-to-text", "conversational", "license:apache-2.0", "endpoints_compatible", "deploy:sagemaker", "region:us" ], "created_at": "2026-02-28T23:57:23.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/qwen3-5-2b-base/", "history_url": "https://openmodelweights.com/models/qwen3-5-2b-base/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen3-5-2b-base.json" }, { "id": "qwen3-5-4b-base", "name": "Qwen3.5-4B-Base", "developer": "Qwen", "family": "Qwen3.5", "variant": "4B-Base", "model": { "parameters": "5B", "total_parameters_billions": 5.0, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "image + text → text", "qwen3.5" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3.5-4B-Base/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3.5-4B-Base/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3.5-4B-Base/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 10.0, "fp8_int8": 5.0, "int4": 2.5 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3.5-4B-Base", "lineage": { "family": "Qwen3.5", "variant": "4B-Base", "parent": "not-yet-verified", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-04-23T11:13:30.000Z", "downloads": 566247, "likes": 106, "sha": "1001bb4d826a52d1f399e183466143f4da7b741b", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen3_5", "image-text-to-text", "conversational", "license:apache-2.0", "endpoints_compatible", "deploy:sagemaker", "region:us" ], "created_at": "2026-02-27T13:20:09.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/qwen3-5-4b-base/", "history_url": "https://openmodelweights.com/models/qwen3-5-4b-base/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen3-5-4b-base.json" }, { "id": "qwen3-embedding-0-6b", "name": "Qwen3-Embedding-0.6B", "developer": "Qwen", "family": "Qwen3 Embedding", "variant": "Qwen3-Embedding-0.6B", "model": { "parameters": "0.6B", "total_parameters_billions": 0.6, "context": { "value": 32768, "display": "32,768 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Embedding", "tags": [ "embedding", "qwen3 embedding" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1.2, "fp8_int8": 0.6, "int4": 0.3 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3-Embedding-0.6B", "lineage": { "family": "Qwen3 Embedding", "variant": "Qwen3-Embedding-0.6B", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3-0.6B-Base" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "feature-extraction", "declared": [ "Transformers", "sentence-transformers" ], "mentioned_in_model_card": [ "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-04-20T02:45:58.000Z", "downloads": 9690709, "likes": 1256, "sha": "97b0c614be4d77ee51c0cef4e5f07c00f9eb65b3", "library_name": "sentence-transformers", "pipeline_tag": "feature-extraction", "tags": [ "sentence-transformers", "safetensors", "qwen3", "text-generation", "transformers", "sentence-similarity", "feature-extraction", "text-embeddings-inference", "arxiv:2506.05176", "base_model:Qwen/Qwen3-0.6B-Base", "base_model:finetune:Qwen/Qwen3-0.6B-Base", "license:apache-2.0", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ], "created_at": "2025-06-03T14:25:32.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/qwen3-embedding-0-6b/", "history_url": "https://openmodelweights.com/models/qwen3-embedding-0-6b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen3-embedding-0-6b.json" }, { "id": "qwen3-reranker-8b", "name": "Qwen3-Reranker-8B", "developer": "Qwen", "family": "Qwen3 Reranker", "variant": "Qwen3-Reranker-8B", "model": { "parameters": "8B", "total_parameters_billions": 8.0, "context": { "value": 40960, "display": "40,960 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Reranking", "tags": [ "reranking", "qwen3 reranker" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 16.0, "fp8_int8": 8.0, "int4": 4.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3-Reranker-8B", "lineage": { "family": "Qwen3 Reranker", "variant": "Qwen3-Reranker-8B", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3-8B-Base" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-ranking", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-04-16T08:56:16.000Z", "downloads": 429503, "likes": 274, "sha": "77d193c791ed757ca307ee72715aa132723da912", "library_name": "transformers", "pipeline_tag": "text-ranking", "tags": [ "transformers", "safetensors", "qwen3", "text-generation", "sentence-transformers", "text-ranking", "arxiv:2506.05176", "base_model:Qwen/Qwen3-8B-Base", "base_model:finetune:Qwen/Qwen3-8B-Base", "license:apache-2.0", "endpoints_compatible", "region:us" ], "created_at": "2025-05-29T13:30:18.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/qwen3-reranker-8b/", "history_url": "https://openmodelweights.com/models/qwen3-reranker-8b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen3-reranker-8b.json" }, { "id": "qwen3-reranker-4b", "name": "Qwen3-Reranker-4B", "developer": "Qwen", "family": "Qwen3 Reranker", "variant": "Qwen3-Reranker-4B", "model": { "parameters": "4B", "total_parameters_billions": 4.0, "context": { "value": 40960, "display": "40,960 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Reranking", "tags": [ "reranking", "qwen3 reranker" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 8.0, "fp8_int8": 4.0, "int4": 2.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3-Reranker-4B", "lineage": { "family": "Qwen3 Reranker", "variant": "Qwen3-Reranker-4B", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3-4B-Base" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-ranking", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-04-16T08:56:07.000Z", "downloads": 2414475, "likes": 163, "sha": "22e683669bc0f0bd69640a1354a6d0aebcfeede5", "library_name": "transformers", "pipeline_tag": "text-ranking", "tags": [ "transformers", "safetensors", "qwen3", "text-generation", "sentence-transformers", "text-ranking", "arxiv:2506.05176", "base_model:Qwen/Qwen3-4B-Base", "base_model:finetune:Qwen/Qwen3-4B-Base", "license:apache-2.0", "endpoints_compatible", "deploy:sagemaker", "region:us" ], "created_at": "2025-06-03T14:46:47.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/qwen3-reranker-4b/", "history_url": "https://openmodelweights.com/models/qwen3-reranker-4b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen3-reranker-4b.json" }, { "id": "qwen3-reranker-0-6b", "name": "Qwen3-Reranker-0.6B", "developer": "Qwen", "family": "Qwen3 Reranker", "variant": "Qwen3-Reranker-0.6B", "model": { "parameters": "0.6B", "total_parameters_billions": 0.6, "context": { "value": 40960, "display": "40,960 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Reranking", "tags": [ "reranking", "qwen3 reranker" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1.2, "fp8_int8": 0.6, "int4": 0.3 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3-Reranker-0.6B", "lineage": { "family": "Qwen3 Reranker", "variant": "Qwen3-Reranker-0.6B", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3-0.6B-Base" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-ranking", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-04-16T08:55:59.000Z", "downloads": 1686928, "likes": 406, "sha": "e61197ed45024b0ed8a2d74b80b4d909f1255473", "library_name": "transformers", "pipeline_tag": "text-ranking", "tags": [ "transformers", "safetensors", "qwen3", "text-generation", "sentence-transformers", "text-ranking", "arxiv:2506.05176", "base_model:Qwen/Qwen3-0.6B-Base", "base_model:finetune:Qwen/Qwen3-0.6B-Base", "license:apache-2.0", "endpoints_compatible", "region:us" ], "created_at": "2025-05-29T13:30:45.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/qwen3-reranker-0-6b/", "history_url": "https://openmodelweights.com/models/qwen3-reranker-0-6b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen3-reranker-0-6b.json" }, { "id": "mistral-large-3-675b-instruct-2512-nvfp4", "name": "Mistral-Large-3-675B-Instruct-2512-NVFP4", "developer": "Mistral AI", "family": "Mistral Large 3", "variant": "Mistral-Large-3-675B-Instruct-2512-NVFP4", "model": { "parameters": "675B", "total_parameters_billions": 675.0, "context": { "value": 256000, "display": "256,000 tokens", "status": "verified", "evidence": [ { "source": "README.md", "detail": "explicit context statement" } ] }, "modality": "Text", "tags": [ "text", "mistral large 3" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1350.0, "fp8_int8": 675.0, "int4": 337.5 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/mistralai/Mistral-Large-3-675B-Instruct-2512-NVFP4", "lineage": { "family": "Mistral Large 3", "variant": "Mistral-Large-3-675B-Instruct-2512-NVFP4", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "mistralai/Mistral-Large-3-675B-Base-2512" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "vLLM", "pipeline_tag": null, "declared": [ "mistral-common", "vLLM" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-11T08:37:56.000Z", "downloads": 11798, "likes": 78, "sha": "6f01426c721bd365f29a108f2389782e9671aab2", "library_name": "vllm", "pipeline_tag": null, "tags": [ "vllm", "mistral-common", "compressed-tensors", "en", "fr", "es", "de", "it", "pt", "nl", "zh", "ja", "ko", "ar", "base_model:mistralai/Mistral-Large-3-675B-Base-2512", "base_model:finetune:mistralai/Mistral-Large-3-675B-Base-2512", "license:apache-2.0", "region:us" ], "created_at": "2025-11-28T17:57:04.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/mistral-large-3-675b-instruct-2512-nvfp4/", "history_url": "https://openmodelweights.com/models/mistral-large-3-675b-instruct-2512-nvfp4/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/mistral-large-3-675b-instruct-2512-nvfp4.json" }, { "id": "shieldstral-1-0-3b", "name": "Shieldstral-1.0-3B", "developer": "Mistral AI", "family": "Shieldstral", "variant": "1.0-3B", "model": { "parameters": "4B", "total_parameters_billions": 4.0, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Safety / text", "tags": [ "safety / text", "shieldstral" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 8.0, "fp8_int8": 4.0, "int4": 2.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/mistralai/Shieldstral-1.0-3B", "lineage": { "family": "Shieldstral", "variant": "1.0-3B", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "mistralai/Ministral-3-3B-Base-2512" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "vLLM", "pipeline_tag": null, "declared": [ "mistral-common", "vLLM" ], "mentioned_in_model_card": [ "SGLang", "Transformers", "llama.cpp" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-05T10:06:52.000Z", "downloads": 38020, "likes": 283, "sha": "003ec7e2b0bab5f0e6307edbaf186fa5822b76f5", "library_name": "vllm", "pipeline_tag": null, "tags": [ "vllm", "safetensors", "mistral3", "mistral-common", "en", "fr", "es", "de", "it", "pt", "nl", "zh", "ja", "ko", "ar", "ru", "arxiv:2607.25857", "base_model:mistralai/Ministral-3-3B-Base-2512", "base_model:finetune:mistralai/Ministral-3-3B-Base-2512", "license:apache-2.0", "region:us" ], "created_at": "2026-07-16T10:24:13.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/shieldstral-1-0-3b/", "history_url": "https://openmodelweights.com/models/shieldstral-1-0-3b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/shieldstral-1-0-3b.json" }, { "id": "leanstral-1-5-119b-a6b", "name": "Leanstral-1.5-119B-A6B", "developer": "Mistral AI", "family": "Leanstral", "variant": "1.5-119B-A6B", "model": { "parameters": "119B", "total_parameters_billions": 119.0, "context": { "value": 256000, "display": "256,000 tokens", "status": "verified", "evidence": [ { "source": "README.md", "detail": "explicit context statement" } ] }, "modality": "Text", "tags": [ "text", "leanstral" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 238.0, "fp8_int8": 119.0, "int4": 59.5 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/mistralai/Leanstral-1.5-119B-A6B", "lineage": { "family": "Leanstral", "variant": "1.5-119B-A6B", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "mistralai/Leanstral-2603" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "vLLM", "pipeline_tag": null, "declared": [ "vLLM" ], "mentioned_in_model_card": [ "mistral-common" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-07-15T12:24:10.000Z", "downloads": 303, "likes": 219, "sha": "81592da95d94ab0439bfce16df1d55b402e598b6", "library_name": "vllm", "pipeline_tag": null, "tags": [ "vllm", "base_model:mistralai/Leanstral-2603", "base_model:finetune:mistralai/Leanstral-2603", "license:apache-2.0", "region:us" ], "created_at": "2026-07-01T16:43:19.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/leanstral-1-5-119b-a6b/", "history_url": "https://openmodelweights.com/models/leanstral-1-5-119b-a6b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/leanstral-1-5-119b-a6b.json" }, { "id": "mistral-small-4-119b-2603-eagle", "name": "Mistral-Small-4-119B-2603-eagle", "developer": "Mistral AI", "family": "Mistral Small 4", "variant": "Mistral-Small-4-119B-2603-eagle", "model": { "parameters": "119B", "total_parameters_billions": 119.0, "context": { "value": 256000, "display": "256,000 tokens", "status": "verified", "evidence": [ { "source": "README.md", "detail": "explicit context statement" } ] }, "modality": "Speculative decoding asset", "tags": [ "speculative decoding asset", "mistral small 4" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 238.0, "fp8_int8": 119.0, "int4": 59.5 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/mistralai/Mistral-Small-4-119B-2603-eagle", "lineage": { "family": "Mistral Small 4", "variant": "Mistral-Small-4-119B-2603-eagle", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "mistralai/Mistral-Small-4-119B-2603" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": null, "pipeline_tag": null, "declared": [ "vLLM" ], "mentioned_in_model_card": [ "Transformers", "mistral-common" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-07-15T12:23:57.000Z", "downloads": 328, "likes": 62, "sha": "9a8ea22dca0161ff7af7879f4a0000f65314797d", "library_name": null, "pipeline_tag": null, "tags": [ "vLLM", "en", "fr", "de", "es", "pt", "it", "ja", "ko", "ru", "zh", "ar", "fa", "id", "ms", "ne", "pl", "ro", "sr", "sv", "tr", "uk", "vi", "hi", "bn", "base_model:mistralai/Mistral-Small-4-119B-2603", "base_model:finetune:mistralai/Mistral-Small-4-119B-2603", "license:apache-2.0", "region:us" ], "created_at": "2026-03-04T16:38:14.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/mistral-small-4-119b-2603-eagle/", "history_url": "https://openmodelweights.com/models/mistral-small-4-119b-2603-eagle/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/mistral-small-4-119b-2603-eagle.json" }, { "id": "mistral-medium-3-5-128b", "name": "Mistral-Medium-3.5-128B", "developer": "Mistral AI", "family": "Mistral Medium 3.5", "variant": "Mistral-Medium-3.5-128B", "model": { "parameters": "128B", "total_parameters_billions": 128.0, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Text", "tags": [ "text", "mistral medium 3.5" ] }, "license": { "id": "other", "name": "Mistral Modified MIT License", "url": "https://huggingface.co/mistralai/Mistral-Medium-3.5-128B/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed-with-revenue-condition", "label": "Commercial use allowed, but the license restricts companies above its revenue threshold without a separate license", "basis": "https://huggingface.co/mistralai/Mistral-Medium-3.5-128B/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/mistralai/Mistral-Medium-3.5-128B/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 256.0, "fp8_int8": 128.0, "int4": 64.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/mistralai/Mistral-Medium-3.5-128B", "lineage": { "family": "Mistral Medium 3.5", "variant": "Mistral-Medium-3.5-128B", "parent": "not-yet-verified", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": null, "pipeline_tag": null, "declared": [ "vLLM" ], "mentioned_in_model_card": [ "Ollama", "SGLang", "Transformers", "llama.cpp", "mistral-common" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-07-15T12:23:17.000Z", "downloads": 126863, "likes": 461, "sha": "22b2b868a15677cfa6061277ed2f653d1349a9ab", "library_name": null, "pipeline_tag": null, "tags": [ "safetensors", "mistral3", "vLLM", "en", "fr", "de", "es", "pt", "it", "ja", "ko", "ru", "zh", "ar", "fa", "id", "ms", "ne", "pl", "ro", "sr", "sv", "tr", "uk", "vi", "hi", "bn", "license:other", "eval-results", "fp8", "region:us" ], "created_at": "2026-03-31T09:50:20.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/mistral-medium-3-5-128b/", "history_url": "https://openmodelweights.com/models/mistral-medium-3-5-128b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/mistral-medium-3-5-128b.json" }, { "id": "mistral-large-3-675b-instruct-2512-eagle", "name": "Mistral-Large-3-675B-Instruct-2512-Eagle", "developer": "Mistral AI", "family": "Mistral Large 3", "variant": "Mistral-Large-3-675B-Instruct-2512-Eagle", "model": { "parameters": "675B", "total_parameters_billions": 675.0, "context": { "value": 256000, "display": "256,000 tokens", "status": "verified", "evidence": [ { "source": "README.md", "detail": "explicit context statement" } ] }, "modality": "Speculative decoding asset", "tags": [ "speculative decoding asset", "mistral large 3" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1350.0, "fp8_int8": 675.0, "int4": 337.5 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/mistralai/Mistral-Large-3-675B-Instruct-2512-Eagle", "lineage": { "family": "Mistral Large 3", "variant": "Mistral-Large-3-675B-Instruct-2512-Eagle", "parent": "not-yet-verified", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "vLLM", "pipeline_tag": null, "declared": [ "mistral-common", "vLLM" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-07-15T12:22:54.000Z", "downloads": 167, "likes": 30, "sha": "a2eec8837f6b4b2a434a5bbc27c534c9640aef89", "library_name": "vllm", "pipeline_tag": null, "tags": [ "vllm", "mistral-common", "en", "fr", "es", "de", "it", "pt", "nl", "zh", "ja", "ko", "ar", "license:apache-2.0", "region:us" ], "created_at": "2025-11-10T07:41:02.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/mistral-large-3-675b-instruct-2512-eagle/", "history_url": "https://openmodelweights.com/models/mistral-large-3-675b-instruct-2512-eagle/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/mistral-large-3-675b-instruct-2512-eagle.json" }, { "id": "mistral-large-3-675b-instruct-2512", "name": "Mistral-Large-3-675B-Instruct-2512", "developer": "Mistral AI", "family": "Mistral Large 3", "variant": "Mistral-Large-3-675B-Instruct-2512", "model": { "parameters": "675B", "total_parameters_billions": 675.0, "context": { "value": 256000, "display": "256,000 tokens", "status": "verified", "evidence": [ { "source": "README.md", "detail": "explicit context statement" } ] }, "modality": "Text", "tags": [ "text", "mistral large 3" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1350.0, "fp8_int8": 675.0, "int4": 337.5 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/mistralai/Mistral-Large-3-675B-Instruct-2512", "lineage": { "family": "Mistral Large 3", "variant": "Mistral-Large-3-675B-Instruct-2512", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "mistralai/Mistral-Large-3-675B-Base-2512" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "vLLM", "pipeline_tag": null, "declared": [ "mistral-common", "vLLM" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-07-15T12:22:43.000Z", "downloads": 1707, "likes": 252, "sha": "383ffea2c7d60dfd44ca960e8e691709d4fdb9cd", "library_name": "vllm", "pipeline_tag": null, "tags": [ "vllm", "mistral-common", "compressed-tensors", "en", "fr", "es", "de", "it", "pt", "nl", "zh", "ja", "ko", "ar", "base_model:mistralai/Mistral-Large-3-675B-Base-2512", "base_model:finetune:mistralai/Mistral-Large-3-675B-Base-2512", "license:apache-2.0", "eval-results", "region:us" ], "created_at": "2025-11-28T18:05:12.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/mistral-large-3-675b-instruct-2512/", "history_url": "https://openmodelweights.com/models/mistral-large-3-675b-instruct-2512/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/mistral-large-3-675b-instruct-2512.json" }, { "id": "ministral-3-8b-reasoning-2512", "name": "Ministral-3-8B-Reasoning-2512", "developer": "Mistral AI", "family": "Ministral 3", "variant": "Ministral-3-8B-Reasoning-2512", "model": { "parameters": "9B", "total_parameters_billions": 9.0, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Text", "tags": [ "text", "ministral 3" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 18.0, "fp8_int8": 9.0, "int4": 4.5 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/mistralai/Ministral-3-8B-Reasoning-2512", "lineage": { "family": "Ministral 3", "variant": "Ministral-3-8B-Reasoning-2512", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "mistralai/Ministral-3-8B-Base-2512" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "vLLM", "pipeline_tag": null, "declared": [ "mistral-common", "vLLM" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-07-15T12:22:30.000Z", "downloads": 11202, "likes": 105, "sha": "81eaece1948f3875421d9a45bc55487d10e2d894", "library_name": "vllm", "pipeline_tag": null, "tags": [ "vllm", "safetensors", "mistral3", "mistral-common", "en", "fr", "es", "de", "it", "pt", "nl", "zh", "ja", "ko", "ar", "arxiv:2601.08584", "base_model:mistralai/Ministral-3-8B-Base-2512", "base_model:finetune:mistralai/Ministral-3-8B-Base-2512", "license:apache-2.0", "region:us" ], "created_at": "2025-10-31T08:41:36.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/ministral-3-8b-reasoning-2512/", "history_url": "https://openmodelweights.com/models/ministral-3-8b-reasoning-2512/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/ministral-3-8b-reasoning-2512.json" }, { "id": "ministral-3-8b-instruct-2512-bf16", "name": "Ministral-3-8B-Instruct-2512-BF16", "developer": "Mistral AI", "family": "Ministral 3", "variant": "Ministral-3-8B-Instruct-2512-BF16", "model": { "parameters": "9B", "total_parameters_billions": 9.0, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Text", "tags": [ "text", "ministral 3" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 18.0, "fp8_int8": 9.0, "int4": 4.5 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/mistralai/Ministral-3-8B-Instruct-2512-BF16", "lineage": { "family": "Ministral 3", "variant": "Ministral-3-8B-Instruct-2512-BF16", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "mistralai/Ministral-3-8B-Base-2512" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "vLLM", "pipeline_tag": null, "declared": [ "mistral-common", "vLLM" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-07-15T12:22:19.000Z", "downloads": 48410, "likes": 25, "sha": "f6fae9795746f63c9be8344932f01275f3c63734", "library_name": "vllm", "pipeline_tag": null, "tags": [ "vllm", "safetensors", "mistral3", "mistral-common", "en", "fr", "es", "de", "it", "pt", "nl", "zh", "ja", "ko", "ar", "arxiv:2601.08584", "base_model:mistralai/Ministral-3-8B-Base-2512", "base_model:finetune:mistralai/Ministral-3-8B-Base-2512", "license:apache-2.0", "deploy:sagemaker", "region:us" ], "created_at": "2025-10-31T08:41:17.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/ministral-3-8b-instruct-2512-bf16/", "history_url": "https://openmodelweights.com/models/ministral-3-8b-instruct-2512-bf16/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/ministral-3-8b-instruct-2512-bf16.json" }, { "id": "ministral-3-8b-instruct-2512", "name": "Ministral-3-8B-Instruct-2512", "developer": "Mistral AI", "family": "Ministral 3", "variant": "Ministral-3-8B-Instruct-2512", "model": { "parameters": "9B", "total_parameters_billions": 9.0, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Text", "tags": [ "text", "ministral 3" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 18.0, "fp8_int8": 9.0, "int4": 4.5 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/mistralai/Ministral-3-8B-Instruct-2512", "lineage": { "family": "Ministral 3", "variant": "Ministral-3-8B-Instruct-2512", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "mistralai/Ministral-3-8B-Base-2512" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "vLLM", "pipeline_tag": null, "declared": [ "mistral-common", "vLLM" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-07-15T12:22:08.000Z", "downloads": 122628, "likes": 206, "sha": "5b26027e7b19eeb4b7352e1fed3926375dd2cb4d", "library_name": "vllm", "pipeline_tag": null, "tags": [ "vllm", "safetensors", "mistral3", "mistral-common", "en", "fr", "es", "de", "it", "pt", "nl", "zh", "ja", "ko", "ar", "arxiv:2601.08584", "base_model:mistralai/Ministral-3-8B-Base-2512", "base_model:quantized:mistralai/Ministral-3-8B-Base-2512", "license:apache-2.0", "fp8", "deploy:sagemaker", "region:us" ], "created_at": "2025-10-31T08:43:35.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/ministral-3-8b-instruct-2512/", "history_url": "https://openmodelweights.com/models/ministral-3-8b-instruct-2512/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/ministral-3-8b-instruct-2512.json" }, { "id": "ministral-3-3b-reasoning-2512", "name": "Ministral-3-3B-Reasoning-2512", "developer": "Mistral AI", "family": "Ministral 3", "variant": "Ministral-3-3B-Reasoning-2512", "model": { "parameters": "4B", "total_parameters_billions": 4.0, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Text", "tags": [ "text", "ministral 3" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 8.0, "fp8_int8": 4.0, "int4": 2.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/mistralai/Ministral-3-3B-Reasoning-2512", "lineage": { "family": "Ministral 3", "variant": "Ministral-3-3B-Reasoning-2512", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "mistralai/Ministral-3-3B-Base-2512" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "vLLM", "pipeline_tag": null, "declared": [ "mistral-common", "vLLM" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-07-15T12:21:57.000Z", "downloads": 27898, "likes": 121, "sha": "4a36357c811bf511a7b625d132e12f22408aac91", "library_name": "vllm", "pipeline_tag": null, "tags": [ "vllm", "safetensors", "mistral3", "mistral-common", "en", "fr", "es", "de", "it", "pt", "nl", "zh", "ja", "ko", "ar", "arxiv:2601.08584", "base_model:mistralai/Ministral-3-3B-Base-2512", "base_model:finetune:mistralai/Ministral-3-3B-Base-2512", "license:apache-2.0", "region:us" ], "created_at": "2025-10-31T08:39:58.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/ministral-3-3b-reasoning-2512/", "history_url": "https://openmodelweights.com/models/ministral-3-3b-reasoning-2512/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/ministral-3-3b-reasoning-2512.json" }, { "id": "ministral-3-3b-instruct-2512-bf16", "name": "Ministral-3-3B-Instruct-2512-BF16", "developer": "Mistral AI", "family": "Ministral 3", "variant": "Ministral-3-3B-Instruct-2512-BF16", "model": { "parameters": "4B", "total_parameters_billions": 4.0, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Text", "tags": [ "text", "ministral 3" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 8.0, "fp8_int8": 4.0, "int4": 2.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/mistralai/Ministral-3-3B-Instruct-2512-BF16", "lineage": { "family": "Ministral 3", "variant": "Ministral-3-3B-Instruct-2512-BF16", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "mistralai/Ministral-3-3B-Base-2512" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "vLLM", "pipeline_tag": null, "declared": [ "mistral-common", "vLLM" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-07-15T12:21:45.000Z", "downloads": 67496, "likes": 38, "sha": "b6d637bef2393152b3da2b2fde72eecdee30557e", "library_name": "vllm", "pipeline_tag": null, "tags": [ "vllm", "safetensors", "mistral3", "mistral-common", "en", "fr", "es", "de", "it", "pt", "nl", "zh", "ja", "ko", "ar", "arxiv:2601.08584", "base_model:mistralai/Ministral-3-3B-Base-2512", "base_model:finetune:mistralai/Ministral-3-3B-Base-2512", "license:apache-2.0", "deploy:sagemaker", "region:us" ], "created_at": "2025-10-31T08:39:19.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/ministral-3-3b-instruct-2512-bf16/", "history_url": "https://openmodelweights.com/models/ministral-3-3b-instruct-2512-bf16/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/ministral-3-3b-instruct-2512-bf16.json" }, { "id": "ministral-3-3b-instruct-2512", "name": "Ministral-3-3B-Instruct-2512", "developer": "Mistral AI", "family": "Ministral 3", "variant": "Ministral-3-3B-Instruct-2512", "model": { "parameters": "4B", "total_parameters_billions": 4.0, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Text", "tags": [ "text", "ministral 3" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 8.0, "fp8_int8": 4.0, "int4": 2.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/mistralai/Ministral-3-3B-Instruct-2512", "lineage": { "family": "Ministral 3", "variant": "Ministral-3-3B-Instruct-2512", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "mistralai/Ministral-3-3B-Base-2512" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "vLLM", "pipeline_tag": null, "declared": [ "mistral-common", "vLLM" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-07-15T12:21:35.000Z", "downloads": 114626, "likes": 292, "sha": "b35d4dfe56c142746f54dbd64f579faab2744308", "library_name": "vllm", "pipeline_tag": null, "tags": [ "vllm", "safetensors", "mistral3", "mistral-common", "en", "fr", "es", "de", "it", "pt", "nl", "zh", "ja", "ko", "ar", "arxiv:2601.08584", "base_model:mistralai/Ministral-3-3B-Base-2512", "base_model:quantized:mistralai/Ministral-3-3B-Base-2512", "license:apache-2.0", "fp8", "deploy:azure", "deploy:sagemaker", "region:us" ], "created_at": "2025-10-31T08:43:46.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/ministral-3-3b-instruct-2512/", "history_url": "https://openmodelweights.com/models/ministral-3-3b-instruct-2512/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/ministral-3-3b-instruct-2512.json" }, { "id": "ministral-3-14b-reasoning-2512", "name": "Ministral-3-14B-Reasoning-2512", "developer": "Mistral AI", "family": "Ministral 3", "variant": "Ministral-3-14B-Reasoning-2512", "model": { "parameters": "14B", "total_parameters_billions": 14.0, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Text", "tags": [ "text", "ministral 3" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 28.0, "fp8_int8": 14.0, "int4": 7.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/mistralai/Ministral-3-14B-Reasoning-2512", "lineage": { "family": "Ministral 3", "variant": "Ministral-3-14B-Reasoning-2512", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "mistralai/Ministral-3-14B-Base-2512" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "vLLM", "pipeline_tag": null, "declared": [ "mistral-common", "vLLM" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-07-15T12:21:23.000Z", "downloads": 75187, "likes": 156, "sha": "51f9210f3cd20f3452a80d5819d15dc61cc50630", "library_name": "vllm", "pipeline_tag": null, "tags": [ "vllm", "safetensors", "mistral3", "mistral-common", "en", "fr", "es", "de", "it", "pt", "nl", "zh", "ja", "ko", "ar", "arxiv:2601.08584", "base_model:mistralai/Ministral-3-14B-Base-2512", "base_model:finetune:mistralai/Ministral-3-14B-Base-2512", "license:apache-2.0", "region:us" ], "created_at": "2025-10-31T08:42:28.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/ministral-3-14b-reasoning-2512/", "history_url": "https://openmodelweights.com/models/ministral-3-14b-reasoning-2512/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/ministral-3-14b-reasoning-2512.json" }, { "id": "ministral-3-14b-instruct-2512-bf16", "name": "Ministral-3-14B-Instruct-2512-BF16", "developer": "Mistral AI", "family": "Ministral 3", "variant": "Ministral-3-14B-Instruct-2512-BF16", "model": { "parameters": "14B", "total_parameters_billions": 14.0, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Text", "tags": [ "text", "ministral 3" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 28.0, "fp8_int8": 14.0, "int4": 7.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/mistralai/Ministral-3-14B-Instruct-2512-BF16", "lineage": { "family": "Ministral 3", "variant": "Ministral-3-14B-Instruct-2512-BF16", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "mistralai/Ministral-3-14B-Base-2512" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "vLLM", "pipeline_tag": null, "declared": [ "mistral-common", "vLLM" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-07-15T12:21:11.000Z", "downloads": 83750, "likes": 32, "sha": "3cea74c1ebaf5ce5f5a2553de470e2ceab825142", "library_name": "vllm", "pipeline_tag": null, "tags": [ "vllm", "safetensors", "mistral3", "mistral-common", "en", "fr", "es", "de", "it", "pt", "nl", "zh", "ja", "ko", "ar", "arxiv:2601.08584", "base_model:mistralai/Ministral-3-14B-Base-2512", "base_model:finetune:mistralai/Ministral-3-14B-Base-2512", "license:apache-2.0", "deploy:sagemaker", "region:us" ], "created_at": "2025-10-31T08:42:04.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/ministral-3-14b-instruct-2512-bf16/", "history_url": "https://openmodelweights.com/models/ministral-3-14b-instruct-2512-bf16/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/ministral-3-14b-instruct-2512-bf16.json" }, { "id": "ministral-3-14b-instruct-2512", "name": "Ministral-3-14B-Instruct-2512", "developer": "Mistral AI", "family": "Ministral 3", "variant": "Ministral-3-14B-Instruct-2512", "model": { "parameters": "14B", "total_parameters_billions": 14.0, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Text", "tags": [ "text", "ministral 3" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 28.0, "fp8_int8": 14.0, "int4": 7.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/mistralai/Ministral-3-14B-Instruct-2512", "lineage": { "family": "Ministral 3", "variant": "Ministral-3-14B-Instruct-2512", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "mistralai/Ministral-3-14B-Base-2512" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "vLLM", "pipeline_tag": null, "declared": [ "mistral-common", "vLLM" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-07-15T12:20:59.000Z", "downloads": 269476, "likes": 329, "sha": "29439f81c2be264d8d393273f99e7db9c0961120", "library_name": "vllm", "pipeline_tag": null, "tags": [ "vllm", "safetensors", "mistral3", "mistral-common", "en", "fr", "es", "de", "it", "pt", "nl", "zh", "ja", "ko", "ar", "arxiv:2601.08584", "base_model:mistralai/Ministral-3-14B-Base-2512", "base_model:quantized:mistralai/Ministral-3-14B-Base-2512", "license:apache-2.0", "fp8", "deploy:sagemaker", "region:us" ], "created_at": "2025-10-31T08:43:24.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/ministral-3-14b-instruct-2512/", "history_url": "https://openmodelweights.com/models/ministral-3-14b-instruct-2512/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/ministral-3-14b-instruct-2512.json" }, { "id": "leanstral-2603", "name": "Leanstral-2603", "developer": "Mistral AI", "family": "Leanstral", "variant": "2603", "model": { "parameters": "—", "total_parameters_billions": null, "context": { "value": 256000, "display": "256,000 tokens", "status": "verified", "evidence": [ { "source": "README.md", "detail": "explicit context statement" } ] }, "modality": "Text", "tags": [ "text", "leanstral" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/mistralai/Leanstral-2603", "lineage": { "family": "Leanstral", "variant": "2603", "parent": "not-yet-verified", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "vLLM", "pipeline_tag": null, "declared": [ "vLLM" ], "mentioned_in_model_card": [ "SGLang", "Transformers", "mistral-common" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-07-15T12:20:49.000Z", "downloads": 129, "likes": 168, "sha": "410f315f41cdb7e6ed1330dbb5cda88ede250064", "library_name": "vllm", "pipeline_tag": null, "tags": [ "vllm", "license:apache-2.0", "region:us" ], "created_at": "2026-03-11T14:01:29.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/leanstral-2603/", "history_url": "https://openmodelweights.com/models/leanstral-2603/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/leanstral-2603.json" }, { "id": "devstral-small-2-24b-instruct-2512", "name": "Devstral-Small-2-24B-Instruct-2512", "developer": "Mistral AI", "family": "Devstral 2", "variant": "Devstral-Small-2-24B-Instruct-2512", "model": { "parameters": "24B", "total_parameters_billions": 24.0, "context": { "value": 393216, "display": "393,216 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Text / code", "tags": [ "text / code", "devstral 2" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 48.0, "fp8_int8": 24.0, "int4": 12.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/mistralai/Devstral-Small-2-24B-Instruct-2512", "lineage": { "family": "Devstral 2", "variant": "Devstral-Small-2-24B-Instruct-2512", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "mistralai/Mistral-Small-3.1-24B-Base-2503" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "vLLM", "pipeline_tag": null, "declared": [ "mistral-common", "vLLM" ], "mentioned_in_model_card": [ "Ollama", "SGLang", "Transformers", "llama.cpp" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-07-15T12:20:36.000Z", "downloads": 316355, "likes": 673, "sha": "55c5b41e98c2dbd21b0c8afffc540dcfc9eb5128", "library_name": "vllm", "pipeline_tag": null, "tags": [ "vllm", "safetensors", "mistral3", "mistral-common", "arxiv:2501.19399", "base_model:mistralai/Mistral-Small-3.1-24B-Base-2503", "base_model:quantized:mistralai/Mistral-Small-3.1-24B-Base-2503", "license:apache-2.0", "fp8", "deploy:azure", "region:us" ], "created_at": "2025-11-28T11:27:11.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/devstral-small-2-24b-instruct-2512/", "history_url": "https://openmodelweights.com/models/devstral-small-2-24b-instruct-2512/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/devstral-small-2-24b-instruct-2512.json" }, { "id": "devstral-2-123b-instruct-2512", "name": "Devstral-2-123B-Instruct-2512", "developer": "Mistral AI", "family": "Devstral 2", "variant": "Devstral-2-123B-Instruct-2512", "model": { "parameters": "125B", "total_parameters_billions": 125.0, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text / code", "tags": [ "text / code", "devstral 2" ] }, "license": { "id": "other", "name": "Mistral Modified MIT License", "url": "https://huggingface.co/mistralai/Devstral-2-123B-Instruct-2512/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed-with-revenue-condition", "label": "Commercial use allowed, but the license restricts companies above its revenue threshold without a separate license", "basis": "https://huggingface.co/mistralai/Devstral-2-123B-Instruct-2512/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/mistralai/Devstral-2-123B-Instruct-2512/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 250.0, "fp8_int8": 125.0, "int4": 62.5 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/mistralai/Devstral-2-123B-Instruct-2512", "lineage": { "family": "Devstral 2", "variant": "Devstral-2-123B-Instruct-2512", "parent": "not-yet-verified", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "vLLM", "pipeline_tag": null, "declared": [ "mistral-common", "vLLM" ], "mentioned_in_model_card": [ "Ollama", "SGLang", "Transformers", "llama.cpp" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-07-15T12:19:49.000Z", "downloads": 8682, "likes": 342, "sha": "1613bf01adb5e1c6fdc196b46e6b173eae75eb4a", "library_name": "vllm", "pipeline_tag": null, "tags": [ "vllm", "safetensors", "ministral3", "mistral-common", "license:other", "fp8", "region:us" ], "created_at": "2025-11-28T17:32:09.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/devstral-2-123b-instruct-2512/", "history_url": "https://openmodelweights.com/models/devstral-2-123b-instruct-2512/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/devstral-2-123b-instruct-2512.json" }, { "id": "pixtral-large-instruct-2411", "name": "Pixtral-Large-Instruct-2411", "developer": "Mistral AI", "family": "Pixtral", "variant": "Large-Instruct-2411", "model": { "parameters": "—", "total_parameters_billions": null, "context": { "value": 128000, "display": "128,000 tokens", "status": "verified", "evidence": [ { "source": "README.md", "detail": "explicit context statement" } ] }, "modality": "Image + text → text", "tags": [ "image + text → text", "pixtral" ] }, "license": { "id": "other", "name": "Mistral Research License", "url": "https://mistral.ai/licenses/MRL-0.1.md", "status": "verified", "commercial_use": { "status": "not-allowed", "label": "Commercial use is not permitted without a separate Mistral commercial license", "basis": "https://mistral.ai/licenses/MRL-0.1.md" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://mistral.ai/licenses/MRL-0.1.md" } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/mistralai/Pixtral-Large-Instruct-2411", "lineage": { "family": "Pixtral", "variant": "Large-Instruct-2411", "parent": "not-yet-verified", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "vLLM", "pipeline_tag": null, "declared": [ "mistral-common", "vLLM" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-06-02T04:46:39.000Z", "downloads": 215, "likes": 435, "sha": "c1e51f6f11974a1199685d35c62f5a425c2d001e", "library_name": "vllm", "pipeline_tag": null, "tags": [ "vllm", "mistral-common", "en", "fr", "de", "es", "it", "pt", "zh", "ja", "ru", "ko", "license:other", "region:us" ], "created_at": "2024-11-14T20:07:26.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/pixtral-large-instruct-2411/", "history_url": "https://openmodelweights.com/models/pixtral-large-instruct-2411/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/pixtral-large-instruct-2411.json" }, { "id": "pixtral-12b-2409", "name": "Pixtral-12B-2409", "developer": "Mistral AI", "family": "Pixtral", "variant": "12B-2409", "model": { "parameters": "12B", "total_parameters_billions": 12.0, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image + text → text", "tags": [ "image + text → text", "pixtral" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 24.0, "fp8_int8": 12.0, "int4": 6.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/mistralai/Pixtral-12B-2409", "lineage": { "family": "Pixtral", "variant": "12B-2409", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "mistralai/Pixtral-12B-Base-2409" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "vLLM", "pipeline_tag": null, "declared": [ "mistral-common", "vLLM" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-06-02T04:44:58.000Z", "downloads": 8449, "likes": 700, "sha": "a5ca2b7a9421a35ea24411c46e970758b8d3c6a7", "library_name": "vllm", "pipeline_tag": null, "tags": [ "vllm", "mistral-common", "en", "fr", "de", "es", "it", "pt", "ru", "zh", "ja", "base_model:mistralai/Pixtral-12B-Base-2409", "base_model:finetune:mistralai/Pixtral-12B-Base-2409", "license:apache-2.0", "deploy:sagemaker", "deploy:azure", "region:us" ], "created_at": "2024-09-11T18:11:16.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/pixtral-12b-2409/", "history_url": "https://openmodelweights.com/models/pixtral-12b-2409/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/pixtral-12b-2409.json" }, { "id": "mistral-medium-3-5-128b-eagle", "name": "Mistral-Medium-3.5-128B-EAGLE", "developer": "Mistral AI", "family": "Mistral Medium 3.5", "variant": "Mistral-Medium-3.5-128B-EAGLE", "model": { "parameters": "128B", "total_parameters_billions": 128.0, "context": { "value": 256000, "display": "256,000 tokens", "status": "verified", "evidence": [ { "source": "README.md", "detail": "explicit context statement" } ] }, "modality": "Speculative decoding asset", "tags": [ "speculative decoding asset", "mistral medium 3.5" ] }, "license": { "id": "other", "name": "Mistral Modified MIT License", "url": "https://huggingface.co/mistralai/Mistral-Medium-3.5-128B-EAGLE/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed-with-revenue-condition", "label": "Commercial use allowed, but the license restricts companies above its revenue threshold without a separate license", "basis": "https://huggingface.co/mistralai/Mistral-Medium-3.5-128B-EAGLE/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/mistralai/Mistral-Medium-3.5-128B-EAGLE/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 256.0, "fp8_int8": 128.0, "int4": 64.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/mistralai/Mistral-Medium-3.5-128B-EAGLE", "lineage": { "family": "Mistral Medium 3.5", "variant": "Mistral-Medium-3.5-128B-EAGLE", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "mistralai/Mistral-Medium-3.5-128B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": null, "pipeline_tag": null, "declared": [ "vLLM" ], "mentioned_in_model_card": [ "SGLang", "Transformers", "mistral-common" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-04-30T06:32:10.000Z", "downloads": 187, "likes": 62, "sha": "d31694b0f55b51d4d962b5c3dbf0e03d1f019275", "library_name": null, "pipeline_tag": null, "tags": [ "vLLM", "EAGLE", "en", "fr", "de", "es", "pt", "it", "ja", "ko", "ru", "zh", "ar", "fa", "id", "ms", "ne", "pl", "ro", "sr", "sv", "tr", "uk", "vi", "hi", "bn", "base_model:mistralai/Mistral-Medium-3.5-128B", "base_model:finetune:mistralai/Mistral-Medium-3.5-128B", "license:other", "region:us" ], "created_at": "2026-04-27T13:35:34.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/mistral-medium-3-5-128b-eagle/", "history_url": "https://openmodelweights.com/models/mistral-medium-3-5-128b-eagle/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/mistral-medium-3-5-128b-eagle.json" }, { "id": "voxtral-4b-tts-2603", "name": "Voxtral-4B-TTS-2603", "developer": "Mistral AI", "family": "Voxtral", "variant": "4B-TTS-2603", "model": { "parameters": "4B", "total_parameters_billions": 4.0, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text-to-speech", "tags": [ "text-to-speech", "voxtral" ] }, "license": { "id": "cc-by-nc-4.0", "name": "CC BY-NC 4.0", "url": null, "status": "verified", "commercial_use": { "status": "not-allowed", "label": "Commercial use is not permitted by CC BY-NC 4.0", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 8.0, "fp8_int8": 4.0, "int4": 2.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/mistralai/Voxtral-4B-TTS-2603", "lineage": { "family": "Voxtral", "variant": "4B-TTS-2603", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "mistralai/Ministral-3-3B-Base-2512" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "vLLM", "pipeline_tag": "text-to-speech", "declared": [ "mistral-common", "vLLM" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-03-31T13:43:59.000Z", "downloads": 1668, "likes": 919, "sha": "b81be46c3777f88621676791b512bb01dc1cb970", "library_name": "vllm", "pipeline_tag": "text-to-speech", "tags": [ "vllm", "mistral-common", "text-to-speech", "en", "fr", "es", "pt", "it", "nl", "de", "ar", "hi", "arxiv:2603.25551", "base_model:mistralai/Ministral-3-3B-Base-2512", "base_model:finetune:mistralai/Ministral-3-3B-Base-2512", "license:cc-by-nc-4.0", "region:us" ], "created_at": "2025-11-17T17:06:57.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/voxtral-4b-tts-2603/", "history_url": "https://openmodelweights.com/models/voxtral-4b-tts-2603/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/voxtral-4b-tts-2603.json" }, { "id": "voxtral-mini-4b-realtime-2602", "name": "Voxtral-Mini-4B-Realtime-2602", "developer": "Mistral AI", "family": "Voxtral", "variant": "Mini-4B-Realtime-2602", "model": { "parameters": "4B", "total_parameters_billions": 4.0, "context": { "value": 131072, "display": "131,072 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Automatic speech recognition", "tags": [ "automatic speech recognition", "voxtral" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 8.0, "fp8_int8": 4.0, "int4": 2.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/mistralai/Voxtral-Mini-4B-Realtime-2602", "lineage": { "family": "Voxtral", "variant": "Mini-4B-Realtime-2602", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "mistralai/Ministral-3-3B-Base-2512" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "vLLM", "pipeline_tag": "automatic-speech-recognition", "declared": [ "mistral-common", "vLLM" ], "mentioned_in_model_card": [ "MLX", "Transformers", "llama.cpp" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-03-11T15:04:02.000Z", "downloads": 1931692, "likes": 998, "sha": "2769294da9567371363522aac9bbcfdd19447add", "library_name": "vllm", "pipeline_tag": "automatic-speech-recognition", "tags": [ "vllm", "safetensors", "voxtral_realtime", "mistral-common", "automatic-speech-recognition", "en", "fr", "es", "de", "ru", "zh", "ja", "it", "pt", "nl", "ar", "hi", "ko", "arxiv:2602.11298", "base_model:mistralai/Ministral-3-3B-Base-2512", "base_model:finetune:mistralai/Ministral-3-3B-Base-2512", "license:apache-2.0", "eval-results", "deploy:sagemaker", "region:us" ], "created_at": "2026-01-21T17:22:02.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/voxtral-mini-4b-realtime-2602/", "history_url": "https://openmodelweights.com/models/voxtral-mini-4b-realtime-2602/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/voxtral-mini-4b-realtime-2602.json" }, { "id": "magistral-small-2509", "name": "Magistral-Small-2509", "developer": "Mistral AI", "family": "Magistral", "variant": "Small-2509", "model": { "parameters": "24B", "total_parameters_billions": 24.0, "context": { "value": 131072, "display": "131,072 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Text / reasoning", "tags": [ "text / reasoning", "magistral" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 48.0, "fp8_int8": 24.0, "int4": 12.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/mistralai/Magistral-Small-2509", "lineage": { "family": "Magistral", "variant": "Small-2509", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "mistralai/Mistral-Small-3.2-24B-Instruct-2506" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "vLLM", "pipeline_tag": null, "declared": [ "mistral-common", "vLLM" ], "mentioned_in_model_card": [ "Transformers", "llama.cpp" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-02-23T18:04:17.000Z", "downloads": 5697, "likes": 306, "sha": "a31cc96ab10cf19bc42c628fedf1e359e0853c49", "library_name": "vllm", "pipeline_tag": null, "tags": [ "vllm", "safetensors", "mistral3", "mistral-common", "en", "fr", "de", "es", "pt", "it", "ja", "ko", "ru", "zh", "ar", "fa", "id", "ms", "ne", "pl", "ro", "sr", "sv", "tr", "uk", "vi", "hi", "bn", "arxiv:2506.10910", "base_model:mistralai/Mistral-Small-3.2-24B-Instruct-2506", "base_model:finetune:mistralai/Mistral-Small-3.2-24B-Instruct-2506", "license:apache-2.0", "region:us" ], "created_at": "2025-09-12T09:45:10.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/magistral-small-2509/", "history_url": "https://openmodelweights.com/models/magistral-small-2509/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/magistral-small-2509.json" }, { "id": "ministral-3-3b-instruct-2512-onnx", "name": "Ministral-3-3B-Instruct-2512-ONNX", "developer": "Mistral AI", "family": "Ministral 3", "variant": "Ministral-3-3B-Instruct-2512-ONNX", "model": { "parameters": "4B", "total_parameters_billions": 4.0, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Text", "tags": [ "text", "ministral 3" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 8.0, "fp8_int8": 4.0, "int4": 2.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "ONNX" ], "repository": "https://huggingface.co/mistralai/Ministral-3-3B-Instruct-2512-ONNX", "lineage": { "family": "Ministral 3", "variant": "Ministral-3-3B-Instruct-2512-ONNX", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "mistralai/Ministral-3-3B-Instruct-2512" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "transformers.js", "pipeline_tag": "image-text-to-text", "declared": [ "ONNX Runtime", "transformers.js" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-01-15T11:19:37.000Z", "downloads": 507, "likes": 33, "sha": "e1128d389145f96bb1c3c2625cb8ca255ffa7034", "library_name": "transformers.js", "pipeline_tag": "image-text-to-text", "tags": [ "transformers.js", "onnx", "mistral3", "image-text-to-text", "onnxruntime", "conversational", "en", "fr", "es", "de", "it", "pt", "nl", "zh", "ja", "ko", "ar", "arxiv:2601.08584", "base_model:mistralai/Ministral-3-3B-Instruct-2512", "base_model:quantized:mistralai/Ministral-3-3B-Instruct-2512", "license:apache-2.0", "region:us" ], "created_at": "2025-11-24T08:49:49.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/ministral-3-3b-instruct-2512-onnx/", "history_url": "https://openmodelweights.com/models/ministral-3-3b-instruct-2512-onnx/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/ministral-3-3b-instruct-2512-onnx.json" }, { "id": "ministral-3-3b-reasoning-2512-gguf", "name": "Ministral-3-3B-Reasoning-2512-GGUF", "developer": "Mistral AI", "family": "Ministral 3", "variant": "Ministral-3-3B-Reasoning-2512-GGUF", "model": { "parameters": "3B", "total_parameters_billions": 3.0, "context": { "value": 256000, "display": "256,000 tokens", "status": "verified", "evidence": [ { "source": "README.md", "detail": "explicit context statement" } ] }, "modality": "Text", "tags": [ "text", "ministral 3" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 6.0, "fp8_int8": 3.0, "int4": 1.5 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "GGUF" ], "repository": "https://huggingface.co/mistralai/Ministral-3-3B-Reasoning-2512-GGUF", "lineage": { "family": "Ministral 3", "variant": "Ministral-3-3B-Reasoning-2512-GGUF", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "mistralai/Ministral-3-3B-Reasoning-2512" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "vLLM", "pipeline_tag": null, "declared": [ "mistral-common", "vLLM" ], "mentioned_in_model_card": [], "artifact_signals": [ "GGUF artifact present (commonly used with llama.cpp-compatible runtimes)" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-01-15T11:19:18.000Z", "downloads": 4237, "likes": 44, "sha": "b432f0a2c144af8a1937b06e2ea7f75ebb4d0b31", "library_name": "vllm", "pipeline_tag": null, "tags": [ "vllm", "gguf", "mistral-common", "en", "fr", "es", "de", "it", "pt", "nl", "zh", "ja", "ko", "ar", "arxiv:2601.08584", "base_model:mistralai/Ministral-3-3B-Reasoning-2512", "base_model:quantized:mistralai/Ministral-3-3B-Reasoning-2512", "license:apache-2.0", "region:us", "conversational" ], "created_at": "2025-10-31T08:45:49.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/ministral-3-3b-reasoning-2512-gguf/", "history_url": "https://openmodelweights.com/models/ministral-3-3b-reasoning-2512-gguf/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/ministral-3-3b-reasoning-2512-gguf.json" }, { "id": "ministral-3-8b-reasoning-2512-gguf", "name": "Ministral-3-8B-Reasoning-2512-GGUF", "developer": "Mistral AI", "family": "Ministral 3", "variant": "Ministral-3-8B-Reasoning-2512-GGUF", "model": { "parameters": "8B", "total_parameters_billions": 8.0, "context": { "value": 256000, "display": "256,000 tokens", "status": "verified", "evidence": [ { "source": "README.md", "detail": "explicit context statement" } ] }, "modality": "Text", "tags": [ "text", "ministral 3" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 16.0, "fp8_int8": 8.0, "int4": 4.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "GGUF" ], "repository": "https://huggingface.co/mistralai/Ministral-3-8B-Reasoning-2512-GGUF", "lineage": { "family": "Ministral 3", "variant": "Ministral-3-8B-Reasoning-2512-GGUF", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "mistralai/Ministral-3-8B-Reasoning-2512" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "vLLM", "pipeline_tag": null, "declared": [ "mistral-common", "vLLM" ], "mentioned_in_model_card": [], "artifact_signals": [ "GGUF artifact present (commonly used with llama.cpp-compatible runtimes)" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-01-15T11:19:00.000Z", "downloads": 4527, "likes": 44, "sha": "4413bc9b7b091ddad28101650d1395f5e045a328", "library_name": "vllm", "pipeline_tag": null, "tags": [ "vllm", "gguf", "mistral-common", "en", "fr", "es", "de", "it", "pt", "nl", "zh", "ja", "ko", "ar", "arxiv:2601.08584", "base_model:mistralai/Ministral-3-8B-Reasoning-2512", "base_model:quantized:mistralai/Ministral-3-8B-Reasoning-2512", "license:apache-2.0", "region:us", "conversational" ], "created_at": "2025-10-31T08:46:38.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/ministral-3-8b-reasoning-2512-gguf/", "history_url": "https://openmodelweights.com/models/ministral-3-8b-reasoning-2512-gguf/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/ministral-3-8b-reasoning-2512-gguf.json" }, { "id": "ministral-3-3b-instruct-2512-gguf", "name": "Ministral-3-3B-Instruct-2512-GGUF", "developer": "Mistral AI", "family": "Ministral 3", "variant": "Ministral-3-3B-Instruct-2512-GGUF", "model": { "parameters": "3B", "total_parameters_billions": 3.0, "context": { "value": 256000, "display": "256,000 tokens", "status": "verified", "evidence": [ { "source": "README.md", "detail": "explicit context statement" } ] }, "modality": "Text", "tags": [ "text", "ministral 3" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 6.0, "fp8_int8": 3.0, "int4": 1.5 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "GGUF" ], "repository": "https://huggingface.co/mistralai/Ministral-3-3B-Instruct-2512-GGUF", "lineage": { "family": "Ministral 3", "variant": "Ministral-3-3B-Instruct-2512-GGUF", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "mistralai/Ministral-3-3B-Instruct-2512" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "vLLM", "pipeline_tag": null, "declared": [ "mistral-common", "vLLM" ], "mentioned_in_model_card": [], "artifact_signals": [ "GGUF artifact present (commonly used with llama.cpp-compatible runtimes)" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-01-15T11:18:21.000Z", "downloads": 39133, "likes": 85, "sha": "eb599d408350ea2bb60452cb86be7c7b2fc28227", "library_name": "vllm", "pipeline_tag": null, "tags": [ "vllm", "gguf", "mistral-common", "en", "fr", "es", "de", "it", "pt", "nl", "zh", "ja", "ko", "ar", "arxiv:2601.08584", "base_model:mistralai/Ministral-3-3B-Instruct-2512", "base_model:quantized:mistralai/Ministral-3-3B-Instruct-2512", "license:apache-2.0", "region:us", "conversational" ], "created_at": "2025-10-31T08:45:13.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/ministral-3-3b-instruct-2512-gguf/", "history_url": "https://openmodelweights.com/models/ministral-3-3b-instruct-2512-gguf/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/ministral-3-3b-instruct-2512-gguf.json" }, { "id": "ministral-3-8b-instruct-2512-gguf", "name": "Ministral-3-8B-Instruct-2512-GGUF", "developer": "Mistral AI", "family": "Ministral 3", "variant": "Ministral-3-8B-Instruct-2512-GGUF", "model": { "parameters": "8B", "total_parameters_billions": 8.0, "context": { "value": 256000, "display": "256,000 tokens", "status": "verified", "evidence": [ { "source": "README.md", "detail": "explicit context statement" } ] }, "modality": "Text", "tags": [ "text", "ministral 3" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 16.0, "fp8_int8": 8.0, "int4": 4.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "GGUF" ], "repository": "https://huggingface.co/mistralai/Ministral-3-8B-Instruct-2512-GGUF", "lineage": { "family": "Ministral 3", "variant": "Ministral-3-8B-Instruct-2512-GGUF", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "mistralai/Ministral-3-8B-Instruct-2512" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "vLLM", "pipeline_tag": null, "declared": [ "mistral-common", "vLLM" ], "mentioned_in_model_card": [], "artifact_signals": [ "GGUF artifact present (commonly used with llama.cpp-compatible runtimes)" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-01-15T11:18:05.000Z", "downloads": 29409, "likes": 77, "sha": "0102285ad796bd99af90f58de616092e5630e970", "library_name": "vllm", "pipeline_tag": null, "tags": [ "vllm", "gguf", "mistral-common", "en", "fr", "es", "de", "it", "pt", "nl", "zh", "ja", "ko", "ar", "arxiv:2601.08584", "base_model:mistralai/Ministral-3-8B-Instruct-2512", "base_model:quantized:mistralai/Ministral-3-8B-Instruct-2512", "license:apache-2.0", "region:us", "conversational" ], "created_at": "2025-10-31T08:46:24.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/ministral-3-8b-instruct-2512-gguf/", "history_url": "https://openmodelweights.com/models/ministral-3-8b-instruct-2512-gguf/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/ministral-3-8b-instruct-2512-gguf.json" }, { "id": "ministral-3-14b-instruct-2512-gguf", "name": "Ministral-3-14B-Instruct-2512-GGUF", "developer": "Mistral AI", "family": "Ministral 3", "variant": "Ministral-3-14B-Instruct-2512-GGUF", "model": { "parameters": "14B", "total_parameters_billions": 14.0, "context": { "value": 256000, "display": "256,000 tokens", "status": "verified", "evidence": [ { "source": "README.md", "detail": "explicit context statement" } ] }, "modality": "Text", "tags": [ "text", "ministral 3" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 28.0, "fp8_int8": 14.0, "int4": 7.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "GGUF" ], "repository": "https://huggingface.co/mistralai/Ministral-3-14B-Instruct-2512-GGUF", "lineage": { "family": "Ministral 3", "variant": "Ministral-3-14B-Instruct-2512-GGUF", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "mistralai/Ministral-3-14B-Instruct-2512" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "vLLM", "pipeline_tag": null, "declared": [ "mistral-common", "vLLM" ], "mentioned_in_model_card": [], "artifact_signals": [ "GGUF artifact present (commonly used with llama.cpp-compatible runtimes)" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-01-15T11:17:42.000Z", "downloads": 42039, "likes": 76, "sha": "74fac473c43357d7fb2671713608183cc72496d0", "library_name": "vllm", "pipeline_tag": null, "tags": [ "vllm", "gguf", "mistral-common", "en", "fr", "es", "de", "it", "pt", "nl", "zh", "ja", "ko", "ar", "arxiv:2601.08584", "base_model:mistralai/Ministral-3-14B-Instruct-2512", "base_model:quantized:mistralai/Ministral-3-14B-Instruct-2512", "license:apache-2.0", "region:us", "conversational" ], "created_at": "2025-10-31T08:47:30.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/ministral-3-14b-instruct-2512-gguf/", "history_url": "https://openmodelweights.com/models/ministral-3-14b-instruct-2512-gguf/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/ministral-3-14b-instruct-2512-gguf.json" }, { "id": "ministral-3-3b-base-2512", "name": "Ministral-3-3B-Base-2512", "developer": "Mistral AI", "family": "Ministral 3", "variant": "Ministral-3-3B-Base-2512", "model": { "parameters": "4B", "total_parameters_billions": 4.0, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Text", "tags": [ "text", "ministral 3" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 8.0, "fp8_int8": 4.0, "int4": 2.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/mistralai/Ministral-3-3B-Base-2512", "lineage": { "family": "Ministral 3", "variant": "Ministral-3-3B-Base-2512", "parent": "not-yet-verified", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "vLLM", "pipeline_tag": null, "declared": [ "mistral-common", "vLLM" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-01-15T11:17:21.000Z", "downloads": 15123, "likes": 78, "sha": "6f9c4b12a95b139af68670a6713616b757923735", "library_name": "vllm", "pipeline_tag": null, "tags": [ "vllm", "safetensors", "mistral3", "mistral-common", "en", "fr", "es", "de", "it", "pt", "nl", "zh", "ja", "ko", "ar", "arxiv:2601.08584", "license:apache-2.0", "region:us" ], "created_at": "2025-10-31T08:38:59.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/ministral-3-3b-base-2512/", "history_url": "https://openmodelweights.com/models/ministral-3-3b-base-2512/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/ministral-3-3b-base-2512.json" }, { "id": "ministral-3-8b-base-2512", "name": "Ministral-3-8B-Base-2512", "developer": "Mistral AI", "family": "Ministral 3", "variant": "Ministral-3-8B-Base-2512", "model": { "parameters": "9B", "total_parameters_billions": 9.0, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Text", "tags": [ "text", "ministral 3" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 18.0, "fp8_int8": 9.0, "int4": 4.5 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/mistralai/Ministral-3-8B-Base-2512", "lineage": { "family": "Ministral 3", "variant": "Ministral-3-8B-Base-2512", "parent": "not-yet-verified", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "vLLM", "pipeline_tag": null, "declared": [ "mistral-common", "vLLM" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-01-15T11:17:01.000Z", "downloads": 13567, "likes": 54, "sha": "d4883f9b36aa2e5d775730d3fdba3d30de51a8ef", "library_name": "vllm", "pipeline_tag": null, "tags": [ "vllm", "safetensors", "mistral3", "mistral-common", "en", "fr", "es", "de", "it", "pt", "nl", "zh", "ja", "ko", "ar", "arxiv:2601.08584", "license:apache-2.0", "region:us" ], "created_at": "2025-10-31T08:40:56.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/ministral-3-8b-base-2512/", "history_url": "https://openmodelweights.com/models/ministral-3-8b-base-2512/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/ministral-3-8b-base-2512.json" }, { "id": "ministral-3-14b-base-2512", "name": "Ministral-3-14B-Base-2512", "developer": "Mistral AI", "family": "Ministral 3", "variant": "Ministral-3-14B-Base-2512", "model": { "parameters": "14B", "total_parameters_billions": 14.0, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Text", "tags": [ "text", "ministral 3" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 28.0, "fp8_int8": 14.0, "int4": 7.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/mistralai/Ministral-3-14B-Base-2512", "lineage": { "family": "Ministral 3", "variant": "Ministral-3-14B-Base-2512", "parent": "not-yet-verified", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "vLLM", "pipeline_tag": null, "declared": [ "mistral-common", "vLLM" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-01-15T11:16:43.000Z", "downloads": 3710, "likes": 64, "sha": "5b0ceedbb42dff466ae60b258ba296f32da51384", "library_name": "vllm", "pipeline_tag": null, "tags": [ "vllm", "safetensors", "mistral3", "mistral-common", "en", "fr", "es", "de", "it", "pt", "nl", "zh", "ja", "ko", "ar", "arxiv:2601.08584", "license:apache-2.0", "region:us" ], "created_at": "2025-10-31T08:41:49.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/ministral-3-14b-base-2512/", "history_url": "https://openmodelweights.com/models/ministral-3-14b-base-2512/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/ministral-3-14b-base-2512.json" }, { "id": "mistral-small-3-2-24b-instruct-2506", "name": "Mistral-Small-3.2-24B-Instruct-2506", "developer": "Mistral AI", "family": "Mistral Small 3.2", "variant": "Mistral-Small-3.2-24B-Instruct-2506", "model": { "parameters": "24B", "total_parameters_billions": 24.0, "context": { "value": 131072, "display": "131,072 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Text", "tags": [ "text", "mistral small 3.2" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 48.0, "fp8_int8": 24.0, "int4": 12.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/mistralai/Mistral-Small-3.2-24B-Instruct-2506", "lineage": { "family": "Mistral Small 3.2", "variant": "Mistral-Small-3.2-24B-Instruct-2506", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "mistralai/Mistral-Small-3.1-24B-Base-2503" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "vLLM", "pipeline_tag": null, "declared": [ "mistral-common", "vLLM" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-12-22T10:16:55.000Z", "downloads": 254948, "likes": 622, "sha": "95a6d26c4bfb886c58daf9d3f7332c857cb27b43", "library_name": "vllm", "pipeline_tag": null, "tags": [ "vllm", "safetensors", "mistral3", "mistral-common", "en", "fr", "de", "es", "pt", "it", "ja", "ko", "ru", "zh", "ar", "fa", "id", "ms", "ne", "pl", "ro", "sr", "sv", "tr", "uk", "vi", "hi", "bn", "base_model:mistralai/Mistral-Small-3.1-24B-Base-2503", "base_model:finetune:mistralai/Mistral-Small-3.1-24B-Base-2503", "license:apache-2.0", "deploy:sagemaker", "region:us" ], "created_at": "2025-06-19T17:41:13.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/mistral-small-3-2-24b-instruct-2506/", "history_url": "https://openmodelweights.com/models/mistral-small-3-2-24b-instruct-2506/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/mistral-small-3-2-24b-instruct-2506.json" }, { "id": "prompt-guard-86m", "name": "Prompt-Guard-86M", "developer": "Meta", "family": "Prompt Guard", "variant": "Prompt-Guard-86M", "model": { "parameters": "0.3B", "total_parameters_billions": 0.3, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "README.md", "detail": "explicit context statement" } ] }, "modality": "Text classification", "tags": [ "text classification", "prompt guard" ] }, "license": { "id": "llama3.1", "name": "llama3.1", "url": "https://www.llama.com/llama3/license/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed subject to Llama community-license conditions", "basis": "https://www.llama.com/llama3/license/" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.llama.com/llama3/license/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.6, "fp8_int8": 0.3, "int4": 0.15 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/meta-llama/Prompt-Guard-86M", "lineage": { "family": "Prompt Guard", "variant": "Prompt-Guard-86M", "parent": "not-yet-verified", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-classification", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-11-12T21:27:00.000Z", "downloads": 3473486, "likes": 419, "sha": "1209add6ca7d9c1d815171b8e5571587fe3e7b03", "library_name": "transformers", "pipeline_tag": "text-classification", "tags": [ "transformers", "safetensors", "deberta-v2", "text-classification", "facebook", "meta", "pytorch", "llama", "llama-3", "en", "license:llama3.1", "text-embeddings-inference", "endpoints_compatible", "deploy:sagemaker", "region:us" ], "created_at": "2024-07-21T19:18:13.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/prompt-guard-86m/", "history_url": "https://openmodelweights.com/models/prompt-guard-86m/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/prompt-guard-86m.json" }, { "id": "meta-llama-3-8b-instruct", "name": "Meta-Llama-3-8B-Instruct", "developer": "Meta", "family": "Llama 3", "variant": "Meta-Llama-3-8B-Instruct", "model": { "parameters": "8B", "total_parameters_billions": 8.0, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text", "tags": [ "text", "llama 3" ] }, "license": { "id": "llama3", "name": "llama3", "url": "https://www.llama.com/llama3/license/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed subject to Llama community-license conditions", "basis": "https://www.llama.com/llama3/license/" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.llama.com/llama3/license/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 16.0, "fp8_int8": 8.0, "int4": 4.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct", "lineage": { "family": "Llama 3", "variant": "Meta-Llama-3-8B-Instruct", "parent": "not-yet-verified", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "TGI" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-06-18T23:49:51.000Z", "downloads": 1007600, "likes": 5181, "sha": "8afb486c1db24fe5011ec46dfbe5b5dccdb575c2", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "llama", "text-generation", "facebook", "meta", "pytorch", "llama-3", "conversational", "en", "license:llama3", "eval-results", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ], "created_at": "2024-04-17T09:35:12.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/meta-llama-3-8b-instruct/", "history_url": "https://openmodelweights.com/models/meta-llama-3-8b-instruct/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/meta-llama-3-8b-instruct.json" }, { "id": "meta-llama-3-70b-instruct", "name": "Meta-Llama-3-70B-Instruct", "developer": "Meta", "family": "Llama 3", "variant": "Meta-Llama-3-70B-Instruct", "model": { "parameters": "71B", "total_parameters_billions": 71.0, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text", "tags": [ "text", "llama 3" ] }, "license": { "id": "llama3", "name": "llama3", "url": "https://www.llama.com/llama3/license/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed subject to Llama community-license conditions", "basis": "https://www.llama.com/llama3/license/" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.llama.com/llama3/license/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 142.0, "fp8_int8": 71.0, "int4": 35.5 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/meta-llama/Meta-Llama-3-70B-Instruct", "lineage": { "family": "Llama 3", "variant": "Meta-Llama-3-70B-Instruct", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "meta-llama/Meta-Llama-3-70B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "TGI" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-06-18T23:49:26.000Z", "downloads": 119373, "likes": 1532, "sha": "50fd307e57011801c7833c87efa1984ddf2db42f", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "llama", "text-generation", "facebook", "meta", "pytorch", "llama-3", "conversational", "en", "base_model:meta-llama/Meta-Llama-3-70B", "base_model:finetune:meta-llama/Meta-Llama-3-70B", "license:llama3", "eval-results", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ], "created_at": "2024-04-17T09:34:54.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/meta-llama-3-70b-instruct/", "history_url": "https://openmodelweights.com/models/meta-llama-3-70b-instruct/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/meta-llama-3-70b-instruct.json" }, { "id": "llama-4-maverick-17b-128e-instruct", "name": "Llama-4-Maverick-17B-128E-Instruct", "developer": "Meta", "family": "Llama 4 Maverick", "variant": "Llama-4-Maverick-17B-128E-Instruct", "model": { "parameters": "402B", "total_parameters_billions": 402.0, "context": { "value": 128000, "display": "128,000 tokens", "status": "verified", "evidence": [ { "source": "README.md", "detail": "explicit context statement" } ] }, "modality": "Image + text → text", "tags": [ "image + text → text", "llama 4 maverick" ] }, "license": { "id": "other", "name": "llama4", "url": "https://github.com/meta-llama/llama-models/blob/main/models/llama4/LICENSE", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed subject to Llama community-license conditions", "basis": "https://github.com/meta-llama/llama-models/blob/main/models/llama4/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://github.com/meta-llama/llama-models/blob/main/models/llama4/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 804.0, "fp8_int8": 402.0, "int4": 201.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/meta-llama/Llama-4-Maverick-17B-128E-Instruct", "lineage": { "family": "Llama 4 Maverick", "variant": "Llama-4-Maverick-17B-128E-Instruct", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "meta-llama/Llama-4-Maverick-17B-128E" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "Diffusers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-05-22T23:46:12.000Z", "downloads": 9935, "likes": 514, "sha": "73d14711bcc77c16df3470856949c3764056b617", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "llama4", "image-text-to-text", "facebook", "meta", "pytorch", "llama", "conversational", "ar", "de", "en", "es", "fr", "hi", "id", "it", "pt", "th", "tl", "vi", "arxiv:2204.05149", "base_model:meta-llama/Llama-4-Maverick-17B-128E", "base_model:finetune:meta-llama/Llama-4-Maverick-17B-128E", "license:other", "eval-results", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "region:us" ], "created_at": "2025-04-01T22:17:20.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/llama-4-maverick-17b-128e-instruct/", "history_url": "https://openmodelweights.com/models/llama-4-maverick-17b-128e-instruct/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/llama-4-maverick-17b-128e-instruct.json" }, { "id": "llama-4-maverick-17b-128e-instruct-fp8", "name": "Llama-4-Maverick-17B-128E-Instruct-FP8", "developer": "Meta", "family": "Llama 4 Maverick", "variant": "Llama-4-Maverick-17B-128E-Instruct-FP8", "model": { "parameters": "402B", "total_parameters_billions": 402.0, "context": { "value": 128000, "display": "128,000 tokens", "status": "verified", "evidence": [ { "source": "README.md", "detail": "explicit context statement" } ] }, "modality": "Image + text → text", "tags": [ "image + text → text", "llama 4 maverick" ] }, "license": { "id": "other", "name": "llama4", "url": "https://github.com/meta-llama/llama-models/blob/main/models/llama4/LICENSE", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed subject to Llama community-license conditions", "basis": "https://github.com/meta-llama/llama-models/blob/main/models/llama4/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://github.com/meta-llama/llama-models/blob/main/models/llama4/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 804.0, "fp8_int8": 402.0, "int4": 201.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/meta-llama/Llama-4-Maverick-17B-128E-Instruct-FP8", "lineage": { "family": "Llama 4 Maverick", "variant": "Llama-4-Maverick-17B-128E-Instruct-FP8", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "meta-llama/Llama-4-Maverick-17B-128E-Instruct-FP8" ], "relation": "quantized", "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-05-22T23:46:03.000Z", "downloads": 48512, "likes": 183, "sha": "94125d2bd83076b21eed33119525e29eaf3894f4", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "llama4", "image-text-to-text", "facebook", "meta", "pytorch", "llama", "conversational", "ar", "de", "en", "es", "fr", "hi", "id", "it", "pt", "th", "tl", "vi", "arxiv:2204.05149", "base_model:meta-llama/Llama-4-Maverick-17B-128E-Instruct-FP8", "base_model:quantized:meta-llama/Llama-4-Maverick-17B-128E-Instruct-FP8", "license:other", "eval-results", "text-generation-inference", "endpoints_compatible", "compressed-tensors", "deploy:sagemaker", "region:us" ], "created_at": "2025-04-01T20:47:02.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "recipe-or-training-files-present", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/llama-4-maverick-17b-128e-instruct-fp8/", "history_url": "https://openmodelweights.com/models/llama-4-maverick-17b-128e-instruct-fp8/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/llama-4-maverick-17b-128e-instruct-fp8.json" }, { "id": "llama-4-scout-17b-16e-instruct", "name": "Llama-4-Scout-17B-16E-Instruct", "developer": "Meta", "family": "Llama 4 Scout", "variant": "Llama-4-Scout-17B-16E-Instruct", "model": { "parameters": "109B", "total_parameters_billions": 109.0, "context": { "value": 128000, "display": "128,000 tokens", "status": "verified", "evidence": [ { "source": "README.md", "detail": "explicit context statement" } ] }, "modality": "Image + text → text", "tags": [ "image + text → text", "llama 4 scout" ] }, "license": { "id": "other", "name": "llama4", "url": "https://github.com/meta-llama/llama-models/blob/main/models/llama4/LICENSE", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed subject to Llama community-license conditions", "basis": "https://github.com/meta-llama/llama-models/blob/main/models/llama4/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://github.com/meta-llama/llama-models/blob/main/models/llama4/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 218.0, "fp8_int8": 109.0, "int4": 54.5 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/meta-llama/Llama-4-Scout-17B-16E-Instruct", "lineage": { "family": "Llama 4 Scout", "variant": "Llama-4-Scout-17B-16E-Instruct", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "meta-llama/Llama-4-Scout-17B-16E" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "Diffusers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-05-22T23:44:50.000Z", "downloads": 180578, "likes": 1363, "sha": "92f3b1597a195b523d8d9e5700e57e4fbb8f20d3", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "llama4", "image-text-to-text", "facebook", "meta", "pytorch", "llama", "conversational", "ar", "de", "en", "es", "fr", "hi", "id", "it", "pt", "th", "tl", "vi", "arxiv:2204.05149", "base_model:meta-llama/Llama-4-Scout-17B-16E", "base_model:finetune:meta-llama/Llama-4-Scout-17B-16E", "license:other", "eval-results", "text-generation-inference", "endpoints_compatible", "region:us" ], "created_at": "2025-04-02T13:34:17.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/llama-4-scout-17b-16e-instruct/", "history_url": "https://openmodelweights.com/models/llama-4-scout-17b-16e-instruct/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/llama-4-scout-17b-16e-instruct.json" }, { "id": "llama-4-maverick-17b-128e-instruct-original", "name": "Llama-4-Maverick-17B-128E-Instruct-Original", "developer": "Meta", "family": "Llama 4 Maverick", "variant": "Llama-4-Maverick-17B-128E-Instruct-Original", "model": { "parameters": "402B", "total_parameters_billions": 402.0, "context": { "value": 128000, "display": "128,000 tokens", "status": "verified", "evidence": [ { "source": "README.md", "detail": "explicit context statement" } ] }, "modality": "Image + text → text", "tags": [ "image + text → text", "llama 4 maverick" ] }, "license": { "id": "other", "name": "llama4", "url": "https://github.com/meta-llama/llama-models/blob/main/models/llama4/LICENSE", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed subject to Llama community-license conditions", "basis": "https://github.com/meta-llama/llama-models/blob/main/models/llama4/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://github.com/meta-llama/llama-models/blob/main/models/llama4/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 804.0, "fp8_int8": 402.0, "int4": 201.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/meta-llama/Llama-4-Maverick-17B-128E-Instruct-Original", "lineage": { "family": "Llama 4 Maverick", "variant": "Llama-4-Maverick-17B-128E-Instruct-Original", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "meta-llama/Llama-4-Maverick-17B-128E" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": null, "pipeline_tag": null, "declared": [], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-05-10T15:08:32.000Z", "downloads": 10, "likes": 40, "sha": "67c56dfc0e87cd4ade6ec403b59fa7922b762b13", "library_name": null, "pipeline_tag": null, "tags": [ "facebook", "meta", "pytorch", "llama", "llama-4", "ar", "de", "en", "es", "fr", "hi", "id", "it", "pt", "th", "tl", "vi", "arxiv:2204.05149", "base_model:meta-llama/Llama-4-Maverick-17B-128E", "base_model:finetune:meta-llama/Llama-4-Maverick-17B-128E", "license:other", "region:us" ], "created_at": "2025-04-04T08:02:25.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/llama-4-maverick-17b-128e-instruct-original/", "history_url": "https://openmodelweights.com/models/llama-4-maverick-17b-128e-instruct-original/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/llama-4-maverick-17b-128e-instruct-original.json" }, { "id": "llama-guard-4-12b", "name": "Llama-Guard-4-12B", "developer": "Meta", "family": "Llama Guard 4", "variant": "Llama-Guard-4-12B", "model": { "parameters": "12B", "total_parameters_billions": 12.0, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image + text → text / safety", "tags": [ "image + text → text / safety", "llama guard 4" ] }, "license": { "id": "other", "name": "llama4", "url": "https://github.com/meta-llama/llama-models/blob/main/models/llama4/LICENSE", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed subject to Llama community-license conditions", "basis": "https://github.com/meta-llama/llama-models/blob/main/models/llama4/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://github.com/meta-llama/llama-models/blob/main/models/llama4/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 24.0, "fp8_int8": 12.0, "int4": 6.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/meta-llama/Llama-Guard-4-12B", "lineage": { "family": "Llama Guard 4", "variant": "Llama-Guard-4-12B", "parent": "not-yet-verified", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-04-29T18:14:44.000Z", "downloads": 46211, "likes": 130, "sha": "87acb4b94e930c3d679e6e7ee9d57e2feab9ea71", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "llama4", "image-text-to-text", "facebook", "meta", "pytorch", "llama", "safety", "conversational", "en", "arxiv:2503.05731", "arxiv:2407.21783", "license:other", "text-generation-inference", "endpoints_compatible", "region:us" ], "created_at": "2025-04-23T11:30:25.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/llama-guard-4-12b/", "history_url": "https://openmodelweights.com/models/llama-guard-4-12b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/llama-guard-4-12b.json" }, { "id": "llama-prompt-guard-2-86m", "name": "Llama-Prompt-Guard-2-86M", "developer": "Meta", "family": "Prompt Guard 2", "variant": "Llama-Prompt-Guard-2-86M", "model": { "parameters": "86M", "total_parameters_billions": 0.086, "context": { "value": 2000000, "display": "2,000,000 tokens", "status": "verified", "evidence": [ { "source": "README.md", "detail": "explicit context statement" } ] }, "modality": "Text classification", "tags": [ "text classification", "prompt guard 2" ] }, "license": { "id": "other", "name": "llama4", "url": "https://www.llama.com/llama3/license/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed subject to Llama community-license conditions", "basis": "https://www.llama.com/llama3/license/" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.llama.com/llama3/license/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.17, "fp8_int8": 0.09, "int4": 0.04 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/meta-llama/Llama-Prompt-Guard-2-86M", "lineage": { "family": "Prompt Guard 2", "variant": "Llama-Prompt-Guard-2-86M", "parent": "not-yet-verified", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-classification", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-04-29T15:59:55.000Z", "downloads": 125773, "likes": 248, "sha": "a8ded8e697ce7c355e395a0df51f94adb4a2fd27", "library_name": "transformers", "pipeline_tag": "text-classification", "tags": [ "transformers", "safetensors", "deberta-v2", "text-classification", "facebook", "meta", "pytorch", "llama", "llama4", "safety", "en", "fr", "de", "hi", "it", "pt", "es", "th", "license:other", "text-embeddings-inference", "endpoints_compatible", "region:us" ], "created_at": "2025-04-28T07:16:35.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/llama-prompt-guard-2-86m/", "history_url": "https://openmodelweights.com/models/llama-prompt-guard-2-86m/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/llama-prompt-guard-2-86m.json" }, { "id": "llama-prompt-guard-2-22m", "name": "Llama-Prompt-Guard-2-22M", "developer": "Meta", "family": "Prompt Guard 2", "variant": "Llama-Prompt-Guard-2-22M", "model": { "parameters": "22M", "total_parameters_billions": 0.022, "context": { "value": 2000000, "display": "2,000,000 tokens", "status": "verified", "evidence": [ { "source": "README.md", "detail": "explicit context statement" } ] }, "modality": "Text classification", "tags": [ "text classification", "prompt guard 2" ] }, "license": { "id": "other", "name": "llama4", "url": "https://www.llama.com/llama3/license/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed subject to Llama community-license conditions", "basis": "https://www.llama.com/llama3/license/" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.llama.com/llama3/license/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.04, "fp8_int8": 0.02, "int4": 0.01 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/meta-llama/Llama-Prompt-Guard-2-22M", "lineage": { "family": "Prompt Guard 2", "variant": "Llama-Prompt-Guard-2-22M", "parent": "not-yet-verified", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-classification", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-04-29T15:47:24.000Z", "downloads": 16387, "likes": 71, "sha": "11614a155199674a0a95e6602d6ab0417b790ed0", "library_name": "transformers", "pipeline_tag": "text-classification", "tags": [ "transformers", "safetensors", "deberta-v2", "text-classification", "facebook", "meta", "pytorch", "llama", "llama4", "safety", "en", "fr", "de", "hi", "it", "pt", "es", "th", "license:other", "text-embeddings-inference", "endpoints_compatible", "region:us" ], "created_at": "2025-04-28T07:15:58.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/llama-prompt-guard-2-22m/", "history_url": "https://openmodelweights.com/models/llama-prompt-guard-2-22m/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/llama-prompt-guard-2-22m.json" }, { "id": "llama-4-maverick-17b-128e", "name": "Llama-4-Maverick-17B-128E", "developer": "Meta", "family": "Llama 4 Maverick", "variant": "Llama-4-Maverick-17B-128E", "model": { "parameters": "402B", "total_parameters_billions": 402.0, "context": { "value": 128000, "display": "128,000 tokens", "status": "verified", "evidence": [ { "source": "README.md", "detail": "explicit context statement" } ] }, "modality": "Image + text → text", "tags": [ "image + text → text", "llama 4 maverick" ] }, "license": { "id": "other", "name": "llama4", "url": "https://github.com/meta-llama/llama-models/blob/main/models/llama4/LICENSE", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed subject to Llama community-license conditions", "basis": "https://github.com/meta-llama/llama-models/blob/main/models/llama4/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://github.com/meta-llama/llama-models/blob/main/models/llama4/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 804.0, "fp8_int8": 402.0, "int4": 201.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/meta-llama/Llama-4-Maverick-17B-128E", "lineage": { "family": "Llama 4 Maverick", "variant": "Llama-4-Maverick-17B-128E", "parent": "not-yet-verified", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-04-09T10:41:47.000Z", "downloads": 201, "likes": 99, "sha": "10751cb97a4d7c90f7ed89196b98eb8220cfa1c2", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "llama4", "image-text-to-text", "facebook", "meta", "pytorch", "llama", "conversational", "ar", "de", "en", "es", "fr", "hi", "id", "it", "pt", "th", "tl", "vi", "arxiv:2204.05149", "license:other", "text-generation-inference", "endpoints_compatible", "region:us" ], "created_at": "2025-04-02T17:35:27.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/llama-4-maverick-17b-128e/", "history_url": "https://openmodelweights.com/models/llama-4-maverick-17b-128e/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/llama-4-maverick-17b-128e.json" }, { "id": "llama-4-scout-17b-16e", "name": "Llama-4-Scout-17B-16E", "developer": "Meta", "family": "Llama 4 Scout", "variant": "Llama-4-Scout-17B-16E", "model": { "parameters": "109B", "total_parameters_billions": 109.0, "context": { "value": 128000, "display": "128,000 tokens", "status": "verified", "evidence": [ { "source": "README.md", "detail": "explicit context statement" } ] }, "modality": "Image + text → text", "tags": [ "image + text → text", "llama 4 scout" ] }, "license": { "id": "other", "name": "llama4", "url": "https://github.com/meta-llama/llama-models/blob/main/models/llama4/LICENSE", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed subject to Llama community-license conditions", "basis": "https://github.com/meta-llama/llama-models/blob/main/models/llama4/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://github.com/meta-llama/llama-models/blob/main/models/llama4/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 218.0, "fp8_int8": 109.0, "int4": 54.5 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/meta-llama/Llama-4-Scout-17B-16E", "lineage": { "family": "Llama 4 Scout", "variant": "Llama-4-Scout-17B-16E", "parent": "not-yet-verified", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-04-09T10:41:20.000Z", "downloads": 4430, "likes": 271, "sha": "14d516bdff6ac06cec40678529222f193386189c", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "llama4", "image-text-to-text", "facebook", "meta", "pytorch", "llama", "conversational", "ar", "de", "en", "es", "fr", "hi", "id", "it", "pt", "th", "tl", "vi", "arxiv:2204.05149", "license:other", "text-generation-inference", "endpoints_compatible", "region:us" ], "created_at": "2025-04-02T17:03:27.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/llama-4-scout-17b-16e/", "history_url": "https://openmodelweights.com/models/llama-4-scout-17b-16e/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/llama-4-scout-17b-16e.json" }, { "id": "llama-4-maverick-17b-128e-original", "name": "Llama-4-Maverick-17B-128E-Original", "developer": "Meta", "family": "Llama 4 Maverick", "variant": "Llama-4-Maverick-17B-128E-Original", "model": { "parameters": "402B", "total_parameters_billions": 402.0, "context": { "value": 128000, "display": "128,000 tokens", "status": "verified", "evidence": [ { "source": "README.md", "detail": "explicit context statement" } ] }, "modality": "Image + text → text", "tags": [ "image + text → text", "llama 4 maverick" ] }, "license": { "id": "other", "name": "llama4", "url": "https://github.com/meta-llama/llama-models/blob/main/models/llama4/LICENSE", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed subject to Llama community-license conditions", "basis": "https://github.com/meta-llama/llama-models/blob/main/models/llama4/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://github.com/meta-llama/llama-models/blob/main/models/llama4/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 804.0, "fp8_int8": 402.0, "int4": 201.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/meta-llama/Llama-4-Maverick-17B-128E-Original", "lineage": { "family": "Llama 4 Maverick", "variant": "Llama-4-Maverick-17B-128E-Original", "parent": "not-yet-verified", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": null, "pipeline_tag": null, "declared": [], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-04-05T22:36:07.000Z", "downloads": 8, "likes": 85, "sha": "75aef8815de2a5f56187cded0c90eb99584449d0", "library_name": null, "pipeline_tag": null, "tags": [ "facebook", "meta", "pytorch", "llama", "llama-4", "ar", "de", "en", "es", "fr", "hi", "id", "it", "pt", "th", "tl", "vi", "arxiv:2204.05149", "license:other", "region:us" ], "created_at": "2025-04-03T15:51:13.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/llama-4-maverick-17b-128e-original/", "history_url": "https://openmodelweights.com/models/llama-4-maverick-17b-128e-original/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/llama-4-maverick-17b-128e-original.json" }, { "id": "llama-4-scout-17b-16e-original", "name": "Llama-4-Scout-17B-16E-Original", "developer": "Meta", "family": "Llama 4 Scout", "variant": "Llama-4-Scout-17B-16E-Original", "model": { "parameters": "109B", "total_parameters_billions": 109.0, "context": { "value": 128000, "display": "128,000 tokens", "status": "verified", "evidence": [ { "source": "README.md", "detail": "explicit context statement" } ] }, "modality": "Image + text → text", "tags": [ "image + text → text", "llama 4 scout" ] }, "license": { "id": "other", "name": "llama4", "url": "https://github.com/meta-llama/llama-models/blob/main/models/llama4/LICENSE", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed subject to Llama community-license conditions", "basis": "https://github.com/meta-llama/llama-models/blob/main/models/llama4/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://github.com/meta-llama/llama-models/blob/main/models/llama4/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 218.0, "fp8_int8": 109.0, "int4": 54.5 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/meta-llama/Llama-4-Scout-17B-16E-Original", "lineage": { "family": "Llama 4 Scout", "variant": "Llama-4-Scout-17B-16E-Original", "parent": "not-yet-verified", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": null, "pipeline_tag": null, "declared": [], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-04-05T22:35:07.000Z", "downloads": 10, "likes": 62, "sha": "80eeefb1d87c2cef9341b7e63f53318404e7cb3f", "library_name": null, "pipeline_tag": null, "tags": [ "facebook", "meta", "pytorch", "llama", "llama-4", "ar", "de", "en", "es", "fr", "hi", "id", "it", "pt", "th", "tl", "vi", "arxiv:2204.05149", "license:other", "region:us" ], "created_at": "2025-04-03T15:06:08.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/llama-4-scout-17b-16e-original/", "history_url": "https://openmodelweights.com/models/llama-4-scout-17b-16e-original/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/llama-4-scout-17b-16e-original.json" }, { "id": "llama-4-maverick-17b-128e-instruct-fp8-original", "name": "Llama-4-Maverick-17B-128E-Instruct-FP8-Original", "developer": "Meta", "family": "Llama 4 Maverick", "variant": "Llama-4-Maverick-17B-128E-Instruct-FP8-Original", "model": { "parameters": "402B", "total_parameters_billions": 402.0, "context": { "value": 128000, "display": "128,000 tokens", "status": "verified", "evidence": [ { "source": "README.md", "detail": "explicit context statement" } ] }, "modality": "Image + text → text", "tags": [ "image + text → text", "llama 4 maverick" ] }, "license": { "id": "other", "name": "llama4", "url": "https://github.com/meta-llama/llama-models/blob/main/models/llama4/LICENSE", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed subject to Llama community-license conditions", "basis": "https://github.com/meta-llama/llama-models/blob/main/models/llama4/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://github.com/meta-llama/llama-models/blob/main/models/llama4/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 804.0, "fp8_int8": 402.0, "int4": 201.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/meta-llama/Llama-4-Maverick-17B-128E-Instruct-FP8-Original", "lineage": { "family": "Llama 4 Maverick", "variant": "Llama-4-Maverick-17B-128E-Instruct-FP8-Original", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "meta-llama/Llama-4-Maverick-17B-128E-Instruct-FP8" ], "relation": "quantized", "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": null, "pipeline_tag": null, "declared": [], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-04-05T22:34:47.000Z", "downloads": 4, "likes": 37, "sha": "a9fb9bc25a0f8eabc6b1d523c8605bbc2dd5135b", "library_name": null, "pipeline_tag": null, "tags": [ "facebook", "meta", "pytorch", "llama", "llama-4", "ar", "de", "en", "es", "fr", "hi", "id", "it", "pt", "th", "tl", "vi", "arxiv:2204.05149", "base_model:meta-llama/Llama-4-Maverick-17B-128E-Instruct-FP8", "base_model:quantized:meta-llama/Llama-4-Maverick-17B-128E-Instruct-FP8", "license:other", "region:us" ], "created_at": "2025-04-04T10:03:43.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/llama-4-maverick-17b-128e-instruct-fp8-original/", "history_url": "https://openmodelweights.com/models/llama-4-maverick-17b-128e-instruct-fp8-original/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/llama-4-maverick-17b-128e-instruct-fp8-original.json" }, { "id": "llama-4-scout-17b-16e-instruct-original", "name": "Llama-4-Scout-17B-16E-Instruct-Original", "developer": "Meta", "family": "Llama 4 Scout", "variant": "Llama-4-Scout-17B-16E-Instruct-Original", "model": { "parameters": "109B", "total_parameters_billions": 109.0, "context": { "value": 128000, "display": "128,000 tokens", "status": "verified", "evidence": [ { "source": "README.md", "detail": "explicit context statement" } ] }, "modality": "Image + text → text", "tags": [ "image + text → text", "llama 4 scout" ] }, "license": { "id": "other", "name": "llama4", "url": "https://github.com/meta-llama/llama-models/blob/main/models/llama4/LICENSE", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed subject to Llama community-license conditions", "basis": "https://github.com/meta-llama/llama-models/blob/main/models/llama4/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://github.com/meta-llama/llama-models/blob/main/models/llama4/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 218.0, "fp8_int8": 109.0, "int4": 54.5 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/meta-llama/Llama-4-Scout-17B-16E-Instruct-Original", "lineage": { "family": "Llama 4 Scout", "variant": "Llama-4-Scout-17B-16E-Instruct-Original", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "meta-llama/Llama-4-Scout-17B-16E" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": null, "pipeline_tag": null, "declared": [], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-04-05T22:34:23.000Z", "downloads": 12, "likes": 55, "sha": "7f5043965c80ac0318b2e36c37a559a6a4d6b105", "library_name": null, "pipeline_tag": null, "tags": [ "facebook", "meta", "pytorch", "llama", "llama-4", "ar", "de", "en", "es", "fr", "hi", "id", "it", "pt", "th", "tl", "vi", "arxiv:2204.05149", "base_model:meta-llama/Llama-4-Scout-17B-16E", "base_model:finetune:meta-llama/Llama-4-Scout-17B-16E", "license:other", "region:us" ], "created_at": "2025-04-03T15:39:52.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/llama-4-scout-17b-16e-instruct-original/", "history_url": "https://openmodelweights.com/models/llama-4-scout-17b-16e-instruct-original/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/llama-4-scout-17b-16e-instruct-original.json" }, { "id": "llama-3-2-90b-vision-instruct", "name": "Llama-3.2-90B-Vision-Instruct", "developer": "Meta", "family": "Llama 3.2 Vision", "variant": "Llama-3.2-90B-Vision-Instruct", "model": { "parameters": "89B", "total_parameters_billions": 89.0, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image + text → text", "tags": [ "image + text → text", "llama 3.2 vision" ] }, "license": { "id": "llama3.2", "name": "llama3.2", "url": "https://www.llama.com/llama3/license/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed subject to Llama community-license conditions", "basis": "https://www.llama.com/llama3/license/" }, "repository_license_files": [ "LICENSE.txt" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.llama.com/llama3/license/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 178.0, "fp8_int8": 89.0, "int4": 44.5 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/meta-llama/Llama-3.2-90B-Vision-Instruct", "lineage": { "family": "Llama 3.2 Vision", "variant": "Llama-3.2-90B-Vision-Instruct", "parent": "not-yet-verified", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "Diffusers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-03-04T17:28:46.000Z", "downloads": 1919, "likes": 364, "sha": "e305d2a43a4adc6987308fe7d896fb8ec5f1a5d8", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "mllama", "image-text-to-text", "facebook", "meta", "pytorch", "llama", "llama-3", "conversational", "en", "de", "fr", "it", "pt", "hi", "es", "th", "arxiv:2204.05149", "license:llama3.2", "eval-results", "text-generation-inference", "endpoints_compatible", "region:us" ], "created_at": "2024-09-19T16:03:11.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/llama-3-2-90b-vision-instruct/", "history_url": "https://openmodelweights.com/models/llama-3-2-90b-vision-instruct/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/llama-3-2-90b-vision-instruct.json" }, { "id": "llama-3-1-70b-instruct", "name": "Llama-3.1-70B-Instruct", "developer": "Meta", "family": "Llama 3.1", "variant": "Llama-3.1-70B-Instruct", "model": { "parameters": "71B", "total_parameters_billions": 71.0, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text", "tags": [ "text", "llama 3.1" ] }, "license": { "id": "llama3.1", "name": "llama3.1", "url": "https://www.llama.com/llama3/license/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed subject to Llama community-license conditions", "basis": "https://www.llama.com/llama3/license/" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.llama.com/llama3/license/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 142.0, "fp8_int8": 71.0, "int4": 35.5 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/meta-llama/Llama-3.1-70B-Instruct", "lineage": { "family": "Llama 3.1", "variant": "Llama-3.1-70B-Instruct", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "meta-llama/Meta-Llama-3.1-70B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-12-15T01:55:33.000Z", "downloads": 104354, "likes": 1001, "sha": "1605565b47bb9346c5515c34102e054115b4f98b", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "llama", "text-generation", "facebook", "meta", "pytorch", "llama-3", "conversational", "en", "de", "fr", "it", "pt", "hi", "es", "th", "arxiv:2204.05149", "base_model:meta-llama/Llama-3.1-70B", "base_model:finetune:meta-llama/Llama-3.1-70B", "license:llama3.1", "eval-results", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "region:us" ], "created_at": "2024-07-16T16:07:46.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/llama-3-1-70b-instruct/", "history_url": "https://openmodelweights.com/models/llama-3-1-70b-instruct/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/llama-3-1-70b-instruct.json" }, { "id": "llama-3-1-405b-fp8", "name": "Llama-3.1-405B-FP8", "developer": "Meta", "family": "Llama 3.1", "variant": "Llama-3.1-405B-FP8", "model": { "parameters": "406B", "total_parameters_billions": 406.0, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text", "tags": [ "text", "llama 3.1" ] }, "license": { "id": "llama3.1", "name": "llama3.1", "url": "https://www.llama.com/llama3/license/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed subject to Llama community-license conditions", "basis": "https://www.llama.com/llama3/license/" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.llama.com/llama3/license/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 812.0, "fp8_int8": 406.0, "int4": 203.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/meta-llama/Llama-3.1-405B-FP8", "lineage": { "family": "Llama 3.1", "variant": "Llama-3.1-405B-FP8", "parent": "not-yet-verified", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-12-06T19:41:17.000Z", "downloads": 457379, "likes": 124, "sha": "cb4739810a51170037906b5daa2bb78ed13cd43c", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "llama", "text-generation", "facebook", "meta", "pytorch", "llama-3", "en", "de", "fr", "it", "pt", "hi", "es", "th", "arxiv:2204.05149", "license:llama3.1", "text-generation-inference", "endpoints_compatible", "fbgemm_fp8", "deploy:sagemaker", "region:us" ], "created_at": "2024-07-20T03:20:19.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/llama-3-1-405b-fp8/", "history_url": "https://openmodelweights.com/models/llama-3-1-405b-fp8/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/llama-3-1-405b-fp8.json" }, { "id": "llama-3-2-11b-vision-instruct", "name": "Llama-3.2-11B-Vision-Instruct", "developer": "Meta", "family": "Llama 3.2 Vision", "variant": "Llama-3.2-11B-Vision-Instruct", "model": { "parameters": "11B", "total_parameters_billions": 11.0, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image + text → text", "tags": [ "image + text → text", "llama 3.2 vision" ] }, "license": { "id": "llama3.2", "name": "llama3.2", "url": "https://www.llama.com/llama3/license/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed subject to Llama community-license conditions", "basis": "https://www.llama.com/llama3/license/" }, "repository_license_files": [ "LICENSE.txt" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.llama.com/llama3/license/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 22.0, "fp8_int8": 11.0, "int4": 5.5 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/meta-llama/Llama-3.2-11B-Vision-Instruct", "lineage": { "family": "Llama 3.2 Vision", "variant": "Llama-3.2-11B-Vision-Instruct", "parent": "not-yet-verified", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "Diffusers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-12-04T01:35:48.000Z", "downloads": 69210, "likes": 1663, "sha": "9eb2daaa8597bf192a8b0e73f848f3a102794df5", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "mllama", "image-text-to-text", "facebook", "meta", "pytorch", "llama", "llama-3", "conversational", "en", "de", "fr", "it", "pt", "hi", "es", "th", "arxiv:2204.05149", "license:llama3.2", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "region:us" ], "created_at": "2024-09-18T16:47:28.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/llama-3-2-11b-vision-instruct/", "history_url": "https://openmodelweights.com/models/llama-3-2-11b-vision-instruct/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/llama-3-2-11b-vision-instruct.json" }, { "id": "llama-3-2-3b-instruct-qlora-int4-eo8", "name": "Llama-3.2-3B-Instruct-QLORA_INT4_EO8", "developer": "Meta", "family": "Llama 3.2", "variant": "Llama-3.2-3B-Instruct-QLORA_INT4_EO8", "model": { "parameters": "3B", "total_parameters_billions": 3.0, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text", "tags": [ "text", "llama 3.2" ] }, "license": { "id": "llama3.2", "name": "llama3.2", "url": "https://www.llama.com/llama3/license/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed subject to Llama community-license conditions", "basis": "https://www.llama.com/llama3/license/" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.llama.com/llama3/license/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 6.0, "fp8_int8": 3.0, "int4": 1.5 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct-QLORA_INT4_EO8", "lineage": { "family": "Llama 3.2", "variant": "Llama-3.2-3B-Instruct-QLORA_INT4_EO8", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "meta-llama/Llama-3.2-3B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": null, "pipeline_tag": "text-generation", "declared": [], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-11-18T20:32:57.000Z", "downloads": 219, "likes": 76, "sha": "2b442a6ebe9dcf816f7b16eaa84a07fec6b6ff7f", "library_name": null, "pipeline_tag": "text-generation", "tags": [ "llama", "facebook", "meta", "pytorch", "llama-3", "text-generation", "en", "de", "fr", "it", "pt", "hi", "es", "th", "arxiv:2204.05149", "arxiv:2405.16406", "base_model:meta-llama/Llama-3.2-3B", "base_model:finetune:meta-llama/Llama-3.2-3B", "license:llama3.2", "region:us" ], "created_at": "2024-10-23T21:30:48.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/llama-3-2-3b-instruct-qlora-int4-eo8/", "history_url": "https://openmodelweights.com/models/llama-3-2-3b-instruct-qlora-int4-eo8/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/llama-3-2-3b-instruct-qlora-int4-eo8.json" }, { "id": "llama-3-2-3b-instruct-spinquant-int4-eo8", "name": "Llama-3.2-3B-Instruct-SpinQuant_INT4_EO8", "developer": "Meta", "family": "Llama 3.2", "variant": "Llama-3.2-3B-Instruct-SpinQuant_INT4_EO8", "model": { "parameters": "3B", "total_parameters_billions": 3.0, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text", "tags": [ "text", "llama 3.2" ] }, "license": { "id": "llama3.2", "name": "llama3.2", "url": "https://www.llama.com/llama3/license/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed subject to Llama community-license conditions", "basis": "https://www.llama.com/llama3/license/" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.llama.com/llama3/license/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 6.0, "fp8_int8": 3.0, "int4": 1.5 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct-SpinQuant_INT4_EO8", "lineage": { "family": "Llama 3.2", "variant": "Llama-3.2-3B-Instruct-SpinQuant_INT4_EO8", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "meta-llama/Llama-3.2-3B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": null, "pipeline_tag": "text-generation", "declared": [], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-11-18T20:32:49.000Z", "downloads": 235, "likes": 40, "sha": "03820fea9e793d2778564a0242f6b4e4f7b144dc", "library_name": null, "pipeline_tag": "text-generation", "tags": [ "llama", "facebook", "meta", "pytorch", "llama-3", "text-generation", "en", "de", "fr", "it", "pt", "hi", "es", "th", "arxiv:2204.05149", "arxiv:2405.16406", "base_model:meta-llama/Llama-3.2-3B", "base_model:finetune:meta-llama/Llama-3.2-3B", "license:llama3.2", "region:us" ], "created_at": "2024-10-23T21:39:25.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/llama-3-2-3b-instruct-spinquant-int4-eo8/", "history_url": "https://openmodelweights.com/models/llama-3-2-3b-instruct-spinquant-int4-eo8/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/llama-3-2-3b-instruct-spinquant-int4-eo8.json" }, { "id": "llama-3-2-1b-instruct-spinquant-int4-eo8", "name": "Llama-3.2-1B-Instruct-SpinQuant_INT4_EO8", "developer": "Meta", "family": "Llama 3.2", "variant": "Llama-3.2-1B-Instruct-SpinQuant_INT4_EO8", "model": { "parameters": "1B", "total_parameters_billions": 1.0, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text", "tags": [ "text", "llama 3.2" ] }, "license": { "id": "llama3.2", "name": "llama3.2", "url": "https://www.llama.com/llama3/license/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed subject to Llama community-license conditions", "basis": "https://www.llama.com/llama3/license/" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.llama.com/llama3/license/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 2.0, "fp8_int8": 1.0, "int4": 0.5 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/meta-llama/Llama-3.2-1B-Instruct-SpinQuant_INT4_EO8", "lineage": { "family": "Llama 3.2", "variant": "Llama-3.2-1B-Instruct-SpinQuant_INT4_EO8", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "meta-llama/Llama-3.2-1B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": null, "pipeline_tag": "text-generation", "declared": [], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-11-18T20:32:39.000Z", "downloads": 249, "likes": 41, "sha": "b8c08c95d0476ccb6fc86e9410818d602ecca19d", "library_name": null, "pipeline_tag": "text-generation", "tags": [ "llama", "facebook", "meta", "pytorch", "llama-3", "text-generation", "en", "de", "fr", "it", "pt", "hi", "es", "th", "arxiv:2204.05149", "arxiv:2405.16406", "base_model:meta-llama/Llama-3.2-1B", "base_model:finetune:meta-llama/Llama-3.2-1B", "license:llama3.2", "region:us" ], "created_at": "2024-10-23T21:30:23.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/llama-3-2-1b-instruct-spinquant-int4-eo8/", "history_url": "https://openmodelweights.com/models/llama-3-2-1b-instruct-spinquant-int4-eo8/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/llama-3-2-1b-instruct-spinquant-int4-eo8.json" }, { "id": "llama-3-2-1b-instruct-qlora-int4-eo8", "name": "Llama-3.2-1B-Instruct-QLORA_INT4_EO8", "developer": "Meta", "family": "Llama 3.2", "variant": "Llama-3.2-1B-Instruct-QLORA_INT4_EO8", "model": { "parameters": "1B", "total_parameters_billions": 1.0, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text", "tags": [ "text", "llama 3.2" ] }, "license": { "id": "llama3.2", "name": "llama3.2", "url": "https://www.llama.com/llama3/license/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed subject to Llama community-license conditions", "basis": "https://www.llama.com/llama3/license/" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.llama.com/llama3/license/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 2.0, "fp8_int8": 1.0, "int4": 0.5 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/meta-llama/Llama-3.2-1B-Instruct-QLORA_INT4_EO8", "lineage": { "family": "Llama 3.2", "variant": "Llama-3.2-1B-Instruct-QLORA_INT4_EO8", "parent": "not-yet-verified", "base_model": { "status": "declared", "models": [ "meta-llama/Llama-3.2-1B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": null, "pipeline_tag": "text-generation", "declared": [], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-11-18T20:29:29.000Z", "downloads": 216, "likes": 49, "sha": "3fdf98b6bc1069f632a468b0676299a0a1b65071", "library_name": null, "pipeline_tag": "text-generation", "tags": [ "llama", "facebook", "meta", "pytorch", "llama-3", "text-generation", "en", "de", "fr", "it", "pt", "hi", "es", "th", "arxiv:2204.05149", "arxiv:2405.16406", "base_model:meta-llama/Llama-3.2-1B", "base_model:finetune:meta-llama/Llama-3.2-1B", "license:llama3.2", "region:us" ], "created_at": "2024-10-23T21:29:57.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/llama-3-2-1b-instruct-qlora-int4-eo8/", "history_url": "https://openmodelweights.com/models/llama-3-2-1b-instruct-qlora-int4-eo8/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/llama-3-2-1b-instruct-qlora-int4-eo8.json" }, { "id": "llama-guard-3-11b-vision", "name": "Llama-Guard-3-11B-Vision", "developer": "Meta", "family": "Llama Guard 3", "variant": "Llama-Guard-3-11B-Vision", "model": { "parameters": "11B", "total_parameters_billions": 11.0, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image + text → text / safety", "tags": [ "image + text → text / safety", "llama guard 3" ] }, "license": { "id": "llama3.2", "name": "llama3.2", "url": "https://www.llama.com/llama3/license/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed subject to Llama community-license conditions", "basis": "https://www.llama.com/llama3/license/" }, "repository_license_files": [ "LICENSE.txt" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.llama.com/llama3/license/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 22.0, "fp8_int8": 11.0, "int4": 5.5 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/meta-llama/Llama-Guard-3-11B-Vision", "lineage": { "family": "Llama Guard 3", "variant": "Llama-Guard-3-11B-Vision", "parent": "not-yet-verified", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-11-18T15:36:42.000Z", "downloads": 2903, "likes": 76, "sha": "62d4275543ec7503de66c486de1c0c2103e365ac", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "mllama", "image-text-to-text", "facebook", "meta", "pytorch", "llama", "llama-3", "conversational", "en", "de", "fr", "it", "pt", "hi", "es", "th", "arxiv:2312.06674", "arxiv:2307.15043", "arxiv:2306.15447", "arxiv:2411.10414", "license:llama3.2", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "region:us" ], "created_at": "2024-09-20T15:42:27.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/llama-guard-3-11b-vision/", "history_url": "https://openmodelweights.com/models/llama-guard-3-11b-vision/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/llama-guard-3-11b-vision.json" }, { "id": "llama-3-2-1b", "name": "Llama-3.2-1B", "developer": "Meta", "family": "Llama 3.2", "variant": "Llama-3.2-1B", "model": { "parameters": "1B", "total_parameters_billions": 1.0, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text", "tags": [ "text", "llama 3.2" ] }, "license": { "id": "llama3.2", "name": "llama3.2", "url": "https://www.llama.com/llama3/license/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed subject to Llama community-license conditions", "basis": "https://www.llama.com/llama3/license/" }, "repository_license_files": [ "LICENSE.txt" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.llama.com/llama3/license/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 2.0, "fp8_int8": 1.0, "int4": 0.5 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/meta-llama/Llama-3.2-1B", "lineage": { "family": "Llama 3.2", "variant": "Llama-3.2-1B", "parent": "not-yet-verified", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-10-24T15:08:03.000Z", "downloads": 755693, "likes": 2658, "sha": "4e20de362430cd3b72f300e6b0f18e50e7166e08", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "llama", "text-generation", "facebook", "meta", "pytorch", "llama-3", "en", "de", "fr", "it", "pt", "hi", "es", "th", "arxiv:2204.05149", "arxiv:2405.16406", "license:llama3.2", "eval-results", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "region:us" ], "created_at": "2024-09-18T15:03:14.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/llama-3-2-1b/", "history_url": "https://openmodelweights.com/models/llama-3-2-1b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/llama-3-2-1b.json" }, { "id": "llama-3-2-1b-instruct", "name": "Llama-3.2-1B-Instruct", "developer": "Meta", "family": "Llama 3.2", "variant": "Llama-3.2-1B-Instruct", "model": { "parameters": "1B", "total_parameters_billions": 1.0, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text", "tags": [ "text", "llama 3.2" ] }, "license": { "id": "llama3.2", "name": "llama3.2", "url": "https://www.llama.com/llama3/license/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed subject to Llama community-license conditions", "basis": "https://www.llama.com/llama3/license/" }, "repository_license_files": [ "LICENSE.txt" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.llama.com/llama3/license/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 2.0, "fp8_int8": 1.0, "int4": 0.5 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/meta-llama/Llama-3.2-1B-Instruct", "lineage": { "family": "Llama 3.2", "variant": "Llama-3.2-1B-Instruct", "parent": "not-yet-verified", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-10-24T15:07:51.000Z", "downloads": 7756867, "likes": 1765, "sha": "9213176726f574b556790deb65791e0c5aa438b6", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "llama", "text-generation", "facebook", "meta", "pytorch", "llama-3", "conversational", "en", "de", "fr", "it", "pt", "hi", "es", "th", "arxiv:2204.05149", "arxiv:2405.16406", "license:llama3.2", "eval-results", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "region:us" ], "created_at": "2024-09-18T15:12:47.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/llama-3-2-1b-instruct/", "history_url": "https://openmodelweights.com/models/llama-3-2-1b-instruct/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/llama-3-2-1b-instruct.json" }, { "id": "llama-3-2-3b", "name": "Llama-3.2-3B", "developer": "Meta", "family": "Llama 3.2", "variant": "Llama-3.2-3B", "model": { "parameters": "3B", "total_parameters_billions": 3.0, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text", "tags": [ "text", "llama 3.2" ] }, "license": { "id": "llama3.2", "name": "llama3.2", "url": "https://www.llama.com/llama3/license/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed subject to Llama community-license conditions", "basis": "https://www.llama.com/llama3/license/" }, "repository_license_files": [ "LICENSE.txt" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.llama.com/llama3/license/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 6.0, "fp8_int8": 3.0, "int4": 1.5 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/meta-llama/Llama-3.2-3B", "lineage": { "family": "Llama 3.2", "variant": "Llama-3.2-3B", "parent": "not-yet-verified", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-10-24T15:07:40.000Z", "downloads": 345695, "likes": 994, "sha": "13afe5124825b4f3751f836b40dafda64c1ed062", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "llama", "text-generation", "facebook", "meta", "pytorch", "llama-3", "en", "de", "fr", "it", "pt", "hi", "es", "th", "arxiv:2204.05149", "arxiv:2405.16406", "license:llama3.2", "eval-results", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "region:us" ], "created_at": "2024-09-18T15:23:48.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/llama-3-2-3b/", "history_url": "https://openmodelweights.com/models/llama-3-2-3b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/llama-3-2-3b.json" }, { "id": "llama-3-2-3b-instruct", "name": "Llama-3.2-3B-Instruct", "developer": "Meta", "family": "Llama 3.2", "variant": "Llama-3.2-3B-Instruct", "model": { "parameters": "3B", "total_parameters_billions": 3.0, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text", "tags": [ "text", "llama 3.2" ] }, "license": { "id": "llama3.2", "name": "llama3.2", "url": "https://www.llama.com/llama3/license/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed subject to Llama community-license conditions", "basis": "https://www.llama.com/llama3/license/" }, "repository_license_files": [ "LICENSE.txt" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.llama.com/llama3/license/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 6.0, "fp8_int8": 3.0, "int4": 1.5 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/meta-llama/Llama-3.2-3B-Instruct", "lineage": { "family": "Llama 3.2", "variant": "Llama-3.2-3B-Instruct", "parent": "not-yet-verified", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-10-24T15:07:29.000Z", "downloads": 1584990, "likes": 2715, "sha": "0cb88a4f764b7a12671c53f0838cd831a0843b95", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "llama", "text-generation", "facebook", "meta", "pytorch", "llama-3", "conversational", "en", "de", "fr", "it", "pt", "hi", "es", "th", "arxiv:2204.05149", "arxiv:2405.16406", "license:llama3.2", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "region:us" ], "created_at": "2024-09-18T15:19:20.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/llama-3-2-3b-instruct/", "history_url": "https://openmodelweights.com/models/llama-3-2-3b-instruct/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/llama-3-2-3b-instruct.json" }, { "id": "llama-3-1-8b", "name": "Llama-3.1-8B", "developer": "Meta", "family": "Llama 3.1", "variant": "Llama-3.1-8B", "model": { "parameters": "8B", "total_parameters_billions": 8.0, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text", "tags": [ "text", "llama 3.1" ] }, "license": { "id": "llama3.1", "name": "llama3.1", "url": "https://www.llama.com/llama3/license/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed subject to Llama community-license conditions", "basis": "https://www.llama.com/llama3/license/" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.llama.com/llama3/license/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 16.0, "fp8_int8": 8.0, "int4": 4.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/meta-llama/Llama-3.1-8B", "lineage": { "family": "Llama 3.1", "variant": "Llama-3.1-8B", "parent": "not-yet-verified", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-10-16T22:00:37.000Z", "downloads": 607450, "likes": 2579, "sha": "d04e592bb4f6aa9cfee91e2e20afa771667e1d4b", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "llama", "text-generation", "facebook", "meta", "pytorch", "llama-3", "en", "de", "fr", "it", "pt", "hi", "es", "th", "arxiv:2204.05149", "license:llama3.1", "eval-results", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "region:us" ], "created_at": "2024-07-14T22:20:15.000Z" }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: source-linked." } ], "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02" }, "url": "https://openmodelweights.com/models/llama-3-1-8b/", "history_url": "https://openmodelweights.com/models/llama-3-1-8b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/llama-3-1-8b.json" }, { "id": "sentence-transformers-all-minilm-l6-v2", "name": "all-MiniLM-L6-v2", "developer": "Sentence Transformers", "family": "all-MiniLM-L6-v2", "variant": "all-MiniLM-L6-v2", "model": { "parameters": "0.0227137B", "total_parameters_billions": 0.022713728, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text embeddings", "tags": [ "sentence-transformers", "pytorch", "tf", "rust", "onnx", "safetensors", "openvino", "bert", "feature-extraction", "sentence-similarity", "transformers", "en", "dataset:s2orc", "dataset:flax-sentence-embeddings/stackexchange_xml", "dataset:ms_marco", "dataset:gooaq", "dataset:yahoo_answers_topics", "dataset:code_search_net", "dataset:search_qa", "dataset:eli5" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.05, "fp8_int8": 0.02, "int4": 0.01 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2", "lineage": { "family": "all-MiniLM-L6-v2", "variant": "all-MiniLM-L6-v2", "base_model": { "status": "declared", "models": [ "nreimers/MiniLM-L6-H384-uncased" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "sentence-similarity", "declared": [ "ONNX Runtime", "Transformers", "sentence-transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-06-01T06:29:13.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 240958074, "likes": 6162, "sha": "1110a243fdf4706b3f48f1d95db1a4f5529b4d41", "library_name": "sentence-transformers", "pipeline_tag": "sentence-similarity", "tags": [ "sentence-transformers", "pytorch", "tf", "rust", "onnx", "safetensors", "openvino", "bert", "feature-extraction", "sentence-similarity", "transformers", "en", "dataset:s2orc", "dataset:flax-sentence-embeddings/stackexchange_xml", "dataset:ms_marco", "dataset:gooaq", "dataset:yahoo_answers_topics", "dataset:code_search_net", "dataset:search_qa", "dataset:eli5", "dataset:snli", "dataset:multi_nli", "dataset:wikihow", "dataset:natural_questions", "dataset:trivia_qa", "dataset:embedding-data/sentence-compression", "dataset:embedding-data/flickr30k-captions", "dataset:embedding-data/altlex", "dataset:embedding-data/simple-wiki", "dataset:embedding-data/QQP", "dataset:embedding-data/SPECTER", "dataset:embedding-data/PAQ_pairs", "dataset:embedding-data/WikiAnswers", "arxiv:1904.06472", "arxiv:2102.07033", "arxiv:2104.08727", "arxiv:1704.05179", "arxiv:1810.09305", "base_model:nreimers/MiniLM-L6-H384-uncased", "base_model:quantized:nreimers/MiniLM-L6-H384-uncased", "license:apache-2.0", "eval-results", "text-embeddings-inference", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "recipe-or-training-files-present", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/sentence-transformers-all-minilm-l6-v2/", "history_url": "https://openmodelweights.com/models/sentence-transformers-all-minilm-l6-v2/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/sentence-transformers-all-minilm-l6-v2.json" }, { "id": "cross-encoder-ms-marco-minilm-l6-v2", "name": "ms-marco-MiniLM-L6-v2", "developer": "cross-encoder", "family": "ms-marco-MiniLM-L6-v2", "variant": "ms-marco-MiniLM-L6-v2", "model": { "parameters": "0.0227141B", "total_parameters_billions": 0.022714113, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text Ranking", "tags": [ "sentence-transformers", "pytorch", "jax", "onnx", "safetensors", "openvino", "bert", "text-classification", "transformers", "text-ranking", "en", "dataset:sentence-transformers/msmarco", "base_model:cross-encoder/ms-marco-MiniLM-L12-v2", "base_model:quantized:cross-encoder/ms-marco-MiniLM-L12-v2", "license:apache-2.0", "text-embeddings-inference", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.05, "fp8_int8": 0.02, "int4": 0.01 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/cross-encoder/ms-marco-MiniLM-L6-v2", "lineage": { "family": "ms-marco-MiniLM-L6-v2", "variant": "ms-marco-MiniLM-L6-v2", "base_model": { "status": "declared", "models": [ "cross-encoder/ms-marco-MiniLM-L12-v2" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "text-ranking", "declared": [ "ONNX Runtime", "Transformers", "sentence-transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-09T15:22:24.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 85435603, "likes": 354, "sha": "233902d25c440f23af6f7d6e94d2946bac0bee0a", "library_name": "sentence-transformers", "pipeline_tag": "text-ranking", "tags": [ "sentence-transformers", "pytorch", "jax", "onnx", "safetensors", "openvino", "bert", "text-classification", "transformers", "text-ranking", "en", "dataset:sentence-transformers/msmarco", "base_model:cross-encoder/ms-marco-MiniLM-L12-v2", "base_model:quantized:cross-encoder/ms-marco-MiniLM-L12-v2", "license:apache-2.0", "text-embeddings-inference", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/cross-encoder-ms-marco-minilm-l6-v2/", "history_url": "https://openmodelweights.com/models/cross-encoder-ms-marco-minilm-l6-v2/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/cross-encoder-ms-marco-minilm-l6-v2.json" }, { "id": "sentence-transformers-paraphrase-multilingual-minilm-l12-v2", "name": "paraphrase-multilingual-MiniLM-L12-v2", "developer": "Sentence Transformers", "family": "paraphrase-multilingual-MiniLM-L12-v2", "variant": "paraphrase-multilingual-MiniLM-L12-v2", "model": { "parameters": "0.117654B", "total_parameters_billions": 0.117654272, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text embeddings", "tags": [ "sentence-transformers", "pytorch", "tf", "onnx", "safetensors", "openvino", "bert", "feature-extraction", "sentence-similarity", "transformers", "multilingual", "ar", "bg", "ca", "cs", "da", "de", "el", "en", "es" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.24, "fp8_int8": 0.12, "int4": 0.06 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2", "lineage": { "family": "paraphrase-multilingual-MiniLM-L12-v2", "variant": "paraphrase-multilingual-MiniLM-L12-v2", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "sentence-similarity", "declared": [ "ONNX Runtime", "Transformers", "sentence-transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-01-28T10:02:26.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 50234270, "likes": 1417, "sha": "e8f8c211226b894fcb81acc59f3b34ba3efd5f42", "library_name": "sentence-transformers", "pipeline_tag": "sentence-similarity", "tags": [ "sentence-transformers", "pytorch", "tf", "onnx", "safetensors", "openvino", "bert", "feature-extraction", "sentence-similarity", "transformers", "multilingual", "ar", "bg", "ca", "cs", "da", "de", "el", "en", "es", "et", "fa", "fi", "fr", "gl", "gu", "he", "hi", "hr", "hu", "hy", "id", "it", "ja", "ka", "ko", "ku", "lt", "lv", "mk", "mn", "mr", "ms", "my", "nb", "nl", "pl", "pt", "ro", "ru", "sk", "sl", "sq", "sr", "sv", "th", "tr", "uk", "ur", "vi", "arxiv:1908.10084", "license:apache-2.0", "text-embeddings-inference", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/sentence-transformers-paraphrase-multilingual-minilm-l12-v2/", "history_url": "https://openmodelweights.com/models/sentence-transformers-paraphrase-multilingual-minilm-l12-v2/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/sentence-transformers-paraphrase-multilingual-minilm-l12-v2.json" }, { "id": "google-bert-bert-base-uncased", "name": "bert-base-uncased", "developer": "google-bert", "family": "bert-base-uncased", "variant": "bert-base-uncased", "model": { "parameters": "0.110106B", "total_parameters_billions": 0.110106428, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "pytorch", "tf", "jax", "rust", "coreml", "onnx", "safetensors", "bert", "fill-mask", "exbert", "en", "dataset:bookcorpus", "dataset:wikipedia", "arxiv:1810.04805", "license:apache-2.0", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/google-bert/bert-base-uncased/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/google-bert/bert-base-uncased/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/google-bert/bert-base-uncased/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.22, "fp8_int8": 0.11, "int4": 0.06 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX", "CoreML" ], "repository": "https://huggingface.co/google-bert/bert-base-uncased", "lineage": { "family": "bert-base-uncased", "variant": "bert-base-uncased", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "fill-mask", "declared": [ "ONNX Runtime", "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-02-19T11:06:12.000Z", "created_at": "2022-03-02T23:29:04.000Z", "downloads": 39963393, "likes": 3385, "sha": "86b5e0934494bd15c9632b12f734a8a67f723594", "library_name": "transformers", "pipeline_tag": "fill-mask", "tags": [ "transformers", "pytorch", "tf", "jax", "rust", "coreml", "onnx", "safetensors", "bert", "fill-mask", "exbert", "en", "dataset:bookcorpus", "dataset:wikipedia", "arxiv:1810.04805", "license:apache-2.0", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/google-bert-bert-base-uncased/", "history_url": "https://openmodelweights.com/models/google-bert-bert-base-uncased/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/google-bert-bert-base-uncased.json" }, { "id": "baai-bge-small-en-v1-5", "name": "bge-small-en-v1.5", "developer": "BAAI", "family": "bge-small-en-v1.5", "variant": "bge-small-en-v1.5", "model": { "parameters": "0.0333605B", "total_parameters_billions": 0.033360512, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Embeddings / features", "tags": [ "sentence-transformers", "pytorch", "onnx", "safetensors", "bert", "feature-extraction", "sentence-similarity", "transformers", "mteb", "en", "arxiv:2401.03462", "arxiv:2312.15503", "arxiv:2311.13534", "arxiv:2310.07554", "arxiv:2309.07597", "license:mit", "model-index", "text-embeddings-inference", "endpoints_compatible", "deploy:sagemaker" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.07, "fp8_int8": 0.03, "int4": 0.02 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/BAAI/bge-small-en-v1.5", "lineage": { "family": "bge-small-en-v1.5", "variant": "bge-small-en-v1.5", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "feature-extraction", "declared": [ "ONNX Runtime", "Transformers", "sentence-transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-02-22T03:36:23.000Z", "created_at": "2023-09-12T05:20:55.000Z", "downloads": 63079743, "likes": 597, "sha": "5c38ec7c405ec4b44b94cc5a9bb96e735b38267a", "library_name": "sentence-transformers", "pipeline_tag": "feature-extraction", "tags": [ "sentence-transformers", "pytorch", "onnx", "safetensors", "bert", "feature-extraction", "sentence-similarity", "transformers", "mteb", "en", "arxiv:2401.03462", "arxiv:2312.15503", "arxiv:2311.13534", "arxiv:2310.07554", "arxiv:2309.07597", "license:mit", "model-index", "text-embeddings-inference", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/baai-bge-small-en-v1-5/", "history_url": "https://openmodelweights.com/models/baai-bge-small-en-v1-5/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/baai-bge-small-en-v1-5.json" }, { "id": "baai-bge-m3", "name": "bge-m3", "developer": "BAAI", "family": "bge-m3", "variant": "bge-m3", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 8194, "display": "8,194 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text embeddings", "tags": [ "sentence-transformers", "pytorch", "onnx", "xlm-roberta", "feature-extraction", "sentence-similarity", "arxiv:2402.03216", "arxiv:2004.04906", "arxiv:2106.14807", "arxiv:2107.05720", "arxiv:2004.12832", "license:mit", "eval-results", "text-embeddings-inference", "endpoints_compatible", "region:us", "deploy:sagemaker", "deploy:azure" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch", "ONNX" ], "repository": "https://huggingface.co/BAAI/bge-m3", "lineage": { "family": "bge-m3", "variant": "bge-m3", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "sentence-similarity", "declared": [ "ONNX Runtime", "sentence-transformers" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-07-03T14:50:10.000Z", "created_at": "2024-01-27T17:07:29.000Z", "downloads": 35073646, "likes": 3787, "sha": "5617a9f61b028005a4858fdac845db406aefb181", "library_name": "sentence-transformers", "pipeline_tag": "sentence-similarity", "tags": [ "sentence-transformers", "pytorch", "onnx", "xlm-roberta", "feature-extraction", "sentence-similarity", "arxiv:2402.03216", "arxiv:2004.04906", "arxiv:2106.14807", "arxiv:2107.05720", "arxiv:2004.12832", "license:mit", "eval-results", "text-embeddings-inference", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/baai-bge-m3/", "history_url": "https://openmodelweights.com/models/baai-bge-m3/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/baai-bge-m3.json" }, { "id": "comfy-org-minimax-h3", "name": "MiniMax-H3", "developer": "Comfy-Org", "family": "MiniMax-H3", "variant": "MiniMax-H3", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "diffusion-single-file", "comfyui", "base_model:MiniMaxAI/MiniMax-H3", "base_model:finetune:MiniMaxAI/MiniMax-H3", "license:other", "region:us" ] }, "license": { "id": "other", "name": "minimax-h3-community-license-agreement", "url": "https://huggingface.co/MiniMaxAI/MiniMax-H3/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": "https://huggingface.co/MiniMaxAI/MiniMax-H3/blob/main/LICENSE" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/MiniMaxAI/MiniMax-H3/blob/main/LICENSE" } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Comfy-Org/MiniMax-H3", "lineage": { "family": "MiniMax-H3", "variant": "MiniMax-H3", "base_model": { "status": "declared", "models": [ "MiniMaxAI/MiniMax-H3" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "diffusion-single-file", "pipeline_tag": null, "declared": [ "diffusion-single-file" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-29T11:11:09.000Z", "created_at": "2026-07-30T22:36:12.000Z", "downloads": 22813102, "likes": 2093, "sha": "e5eb578a89295337b8ff433a035929ce0279e0b6", "library_name": "diffusion-single-file", "pipeline_tag": null, "tags": [ "diffusion-single-file", "comfyui", "base_model:MiniMaxAI/MiniMax-H3", "base_model:finetune:MiniMaxAI/MiniMax-H3", "license:other", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/comfy-org-minimax-h3/", "history_url": "https://openmodelweights.com/models/comfy-org-minimax-h3/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/comfy-org-minimax-h3.json" }, { "id": "qwen-qwen3-0-6b", "name": "Qwen3-0.6B", "developer": "Qwen", "family": "Qwen3", "variant": "Qwen3-0.6B", "model": { "parameters": "0.751632B", "total_parameters_billions": 0.751632384, "context": { "value": 40960, "display": "40,960 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "qwen3", "text-generation", "conversational", "arxiv:2505.09388", "base_model:Qwen/Qwen3-0.6B-Base", "base_model:finetune:Qwen/Qwen3-0.6B-Base", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3-0.6B/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3-0.6B/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3-0.6B/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1.5, "fp8_int8": 0.75, "int4": 0.38 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3-0.6B", "lineage": { "family": "Qwen3", "variant": "Qwen3-0.6B", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3-0.6B-Base" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "MLX", "Ollama", "SGLang", "llama.cpp", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-07-26T03:46:27.000Z", "created_at": "2025-04-27T03:40:08.000Z", "downloads": 29565215, "likes": 1718, "sha": "c1899de289a04d12100db370d81485cdf75e47ca", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "qwen3", "text-generation", "conversational", "arxiv:2505.09388", "base_model:Qwen/Qwen3-0.6B-Base", "base_model:finetune:Qwen/Qwen3-0.6B-Base", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen3-0-6b/", "history_url": "https://openmodelweights.com/models/qwen-qwen3-0-6b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen3-0-6b.json" }, { "id": "google-electra-base-discriminator", "name": "electra-base-discriminator", "developer": "Google", "family": "electra-base-discriminator", "variant": "electra-base-discriminator", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Not declared", "tags": [ "transformers", "pytorch", "tf", "jax", "rust", "electra", "pretraining", "en", "arxiv:1406.2661", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/google/electra-base-discriminator", "lineage": { "family": "electra-base-discriminator", "variant": "electra-base-discriminator", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": null, "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-02-29T10:20:20.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 46138086, "likes": 189, "sha": "1ae76a97c7e84a4e640876a07453fccd636f0667", "library_name": "transformers", "pipeline_tag": null, "tags": [ "transformers", "pytorch", "tf", "jax", "rust", "electra", "pretraining", "en", "arxiv:1406.2661", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/google-electra-base-discriminator/", "history_url": "https://openmodelweights.com/models/google-electra-base-discriminator/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/google-electra-base-discriminator.json" }, { "id": "openai-clip-vit-base-patch32", "name": "clip-vit-base-patch32", "developer": "OpenAI", "family": "clip-vit-base-patch32", "variant": "clip-vit-base-patch32", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 77, "display": "77 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Zero Shot Image Classification", "tags": [ "transformers", "pytorch", "tf", "jax", "clip", "zero-shot-image-classification", "vision", "arxiv:2103.00020", "arxiv:1908.04913", "endpoints_compatible", "region:us" ] }, "license": { "id": null, "name": "Not declared in model-card metadata", "url": null, "status": "not-disclosed", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/openai/clip-vit-base-patch32", "lineage": { "family": "clip-vit-base-patch32", "variant": "clip-vit-base-patch32", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "zero-shot-image-classification", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-02-29T09:45:55.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 21219227, "likes": 1576, "sha": "3d74acf9a28c67741b2f4f2ea7635f0aaf6f0268", "library_name": "transformers", "pipeline_tag": "zero-shot-image-classification", "tags": [ "transformers", "pytorch", "tf", "jax", "clip", "zero-shot-image-classification", "vision", "arxiv:2103.00020", "arxiv:1908.04913", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "not-disclosed", "commercial_use": "unknown", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/openai-clip-vit-base-patch32/", "history_url": "https://openmodelweights.com/models/openai-clip-vit-base-patch32/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/openai-clip-vit-base-patch32.json" }, { "id": "openai-community-gpt2", "name": "gpt2", "developer": "openai-community", "family": "gpt2", "variant": "gpt2", "model": { "parameters": "0.137023B", "total_parameters_billions": 0.13702272, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text", "tags": [ "transformers", "pytorch", "tf", "jax", "tflite", "rust", "onnx", "safetensors", "gpt2", "text-generation", "exbert", "en", "doi:10.57967/hf/0039", "license:mit", "text-generation-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.27, "fp8_int8": 0.14, "int4": 0.07 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX", "TFLite" ], "repository": "https://huggingface.co/openai-community/gpt2", "lineage": { "family": "gpt2", "variant": "gpt2", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "ONNX Runtime", "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-02-19T10:57:45.000Z", "created_at": "2022-03-02T23:29:04.000Z", "downloads": 15740994, "likes": 4193, "sha": "607a30d783dfa663caf39e06633721c8d4cfcd7e", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "pytorch", "tf", "jax", "tflite", "rust", "onnx", "safetensors", "gpt2", "text-generation", "exbert", "en", "doi:10.57967/hf/0039", "license:mit", "text-generation-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/openai-community-gpt2/", "history_url": "https://openmodelweights.com/models/openai-community-gpt2/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/openai-community-gpt2.json" }, { "id": "sentence-transformers-all-mpnet-base-v2", "name": "all-mpnet-base-v2", "developer": "Sentence Transformers", "family": "all-mpnet-base-v2", "variant": "all-mpnet-base-v2", "model": { "parameters": "0.109487B", "total_parameters_billions": 0.109486978, "context": { "value": 514, "display": "514 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text embeddings", "tags": [ "sentence-transformers", "pytorch", "onnx", "safetensors", "openvino", "mpnet", "fill-mask", "feature-extraction", "sentence-similarity", "transformers", "text-embeddings-inference", "en", "dataset:s2orc", "dataset:flax-sentence-embeddings/stackexchange_xml", "dataset:ms_marco", "dataset:gooaq", "dataset:yahoo_answers_topics", "dataset:code_search_net", "dataset:search_qa", "dataset:eli5" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.22, "fp8_int8": 0.11, "int4": 0.05 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/sentence-transformers/all-mpnet-base-v2", "lineage": { "family": "all-mpnet-base-v2", "variant": "all-mpnet-base-v2", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "sentence-similarity", "declared": [ "ONNX Runtime", "Transformers", "sentence-transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-08-19T10:14:25.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 19890733, "likes": 1381, "sha": "e8c3b32edf5434bc2275fc9bab85f82640a19130", "library_name": "sentence-transformers", "pipeline_tag": "sentence-similarity", "tags": [ "sentence-transformers", "pytorch", "onnx", "safetensors", "openvino", "mpnet", "fill-mask", "feature-extraction", "sentence-similarity", "transformers", "text-embeddings-inference", "en", "dataset:s2orc", "dataset:flax-sentence-embeddings/stackexchange_xml", "dataset:ms_marco", "dataset:gooaq", "dataset:yahoo_answers_topics", "dataset:code_search_net", "dataset:search_qa", "dataset:eli5", "dataset:snli", "dataset:multi_nli", "dataset:wikihow", "dataset:natural_questions", "dataset:trivia_qa", "dataset:embedding-data/sentence-compression", "dataset:embedding-data/flickr30k-captions", "dataset:embedding-data/altlex", "dataset:embedding-data/simple-wiki", "dataset:embedding-data/QQP", "dataset:embedding-data/SPECTER", "dataset:embedding-data/PAQ_pairs", "dataset:embedding-data/WikiAnswers", "arxiv:1904.06472", "arxiv:2102.07033", "arxiv:2104.08727", "arxiv:1704.05179", "arxiv:1810.09305", "license:apache-2.0", "eval-results", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "recipe-or-training-files-present", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/sentence-transformers-all-mpnet-base-v2/", "history_url": "https://openmodelweights.com/models/sentence-transformers-all-mpnet-base-v2/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/sentence-transformers-all-mpnet-base-v2.json" }, { "id": "amazon-chronos-2", "name": "chronos-2", "developer": "amazon", "family": "chronos-2", "variant": "chronos-2", "model": { "parameters": "0.119478B", "total_parameters_billions": 0.119477664, "context": { "value": 8192, "display": "8,192 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "chronos_config.context_length" } ] }, "modality": "Time Series Forecasting", "tags": [ "chronos-forecasting", "safetensors", "t5", "time series", "forecasting", "foundation models", "pretrained models", "time-series-forecasting", "dataset:autogluon/chronos_datasets", "dataset:Salesforce/GiftEvalPretrain", "arxiv:2403.07815", "arxiv:2510.15821", "license:apache-2.0", "region:us", "deploy:sagemaker" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.24, "fp8_int8": 0.12, "int4": 0.06 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/amazon/chronos-2", "lineage": { "family": "chronos-2", "variant": "chronos-2", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "chronos-forecasting", "pipeline_tag": "time-series-forecasting", "declared": [ "chronos-forecasting" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-06-05T11:55:42.000Z", "created_at": "2025-10-30T14:54:39.000Z", "downloads": 22865413, "likes": 503, "sha": "29ec3766d36d6f73f0696f85560a422f50e8498c", "library_name": "chronos-forecasting", "pipeline_tag": "time-series-forecasting", "tags": [ "chronos-forecasting", "safetensors", "t5", "time series", "forecasting", "foundation models", "pretrained models", "time-series-forecasting", "dataset:autogluon/chronos_datasets", "dataset:Salesforce/GiftEvalPretrain", "arxiv:2403.07815", "arxiv:2510.15821", "license:apache-2.0", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/amazon-chronos-2/", "history_url": "https://openmodelweights.com/models/amazon-chronos-2/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/amazon-chronos-2.json" }, { "id": "google-t5-t5-small", "name": "t5-small", "developer": "google-t5", "family": "t5-small", "variant": "t5-small", "model": { "parameters": "0.0605069B", "total_parameters_billions": 0.06050688, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Translation", "tags": [ "transformers", "pytorch", "tf", "jax", "rust", "onnx", "safetensors", "t5", "text2text-generation", "summarization", "translation", "en", "fr", "ro", "de", "multilingual", "dataset:c4", "arxiv:1805.12471", "arxiv:1708.00055", "arxiv:1704.05426" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.12, "fp8_int8": 0.06, "int4": 0.03 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/google-t5/t5-small", "lineage": { "family": "t5-small", "variant": "t5-small", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "translation", "declared": [ "ONNX Runtime", "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-06-30T02:31:26.000Z", "created_at": "2022-03-02T23:29:04.000Z", "downloads": 24474682, "likes": 646, "sha": "df1b051c49625cf57a3d0d8d3863ed4d13564fe4", "library_name": "transformers", "pipeline_tag": "translation", "tags": [ "transformers", "pytorch", "tf", "jax", "rust", "onnx", "safetensors", "t5", "text2text-generation", "summarization", "translation", "en", "fr", "ro", "de", "multilingual", "dataset:c4", "arxiv:1805.12471", "arxiv:1708.00055", "arxiv:1704.05426", "arxiv:1606.05250", "arxiv:1808.09121", "arxiv:1810.12885", "arxiv:1905.10044", "arxiv:1910.09700", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/google-t5-t5-small/", "history_url": "https://openmodelweights.com/models/google-t5-t5-small/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/google-t5-t5-small.json" }, { "id": "hexgrad-kokoro-82m", "name": "Kokoro-82M", "developer": "hexgrad", "family": "Kokoro", "variant": "Kokoro-82M", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "plbert.max_position_embeddings" } ] }, "modality": "Text → audio", "tags": [ "text-to-speech", "en", "arxiv:2306.07691", "arxiv:2203.02395", "base_model:yl4579/StyleTTS2-LJSpeech", "base_model:finetune:yl4579/StyleTTS2-LJSpeech", "doi:10.57967/hf/4329", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/hexgrad/Kokoro-82M", "lineage": { "family": "Kokoro", "variant": "Kokoro-82M", "base_model": { "status": "declared", "models": [ "yl4579/StyleTTS2-LJSpeech" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": null, "pipeline_tag": "text-to-speech", "declared": [], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-04-10T18:12:48.000Z", "created_at": "2024-12-26T00:20:08.000Z", "downloads": 11426444, "likes": 7099, "sha": "f3ff3571791e39611d31c381e3a41a3af07b4987", "library_name": null, "pipeline_tag": "text-to-speech", "tags": [ "text-to-speech", "en", "arxiv:2306.07691", "arxiv:2203.02395", "base_model:yl4579/StyleTTS2-LJSpeech", "base_model:finetune:yl4579/StyleTTS2-LJSpeech", "doi:10.57967/hf/4329", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/hexgrad-kokoro-82m/", "history_url": "https://openmodelweights.com/models/hexgrad-kokoro-82m/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/hexgrad-kokoro-82m.json" }, { "id": "baai-bge-reranker-v2-m3", "name": "bge-reranker-v2-m3", "developer": "BAAI", "family": "bge-reranker-v2-m3", "variant": "bge-reranker-v2-m3", "model": { "parameters": "0.567756B", "total_parameters_billions": 0.567755777, "context": { "value": 8194, "display": "8,194 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text Classification", "tags": [ "sentence-transformers", "safetensors", "xlm-roberta", "text-classification", "transformers", "text-embeddings-inference", "multilingual", "arxiv:2312.15503", "arxiv:2402.03216", "license:apache-2.0", "endpoints_compatible", "deploy:azure", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1.14, "fp8_int8": 0.57, "int4": 0.28 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/BAAI/bge-reranker-v2-m3", "lineage": { "family": "bge-reranker-v2-m3", "variant": "bge-reranker-v2-m3", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "text-classification", "declared": [ "Transformers", "sentence-transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-06-24T14:08:45.000Z", "created_at": "2024-03-15T13:32:18.000Z", "downloads": 17103286, "likes": 1223, "sha": "953dc6f6f85a1b2dbfca4c34a2796e7dde08d41e", "library_name": "sentence-transformers", "pipeline_tag": "text-classification", "tags": [ "sentence-transformers", "safetensors", "xlm-roberta", "text-classification", "transformers", "text-embeddings-inference", "multilingual", "arxiv:2312.15503", "arxiv:2402.03216", "license:apache-2.0", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/baai-bge-reranker-v2-m3/", "history_url": "https://openmodelweights.com/models/baai-bge-reranker-v2-m3/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/baai-bge-reranker-v2-m3.json" }, { "id": "google-gemma-4-26b-a4b-it", "name": "gemma-4-26B-A4B-it", "developer": "Google", "family": "gemma-4", "variant": "gemma-4-26B-A4B-it", "model": { "parameters": "25.8059B", "total_parameters_billions": 25.805936206, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "gemma4", "image-text-to-text", "conversational", "arxiv:2607.02770", "base_model:google/gemma-4-26B-A4B", "base_model:finetune:google/gemma-4-26B-A4B", "license:apache-2.0", "eval-results", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://ai.google.dev/gemma/docs/gemma_4_license", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://ai.google.dev/gemma/docs/gemma_4_license" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://ai.google.dev/gemma/docs/gemma_4_license" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 51.61, "fp8_int8": 25.81, "int4": 12.9 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/google/gemma-4-26B-A4B-it", "lineage": { "family": "gemma-4", "variant": "gemma-4-26B-A4B-it", "base_model": { "status": "declared", "models": [ "google/gemma-4-26B-A4B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "llama.cpp" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-07-20T16:42:12.000Z", "created_at": "2026-03-11T21:25:57.000Z", "downloads": 13086089, "likes": 1580, "sha": "4d7ae4984b7db7de8f8457170b3f1a419ee76d52", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "gemma4", "image-text-to-text", "conversational", "arxiv:2607.02770", "base_model:google/gemma-4-26B-A4B", "base_model:finetune:google/gemma-4-26B-A4B", "license:apache-2.0", "eval-results", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/google-gemma-4-26b-a4b-it/", "history_url": "https://openmodelweights.com/models/google-gemma-4-26b-a4b-it/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/google-gemma-4-26b-a4b-it.json" }, { "id": "google-gemma-4-31b-it", "name": "gemma-4-31B-it", "developer": "Google", "family": "gemma-4", "variant": "gemma-4-31B-it", "model": { "parameters": "31.2731B", "total_parameters_billions": 31.273088876, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "gemma4", "image-text-to-text", "conversational", "arxiv:2607.02770", "base_model:google/gemma-4-31B", "base_model:finetune:google/gemma-4-31B", "license:apache-2.0", "eval-results", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://ai.google.dev/gemma/docs/gemma_4_license", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://ai.google.dev/gemma/docs/gemma_4_license" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://ai.google.dev/gemma/docs/gemma_4_license" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 62.55, "fp8_int8": 31.27, "int4": 15.64 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/google/gemma-4-31B-it", "lineage": { "family": "gemma-4", "variant": "gemma-4-31B-it", "base_model": { "status": "declared", "models": [ "google/gemma-4-31B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "llama.cpp" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-07-20T16:42:18.000Z", "created_at": "2026-03-11T18:22:36.000Z", "downloads": 9875593, "likes": 3994, "sha": "842da3794eaa0b77d5f08bae87a17459d91ff475", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "gemma4", "image-text-to-text", "conversational", "arxiv:2607.02770", "base_model:google/gemma-4-31B", "base_model:finetune:google/gemma-4-31B", "license:apache-2.0", "eval-results", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/google-gemma-4-31b-it/", "history_url": "https://openmodelweights.com/models/google-gemma-4-31b-it/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/google-gemma-4-31b-it.json" }, { "id": "qwen-qwen3-vl-8b-instruct", "name": "Qwen3-VL-8B-Instruct", "developer": "Qwen", "family": "Qwen3-VL", "variant": "Qwen3-VL-8B-Instruct", "model": { "parameters": "8.76712B", "total_parameters_billions": 8.767123696, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "qwen3_vl", "image-text-to-text", "conversational", "arxiv:2505.09388", "arxiv:2502.13923", "arxiv:2409.12191", "arxiv:2308.12966", "license:apache-2.0", "eval-results", "endpoints_compatible", "region:us", "deploy:sagemaker", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 17.53, "fp8_int8": 8.77, "int4": 4.38 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3-VL-8B-Instruct", "lineage": { "family": "Qwen3-VL", "variant": "Qwen3-VL-8B-Instruct", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-10-15T16:16:59.000Z", "created_at": "2025-10-11T07:23:39.000Z", "downloads": 15794638, "likes": 1161, "sha": "0c351dd01ed87e9c1b53cbc748cba10e6187ff3b", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen3_vl", "image-text-to-text", "conversational", "arxiv:2505.09388", "arxiv:2502.13923", "arxiv:2409.12191", "arxiv:2308.12966", "license:apache-2.0", "eval-results", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen3-vl-8b-instruct/", "history_url": "https://openmodelweights.com/models/qwen-qwen3-vl-8b-instruct/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen3-vl-8b-instruct.json" }, { "id": "facebookai-xlm-roberta-base", "name": "xlm-roberta-base", "developer": "FacebookAI", "family": "xlm-roberta", "variant": "xlm-roberta-base", "model": { "parameters": "0.278886B", "total_parameters_billions": 0.278885778, "context": { "value": 514, "display": "514 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "pytorch", "tf", "jax", "onnx", "safetensors", "xlm-roberta", "fill-mask", "exbert", "multilingual", "af", "am", "ar", "as", "az", "be", "bg", "bn", "br", "bs" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.56, "fp8_int8": 0.28, "int4": 0.14 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/FacebookAI/xlm-roberta-base", "lineage": { "family": "xlm-roberta", "variant": "xlm-roberta-base", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "fill-mask", "declared": [ "ONNX Runtime", "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-02-19T12:48:21.000Z", "created_at": "2022-03-02T23:29:04.000Z", "downloads": 16167820, "likes": 926, "sha": "e73636d4f797dec63c3081bb6ed5c7b0bb3f2089", "library_name": "transformers", "pipeline_tag": "fill-mask", "tags": [ "transformers", "pytorch", "tf", "jax", "onnx", "safetensors", "xlm-roberta", "fill-mask", "exbert", "multilingual", "af", "am", "ar", "as", "az", "be", "bg", "bn", "br", "bs", "ca", "cs", "cy", "da", "de", "el", "en", "eo", "es", "et", "eu", "fa", "fi", "fr", "fy", "ga", "gd", "gl", "gu", "ha", "he", "hi", "hr", "hu", "hy", "id", "is", "it", "ja", "jv", "ka", "kk", "km", "kn", "ko", "ku", "ky", "la", "lo", "lt", "lv", "mg", "mk", "ml", "mn", "mr", "ms", "my", "ne", "nl", "no", "om", "or", "pa", "pl", "ps", "pt", "ro", "ru", "sa", "sd", "si", "sk", "sl", "so", "sq", "sr", "su", "sv", "sw", "ta", "te", "th", "tl", "tr", "ug", "uk", "ur", "uz", "vi", "xh", "yi", "zh", "arxiv:1911.02116", "license:mit", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/facebookai-xlm-roberta-base/", "history_url": "https://openmodelweights.com/models/facebookai-xlm-roberta-base/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/facebookai-xlm-roberta-base.json" }, { "id": "nomic-ai-nomic-embed-text-v1-5", "name": "nomic-embed-text-v1.5", "developer": "nomic-ai", "family": "nomic-embed-text-v1.5", "variant": "nomic-embed-text-v1.5", "model": { "parameters": "0.136732B", "total_parameters_billions": 0.136731648, "context": { "value": 2048, "display": "2,048 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text embeddings", "tags": [ "sentence-transformers", "onnx", "safetensors", "nomic_bert", "feature-extraction", "sentence-similarity", "mteb", "transformers", "transformers.js", "custom_code", "en", "arxiv:2402.01613", "arxiv:2205.13147", "license:apache-2.0", "model-index", "eval-results", "text-embeddings-inference", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.27, "fp8_int8": 0.14, "int4": 0.07 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "ONNX" ], "repository": "https://huggingface.co/nomic-ai/nomic-embed-text-v1.5", "lineage": { "family": "nomic-embed-text-v1.5", "variant": "nomic-embed-text-v1.5", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "sentence-similarity", "declared": [ "ONNX Runtime", "Transformers", "sentence-transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-04-07T14:17:02.000Z", "created_at": "2024-02-10T06:32:35.000Z", "downloads": 13233366, "likes": 943, "sha": "e9b6763023c676ca8431644204f50c2b100d9aab", "library_name": "sentence-transformers", "pipeline_tag": "sentence-similarity", "tags": [ "sentence-transformers", "onnx", "safetensors", "nomic_bert", "feature-extraction", "sentence-similarity", "mteb", "transformers", "transformers.js", "custom_code", "en", "arxiv:2402.01613", "arxiv:2205.13147", "license:apache-2.0", "model-index", "eval-results", "text-embeddings-inference", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/nomic-ai-nomic-embed-text-v1-5/", "history_url": "https://openmodelweights.com/models/nomic-ai-nomic-embed-text-v1-5/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/nomic-ai-nomic-embed-text-v1-5.json" }, { "id": "qwen-qwen3-8b", "name": "Qwen3-8B", "developer": "Qwen", "family": "Qwen3", "variant": "Qwen3-8B", "model": { "parameters": "8.19074B", "total_parameters_billions": 8.19073536, "context": { "value": 40960, "display": "40,960 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "qwen3", "text-generation", "conversational", "arxiv:2309.00071", "arxiv:2505.09388", "base_model:Qwen/Qwen3-8B-Base", "base_model:finetune:Qwen/Qwen3-8B-Base", "license:apache-2.0", "eval-results", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3-8B/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3-8B/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3-8B/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 16.38, "fp8_int8": 8.19, "int4": 4.1 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3-8B", "lineage": { "family": "Qwen3", "variant": "Qwen3-8B", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3-8B-Base" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "MLX", "Ollama", "SGLang", "llama.cpp", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-07-26T03:49:13.000Z", "created_at": "2025-04-27T03:42:21.000Z", "downloads": 11020586, "likes": 2067, "sha": "b968826d9c46dd6066d109eabc6255188de91218", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "qwen3", "text-generation", "conversational", "arxiv:2309.00071", "arxiv:2505.09388", "base_model:Qwen/Qwen3-8B-Base", "base_model:finetune:Qwen/Qwen3-8B-Base", "license:apache-2.0", "eval-results", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen3-8b/", "history_url": "https://openmodelweights.com/models/qwen-qwen3-8b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen3-8b.json" }, { "id": "qwen-qwen3-5-9b", "name": "Qwen3.5-9B", "developer": "Qwen", "family": "Qwen3.5", "variant": "Qwen3.5-9B", "model": { "parameters": "9.6531B", "total_parameters_billions": 9.653104368, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "qwen3_5", "image-text-to-text", "conversational", "base_model:Qwen/Qwen3.5-9B-Base", "base_model:finetune:Qwen/Qwen3.5-9B-Base", "license:apache-2.0", "eval-results", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3.5-9B/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3.5-9B/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3.5-9B/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 19.31, "fp8_int8": 9.65, "int4": 4.83 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3.5-9B", "lineage": { "family": "Qwen3.5", "variant": "Qwen3.5-9B", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3.5-9B-Base" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-03-02T00:51:43.000Z", "created_at": "2026-02-27T12:58:26.000Z", "downloads": 9181882, "likes": 2087, "sha": "c202236235762e1c871ad0ccb60c8ee5ba337b9a", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen3_5", "image-text-to-text", "conversational", "base_model:Qwen/Qwen3.5-9B-Base", "base_model:finetune:Qwen/Qwen3.5-9B-Base", "license:apache-2.0", "eval-results", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen3-5-9b/", "history_url": "https://openmodelweights.com/models/qwen-qwen3-5-9b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen3-5-9b.json" }, { "id": "timm-mobilenetv3-small-100-lamb-in1k", "name": "mobilenetv3_small_100.lamb_in1k", "developer": "timm", "family": "mobilenetv3_small_100.lamb_in1k", "variant": "mobilenetv3_small_100.lamb_in1k", "model": { "parameters": "0.00255497B", "total_parameters_billions": 0.002554968, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image", "tags": [ "timm", "pytorch", "safetensors", "image-classification", "transformers", "dataset:imagenet-1k", "arxiv:2110.00476", "arxiv:1905.02244", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.01, "fp8_int8": 0.0, "int4": 0.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/timm/mobilenetv3_small_100.lamb_in1k", "lineage": { "family": "mobilenetv3_small_100.lamb_in1k", "variant": "mobilenetv3_small_100.lamb_in1k", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "timm", "pipeline_tag": "image-classification", "declared": [ "Transformers", "timm" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-10-19T16:12:11.000Z", "created_at": "2022-12-16T05:38:36.000Z", "downloads": 21610288, "likes": 124, "sha": "1824797e7887cbec1990e4adbd6675960a36c589", "library_name": "timm", "pipeline_tag": "image-classification", "tags": [ "timm", "pytorch", "safetensors", "image-classification", "transformers", "dataset:imagenet-1k", "arxiv:2110.00476", "arxiv:1905.02244", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/timm-mobilenetv3-small-100-lamb-in1k/", "history_url": "https://openmodelweights.com/models/timm-mobilenetv3-small-100-lamb-in1k/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/timm-mobilenetv3-small-100-lamb-in1k.json" }, { "id": "meta-llama-llama-3-1-8b-instruct", "name": "Llama-3.1-8B-Instruct", "developer": "Meta", "family": "Llama-3.1", "variant": "Llama-3.1-8B-Instruct", "model": { "parameters": "8.03026B", "total_parameters_billions": 8.030261248, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text", "tags": [ "transformers", "safetensors", "llama", "text-generation", "facebook", "meta", "pytorch", "llama-3", "conversational", "en", "de", "fr", "it", "pt", "hi", "es", "th", "arxiv:2204.05149", "base_model:meta-llama/Llama-3.1-8B", "base_model:finetune:meta-llama/Llama-3.1-8B" ] }, "license": { "id": "llama3.1", "name": "llama3.1", "url": "https://www.llama.com/llama3/license/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed subject to Llama community-license conditions", "basis": "https://www.llama.com/llama3/license/" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.llama.com/llama3/license/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 16.06, "fp8_int8": 8.03, "int4": 4.02 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/meta-llama/Llama-3.1-8B-Instruct", "lineage": { "family": "Llama-3.1", "variant": "Llama-3.1-8B-Instruct", "base_model": { "status": "declared", "models": [ "meta-llama/Meta-Llama-3.1-8B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-09-25T17:00:57.000Z", "created_at": "2024-07-18T08:56:00.000Z", "downloads": 6203867, "likes": 8146, "sha": "0e9e39f249a16976918f6564b8830bc894c89659", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "llama", "text-generation", "facebook", "meta", "pytorch", "llama-3", "conversational", "en", "de", "fr", "it", "pt", "hi", "es", "th", "arxiv:2204.05149", "base_model:meta-llama/Llama-3.1-8B", "base_model:finetune:meta-llama/Llama-3.1-8B", "license:llama3.1", "eval-results", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/meta-llama-llama-3-1-8b-instruct/", "history_url": "https://openmodelweights.com/models/meta-llama-llama-3-1-8b-instruct/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/meta-llama-llama-3-1-8b-instruct.json" }, { "id": "qwen-qwen2-5-7b-instruct", "name": "Qwen2.5-7B-Instruct", "developer": "Qwen", "family": "Qwen2.5", "variant": "Qwen2.5-7B-Instruct", "model": { "parameters": "7.61562B", "total_parameters_billions": 7.615616512, "context": { "value": 32768, "display": "32,768 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "qwen2", "text-generation", "chat", "conversational", "en", "arxiv:2309.00071", "arxiv:2407.10671", "base_model:Qwen/Qwen2.5-7B", "base_model:finetune:Qwen/Qwen2.5-7B", "license:apache-2.0", "eval-results", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen2.5-7B-Instruct/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen2.5-7B-Instruct/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen2.5-7B-Instruct/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 15.23, "fp8_int8": 7.62, "int4": 3.81 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen2.5-7B-Instruct", "lineage": { "family": "Qwen2.5", "variant": "Qwen2.5-7B-Instruct", "base_model": { "status": "declared", "models": [ "Qwen/Qwen2.5-7B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-01-12T02:10:10.000Z", "created_at": "2024-09-16T11:55:40.000Z", "downloads": 8891777, "likes": 2383, "sha": "a09a35458c702b33eeacc393d103063234e8bc28", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "qwen2", "text-generation", "chat", "conversational", "en", "arxiv:2309.00071", "arxiv:2407.10671", "base_model:Qwen/Qwen2.5-7B", "base_model:finetune:Qwen/Qwen2.5-7B", "license:apache-2.0", "eval-results", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen2-5-7b-instruct/", "history_url": "https://openmodelweights.com/models/qwen-qwen2-5-7b-instruct/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen2-5-7b-instruct.json" }, { "id": "openai-clip-vit-large-patch14", "name": "clip-vit-large-patch14", "developer": "OpenAI", "family": "clip-vit-large-patch14", "variant": "clip-vit-large-patch14", "model": { "parameters": "0.427617B", "total_parameters_billions": 0.427616846, "context": { "value": 77, "display": "77 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Zero Shot Image Classification", "tags": [ "transformers", "pytorch", "tf", "jax", "safetensors", "clip", "zero-shot-image-classification", "vision", "arxiv:2103.00020", "arxiv:1908.04913", "endpoints_compatible", "region:us" ] }, "license": { "id": null, "name": "Not declared in model-card metadata", "url": null, "status": "not-disclosed", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.86, "fp8_int8": 0.43, "int4": 0.21 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/openai/clip-vit-large-patch14", "lineage": { "family": "clip-vit-large-patch14", "variant": "clip-vit-large-patch14", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "zero-shot-image-classification", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-09-15T15:49:35.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 8781468, "likes": 2103, "sha": "32bd64288804d66eefd0ccbe215aa642df71cc41", "library_name": "transformers", "pipeline_tag": "zero-shot-image-classification", "tags": [ "transformers", "pytorch", "tf", "jax", "safetensors", "clip", "zero-shot-image-classification", "vision", "arxiv:2103.00020", "arxiv:1908.04913", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "not-disclosed", "commercial_use": "unknown", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/openai-clip-vit-large-patch14/", "history_url": "https://openmodelweights.com/models/openai-clip-vit-large-patch14/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/openai-clip-vit-large-patch14.json" }, { "id": "openai-gpt-oss-20b", "name": "gpt-oss-20b", "developer": "OpenAI", "family": "gpt-oss", "variant": "gpt-oss-20b", "model": { "parameters": "20.9148B", "total_parameters_billions": 20.914757184, "context": { "value": 131072, "display": "131,072 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "gpt_oss", "text-generation", "vllm", "conversational", "arxiv:2508.10925", "license:apache-2.0", "eval-results", "endpoints_compatible", "8-bit", "mxfp4", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/openai/gpt-oss-20b/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/openai/gpt-oss-20b/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/openai/gpt-oss-20b/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 41.83, "fp8_int8": 20.91, "int4": 10.46 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/openai/gpt-oss-20b", "lineage": { "family": "gpt-oss", "variant": "gpt-oss-20b", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers", "vLLM" ], "mentioned_in_model_card": [ "Ollama" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-08-26T17:25:47.000Z", "created_at": "2025-08-04T22:33:29.000Z", "downloads": 6656501, "likes": 5113, "sha": "6cee5e81ee83917806bbde320786a8fb61efebee", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "gpt_oss", "text-generation", "vllm", "conversational", "arxiv:2508.10925", "license:apache-2.0", "eval-results", "endpoints_compatible", "8-bit", "mxfp4", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/openai-gpt-oss-20b/", "history_url": "https://openmodelweights.com/models/openai-gpt-oss-20b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/openai-gpt-oss-20b.json" }, { "id": "comfy-org-krea-2", "name": "Krea-2", "developer": "Comfy-Org", "family": "Krea-2", "variant": "Krea-2", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "diffusion-single-file", "comfyui", "base_model:krea/Krea-2-Raw", "base_model:finetune:krea/Krea-2-Raw", "license:other", "region:us" ] }, "license": { "id": "other", "name": "krea-2-community-license", "url": "https://huggingface.co/krea/Krea-2-Turbo/blob/main/LICENSE.pdf", "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": "https://huggingface.co/krea/Krea-2-Turbo/blob/main/LICENSE.pdf" }, "repository_license_files": [ "LICENSE.pdf" ], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": "https://huggingface.co/krea/Krea-2-Turbo/blob/main/LICENSE.pdf" } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Comfy-Org/Krea-2", "lineage": { "family": "Krea-2", "variant": "Krea-2", "base_model": { "status": "declared", "models": [ "krea/Krea-2-Raw", "krea/Krea-2-Turbo" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "diffusion-single-file", "pipeline_tag": null, "declared": [ "diffusion-single-file" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-23T08:03:53.000Z", "created_at": "2026-06-16T22:31:20.000Z", "downloads": 9835635, "likes": 633, "sha": "eb1eddd3983a54678545a9b2c178c5853b30f7be", "library_name": "diffusion-single-file", "pipeline_tag": null, "tags": [ "diffusion-single-file", "comfyui", "base_model:krea/Krea-2-Raw", "base_model:finetune:krea/Krea-2-Raw", "license:other", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/comfy-org-krea-2/", "history_url": "https://openmodelweights.com/models/comfy-org-krea-2/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/comfy-org-krea-2.json" }, { "id": "google-vit-base-patch16-224", "name": "vit-base-patch16-224", "developer": "Google", "family": "vit-base-patch16-224", "variant": "vit-base-patch16-224", "model": { "parameters": "0.0865677B", "total_parameters_billions": 0.086567656, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image", "tags": [ "transformers", "pytorch", "tf", "jax", "safetensors", "vit", "image-classification", "vision", "dataset:imagenet-1k", "dataset:imagenet-21k", "arxiv:2010.11929", "arxiv:2006.03677", "license:apache-2.0", "endpoints_compatible", "deploy:azure", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.17, "fp8_int8": 0.09, "int4": 0.04 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/google/vit-base-patch16-224", "lineage": { "family": "vit-base-patch16-224", "variant": "vit-base-patch16-224", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-classification", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-09-05T15:27:12.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 10345089, "likes": 1006, "sha": "3f49326eb077187dfe1c2a2bb15fbd74e6ab91e3", "library_name": "transformers", "pipeline_tag": "image-classification", "tags": [ "transformers", "pytorch", "tf", "jax", "safetensors", "vit", "image-classification", "vision", "dataset:imagenet-1k", "dataset:imagenet-21k", "arxiv:2010.11929", "arxiv:2006.03677", "license:apache-2.0", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/google-vit-base-patch16-224/", "history_url": "https://openmodelweights.com/models/google-vit-base-patch16-224/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/google-vit-base-patch16-224.json" }, { "id": "intfloat-multilingual-e5-small", "name": "multilingual-e5-small", "developer": "intfloat", "family": "multilingual-e5-small", "variant": "multilingual-e5-small", "model": { "parameters": "0.117654B", "total_parameters_billions": 0.117654272, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text embeddings", "tags": [ "sentence-transformers", "pytorch", "onnx", "safetensors", "openvino", "bert", "mteb", "Sentence Transformers", "sentence-similarity", "multilingual", "af", "am", "ar", "as", "az", "be", "bg", "bn", "br", "bs" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.24, "fp8_int8": 0.12, "int4": 0.06 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/intfloat/multilingual-e5-small", "lineage": { "family": "multilingual-e5-small", "variant": "multilingual-e5-small", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "sentence-similarity", "declared": [ "ONNX Runtime", "sentence-transformers" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-04-02T02:16:05.000Z", "created_at": "2023-06-30T07:31:03.000Z", "downloads": 11721425, "likes": 435, "sha": "614241f622f53c4eeff9890bdc4f31cfecc418b3", "library_name": "sentence-transformers", "pipeline_tag": "sentence-similarity", "tags": [ "sentence-transformers", "pytorch", "onnx", "safetensors", "openvino", "bert", "mteb", "Sentence Transformers", "sentence-similarity", "multilingual", "af", "am", "ar", "as", "az", "be", "bg", "bn", "br", "bs", "ca", "cs", "cy", "da", "de", "el", "en", "eo", "es", "et", "eu", "fa", "fi", "fr", "fy", "ga", "gd", "gl", "gu", "ha", "he", "hi", "hr", "hu", "hy", "id", "is", "it", "ja", "jv", "ka", "kk", "km", "kn", "ko", "ku", "ky", "la", "lo", "lt", "lv", "mg", "mk", "ml", "mn", "mr", "ms", "my", "ne", "nl", "no", "om", "or", "pa", "pl", "ps", "pt", "ro", "ru", "sa", "sd", "si", "sk", "sl", "so", "sq", "sr", "su", "sv", "sw", "ta", "te", "th", "tl", "tr", "ug", "uk", "ur", "uz", "vi", "xh", "yi", "zh", "arxiv:2402.05672", "arxiv:2108.08787", "arxiv:2104.08663", "arxiv:2210.07316", "license:mit", "model-index", "eval-results", "text-embeddings-inference", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/intfloat-multilingual-e5-small/", "history_url": "https://openmodelweights.com/models/intfloat-multilingual-e5-small/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/intfloat-multilingual-e5-small.json" }, { "id": "comfy-org-z-image-turbo", "name": "z_image_turbo", "developer": "Comfy-Org", "family": "z_image_turbo", "variant": "z_image_turbo", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "diffusion-single-file", "comfyui", "base_model:Tongyi-MAI/Z-Image-Turbo", "base_model:finetune:Tongyi-MAI/Z-Image-Turbo", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Comfy-Org/z_image_turbo", "lineage": { "family": "z_image_turbo", "variant": "z_image_turbo", "base_model": { "status": "declared", "models": [ "Tongyi-MAI/Z-Image-Turbo" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "diffusion-single-file", "pipeline_tag": null, "declared": [ "diffusion-single-file" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-23T08:02:57.000Z", "created_at": "2025-11-26T01:00:52.000Z", "downloads": 8370019, "likes": 922, "sha": "6fc90a3b1b653e935a0d175e260736de25b84df5", "library_name": "diffusion-single-file", "pipeline_tag": null, "tags": [ "diffusion-single-file", "comfyui", "base_model:Tongyi-MAI/Z-Image-Turbo", "base_model:finetune:Tongyi-MAI/Z-Image-Turbo", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/comfy-org-z-image-turbo/", "history_url": "https://openmodelweights.com/models/comfy-org-z-image-turbo/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/comfy-org-z-image-turbo.json" }, { "id": "coqui-xtts-v2", "name": "XTTS-v2", "developer": "coqui", "family": "XTTS-v2", "variant": "XTTS-v2", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text → audio", "tags": [ "coqui", "text-to-speech", "license:other", "region:us" ] }, "license": { "id": "other", "name": "coqui-public-model-license", "url": "https://coqui.ai/cpml", "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": "https://coqui.ai/cpml" }, "repository_license_files": [ "LICENSE.txt" ], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": "https://coqui.ai/cpml" } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/coqui/XTTS-v2", "lineage": { "family": "XTTS-v2", "variant": "XTTS-v2", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "coqui", "pipeline_tag": "text-to-speech", "declared": [ "coqui" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-12-11T17:50:00.000Z", "created_at": "2023-10-31T10:11:33.000Z", "downloads": 6675662, "likes": 3845, "sha": "6c2b0d75eae4b7047358e3b6bd9325f857d43f77", "library_name": "coqui", "pipeline_tag": "text-to-speech", "tags": [ "coqui", "text-to-speech", "license:other", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/coqui-xtts-v2/", "history_url": "https://openmodelweights.com/models/coqui-xtts-v2/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/coqui-xtts-v2.json" }, { "id": "openai-whisper-large-v3-turbo", "name": "whisper-large-v3-turbo", "developer": "OpenAI", "family": "whisper-large-v3-turbo", "variant": "whisper-large-v3-turbo", "model": { "parameters": "0.808878B", "total_parameters_billions": 0.80887808, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Audio → text", "tags": [ "transformers", "safetensors", "whisper", "automatic-speech-recognition", "audio", "en", "zh", "de", "es", "ru", "ko", "fr", "ja", "pt", "tr", "pl", "ca", "nl", "ar", "sv" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1.62, "fp8_int8": 0.81, "int4": 0.4 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/openai/whisper-large-v3-turbo", "lineage": { "family": "whisper-large-v3-turbo", "variant": "whisper-large-v3-turbo", "base_model": { "status": "declared", "models": [ "openai/whisper-large-v3" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "automatic-speech-recognition", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-10-04T14:51:11.000Z", "created_at": "2024-10-01T07:39:28.000Z", "downloads": 6401799, "likes": 3410, "sha": "41f01f3fe87f28c78e2fbf8b568835947dd65ed9", "library_name": "transformers", "pipeline_tag": "automatic-speech-recognition", "tags": [ "transformers", "safetensors", "whisper", "automatic-speech-recognition", "audio", "en", "zh", "de", "es", "ru", "ko", "fr", "ja", "pt", "tr", "pl", "ca", "nl", "ar", "sv", "it", "id", "hi", "fi", "vi", "he", "uk", "el", "ms", "cs", "ro", "da", "hu", "ta", "no", "th", "ur", "hr", "bg", "lt", "la", "mi", "ml", "cy", "sk", "te", "fa", "lv", "bn", "sr", "az", "sl", "kn", "et", "mk", "br", "eu", "is", "hy", "ne", "mn", "bs", "kk", "sq", "sw", "gl", "mr", "pa", "si", "km", "sn", "yo", "so", "af", "oc", "ka", "be", "tg", "sd", "gu", "am", "yi", "lo", "uz", "fo", "ht", "ps", "tk", "nn", "mt", "sa", "lb", "my", "bo", "tl", "mg", "as", "tt", "haw", "ln", "ha", "ba", "jw", "su", "arxiv:2212.04356", "base_model:openai/whisper-large-v3", "base_model:finetune:openai/whisper-large-v3", "license:mit", "eval-results", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/openai-whisper-large-v3-turbo/", "history_url": "https://openmodelweights.com/models/openai-whisper-large-v3-turbo/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/openai-whisper-large-v3-turbo.json" }, { "id": "bingsu-adetailer", "name": "adetailer", "developer": "Bingsu", "family": "adetailer", "variant": "adetailer", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "ultralytics", "pytorch", "dataset:wider_face", "dataset:skytnt/anime-segmentation", "doi:10.57967/hf/3633", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/Bingsu/adetailer", "lineage": { "family": "adetailer", "variant": "adetailer", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "ultralytics", "pipeline_tag": null, "declared": [ "ultralytics" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-11-21T12:40:27.000Z", "created_at": "2023-04-26T00:58:45.000Z", "downloads": 9878644, "likes": 795, "sha": "53cc19de382014514d9d4038601d261a7faa9b7b", "library_name": "ultralytics", "pipeline_tag": null, "tags": [ "ultralytics", "pytorch", "dataset:wider_face", "dataset:skytnt/anime-segmentation", "doi:10.57967/hf/3633", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/bingsu-adetailer/", "history_url": "https://openmodelweights.com/models/bingsu-adetailer/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/bingsu-adetailer.json" }, { "id": "distilbert-distilbert-base-uncased", "name": "distilbert-base-uncased", "developer": "distilbert", "family": "distilbert-base-uncased", "variant": "distilbert-base-uncased", "model": { "parameters": "0.0669855B", "total_parameters_billions": 0.06698553, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "pytorch", "tf", "jax", "rust", "safetensors", "distilbert", "fill-mask", "exbert", "en", "dataset:bookcorpus", "dataset:wikipedia", "arxiv:1910.01108", "license:apache-2.0", "endpoints_compatible", "region:us", "deploy:sagemaker", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/distilbert/distilbert-base-uncased/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/distilbert/distilbert-base-uncased/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/distilbert/distilbert-base-uncased/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.13, "fp8_int8": 0.07, "int4": 0.03 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/distilbert/distilbert-base-uncased", "lineage": { "family": "distilbert-base-uncased", "variant": "distilbert-base-uncased", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "fill-mask", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-05-06T13:44:53.000Z", "created_at": "2022-03-02T23:29:04.000Z", "downloads": 7991582, "likes": 1474, "sha": "12040accade4e8a0f71eabdb258fecc2e7e948be", "library_name": "transformers", "pipeline_tag": "fill-mask", "tags": [ "transformers", "pytorch", "tf", "jax", "rust", "safetensors", "distilbert", "fill-mask", "exbert", "en", "dataset:bookcorpus", "dataset:wikipedia", "arxiv:1910.01108", "license:apache-2.0", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/distilbert-distilbert-base-uncased/", "history_url": "https://openmodelweights.com/models/distilbert-distilbert-base-uncased/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/distilbert-distilbert-base-uncased.json" }, { "id": "baai-bge-large-en-v1-5", "name": "bge-large-en-v1.5", "developer": "BAAI", "family": "bge-large-en-v1.5", "variant": "bge-large-en-v1.5", "model": { "parameters": "0.335142B", "total_parameters_billions": 0.3351424, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Embeddings / features", "tags": [ "sentence-transformers", "pytorch", "onnx", "safetensors", "bert", "feature-extraction", "sentence-similarity", "transformers", "mteb", "en", "arxiv:2401.03462", "arxiv:2312.15503", "arxiv:2311.13534", "arxiv:2310.07554", "arxiv:2309.07597", "license:mit", "model-index", "eval-results", "text-embeddings-inference", "endpoints_compatible" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.67, "fp8_int8": 0.34, "int4": 0.17 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/BAAI/bge-large-en-v1.5", "lineage": { "family": "bge-large-en-v1.5", "variant": "bge-large-en-v1.5", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "feature-extraction", "declared": [ "ONNX Runtime", "Transformers", "sentence-transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-02-21T02:51:44.000Z", "created_at": "2023-09-12T05:20:08.000Z", "downloads": 9796748, "likes": 744, "sha": "d4aa6901d3a41ba39fb536a557fa166f842b0e09", "library_name": "sentence-transformers", "pipeline_tag": "feature-extraction", "tags": [ "sentence-transformers", "pytorch", "onnx", "safetensors", "bert", "feature-extraction", "sentence-similarity", "transformers", "mteb", "en", "arxiv:2401.03462", "arxiv:2312.15503", "arxiv:2311.13534", "arxiv:2310.07554", "arxiv:2309.07597", "license:mit", "model-index", "eval-results", "text-embeddings-inference", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/baai-bge-large-en-v1-5/", "history_url": "https://openmodelweights.com/models/baai-bge-large-en-v1-5/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/baai-bge-large-en-v1-5.json" }, { "id": "intfloat-multilingual-e5-large", "name": "multilingual-e5-large", "developer": "intfloat", "family": "multilingual-e5-large", "variant": "multilingual-e5-large", "model": { "parameters": "0.559891B", "total_parameters_billions": 0.559890946, "context": { "value": 514, "display": "514 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Embeddings / features", "tags": [ "sentence-transformers", "pytorch", "onnx", "safetensors", "openvino", "xlm-roberta", "mteb", "Sentence Transformers", "sentence-similarity", "feature-extraction", "multilingual", "af", "am", "ar", "as", "az", "be", "bg", "bn", "br" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1.12, "fp8_int8": 0.56, "int4": 0.28 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/intfloat/multilingual-e5-large", "lineage": { "family": "multilingual-e5-large", "variant": "multilingual-e5-large", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "feature-extraction", "declared": [ "ONNX Runtime", "sentence-transformers" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-04-02T02:16:59.000Z", "created_at": "2023-06-30T07:38:19.000Z", "downloads": 7382799, "likes": 1260, "sha": "3d7cfbdacd47fdda877c5cd8a79fbcc4f2a574f3", "library_name": "sentence-transformers", "pipeline_tag": "feature-extraction", "tags": [ "sentence-transformers", "pytorch", "onnx", "safetensors", "openvino", "xlm-roberta", "mteb", "Sentence Transformers", "sentence-similarity", "feature-extraction", "multilingual", "af", "am", "ar", "as", "az", "be", "bg", "bn", "br", "bs", "ca", "cs", "cy", "da", "de", "el", "en", "eo", "es", "et", "eu", "fa", "fi", "fr", "fy", "ga", "gd", "gl", "gu", "ha", "he", "hi", "hr", "hu", "hy", "id", "is", "it", "ja", "jv", "ka", "kk", "km", "kn", "ko", "ku", "ky", "la", "lo", "lt", "lv", "mg", "mk", "ml", "mn", "mr", "ms", "my", "ne", "nl", "no", "om", "or", "pa", "pl", "ps", "pt", "ro", "ru", "sa", "sd", "si", "sk", "sl", "so", "sq", "sr", "su", "sv", "sw", "ta", "te", "th", "tl", "tr", "ug", "uk", "ur", "uz", "vi", "xh", "yi", "zh", "arxiv:2402.05672", "arxiv:2108.08787", "arxiv:2104.08663", "arxiv:2210.07316", "license:mit", "model-index", "eval-results", "text-embeddings-inference", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/intfloat-multilingual-e5-large/", "history_url": "https://openmodelweights.com/models/intfloat-multilingual-e5-large/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/intfloat-multilingual-e5-large.json" }, { "id": "zai-org-glm-5-3-flash", "name": "GLM-5.3-Flash", "developer": "Z.ai", "family": "GLM-5.3-Flash", "variant": "GLM-5.3-Flash", "model": { "parameters": "321.323B", "total_parameters_billions": 321.32303139, "context": { "value": 1048576, "display": "1,048,576 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "glm5_next", "image-text-to-text", "conversational", "en", "zh", "arxiv:2602.15763", "license:mit", "eval-results", "endpoints_compatible", "fp8", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": "https://huggingface.co/zai-org/GLM-5.3-Flash/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": "https://huggingface.co/zai-org/GLM-5.3-Flash/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/zai-org/GLM-5.3-Flash/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 642.65, "fp8_int8": 321.32, "int4": 160.66 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/zai-org/GLM-5.3-Flash", "lineage": { "family": "GLM-5.3-Flash", "variant": "GLM-5.3-Flash", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-07T12:13:47.000Z", "created_at": "2026-08-25T06:43:14.000Z", "downloads": 5269992, "likes": 2660, "sha": "eb9eb208eb0d988989d07a6a12d0fdeb5f52574a", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "glm5_next", "image-text-to-text", "conversational", "en", "zh", "arxiv:2602.15763", "license:mit", "eval-results", "endpoints_compatible", "fp8", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/zai-org-glm-5-3-flash/", "history_url": "https://openmodelweights.com/models/zai-org-glm-5-3-flash/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/zai-org-glm-5-3-flash.json" }, { "id": "argmaxinc-whisperkit-coreml", "name": "whisperkit-coreml", "developer": "argmaxinc", "family": "whisperkit-coreml", "variant": "whisperkit-coreml", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Audio → text", "tags": [ "whisperkit", "coreml", "whisper", "asr", "quantized", "automatic-speech-recognition", "license:mit", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch", "CoreML" ], "repository": "https://huggingface.co/argmaxinc/whisperkit-coreml", "lineage": { "family": "whisperkit-coreml", "variant": "whisperkit-coreml", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "whisperkit", "pipeline_tag": "automatic-speech-recognition", "declared": [ "whisperkit" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-19T16:57:48.000Z", "created_at": "2024-02-28T08:05:21.000Z", "downloads": 10832380, "likes": 234, "sha": "0f63a7800b00dd0226abd051b906c246e1907482", "library_name": "whisperkit", "pipeline_tag": "automatic-speech-recognition", "tags": [ "whisperkit", "coreml", "whisper", "asr", "quantized", "automatic-speech-recognition", "license:mit", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/argmaxinc-whisperkit-coreml/", "history_url": "https://openmodelweights.com/models/argmaxinc-whisperkit-coreml/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/argmaxinc-whisperkit-coreml.json" }, { "id": "qwen-qwen3-5-4b", "name": "Qwen3.5-4B", "developer": "Qwen", "family": "Qwen3.5", "variant": "Qwen3.5-4B", "model": { "parameters": "4.65987B", "total_parameters_billions": 4.659865088, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "qwen3_5", "image-text-to-text", "conversational", "base_model:Qwen/Qwen3.5-4B-Base", "base_model:finetune:Qwen/Qwen3.5-4B-Base", "license:apache-2.0", "eval-results", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3.5-4B/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3.5-4B/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3.5-4B/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 9.32, "fp8_int8": 4.66, "int4": 2.33 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3.5-4B", "lineage": { "family": "Qwen3.5", "variant": "Qwen3.5-4B", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3.5-4B-Base" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-03-02T00:52:52.000Z", "created_at": "2026-02-27T14:45:03.000Z", "downloads": 7597388, "likes": 995, "sha": "851bf6e806efd8d0a36b00ddf55e13ccb7b8cd0a", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen3_5", "image-text-to-text", "conversational", "base_model:Qwen/Qwen3.5-4B-Base", "base_model:finetune:Qwen/Qwen3.5-4B-Base", "license:apache-2.0", "eval-results", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen3-5-4b/", "history_url": "https://openmodelweights.com/models/qwen-qwen3-5-4b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen3-5-4b.json" }, { "id": "baai-bge-base-en-v1-5", "name": "bge-base-en-v1.5", "developer": "BAAI", "family": "bge-base-en-v1.5", "variant": "bge-base-en-v1.5", "model": { "parameters": "0.109483B", "total_parameters_billions": 0.109482752, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Embeddings / features", "tags": [ "sentence-transformers", "pytorch", "onnx", "safetensors", "bert", "feature-extraction", "sentence-similarity", "transformers", "mteb", "en", "arxiv:2401.03462", "arxiv:2312.15503", "arxiv:2311.13534", "arxiv:2310.07554", "arxiv:2309.07597", "license:mit", "model-index", "text-embeddings-inference", "endpoints_compatible", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.22, "fp8_int8": 0.11, "int4": 0.05 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/BAAI/bge-base-en-v1.5", "lineage": { "family": "bge-base-en-v1.5", "variant": "bge-base-en-v1.5", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "feature-extraction", "declared": [ "ONNX Runtime", "Transformers", "sentence-transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-02-21T03:00:19.000Z", "created_at": "2023-09-11T15:04:22.000Z", "downloads": 10227114, "likes": 504, "sha": "a5beb1e3e68b9ab74eb54cfd186867f64f240e1a", "library_name": "sentence-transformers", "pipeline_tag": "feature-extraction", "tags": [ "sentence-transformers", "pytorch", "onnx", "safetensors", "bert", "feature-extraction", "sentence-similarity", "transformers", "mteb", "en", "arxiv:2401.03462", "arxiv:2312.15503", "arxiv:2311.13534", "arxiv:2310.07554", "arxiv:2309.07597", "license:mit", "model-index", "text-embeddings-inference", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/baai-bge-base-en-v1-5/", "history_url": "https://openmodelweights.com/models/baai-bge-base-en-v1-5/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/baai-bge-base-en-v1-5.json" }, { "id": "deepseek-ai-deepseek-v4-flash-0731", "name": "DeepSeek-V4-Flash-0731", "developer": "DeepSeek", "family": "DeepSeek-V4-Flash-0731", "variant": "DeepSeek-V4-Flash-0731", "model": { "parameters": "304.18B", "total_parameters_billions": 304.180418494, "context": { "value": 1048576, "display": "1,048,576 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "deepseek_v4", "text-generation", "arxiv:2606.19348", "license:mit", "eval-results", "endpoints_compatible", "8-bit", "fp8", "deploy:azure", "region:us", "deploy:sagemaker" ] }, "license": { "id": "mit", "name": "MIT", "url": "https://huggingface.co/deepseek-ai/DeepSeek-V4-Flash-0731/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": "https://huggingface.co/deepseek-ai/DeepSeek-V4-Flash-0731/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/deepseek-ai/DeepSeek-V4-Flash-0731/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 608.36, "fp8_int8": 304.18, "int4": 152.09 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/deepseek-ai/DeepSeek-V4-Flash-0731", "lineage": { "family": "DeepSeek-V4-Flash-0731", "variant": "DeepSeek-V4-Flash-0731", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-01T03:07:41.000Z", "created_at": "2026-07-31T07:30:24.000Z", "downloads": 4494615, "likes": 4012, "sha": "7872f01b1d1fe23eabc4c98b48bffcef5a386062", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "deepseek_v4", "text-generation", "arxiv:2606.19348", "license:mit", "eval-results", "endpoints_compatible", "8-bit", "fp8", "deploy:azure", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/deepseek-ai-deepseek-v4-flash-0731/", "history_url": "https://openmodelweights.com/models/deepseek-ai-deepseek-v4-flash-0731/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/deepseek-ai-deepseek-v4-flash-0731.json" }, { "id": "sentence-transformers-paraphrase-multilingual-mpnet-base-v2", "name": "paraphrase-multilingual-mpnet-base-v2", "developer": "Sentence Transformers", "family": "paraphrase-multilingual-mpnet-base-v2", "variant": "paraphrase-multilingual-mpnet-base-v2", "model": { "parameters": "0.278044B", "total_parameters_billions": 0.278044162, "context": { "value": 514, "display": "514 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text embeddings", "tags": [ "sentence-transformers", "pytorch", "tf", "onnx", "safetensors", "openvino", "xlm-roberta", "feature-extraction", "sentence-similarity", "transformers", "text-embeddings-inference", "multilingual", "ar", "bg", "ca", "cs", "da", "de", "el", "en" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.56, "fp8_int8": 0.28, "int4": 0.14 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/sentence-transformers/paraphrase-multilingual-mpnet-base-v2", "lineage": { "family": "paraphrase-multilingual-mpnet-base-v2", "variant": "paraphrase-multilingual-mpnet-base-v2", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "sentence-similarity", "declared": [ "ONNX Runtime", "Transformers", "sentence-transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-08-19T10:29:38.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 9888668, "likes": 525, "sha": "4328cf26390c98c5e3c738b4460a05b95f4911f5", "library_name": "sentence-transformers", "pipeline_tag": "sentence-similarity", "tags": [ "sentence-transformers", "pytorch", "tf", "onnx", "safetensors", "openvino", "xlm-roberta", "feature-extraction", "sentence-similarity", "transformers", "text-embeddings-inference", "multilingual", "ar", "bg", "ca", "cs", "da", "de", "el", "en", "es", "et", "fa", "fi", "fr", "gl", "gu", "he", "hi", "hr", "hu", "hy", "id", "it", "ja", "ka", "ko", "ku", "lt", "lv", "mk", "mn", "mr", "ms", "my", "nb", "nl", "pl", "pt", "ro", "ru", "sk", "sl", "sq", "sr", "sv", "th", "tr", "uk", "ur", "vi", "arxiv:1908.10084", "license:apache-2.0", "eval-results", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/sentence-transformers-paraphrase-multilingual-mpnet-base-v2/", "history_url": "https://openmodelweights.com/models/sentence-transformers-paraphrase-multilingual-mpnet-base-v2/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/sentence-transformers-paraphrase-multilingual-mpnet-base-v2.json" }, { "id": "jonatasgrosman-wav2vec2-large-xlsr-53-japanese", "name": "wav2vec2-large-xlsr-53-japanese", "developer": "jonatasgrosman", "family": "wav2vec2-large-xlsr-53-japanese", "variant": "wav2vec2-large-xlsr-53-japanese", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Audio → text", "tags": [ "transformers", "pytorch", "jax", "wav2vec2", "automatic-speech-recognition", "audio", "speech", "xlsr-fine-tuning-week", "ja", "dataset:common_voice", "doi:10.57967/hf/3568", "license:apache-2.0", "model-index", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/jonatasgrosman/wav2vec2-large-xlsr-53-japanese", "lineage": { "family": "wav2vec2-large-xlsr-53-japanese", "variant": "wav2vec2-large-xlsr-53-japanese", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "automatic-speech-recognition", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2022-12-14T01:58:09.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 16382951, "likes": 88, "sha": "cf031e020336460d15a417eba710bbc5bb43be9a", "library_name": "transformers", "pipeline_tag": "automatic-speech-recognition", "tags": [ "transformers", "pytorch", "jax", "wav2vec2", "automatic-speech-recognition", "audio", "speech", "xlsr-fine-tuning-week", "ja", "dataset:common_voice", "doi:10.57967/hf/3568", "license:apache-2.0", "model-index", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/jonatasgrosman-wav2vec2-large-xlsr-53-japanese/", "history_url": "https://openmodelweights.com/models/jonatasgrosman-wav2vec2-large-xlsr-53-japanese/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/jonatasgrosman-wav2vec2-large-xlsr-53-japanese.json" }, { "id": "stabilityai-stable-diffusion-xl-base-1-0", "name": "stable-diffusion-xl-base-1.0", "developer": "Stability AI", "family": "stable-diffusion-xl-base-1.0", "variant": "stable-diffusion-xl-base-1.0", "model": { "parameters": "2.56746B", "total_parameters_billions": 2.567463684, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text → image", "tags": [ "diffusers", "onnx", "safetensors", "text-to-image", "stable-diffusion", "arxiv:2307.01952", "arxiv:2211.01324", "arxiv:2108.01073", "arxiv:2112.10752", "license:openrail++", "endpoints_compatible", "diffusers:StableDiffusionXLPipeline", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "license": { "id": "openrail++", "name": "openrail++", "url": "https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/blob/main/LICENSE.md", "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": "https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/blob/main/LICENSE.md" }, "repository_license_files": [ "LICENSE.md" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/blob/main/LICENSE.md" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 5.13, "fp8_int8": 2.57, "int4": 1.28 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0", "lineage": { "family": "stable-diffusion-xl-base-1.0", "variant": "stable-diffusion-xl-base-1.0", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Diffusers", "pipeline_tag": "text-to-image", "declared": [ "Diffusers", "ONNX Runtime" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-10-30T16:03:47.000Z", "created_at": "2023-07-25T13:25:51.000Z", "downloads": 4193087, "likes": 8265, "sha": "462165984030d82259a11f4367a4eed129e94a7b", "library_name": "diffusers", "pipeline_tag": "text-to-image", "tags": [ "diffusers", "onnx", "safetensors", "text-to-image", "stable-diffusion", "arxiv:2307.01952", "arxiv:2211.01324", "arxiv:2108.01073", "arxiv:2112.10752", "license:openrail++", "endpoints_compatible", "diffusers:StableDiffusionXLPipeline", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/stabilityai-stable-diffusion-xl-base-1-0/", "history_url": "https://openmodelweights.com/models/stabilityai-stable-diffusion-xl-base-1-0/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/stabilityai-stable-diffusion-xl-base-1-0.json" }, { "id": "comfy-org-wan-2-2-comfyui-repackaged", "name": "Wan_2.2_ComfyUI_Repackaged", "developer": "Comfy-Org", "family": "Wan_2.2_ComfyUI_Repackaged", "variant": "Wan_2.2_ComfyUI_Repackaged", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image To Video", "tags": [ "diffusion-single-file", "comfyui", "image-to-video", "base_model:Wan-AI/Wan2.2-Animate-14B", "base_model:finetune:Wan-AI/Wan2.2-Animate-14B", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Comfy-Org/Wan_2.2_ComfyUI_Repackaged", "lineage": { "family": "Wan_2.2_ComfyUI_Repackaged", "variant": "Wan_2.2_ComfyUI_Repackaged", "base_model": { "status": "declared", "models": [ "nvidia/ChronoEdit-14B-Diffusers", "Wan-AI/Wan2.2-Animate-14B", "alibaba-pai/Wan2.2-Fun-A14B-Control-Camera", "alibaba-pai/Wan2.2-Fun-A14B-Control", "alibaba-pai/Wan2.2-Fun-5B-Control", "alibaba-pai/Wan2.2-Fun-5B-InP", "alibaba-pai/Wan2.2-Fun-A14B-InP", "alibaba-pai/Wan2.2-VACE-Fun-A14B", "Wan-AI/Wan2.2-I2V-A14B", "Wan-AI/Wan2.2-S2V-14B", "Wan-AI/Wan2.2-T2V-A14B", "Wan-AI/Wan2.2-TI2V-5B", "lightx2v/Wan2.2-Distill-Loras" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "diffusion-single-file", "pipeline_tag": "image-to-video", "declared": [ "diffusion-single-file" ], "mentioned_in_model_card": [ "Diffusers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-23T06:01:28.000Z", "created_at": "2025-07-27T06:56:12.000Z", "downloads": 6324789, "likes": 905, "sha": "ee6f4a40737a995bf5818954cfce6d59443b0f04", "library_name": "diffusion-single-file", "pipeline_tag": "image-to-video", "tags": [ "diffusion-single-file", "comfyui", "image-to-video", "base_model:Wan-AI/Wan2.2-Animate-14B", "base_model:finetune:Wan-AI/Wan2.2-Animate-14B", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/comfy-org-wan-2-2-comfyui-repackaged/", "history_url": "https://openmodelweights.com/models/comfy-org-wan-2-2-comfyui-repackaged/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/comfy-org-wan-2-2-comfyui-repackaged.json" }, { "id": "qwen-qwen2-5-0-5b-instruct", "name": "Qwen2.5-0.5B-Instruct", "developer": "Qwen", "family": "Qwen2.5", "variant": "Qwen2.5-0.5B-Instruct", "model": { "parameters": "0.494033B", "total_parameters_billions": 0.494032768, "context": { "value": 32768, "display": "32,768 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "qwen2", "text-generation", "chat", "conversational", "en", "arxiv:2407.10671", "base_model:Qwen/Qwen2.5-0.5B", "base_model:finetune:Qwen/Qwen2.5-0.5B", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen2.5-0.5B-Instruct/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen2.5-0.5B-Instruct/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen2.5-0.5B-Instruct/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.99, "fp8_int8": 0.49, "int4": 0.25 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen2.5-0.5B-Instruct", "lineage": { "family": "Qwen2.5", "variant": "Qwen2.5-0.5B-Instruct", "base_model": { "status": "declared", "models": [ "Qwen/Qwen2.5-0.5B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-09-25T12:32:56.000Z", "created_at": "2024-09-16T11:52:46.000Z", "downloads": 8661907, "likes": 651, "sha": "7ae557604adf67be50417f59c2c2f167def9a775", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "qwen2", "text-generation", "chat", "conversational", "en", "arxiv:2407.10671", "base_model:Qwen/Qwen2.5-0.5B", "base_model:finetune:Qwen/Qwen2.5-0.5B", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen2-5-0-5b-instruct/", "history_url": "https://openmodelweights.com/models/qwen-qwen2-5-0-5b-instruct/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen2-5-0-5b-instruct.json" }, { "id": "openai-whisper-large-v3", "name": "whisper-large-v3", "developer": "OpenAI", "family": "whisper-large-v3", "variant": "whisper-large-v3", "model": { "parameters": "1.54349B", "total_parameters_billions": 1.54349056, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Audio → text", "tags": [ "transformers", "pytorch", "jax", "safetensors", "whisper", "automatic-speech-recognition", "audio", "hf-asr-leaderboard", "en", "zh", "de", "es", "ru", "ko", "fr", "ja", "pt", "tr", "pl", "ca" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 3.09, "fp8_int8": 1.54, "int4": 0.77 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/openai/whisper-large-v3", "lineage": { "family": "whisper-large-v3", "variant": "whisper-large-v3", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "automatic-speech-recognition", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-08-12T10:20:10.000Z", "created_at": "2023-11-07T18:41:14.000Z", "downloads": 4213626, "likes": 6533, "sha": "06f233fe06e710322aca913c1bc4249a0d71fce1", "library_name": "transformers", "pipeline_tag": "automatic-speech-recognition", "tags": [ "transformers", "pytorch", "jax", "safetensors", "whisper", "automatic-speech-recognition", "audio", "hf-asr-leaderboard", "en", "zh", "de", "es", "ru", "ko", "fr", "ja", "pt", "tr", "pl", "ca", "nl", "ar", "sv", "it", "id", "hi", "fi", "vi", "he", "uk", "el", "ms", "cs", "ro", "da", "hu", "ta", "no", "th", "ur", "hr", "bg", "lt", "la", "mi", "ml", "cy", "sk", "te", "fa", "lv", "bn", "sr", "az", "sl", "kn", "et", "mk", "br", "eu", "is", "hy", "ne", "mn", "bs", "kk", "sq", "sw", "gl", "mr", "pa", "si", "km", "sn", "yo", "so", "af", "oc", "ka", "be", "tg", "sd", "gu", "am", "yi", "lo", "uz", "fo", "ht", "ps", "tk", "nn", "mt", "sa", "lb", "my", "bo", "tl", "mg", "as", "tt", "haw", "ln", "ha", "ba", "jw", "su", "arxiv:2212.04356", "license:apache-2.0", "eval-results", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/openai-whisper-large-v3/", "history_url": "https://openmodelweights.com/models/openai-whisper-large-v3/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/openai-whisper-large-v3.json" }, { "id": "minimaxai-minimax-h3", "name": "MiniMax-H3", "developer": "MiniMax", "family": "MiniMax-H3", "variant": "MiniMax-H3", "model": { "parameters": "33.123B", "total_parameters_billions": 33.122992896, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image Text To Video", "tags": [ "minimax-h3", "diffusers", "safetensors", "text-to-video", "image-to-video", "image-text-to-video", "video-to-video", "text-to-audio-video", "image-to-audio-video", "image-text-to-audio-video", "video-to-audio-video", "audio-to-audio-video", "audio-video-generation", "multimodal", "synchronized-audio-video", "reference-to-audio-video", "license:other", "region:us" ] }, "license": { "id": "other", "name": "minimax-h3-community-license-agreement", "url": "https://huggingface.co/MiniMaxAI/MiniMax-H3/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": "https://huggingface.co/MiniMaxAI/MiniMax-H3/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/MiniMaxAI/MiniMax-H3/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 66.25, "fp8_int8": 33.12, "int4": 16.56 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/MiniMaxAI/MiniMax-H3", "lineage": { "family": "MiniMax-H3", "variant": "MiniMax-H3", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "minimax-h3", "pipeline_tag": "image-text-to-video", "declared": [ "Diffusers", "minimax-h3" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-13T01:46:29.000Z", "created_at": "2026-07-28T10:45:18.000Z", "downloads": 3567030, "likes": 5830, "sha": "42ed227ee7df40d41602854ae760620d6eb651fe", "library_name": "minimax-h3", "pipeline_tag": "image-text-to-video", "tags": [ "minimax-h3", "diffusers", "safetensors", "text-to-video", "image-to-video", "image-text-to-video", "video-to-video", "text-to-audio-video", "image-to-audio-video", "image-text-to-audio-video", "video-to-audio-video", "audio-to-audio-video", "audio-video-generation", "multimodal", "synchronized-audio-video", "reference-to-audio-video", "license:other", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "recipe-or-training-files-present", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/minimaxai-minimax-h3/", "history_url": "https://openmodelweights.com/models/minimaxai-minimax-h3/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/minimaxai-minimax-h3.json" }, { "id": "pyannote-speaker-diarization-community-1", "name": "speaker-diarization-community-1", "developer": "pyannote", "family": "speaker-diarization-community-1", "variant": "speaker-diarization-community-1", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Audio → text", "tags": [ "pyannote-audio", "pyannote", "pyannote-audio-pipeline", "audio", "voice", "speech", "speaker", "speaker-diarization", "speaker-change-detection", "voice-activity-detection", "overlapped-speech-detection", "automatic-speech-recognition", "arxiv:2104.03603", "arxiv:2111.14448", "arxiv:2012.01477", "arxiv:2110.07058", "license:cc-by-4.0", "region:us" ] }, "license": { "id": "cc-by-4.0", "name": "CC BY 4.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed with attribution under CC BY 4.0", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/pyannote/speaker-diarization-community-1", "lineage": { "family": "speaker-diarization-community-1", "variant": "speaker-diarization-community-1", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "pyannote-audio", "pipeline_tag": "automatic-speech-recognition", "declared": [ "pyannote-audio" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-09-29T08:43:24.000Z", "created_at": "2025-04-15T21:31:35.000Z", "downloads": 5532710, "likes": 2406, "sha": "3533c8cf8e369892e6b79ff1bf80f7b0286a54ee", "library_name": "pyannote-audio", "pipeline_tag": "automatic-speech-recognition", "tags": [ "pyannote-audio", "pyannote", "pyannote-audio-pipeline", "audio", "voice", "speech", "speaker", "speaker-diarization", "speaker-change-detection", "voice-activity-detection", "overlapped-speech-detection", "automatic-speech-recognition", "arxiv:2104.03603", "arxiv:2111.14448", "arxiv:2012.01477", "arxiv:2110.07058", "license:cc-by-4.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/pyannote-speaker-diarization-community-1/", "history_url": "https://openmodelweights.com/models/pyannote-speaker-diarization-community-1/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/pyannote-speaker-diarization-community-1.json" }, { "id": "qwen-qwen2-5-1-5b-instruct", "name": "Qwen2.5-1.5B-Instruct", "developer": "Qwen", "family": "Qwen2.5", "variant": "Qwen2.5-1.5B-Instruct", "model": { "parameters": "1.54371B", "total_parameters_billions": 1.543714304, "context": { "value": 32768, "display": "32,768 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "qwen2", "text-generation", "chat", "conversational", "en", "arxiv:2407.10671", "base_model:Qwen/Qwen2.5-1.5B", "base_model:finetune:Qwen/Qwen2.5-1.5B", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen2.5-1.5B-Instruct/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen2.5-1.5B-Instruct/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen2.5-1.5B-Instruct/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 3.09, "fp8_int8": 1.54, "int4": 0.77 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen2.5-1.5B-Instruct", "lineage": { "family": "Qwen2.5", "variant": "Qwen2.5-1.5B-Instruct", "base_model": { "status": "declared", "models": [ "Qwen/Qwen2.5-1.5B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-09-25T12:32:50.000Z", "created_at": "2024-09-17T14:10:29.000Z", "downloads": 7509634, "likes": 862, "sha": "989aa7980e4cf806f80c7fef2b1adb7bc71aa306", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "qwen2", "text-generation", "chat", "conversational", "en", "arxiv:2407.10671", "base_model:Qwen/Qwen2.5-1.5B", "base_model:finetune:Qwen/Qwen2.5-1.5B", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen2-5-1-5b-instruct/", "history_url": "https://openmodelweights.com/models/qwen-qwen2-5-1-5b-instruct/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen2-5-1-5b-instruct.json" }, { "id": "qwen-qwen2-5-vl-7b-instruct", "name": "Qwen2.5-VL-7B-Instruct", "developer": "Qwen", "family": "Qwen2.5-VL", "variant": "Qwen2.5-VL-7B-Instruct", "model": { "parameters": "8.29217B", "total_parameters_billions": 8.292166656, "context": { "value": 128000, "display": "128,000 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "qwen2_5_vl", "image-text-to-text", "multimodal", "conversational", "en", "arxiv:2309.00071", "arxiv:2409.12191", "arxiv:2308.12966", "license:apache-2.0", "eval-results", "text-generation-inference", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 16.58, "fp8_int8": 8.29, "int4": 4.15 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen2.5-VL-7B-Instruct", "lineage": { "family": "Qwen2.5-VL", "variant": "Qwen2.5-VL-7B-Instruct", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-04-06T16:23:01.000Z", "created_at": "2025-01-26T09:26:37.000Z", "downloads": 5999077, "likes": 1729, "sha": "cc594898137f460bfe9f0759e9844b3ce807cfb5", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen2_5_vl", "image-text-to-text", "multimodal", "conversational", "en", "arxiv:2309.00071", "arxiv:2409.12191", "arxiv:2308.12966", "license:apache-2.0", "eval-results", "text-generation-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen2-5-vl-7b-instruct/", "history_url": "https://openmodelweights.com/models/qwen-qwen2-5-vl-7b-instruct/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen2-5-vl-7b-instruct.json" }, { "id": "facebookai-roberta-base", "name": "roberta-base", "developer": "FacebookAI", "family": "roberta", "variant": "roberta-base", "model": { "parameters": "0.124698B", "total_parameters_billions": 0.124697947, "context": { "value": 514, "display": "514 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "pytorch", "tf", "jax", "rust", "safetensors", "roberta", "fill-mask", "exbert", "en", "dataset:bookcorpus", "dataset:wikipedia", "arxiv:1907.11692", "arxiv:1806.02847", "license:mit", "endpoints_compatible", "region:us", "deploy:sagemaker", "deploy:azure" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.25, "fp8_int8": 0.12, "int4": 0.06 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/FacebookAI/roberta-base", "lineage": { "family": "roberta", "variant": "roberta-base", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "fill-mask", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-02-19T12:39:28.000Z", "created_at": "2022-03-02T23:29:04.000Z", "downloads": 7914910, "likes": 667, "sha": "e2da8e2f811d1448a5b465c236feacd80ffbac7b", "library_name": "transformers", "pipeline_tag": "fill-mask", "tags": [ "transformers", "pytorch", "tf", "jax", "rust", "safetensors", "roberta", "fill-mask", "exbert", "en", "dataset:bookcorpus", "dataset:wikipedia", "arxiv:1907.11692", "arxiv:1806.02847", "license:mit", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/facebookai-roberta-base/", "history_url": "https://openmodelweights.com/models/facebookai-roberta-base/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/facebookai-roberta-base.json" }, { "id": "comfy-org-qwen-image-2-1", "name": "Qwen-Image-2.1", "developer": "Comfy-Org", "family": "Qwen-Image-2.1", "variant": "Qwen-Image-2.1", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "diffusion-single-file", "comfyui", "base_model:Qwen/Qwen-Image-2.1", "base_model:finetune:Qwen/Qwen-Image-2.1", "license:other", "region:us" ] }, "license": { "id": "other", "name": "Qwen Research License", "url": "https://huggingface.co/Qwen/Qwen-Image-2.1/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "separate-license-required", "label": "Commercial use requires a separate Qwen license", "basis": "https://huggingface.co/Qwen/Qwen-Image-2.1/blob/main/LICENSE" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen-Image-2.1/blob/main/LICENSE" } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Comfy-Org/Qwen-Image-2.1", "lineage": { "family": "Qwen-Image-2.1", "variant": "Qwen-Image-2.1", "base_model": { "status": "declared", "models": [ "Qwen/Qwen-Image-2.1" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "diffusion-single-file", "pipeline_tag": null, "declared": [ "diffusion-single-file" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-29T16:14:55.000Z", "created_at": "2026-09-15T19:41:09.000Z", "downloads": 5674460, "likes": 898, "sha": "cb504a4090723e43f17ad01cec0359490e2de613", "library_name": "diffusion-single-file", "pipeline_tag": null, "tags": [ "diffusion-single-file", "comfyui", "base_model:Qwen/Qwen-Image-2.1", "base_model:finetune:Qwen/Qwen-Image-2.1", "license:other", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/comfy-org-qwen-image-2-1/", "history_url": "https://openmodelweights.com/models/comfy-org-qwen-image-2-1/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/comfy-org-qwen-image-2-1.json" }, { "id": "nvidia-qwen3-6-35b-a3b-nvfp4", "name": "Qwen3.6-35B-A3B-NVFP4", "developer": "NVIDIA", "family": "Qwen3.6", "variant": "Qwen3.6-35B-A3B-NVFP4", "model": { "parameters": "18.6839B", "total_parameters_billions": 18.683860336, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Text", "tags": [ "Model Optimizer", "safetensors", "qwen3_5_moe", "nvidia", "ModelOpt", "Qwen3.6", "quantized", "FP4", "fp4", "text-generation", "conversational", "base_model:Qwen/Qwen3.6-35B-A3B", "base_model:quantized:Qwen/Qwen3.6-35B-A3B", "license:apache-2.0", "8-bit", "modelopt", "deploy:azure", "deploy:sagemaker", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 37.37, "fp8_int8": 18.68, "int4": 9.34 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/nvidia/Qwen3.6-35B-A3B-NVFP4", "lineage": { "family": "Qwen3.6", "variant": "Qwen3.6-35B-A3B-NVFP4", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3.6-35B-A3B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Model Optimizer", "pipeline_tag": "text-generation", "declared": [ "Model Optimizer" ], "mentioned_in_model_card": [ "Transformers", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-29T02:26:14.000Z", "created_at": "2026-05-27T18:09:46.000Z", "downloads": 6335838, "likes": 639, "sha": "1355db6a052410cfd62085d94b58866fd0f2c3c5", "library_name": "Model Optimizer", "pipeline_tag": "text-generation", "tags": [ "Model Optimizer", "safetensors", "qwen3_5_moe", "nvidia", "ModelOpt", "Qwen3.6", "quantized", "FP4", "fp4", "text-generation", "conversational", "base_model:Qwen/Qwen3.6-35B-A3B", "base_model:quantized:Qwen/Qwen3.6-35B-A3B", "license:apache-2.0", "8-bit", "modelopt", "deploy:azure", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/nvidia-qwen3-6-35b-a3b-nvfp4/", "history_url": "https://openmodelweights.com/models/nvidia-qwen3-6-35b-a3b-nvfp4/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/nvidia-qwen3-6-35b-a3b-nvfp4.json" }, { "id": "pyannote-segmentation-3-0", "name": "segmentation-3.0", "developer": "pyannote", "family": "segmentation-3.0", "variant": "segmentation-3.0", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Voice Activity Detection", "tags": [ "pyannote-audio", "pytorch", "pyannote", "pyannote-audio-model", "audio", "voice", "speech", "speaker", "speaker-diarization", "speaker-change-detection", "speaker-segmentation", "voice-activity-detection", "overlapped-speech-detection", "resegmentation", "license:mit", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": "https://huggingface.co/pyannote/segmentation-3.0/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": "https://huggingface.co/pyannote/segmentation-3.0/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/pyannote/segmentation-3.0/blob/main/LICENSE" } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/pyannote/segmentation-3.0", "lineage": { "family": "segmentation-3.0", "variant": "segmentation-3.0", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "pyannote-audio", "pipeline_tag": "voice-activity-detection", "declared": [ "pyannote-audio" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-05-10T19:35:46.000Z", "created_at": "2023-09-22T12:03:10.000Z", "downloads": 5423834, "likes": 2059, "sha": "e66f3d3b9eb0873085418a7b813d3b369bf160bb", "library_name": "pyannote-audio", "pipeline_tag": "voice-activity-detection", "tags": [ "pyannote-audio", "pytorch", "pyannote", "pyannote-audio-model", "audio", "voice", "speech", "speaker", "speaker-diarization", "speaker-change-detection", "speaker-segmentation", "voice-activity-detection", "overlapped-speech-detection", "resegmentation", "license:mit", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/pyannote-segmentation-3-0/", "history_url": "https://openmodelweights.com/models/pyannote-segmentation-3-0/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/pyannote-segmentation-3-0.json" }, { "id": "qwen-qwen3-4b", "name": "Qwen3-4B", "developer": "Qwen", "family": "Qwen3", "variant": "Qwen3-4B", "model": { "parameters": "4.02247B", "total_parameters_billions": 4.022468096, "context": { "value": 40960, "display": "40,960 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "qwen3", "text-generation", "conversational", "arxiv:2309.00071", "arxiv:2505.09388", "base_model:Qwen/Qwen3-4B-Base", "base_model:finetune:Qwen/Qwen3-4B-Base", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "region:us", "deploy:sagemaker", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3-4B/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3-4B/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3-4B/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 8.04, "fp8_int8": 4.02, "int4": 2.01 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3-4B", "lineage": { "family": "Qwen3", "variant": "Qwen3-4B", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3-4B-Base" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "MLX", "Ollama", "SGLang", "llama.cpp", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-07-26T03:46:39.000Z", "created_at": "2025-04-27T03:41:29.000Z", "downloads": 7172295, "likes": 719, "sha": "1cfa9a7208912126459214e8b04321603b3df60c", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "qwen3", "text-generation", "conversational", "arxiv:2309.00071", "arxiv:2505.09388", "base_model:Qwen/Qwen3-4B-Base", "base_model:finetune:Qwen/Qwen3-4B-Base", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen3-4b/", "history_url": "https://openmodelweights.com/models/qwen-qwen3-4b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen3-4b.json" }, { "id": "intfloat-multilingual-e5-base", "name": "multilingual-e5-base", "developer": "intfloat", "family": "multilingual-e5", "variant": "multilingual-e5-base", "model": { "parameters": "0.278044B", "total_parameters_billions": 0.278044162, "context": { "value": 514, "display": "514 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text embeddings", "tags": [ "sentence-transformers", "pytorch", "onnx", "safetensors", "openvino", "xlm-roberta", "mteb", "Sentence Transformers", "sentence-similarity", "multilingual", "af", "am", "ar", "as", "az", "be", "bg", "bn", "br", "bs" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.56, "fp8_int8": 0.28, "int4": 0.14 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/intfloat/multilingual-e5-base", "lineage": { "family": "multilingual-e5", "variant": "multilingual-e5-base", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "sentence-similarity", "declared": [ "ONNX Runtime", "sentence-transformers" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-04-02T02:13:31.000Z", "created_at": "2023-05-19T10:26:40.000Z", "downloads": 7211261, "likes": 391, "sha": "d128750597153bb5987e10b1c3493a34e5a4502a", "library_name": "sentence-transformers", "pipeline_tag": "sentence-similarity", "tags": [ "sentence-transformers", "pytorch", "onnx", "safetensors", "openvino", "xlm-roberta", "mteb", "Sentence Transformers", "sentence-similarity", "multilingual", "af", "am", "ar", "as", "az", "be", "bg", "bn", "br", "bs", "ca", "cs", "cy", "da", "de", "el", "en", "eo", "es", "et", "eu", "fa", "fi", "fr", "fy", "ga", "gd", "gl", "gu", "ha", "he", "hi", "hr", "hu", "hy", "id", "is", "it", "ja", "jv", "ka", "kk", "km", "kn", "ko", "ku", "ky", "la", "lo", "lt", "lv", "mg", "mk", "ml", "mn", "mr", "ms", "my", "ne", "nl", "no", "om", "or", "pa", "pl", "ps", "pt", "ro", "ru", "sa", "sd", "si", "sk", "sl", "so", "sq", "sr", "su", "sv", "sw", "ta", "te", "th", "tl", "tr", "ug", "uk", "ur", "uz", "vi", "xh", "yi", "zh", "arxiv:2402.05672", "arxiv:2108.08787", "arxiv:2104.08663", "arxiv:2210.07316", "license:mit", "model-index", "eval-results", "text-embeddings-inference", "endpoints_compatible", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/intfloat-multilingual-e5-base/", "history_url": "https://openmodelweights.com/models/intfloat-multilingual-e5-base/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/intfloat-multilingual-e5-base.json" }, { "id": "google-gemma-4-e4b-it", "name": "gemma-4-E4B-it", "developer": "Google", "family": "gemma-4-E4B", "variant": "gemma-4-E4B-it", "model": { "parameters": "7.99616B", "total_parameters_billions": 7.99615649, "context": { "value": 131072, "display": "131,072 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Any To Any", "tags": [ "transformers", "safetensors", "gemma4", "image-text-to-text", "any-to-any", "arxiv:2607.02770", "base_model:google/gemma-4-E4B", "base_model:finetune:google/gemma-4-E4B", "license:apache-2.0", "eval-results", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://ai.google.dev/gemma/docs/gemma_4_license", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://ai.google.dev/gemma/docs/gemma_4_license" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://ai.google.dev/gemma/docs/gemma_4_license" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 15.99, "fp8_int8": 8.0, "int4": 4.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/google/gemma-4-E4B-it", "lineage": { "family": "gemma-4-E4B", "variant": "gemma-4-E4B-it", "base_model": { "status": "declared", "models": [ "google/gemma-4-E4B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "any-to-any", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "llama.cpp" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-07-20T16:42:03.000Z", "created_at": "2026-03-02T19:57:40.000Z", "downloads": 4379598, "likes": 1635, "sha": "ee0ef6023621cff504d758262d4e04895a5af4a2", "library_name": "transformers", "pipeline_tag": "any-to-any", "tags": [ "transformers", "safetensors", "gemma4", "image-text-to-text", "any-to-any", "arxiv:2607.02770", "base_model:google/gemma-4-E4B", "base_model:finetune:google/gemma-4-E4B", "license:apache-2.0", "eval-results", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/google-gemma-4-e4b-it/", "history_url": "https://openmodelweights.com/models/google-gemma-4-e4b-it/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/google-gemma-4-e4b-it.json" }, { "id": "trl-internal-testing-tiny-qwen2forcausallm-2-5", "name": "tiny-Qwen2ForCausalLM-2.5", "developer": "trl-internal-testing", "family": "tiny-Qwen2ForCausalLM-2.5", "variant": "tiny-Qwen2ForCausalLM-2.5", "model": { "parameters": "0.00243502B", "total_parameters_billions": 0.002435016, "context": { "value": 32768, "display": "32,768 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "qwen2", "text-generation", "trl", "conversational", "text-generation-inference", "endpoints_compatible", "region:us" ] }, "license": { "id": null, "name": "Not declared in model-card metadata", "url": null, "status": "not-disclosed", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.0, "fp8_int8": 0.0, "int4": 0.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/trl-internal-testing/tiny-Qwen2ForCausalLM-2.5", "lineage": { "family": "tiny-Qwen2ForCausalLM-2.5", "variant": "tiny-Qwen2ForCausalLM-2.5", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-08T04:47:15.000Z", "created_at": "2024-11-25T15:06:15.000Z", "downloads": 10609328, "likes": 56, "sha": "ce8d0bf270b28c8fab026ced69fe8aa14b0f0eda", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "qwen2", "text-generation", "trl", "conversational", "text-generation-inference", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "not-disclosed", "commercial_use": "unknown", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/trl-internal-testing-tiny-qwen2forcausallm-2-5/", "history_url": "https://openmodelweights.com/models/trl-internal-testing-tiny-qwen2forcausallm-2-5/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/trl-internal-testing-tiny-qwen2forcausallm-2-5.json" }, { "id": "qwen-qwen3-6-35b-a3b", "name": "Qwen3.6-35B-A3B", "developer": "Qwen", "family": "Qwen3.6", "variant": "Qwen3.6-35B-A3B", "model": { "parameters": "35.9518B", "total_parameters_billions": 35.951822704, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "qwen3_5_moe", "image-text-to-text", "conversational", "license:apache-2.0", "eval-results", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3.6-35B-A3B/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3.6-35B-A3B/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3.6-35B-A3B/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 71.9, "fp8_int8": 35.95, "int4": 17.98 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3.6-35B-A3B", "lineage": { "family": "Qwen3.6", "variant": "Qwen3.6-35B-A3B", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-04-24T02:53:42.000Z", "created_at": "2026-04-15T05:59:19.000Z", "downloads": 3243011, "likes": 2906, "sha": "995ad96eacd98c81ed38be0c5b274b04031597b0", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen3_5_moe", "image-text-to-text", "conversational", "license:apache-2.0", "eval-results", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen3-6-35b-a3b/", "history_url": "https://openmodelweights.com/models/qwen-qwen3-6-35b-a3b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen3-6-35b-a3b.json" }, { "id": "facebook-opt-125m", "name": "opt-125m", "developer": "Meta", "family": "opt", "variant": "opt-125m", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 2048, "display": "2,048 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "pytorch", "tf", "jax", "opt", "text-generation", "en", "arxiv:2205.01068", "arxiv:2005.14165", "license:other", "text-generation-inference", "region:us", "deploy:azure" ] }, "license": { "id": "other", "name": "other", "url": "https://www.llama.com/llama3/license/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed subject to Llama community-license conditions", "basis": "https://www.llama.com/llama3/license/" }, "repository_license_files": [ "LICENSE.md" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.llama.com/llama3/license/" } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/facebook/opt-125m", "lineage": { "family": "opt", "variant": "opt-125m", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-09-15T13:10:03.000Z", "created_at": "2022-05-11T08:25:17.000Z", "downloads": 6966947, "likes": 324, "sha": "27dcfa74d334bc871f3234de431e71c6eeba5dd6", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "pytorch", "tf", "jax", "opt", "text-generation", "en", "arxiv:2205.01068", "arxiv:2005.14165", "license:other", "text-generation-inference", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/facebook-opt-125m/", "history_url": "https://openmodelweights.com/models/facebook-opt-125m/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/facebook-opt-125m.json" }, { "id": "prosusai-finbert", "name": "finbert", "developer": "ProsusAI", "family": "finbert", "variant": "finbert", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text Classification", "tags": [ "transformers", "pytorch", "tf", "jax", "bert", "text-classification", "financial-sentiment-analysis", "sentiment-analysis", "en", "arxiv:1908.10063", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": null, "name": "Not declared in model-card metadata", "url": null, "status": "not-disclosed", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/ProsusAI/finbert", "lineage": { "family": "finbert", "variant": "finbert", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-classification", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-05-23T12:43:35.000Z", "created_at": "2022-03-02T23:29:04.000Z", "downloads": 4520517, "likes": 1256, "sha": "4556d13015211d73dccd3fdd39d39232506f3e43", "library_name": "transformers", "pipeline_tag": "text-classification", "tags": [ "transformers", "pytorch", "tf", "jax", "bert", "text-classification", "financial-sentiment-analysis", "sentiment-analysis", "en", "arxiv:1908.10063", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "not-disclosed", "commercial_use": "unknown", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/prosusai-finbert/", "history_url": "https://openmodelweights.com/models/prosusai-finbert/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/prosusai-finbert.json" }, { "id": "comfy-org-stable-diffusion-v1-5-archive", "name": "stable-diffusion-v1-5-archive", "developer": "Comfy-Org", "family": "stable-diffusion-v1-5-archive", "variant": "stable-diffusion-v1-5-archive", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "diffusion-single-file", "comfyui", "en", "base_model:runwayml/stable-diffusion-v1-5", "base_model:finetune:runwayml/stable-diffusion-v1-5", "license:creativeml-openrail-m", "region:us" ] }, "license": { "id": "creativeml-openrail-m", "name": "creativeml-openrail-m", "url": null, "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Comfy-Org/stable-diffusion-v1-5-archive", "lineage": { "family": "stable-diffusion-v1-5-archive", "variant": "stable-diffusion-v1-5-archive", "base_model": { "status": "declared", "models": [ "runwayml/stable-diffusion-v1-5" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "diffusion-single-file", "pipeline_tag": null, "declared": [ "diffusion-single-file" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-17T06:14:30.000Z", "created_at": "2024-08-29T20:40:43.000Z", "downloads": 6520493, "likes": 168, "sha": "9cfd069101959ca3828bf9c04a4419870832b74f", "library_name": "diffusion-single-file", "pipeline_tag": null, "tags": [ "diffusion-single-file", "comfyui", "en", "base_model:runwayml/stable-diffusion-v1-5", "base_model:finetune:runwayml/stable-diffusion-v1-5", "license:creativeml-openrail-m", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/comfy-org-stable-diffusion-v1-5-archive/", "history_url": "https://openmodelweights.com/models/comfy-org-stable-diffusion-v1-5-archive/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/comfy-org-stable-diffusion-v1-5-archive.json" }, { "id": "laion-clap-htsat-fused", "name": "clap-htsat-fused", "developer": "laion", "family": "clap-htsat-fused", "variant": "clap-htsat-fused", "model": { "parameters": "0.153558B", "total_parameters_billions": 0.153558316, "context": { "value": 514, "display": "514 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Audio Classification", "tags": [ "transformers", "pytorch", "safetensors", "clap", "feature-extraction", "zero-shot audio classification", "zero-shot audio retrieval", "audio-classification", "en", "arxiv:2211.06687", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.31, "fp8_int8": 0.15, "int4": 0.08 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/laion/clap-htsat-fused", "lineage": { "family": "clap-htsat-fused", "variant": "clap-htsat-fused", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "audio-classification", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-01-12T00:41:49.000Z", "created_at": "2023-02-16T20:45:11.000Z", "downloads": 7648528, "likes": 150, "sha": "365dea6ef167def6676140ed93bbc43f84dabb28", "library_name": "transformers", "pipeline_tag": "audio-classification", "tags": [ "transformers", "pytorch", "safetensors", "clap", "feature-extraction", "zero-shot audio classification", "zero-shot audio retrieval", "audio-classification", "en", "arxiv:2211.06687", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/laion-clap-htsat-fused/", "history_url": "https://openmodelweights.com/models/laion-clap-htsat-fused/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/laion-clap-htsat-fused.json" }, { "id": "google-embeddinggemma-300m", "name": "embeddinggemma-300m", "developer": "Google", "family": "embeddinggemma", "variant": "embeddinggemma-300m", "model": { "parameters": "0.302863B", "total_parameters_billions": 0.302863104, "context": { "value": 2048, "display": "2,048 tokens", "status": "verified", "evidence": [ { "source": "README.md", "detail": "explicit context statement" } ] }, "modality": "Text embeddings", "tags": [ "sentence-transformers", "safetensors", "gemma3_text", "sentence-similarity", "feature-extraction", "text-embeddings-inference", "arxiv:2509.20354", "license:gemma", "eval-results", "endpoints_compatible", "region:us" ] }, "license": { "id": "gemma", "name": "gemma", "url": "https://ai.google.dev/gemma/terms", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use permitted subject to Gemma Terms", "basis": "https://ai.google.dev/gemma/terms" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://ai.google.dev/gemma/terms" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.61, "fp8_int8": 0.3, "int4": 0.15 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/google/embeddinggemma-300m", "lineage": { "family": "embeddinggemma", "variant": "embeddinggemma-300m", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "sentence-similarity", "declared": [ "sentence-transformers" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-09-25T15:11:17.000Z", "created_at": "2025-07-17T19:53:55.000Z", "downloads": 3648787, "likes": 1971, "sha": "57c266a740f537b4dc058e1b0cda161fd15afa75", "library_name": "sentence-transformers", "pipeline_tag": "sentence-similarity", "tags": [ "sentence-transformers", "safetensors", "gemma3_text", "sentence-similarity", "feature-extraction", "text-embeddings-inference", "arxiv:2509.20354", "license:gemma", "eval-results", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/google-embeddinggemma-300m/", "history_url": "https://openmodelweights.com/models/google-embeddinggemma-300m/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/google-embeddinggemma-300m.json" }, { "id": "answerdotai-modernbert-base", "name": "ModernBERT-base", "developer": "answerdotai", "family": "ModernBERT", "variant": "ModernBERT-base", "model": { "parameters": "0.149655B", "total_parameters_billions": 0.149655232, "context": { "value": 8192, "display": "8,192 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "pytorch", "onnx", "safetensors", "modernbert", "fill-mask", "masked-lm", "long-context", "en", "arxiv:2412.13663", "license:apache-2.0", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.3, "fp8_int8": 0.15, "int4": 0.07 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/answerdotai/ModernBERT-base", "lineage": { "family": "ModernBERT", "variant": "ModernBERT-base", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "fill-mask", "declared": [ "ONNX Runtime", "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-01-15T20:11:48.000Z", "created_at": "2024-12-11T11:38:06.000Z", "downloads": 4281572, "likes": 1115, "sha": "8949b909ec900327062f0ebf497f51aef5e6f0c8", "library_name": "transformers", "pipeline_tag": "fill-mask", "tags": [ "transformers", "pytorch", "onnx", "safetensors", "modernbert", "fill-mask", "masked-lm", "long-context", "en", "arxiv:2412.13663", "license:apache-2.0", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/answerdotai-modernbert-base/", "history_url": "https://openmodelweights.com/models/answerdotai-modernbert-base/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/answerdotai-modernbert-base.json" }, { "id": "facebook-contriever", "name": "contriever", "developer": "Meta", "family": "contriever", "variant": "contriever", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Not declared", "tags": [ "transformers", "pytorch", "bert", "arxiv:2112.09118", "endpoints_compatible", "region:us" ] }, "license": { "id": null, "name": "Not declared in model-card metadata", "url": "https://www.llama.com/llama3/license/", "status": "not-disclosed", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed subject to Llama community-license conditions", "basis": "https://www.llama.com/llama3/license/" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.llama.com/llama3/license/" } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/facebook/contriever", "lineage": { "family": "contriever", "variant": "contriever", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": null, "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2022-01-19T17:23:28.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 8104410, "likes": 122, "sha": "2bd46a25019aeea091fd42d1f0fd4801675cf699", "library_name": "transformers", "pipeline_tag": null, "tags": [ "transformers", "pytorch", "bert", "arxiv:2112.09118", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "not-disclosed", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/facebook-contriever/", "history_url": "https://openmodelweights.com/models/facebook-contriever/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/facebook-contriever.json" }, { "id": "comfy-org-wan-2-1-comfyui-repackaged", "name": "Wan_2.1_ComfyUI_repackaged", "developer": "Comfy-Org", "family": "Wan_2.1_ComfyUI_repackaged", "variant": "Wan_2.1_ComfyUI_repackaged", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "diffusion-single-file", "comfyui", "base_model:MAGREF-Video/MAGREF", "base_model:finetune:MAGREF-Video/MAGREF", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Comfy-Org/Wan_2.1_ComfyUI_repackaged", "lineage": { "family": "Wan_2.1_ComfyUI_repackaged", "variant": "Wan_2.1_ComfyUI_repackaged", "base_model": { "status": "declared", "models": [ "Wan-AI/Wan2.1-FLF2V-14B-720P", "alibaba-pai/Wan2.1-Fun-V1.1-1.3B-Control-Camera", "alibaba-pai/Wan2.1-Fun-V1.1-14B-Control-Camera", "alibaba-pai/Wan2.1-Fun-V1.1-1.3B-Control", "alibaba-pai/Wan2.1-Fun-V1.1-1.3B-InP", "Wan-AI/Wan2.1-I2V-14B-480P", "Wan-AI/Wan2.1-I2V-14B-720P", "MAGREF-Video/MAGREF", "Wan-AI/Wan2.1-T2V-1.3B", "Wan-AI/Wan2.1-T2V-14B", "Wan-AI/Wan2.1-VACE-1.3B", "Wan-AI/Wan2.1-VACE-14B", "htdong/Wan-Alpha", "MeiGen-AI/InfiniteTalk" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "diffusion-single-file", "pipeline_tag": null, "declared": [ "diffusion-single-file" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-23T05:56:18.000Z", "created_at": "2025-02-25T21:27:12.000Z", "downloads": 3399650, "likes": 991, "sha": "123acf1cc74bccbb9bfff8ac1ee72edc08c2341d", "library_name": "diffusion-single-file", "pipeline_tag": null, "tags": [ "diffusion-single-file", "comfyui", "base_model:MAGREF-Video/MAGREF", "base_model:finetune:MAGREF-Video/MAGREF", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/comfy-org-wan-2-1-comfyui-repackaged/", "history_url": "https://openmodelweights.com/models/comfy-org-wan-2-1-comfyui-repackaged/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/comfy-org-wan-2-1-comfyui-repackaged.json" }, { "id": "qwen-qwen3-5-2b", "name": "Qwen3.5-2B", "developer": "Qwen", "family": "Qwen3.5", "variant": "Qwen3.5-2B", "model": { "parameters": "2.27407B", "total_parameters_billions": 2.274069824, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "qwen3_5", "image-text-to-text", "conversational", "base_model:Qwen/Qwen3.5-2B-Base", "base_model:finetune:Qwen/Qwen3.5-2B-Base", "license:apache-2.0", "eval-results", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3.5-2B/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3.5-2B/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3.5-2B/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 4.55, "fp8_int8": 2.27, "int4": 1.14 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3.5-2B", "lineage": { "family": "Qwen3.5", "variant": "Qwen3.5-2B", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3.5-2B-Base" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-03-02T11:26:29.000Z", "created_at": "2026-02-28T23:56:16.000Z", "downloads": 4892933, "likes": 422, "sha": "15852e8c16360a2fea060d615a32b45270f8a8fc", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen3_5", "image-text-to-text", "conversational", "base_model:Qwen/Qwen3.5-2B-Base", "base_model:finetune:Qwen/Qwen3.5-2B-Base", "license:apache-2.0", "eval-results", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen3-5-2b/", "history_url": "https://openmodelweights.com/models/qwen-qwen3-5-2b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen3-5-2b.json" }, { "id": "deepseek-ai-deepseek-v3-2", "name": "DeepSeek-V3.2", "developer": "DeepSeek", "family": "DeepSeek-V3.2", "variant": "DeepSeek-V3.2", "model": { "parameters": "685.355B", "total_parameters_billions": 685.355329792, "context": { "value": 163840, "display": "163,840 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "deepseek_v32", "text-generation", "base_model:deepseek-ai/DeepSeek-V3.2-Exp-Base", "base_model:finetune:deepseek-ai/DeepSeek-V3.2-Exp-Base", "license:mit", "eval-results", "endpoints_compatible", "fp8", "deploy:sagemaker", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": "https://huggingface.co/deepseek-ai/DeepSeek-V3.2/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": "https://huggingface.co/deepseek-ai/DeepSeek-V3.2/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/deepseek-ai/DeepSeek-V3.2/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1370.71, "fp8_int8": 685.36, "int4": 342.68 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/deepseek-ai/DeepSeek-V3.2", "lineage": { "family": "DeepSeek-V3.2", "variant": "DeepSeek-V3.2", "base_model": { "status": "declared", "models": [ "deepseek-ai/DeepSeek-V3.2-Exp-Base" ], "relation": "finetune", "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-12-01T11:04:59.000Z", "created_at": "2025-12-01T02:34:49.000Z", "downloads": 3506668, "likes": 1501, "sha": "a7e62ac04ecb2c0a54d736dc46601c5606cf10a6", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "deepseek_v32", "text-generation", "base_model:deepseek-ai/DeepSeek-V3.2-Exp-Base", "base_model:finetune:deepseek-ai/DeepSeek-V3.2-Exp-Base", "license:mit", "eval-results", "endpoints_compatible", "fp8", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/deepseek-ai-deepseek-v3-2/", "history_url": "https://openmodelweights.com/models/deepseek-ai-deepseek-v3-2/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/deepseek-ai-deepseek-v3-2.json" }, { "id": "facebookai-roberta-large", "name": "roberta-large", "developer": "FacebookAI", "family": "roberta-large", "variant": "roberta-large", "model": { "parameters": "0.355413B", "total_parameters_billions": 0.355412571, "context": { "value": 514, "display": "514 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "pytorch", "tf", "jax", "onnx", "safetensors", "roberta", "fill-mask", "exbert", "en", "dataset:bookcorpus", "dataset:wikipedia", "arxiv:1907.11692", "arxiv:1806.02847", "license:mit", "endpoints_compatible", "region:us", "deploy:sagemaker", "deploy:azure" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.71, "fp8_int8": 0.36, "int4": 0.18 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/FacebookAI/roberta-large", "lineage": { "family": "roberta-large", "variant": "roberta-large", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "fill-mask", "declared": [ "ONNX Runtime", "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-02-19T12:47:04.000Z", "created_at": "2022-03-02T23:29:04.000Z", "downloads": 5737934, "likes": 322, "sha": "722cf37b1afa9454edce342e7895e588b6ff1d59", "library_name": "transformers", "pipeline_tag": "fill-mask", "tags": [ "transformers", "pytorch", "tf", "jax", "onnx", "safetensors", "roberta", "fill-mask", "exbert", "en", "dataset:bookcorpus", "dataset:wikipedia", "arxiv:1907.11692", "arxiv:1806.02847", "license:mit", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/facebookai-roberta-large/", "history_url": "https://openmodelweights.com/models/facebookai-roberta-large/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/facebookai-roberta-large.json" }, { "id": "pyannote-wespeaker-voxceleb-resnet34-lm", "name": "wespeaker-voxceleb-resnet34-LM", "developer": "pyannote", "family": "wespeaker-voxceleb-resnet34-LM", "variant": "wespeaker-voxceleb-resnet34-LM", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "pyannote-audio", "pytorch", "pyannote", "pyannote-audio-model", "wespeaker", "audio", "voice", "speech", "speaker", "speaker-recognition", "speaker-verification", "speaker-identification", "speaker-embedding", "dataset:voxceleb", "license:cc-by-4.0", "region:us" ] }, "license": { "id": "cc-by-4.0", "name": "CC BY 4.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed with attribution under CC BY 4.0", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/pyannote/wespeaker-voxceleb-resnet34-LM", "lineage": { "family": "wespeaker-voxceleb-resnet34-LM", "variant": "wespeaker-voxceleb-resnet34-LM", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "pyannote-audio", "pipeline_tag": null, "declared": [ "pyannote-audio" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-05-10T19:36:24.000Z", "created_at": "2023-11-13T15:32:31.000Z", "downloads": 6258498, "likes": 183, "sha": "837717ddb9ff5507820346191109dc79c958d614", "library_name": "pyannote-audio", "pipeline_tag": null, "tags": [ "pyannote-audio", "pytorch", "pyannote", "pyannote-audio-model", "wespeaker", "audio", "voice", "speech", "speaker", "speaker-recognition", "speaker-verification", "speaker-identification", "speaker-embedding", "dataset:voxceleb", "license:cc-by-4.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/pyannote-wespeaker-voxceleb-resnet34-lm/", "history_url": "https://openmodelweights.com/models/pyannote-wespeaker-voxceleb-resnet34-lm/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/pyannote-wespeaker-voxceleb-resnet34-lm.json" }, { "id": "qwen-qwen3-4b-instruct-2507", "name": "Qwen3-4B-Instruct-2507", "developer": "Qwen", "family": "Qwen3", "variant": "Qwen3-4B-Instruct-2507", "model": { "parameters": "4.02247B", "total_parameters_billions": 4.022468096, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "qwen3", "text-generation", "conversational", "arxiv:2505.09388", "license:apache-2.0", "eval-results", "text-generation-inference", "endpoints_compatible", "region:us", "deploy:sagemaker", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3-4B-Instruct-2507/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3-4B-Instruct-2507/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3-4B-Instruct-2507/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 8.04, "fp8_int8": 4.02, "int4": 2.01 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3-4B-Instruct-2507", "lineage": { "family": "Qwen3", "variant": "Qwen3-4B-Instruct-2507", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "MLX", "Ollama", "SGLang", "llama.cpp", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-09-17T06:56:53.000Z", "created_at": "2025-08-05T10:58:03.000Z", "downloads": 3755903, "likes": 987, "sha": "cdbee75f17c01a7cc42f958dc650907174af0554", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "qwen3", "text-generation", "conversational", "arxiv:2505.09388", "license:apache-2.0", "eval-results", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen3-4b-instruct-2507/", "history_url": "https://openmodelweights.com/models/qwen-qwen3-4b-instruct-2507/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen3-4b-instruct-2507.json" }, { "id": "microsoft-mdeberta-v3-base", "name": "mdeberta-v3-base", "developer": "Microsoft", "family": "mdeberta-v3", "variant": "mdeberta-v3-base", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "pytorch", "tf", "deberta-v2", "deberta", "deberta-v3", "mdeberta", "fill-mask", "multilingual", "en", "ar", "bg", "de", "el", "es", "fr", "hi", "ru", "sw", "th" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/microsoft/mdeberta-v3-base", "lineage": { "family": "mdeberta-v3", "variant": "mdeberta-v3-base", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "fill-mask", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-04-06T05:32:33.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 5712677, "likes": 243, "sha": "a0484667b22365f84929a935b5e50a51f71f159d", "library_name": "transformers", "pipeline_tag": "fill-mask", "tags": [ "transformers", "pytorch", "tf", "deberta-v2", "deberta", "deberta-v3", "mdeberta", "fill-mask", "multilingual", "en", "ar", "bg", "de", "el", "es", "fr", "hi", "ru", "sw", "th", "tr", "ur", "vi", "zh", "arxiv:2006.03654", "arxiv:2111.09543", "license:mit", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/microsoft-mdeberta-v3-base/", "history_url": "https://openmodelweights.com/models/microsoft-mdeberta-v3-base/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/microsoft-mdeberta-v3-base.json" }, { "id": "google-gemma-4-e2b-it", "name": "gemma-4-E2B-it", "developer": "Google", "family": "gemma-4-E2B", "variant": "gemma-4-E2B-it", "model": { "parameters": "5.12318B", "total_parameters_billions": 5.123178051, "context": { "value": 131072, "display": "131,072 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Any To Any", "tags": [ "transformers", "safetensors", "gemma4", "image-text-to-text", "any-to-any", "arxiv:2607.02770", "base_model:google/gemma-4-E2B", "base_model:finetune:google/gemma-4-E2B", "license:apache-2.0", "eval-results", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://ai.google.dev/gemma/docs/gemma_4_license", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://ai.google.dev/gemma/docs/gemma_4_license" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://ai.google.dev/gemma/docs/gemma_4_license" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 10.25, "fp8_int8": 5.12, "int4": 2.56 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/google/gemma-4-E2B-it", "lineage": { "family": "gemma-4-E2B", "variant": "gemma-4-E2B-it", "base_model": { "status": "declared", "models": [ "google/gemma-4-E2B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "any-to-any", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "llama.cpp" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-07-20T16:41:56.000Z", "created_at": "2026-03-02T19:58:09.000Z", "downloads": 3031809, "likes": 996, "sha": "3e22461f65e89153144f8adb70e3b8c2cc9845a7", "library_name": "transformers", "pipeline_tag": "any-to-any", "tags": [ "transformers", "safetensors", "gemma4", "image-text-to-text", "any-to-any", "arxiv:2607.02770", "base_model:google/gemma-4-E2B", "base_model:finetune:google/gemma-4-E2B", "license:apache-2.0", "eval-results", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/google-gemma-4-e2b-it/", "history_url": "https://openmodelweights.com/models/google-gemma-4-e2b-it/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/google-gemma-4-e2b-it.json" }, { "id": "autogluon-chronos-2", "name": "chronos-2", "developer": "autogluon", "family": "chronos-2", "variant": "chronos-2", "model": { "parameters": "0.119478B", "total_parameters_billions": 0.119477664, "context": { "value": 8192, "display": "8,192 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "chronos_config.context_length" } ] }, "modality": "Time Series Forecasting", "tags": [ "chronos-forecasting", "safetensors", "t5", "time series", "forecasting", "foundation models", "pretrained models", "time-series-forecasting", "dataset:autogluon/chronos_datasets", "dataset:Salesforce/GiftEvalPretrain", "arxiv:2403.07815", "arxiv:2510.15821", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.24, "fp8_int8": 0.12, "int4": 0.06 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/autogluon/chronos-2", "lineage": { "family": "chronos-2", "variant": "chronos-2", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "chronos-forecasting", "pipeline_tag": "time-series-forecasting", "declared": [ "chronos-forecasting" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-06-05T11:59:59.000Z", "created_at": "2025-10-06T18:52:51.000Z", "downloads": 6621935, "likes": 72, "sha": "60088152a34e242427b44c3100014473a0157d53", "library_name": "chronos-forecasting", "pipeline_tag": "time-series-forecasting", "tags": [ "chronos-forecasting", "safetensors", "t5", "time series", "forecasting", "foundation models", "pretrained models", "time-series-forecasting", "dataset:autogluon/chronos_datasets", "dataset:Salesforce/GiftEvalPretrain", "arxiv:2403.07815", "arxiv:2510.15821", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/autogluon-chronos-2/", "history_url": "https://openmodelweights.com/models/autogluon-chronos-2/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/autogluon-chronos-2.json" }, { "id": "qwen-qwen2-5-3b-instruct", "name": "Qwen2.5-3B-Instruct", "developer": "Qwen", "family": "Qwen2.5", "variant": "Qwen2.5-3B-Instruct", "model": { "parameters": "3.08594B", "total_parameters_billions": 3.085938688, "context": { "value": 32768, "display": "32,768 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "qwen2", "text-generation", "chat", "conversational", "en", "arxiv:2407.10671", "base_model:Qwen/Qwen2.5-3B", "base_model:finetune:Qwen/Qwen2.5-3B", "license:other", "text-generation-inference", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "other", "name": "Qwen Research License", "url": "https://huggingface.co/Qwen/Qwen2.5-3B-Instruct/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "separate-license-required", "label": "Commercial use requires a separate Qwen license", "basis": "https://huggingface.co/Qwen/Qwen2.5-3B-Instruct/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen2.5-3B-Instruct/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 6.17, "fp8_int8": 3.09, "int4": 1.54 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen2.5-3B-Instruct", "lineage": { "family": "Qwen2.5", "variant": "Qwen2.5-3B-Instruct", "base_model": { "status": "declared", "models": [ "Qwen/Qwen2.5-3B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-09-25T12:33:00.000Z", "created_at": "2024-09-17T14:08:52.000Z", "downloads": 4129187, "likes": 587, "sha": "aa8e72537993ba99e69dfaafa59ed015b17504d1", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "qwen2", "text-generation", "chat", "conversational", "en", "arxiv:2407.10671", "base_model:Qwen/Qwen2.5-3B", "base_model:finetune:Qwen/Qwen2.5-3B", "license:other", "text-generation-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen2-5-3b-instruct/", "history_url": "https://openmodelweights.com/models/qwen-qwen2-5-3b-instruct/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen2-5-3b-instruct.json" }, { "id": "google-gemma-3-1b-it", "name": "gemma-3-1b-it", "developer": "Google", "family": "gemma-3", "variant": "gemma-3-1b-it", "model": { "parameters": "0.999886B", "total_parameters_billions": 0.999885952, "context": { "value": 128000, "display": "128,000 tokens", "status": "verified", "evidence": [ { "source": "README.md", "detail": "explicit context statement" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "gemma3_text", "text-generation", "conversational", "arxiv:1905.07830", "arxiv:1905.10044", "arxiv:1911.11641", "arxiv:1904.09728", "arxiv:1705.03551", "arxiv:1911.01547", "arxiv:1907.10641", "arxiv:1903.00161", "arxiv:2009.03300", "arxiv:2304.06364", "arxiv:2103.03874", "arxiv:2110.14168", "arxiv:2311.12022", "arxiv:2108.07732", "arxiv:2107.03374" ] }, "license": { "id": "gemma", "name": "gemma", "url": "https://ai.google.dev/gemma/terms", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use permitted subject to Gemma Terms", "basis": "https://ai.google.dev/gemma/terms" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://ai.google.dev/gemma/terms" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 2.0, "fp8_int8": 1.0, "int4": 0.5 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/google/gemma-3-1b-it", "lineage": { "family": "gemma-3", "variant": "gemma-3-1b-it", "base_model": { "status": "declared", "models": [ "google/gemma-3-1b-pt" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-04-04T13:12:40.000Z", "created_at": "2025-03-10T12:09:00.000Z", "downloads": 3246235, "likes": 1200, "sha": "dcc83ea841ab6100d6b47a070329e1ba4cf78752", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "gemma3_text", "text-generation", "conversational", "arxiv:1905.07830", "arxiv:1905.10044", "arxiv:1911.11641", "arxiv:1904.09728", "arxiv:1705.03551", "arxiv:1911.01547", "arxiv:1907.10641", "arxiv:1903.00161", "arxiv:2009.03300", "arxiv:2304.06364", "arxiv:2103.03874", "arxiv:2110.14168", "arxiv:2311.12022", "arxiv:2108.07732", "arxiv:2107.03374", "arxiv:2210.03057", "arxiv:2106.03193", "arxiv:1910.11856", "arxiv:2502.12404", "arxiv:2502.21228", "arxiv:2404.16816", "arxiv:2104.12756", "arxiv:2311.16502", "arxiv:2203.10244", "arxiv:2404.12390", "arxiv:1810.12440", "arxiv:1908.02660", "arxiv:2312.11805", "base_model:google/gemma-3-1b-pt", "base_model:finetune:google/gemma-3-1b-pt", "license:gemma", "eval-results", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/google-gemma-3-1b-it/", "history_url": "https://openmodelweights.com/models/google-gemma-3-1b-it/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/google-gemma-3-1b-it.json" }, { "id": "mistralai-mistral-7b-instruct-v0-3", "name": "Mistral-7B-Instruct-v0.3", "developer": "Mistral AI", "family": "Mistral", "variant": "Mistral-7B-Instruct-v0.3", "model": { "parameters": "7.24802B", "total_parameters_billions": 7.248023552, "context": { "value": 32768, "display": "32,768 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Not declared", "tags": [ "vllm", "safetensors", "mistral", "mistral-common", "base_model:mistralai/Mistral-7B-v0.3", "base_model:finetune:mistralai/Mistral-7B-v0.3", "license:apache-2.0", "region:us", "deploy:sagemaker" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 14.5, "fp8_int8": 7.25, "int4": 3.62 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.3", "lineage": { "family": "Mistral", "variant": "Mistral-7B-Instruct-v0.3", "base_model": { "status": "declared", "models": [ "mistralai/Mistral-7B-v0.3" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "vLLM", "pipeline_tag": null, "declared": [ "mistral-common", "vLLM" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-12-03T12:13:48.000Z", "created_at": "2024-05-22T09:57:04.000Z", "downloads": 2171151, "likes": 3710, "sha": "c170c708c41dac9275d15a8fff4eca08d52bab71", "library_name": "vllm", "pipeline_tag": null, "tags": [ "vllm", "safetensors", "mistral", "mistral-common", "base_model:mistralai/Mistral-7B-v0.3", "base_model:finetune:mistralai/Mistral-7B-v0.3", "license:apache-2.0", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/mistralai-mistral-7b-instruct-v0-3/", "history_url": "https://openmodelweights.com/models/mistralai-mistral-7b-instruct-v0-3/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/mistralai-mistral-7b-instruct-v0-3.json" }, { "id": "lightricks-ltx-2-5", "name": "LTX-2.5", "developer": "Lightricks", "family": "LTX-2.5", "variant": "LTX-2.5", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image To Video", "tags": [ "diffusion-single-file", "image-to-video", "text-to-video", "video-to-video", "image-text-to-video", "audio-to-video", "text-to-audio", "video-to-audio", "audio-to-audio", "text-to-audio-video", "image-to-audio-video", "image-text-to-audio-video", "ltx-video", "lightricks", "comfyui", "ltx-2.5", "ltx", "en", "de", "es" ] }, "license": { "id": "other", "name": "ltx-2.x-community-license-agreement", "url": "https://github.com/Lightricks/LTX-2/blob/main/LICENSE-2_x", "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": "https://github.com/Lightricks/LTX-2/blob/main/LICENSE-2_x" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://github.com/Lightricks/LTX-2/blob/main/LICENSE-2_x" } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Lightricks/LTX-2.5", "lineage": { "family": "LTX-2.5", "variant": "LTX-2.5", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "diffusion-single-file", "pipeline_tag": "image-to-video", "declared": [ "diffusion-single-file" ], "mentioned_in_model_card": [ "Diffusers", "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-01T06:29:03.000Z", "created_at": "2026-07-23T07:55:24.000Z", "downloads": 1584129, "likes": 5929, "sha": "5e6e71018ee1756ed329b697a7b4aedc934dfce9", "library_name": "diffusion-single-file", "pipeline_tag": "image-to-video", "tags": [ "diffusion-single-file", "image-to-video", "text-to-video", "video-to-video", "image-text-to-video", "audio-to-video", "text-to-audio", "video-to-audio", "audio-to-audio", "text-to-audio-video", "image-to-audio-video", "image-text-to-audio-video", "ltx-video", "lightricks", "comfyui", "ltx-2.5", "ltx", "en", "de", "es", "fr", "ja", "ko", "zh", "it", "pt", "arxiv:2601.03233", "license:other", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/lightricks-ltx-2-5/", "history_url": "https://openmodelweights.com/models/lightricks-ltx-2-5/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/lightricks-ltx-2-5.json" }, { "id": "facebook-bart-large-mnli", "name": "bart-large-mnli", "developer": "Meta", "family": "bart-large-mnli", "variant": "bart-large-mnli", "model": { "parameters": "0.407344B", "total_parameters_billions": 0.407344133, "context": { "value": 1024, "display": "1,024 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Zero Shot Classification", "tags": [ "transformers", "pytorch", "jax", "rust", "safetensors", "bart", "text-classification", "zero-shot-classification", "dataset:multi_nli", "arxiv:1910.13461", "arxiv:1909.00161", "license:mit", "endpoints_compatible", "region:us", "deploy:sagemaker", "deploy:azure" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.81, "fp8_int8": 0.41, "int4": 0.2 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/facebook/bart-large-mnli", "lineage": { "family": "bart-large-mnli", "variant": "bart-large-mnli", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "zero-shot-classification", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-09-05T14:49:34.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 2885041, "likes": 1621, "sha": "d7645e127eaf1aefc7862fd59a17a5aa8558b8ce", "library_name": "transformers", "pipeline_tag": "zero-shot-classification", "tags": [ "transformers", "pytorch", "jax", "rust", "safetensors", "bart", "text-classification", "zero-shot-classification", "dataset:multi_nli", "arxiv:1910.13461", "arxiv:1909.00161", "license:mit", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/facebook-bart-large-mnli/", "history_url": "https://openmodelweights.com/models/facebook-bart-large-mnli/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/facebook-bart-large-mnli.json" }, { "id": "facebook-sam3", "name": "sam3", "developer": "Meta", "family": "sam3", "variant": "sam3", "model": { "parameters": "0.859922B", "total_parameters_billions": 0.85992236, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Mask Generation", "tags": [ "transformers", "safetensors", "sam3_video", "feature-extraction", "sam3", "mask-generation", "en", "license:other", "eval-results", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "other", "name": "other", "url": "https://www.llama.com/llama3/license/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed subject to Llama community-license conditions", "basis": "https://www.llama.com/llama3/license/" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.llama.com/llama3/license/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1.72, "fp8_int8": 0.86, "int4": 0.43 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/facebook/sam3", "lineage": { "family": "sam3", "variant": "sam3", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "mask-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-11-20T22:05:08.000Z", "created_at": "2025-11-07T05:17:48.000Z", "downloads": 2173304, "likes": 3699, "sha": "3c879f39826c281e95690f02c7821c4de09afae7", "library_name": "transformers", "pipeline_tag": "mask-generation", "tags": [ "transformers", "safetensors", "sam3_video", "feature-extraction", "sam3", "mask-generation", "en", "license:other", "eval-results", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/facebook-sam3/", "history_url": "https://openmodelweights.com/models/facebook-sam3/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/facebook-sam3.json" }, { "id": "radixark-kimi-k3-dspark", "name": "Kimi-K3-DSpark", "developer": "RadixArk", "family": "Kimi-K3-DSpark", "variant": "Kimi-K3-DSpark", "model": { "parameters": "2.24929B", "total_parameters_billions": 2.249289601, "context": { "value": 1048576, "display": "1,048,576 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "qwen3", "feature-extraction", "speculative-decoding", "dspark", "dflash", "specforge", "sglang", "long-context", "text-generation", "custom_code", "text-generation-inference", "region:us" ] }, "license": { "id": null, "name": "Not declared in model-card metadata", "url": null, "status": "not-disclosed", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 4.5, "fp8_int8": 2.25, "int4": 1.12 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/RadixArk/Kimi-K3-DSpark", "lineage": { "family": "Kimi-K3-DSpark", "variant": "Kimi-K3-DSpark", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "SGLang", "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-16T16:23:16.000Z", "created_at": "2026-07-27T10:51:18.000Z", "downloads": 6351566, "likes": 57, "sha": "3c5bac301d9cf392706189d82ed947feca6c2f0f", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "qwen3", "feature-extraction", "speculative-decoding", "dspark", "dflash", "specforge", "sglang", "long-context", "text-generation", "custom_code", "text-generation-inference", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "not-disclosed", "commercial_use": "unknown", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/radixark-kimi-k3-dspark/", "history_url": "https://openmodelweights.com/models/radixark-kimi-k3-dspark/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/radixark-kimi-k3-dspark.json" }, { "id": "qwen-qwen3-tts-12hz-1-7b-base", "name": "Qwen3-TTS-12Hz-1.7B-Base", "developer": "Qwen", "family": "Qwen3-TTS-12Hz", "variant": "Qwen3-TTS-12Hz-1.7B-Base", "model": { "parameters": "1.92868B", "total_parameters_billions": 1.92867744, "context": { "value": 65536, "display": "65,536 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "talker_config.code_predictor_config.max_position_embeddings" } ] }, "modality": "Not declared", "tags": [ "safetensors", "qwen3_tts", "arxiv:2601.15621", "license:apache-2.0", "region:us", "deploy:sagemaker" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 3.86, "fp8_int8": 1.93, "int4": 0.96 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3-TTS-12Hz-1.7B-Base", "lineage": { "family": "Qwen3-TTS-12Hz", "variant": "Qwen3-TTS-12Hz-1.7B-Base", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": null, "pipeline_tag": null, "declared": [], "mentioned_in_model_card": [ "Transformers", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-01-23T05:25:33.000Z", "created_at": "2026-01-21T08:57:11.000Z", "downloads": 3644579, "likes": 540, "sha": "fd4b254389122332181a7c3db7f27e918eec64e3", "library_name": null, "pipeline_tag": null, "tags": [ "safetensors", "qwen3_tts", "arxiv:2601.15621", "license:apache-2.0", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen3-tts-12hz-1-7b-base/", "history_url": "https://openmodelweights.com/models/qwen-qwen3-tts-12hz-1-7b-base/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen3-tts-12hz-1-7b-base.json" }, { "id": "qwen-qwen3-tts-12hz-1-7b-customvoice", "name": "Qwen3-TTS-12Hz-1.7B-CustomVoice", "developer": "Qwen", "family": "Qwen3-TTS-12Hz", "variant": "Qwen3-TTS-12Hz-1.7B-CustomVoice", "model": { "parameters": "1.91668B", "total_parameters_billions": 1.916676352, "context": { "value": 65536, "display": "65,536 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "talker_config.code_predictor_config.max_position_embeddings" } ] }, "modality": "Text → audio", "tags": [ "safetensors", "qwen3_tts", "text-to-speech", "arxiv:2601.15621", "license:apache-2.0", "deploy:sagemaker", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 3.83, "fp8_int8": 1.92, "int4": 0.96 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3-TTS-12Hz-1.7B-CustomVoice", "lineage": { "family": "Qwen3-TTS-12Hz", "variant": "Qwen3-TTS-12Hz-1.7B-CustomVoice", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": null, "pipeline_tag": "text-to-speech", "declared": [], "mentioned_in_model_card": [ "Transformers", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-01-29T08:00:54.000Z", "created_at": "2026-01-21T08:56:49.000Z", "downloads": 2408133, "likes": 2021, "sha": "0c0e3051f131929182e2c023b9537f8b1c68adfe", "library_name": null, "pipeline_tag": "text-to-speech", "tags": [ "safetensors", "qwen3_tts", "text-to-speech", "arxiv:2601.15621", "license:apache-2.0", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen3-tts-12hz-1-7b-customvoice/", "history_url": "https://openmodelweights.com/models/qwen-qwen3-tts-12hz-1-7b-customvoice/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen3-tts-12hz-1-7b-customvoice.json" }, { "id": "moonshotai-kimi-k3", "name": "Kimi-K3", "developer": "Moonshot AI", "family": "Kimi-K3", "variant": "Kimi-K3", "model": { "parameters": "2779.93B", "total_parameters_billions": 2779.931837184, "context": { "value": 1048576, "display": "1,048,576 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "kimi_k3", "feature-extraction", "compressed-tensors", "conversational", "image-text-to-text", "custom_code", "license:other", "eval-results", "8-bit", "deploy:sagemaker", "region:us" ] }, "license": { "id": "other", "name": "kimi-k3", "url": "https://huggingface.co/moonshotai/Kimi-K3/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "License text grants broad use including sale, subject to its stated conditions", "basis": "https://huggingface.co/moonshotai/Kimi-K3/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/moonshotai/Kimi-K3/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 5559.86, "fp8_int8": 2779.93, "int4": 1389.97 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/moonshotai/Kimi-K3", "lineage": { "family": "Kimi-K3", "variant": "Kimi-K3", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-02T02:22:41.000Z", "created_at": "2026-06-13T06:42:57.000Z", "downloads": 1204766, "likes": 11573, "sha": "f831ab66814297da540d832a5235f8e904f29d06", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "kimi_k3", "feature-extraction", "compressed-tensors", "conversational", "image-text-to-text", "custom_code", "license:other", "eval-results", "8-bit", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/moonshotai-kimi-k3/", "history_url": "https://openmodelweights.com/models/moonshotai-kimi-k3/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/moonshotai-kimi-k3.json" }, { "id": "deepseek-ai-deepseek-ocr", "name": "DeepSeek-OCR", "developer": "DeepSeek", "family": "DeepSeek-OCR", "variant": "DeepSeek-OCR", "model": { "parameters": "3.33611B", "total_parameters_billions": 3.33610624, "context": { "value": 8192, "display": "8,192 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "language_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "deepseek_vl_v2", "feature-extraction", "deepseek", "vision-language", "ocr", "custom_code", "image-text-to-text", "multilingual", "arxiv:2510.18234", "license:mit", "eval-results", "deploy:sagemaker", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": "https://huggingface.co/deepseek-ai/DeepSeek-OCR/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": "https://huggingface.co/deepseek-ai/DeepSeek-OCR/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/deepseek-ai/DeepSeek-OCR/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 6.67, "fp8_int8": 3.34, "int4": 1.67 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/deepseek-ai/DeepSeek-OCR", "lineage": { "family": "DeepSeek-OCR", "variant": "DeepSeek-OCR", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-11-04T02:36:12.000Z", "created_at": "2025-10-17T06:22:05.000Z", "downloads": 2082840, "likes": 3391, "sha": "9f30c71f441d010e5429c532364a86705536c53a", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "deepseek_vl_v2", "feature-extraction", "deepseek", "vision-language", "ocr", "custom_code", "image-text-to-text", "multilingual", "arxiv:2510.18234", "license:mit", "eval-results", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/deepseek-ai-deepseek-ocr/", "history_url": "https://openmodelweights.com/models/deepseek-ai-deepseek-ocr/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/deepseek-ai-deepseek-ocr.json" }, { "id": "distilbert-distilbert-base-uncased-finetuned-sst-2-english", "name": "distilbert-base-uncased-finetuned-sst-2-english", "developer": "distilbert", "family": "distilbert-base-uncased-finetuned-sst-2-english", "variant": "distilbert-base-uncased-finetuned-sst-2-english", "model": { "parameters": "0.066955B", "total_parameters_billions": 0.06695501, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text Classification", "tags": [ "transformers", "pytorch", "tf", "rust", "onnx", "safetensors", "distilbert", "text-classification", "en", "dataset:sst2", "dataset:glue", "arxiv:1910.01108", "doi:10.57967/hf/0181", "license:apache-2.0", "model-index", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.13, "fp8_int8": 0.07, "int4": 0.03 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/distilbert/distilbert-base-uncased-finetuned-sst-2-english", "lineage": { "family": "distilbert-base-uncased-finetuned-sst-2-english", "variant": "distilbert-base-uncased-finetuned-sst-2-english", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-classification", "declared": [ "ONNX Runtime", "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-12-19T16:29:37.000Z", "created_at": "2022-03-02T23:29:04.000Z", "downloads": 3032281, "likes": 965, "sha": "714eb0fa89d2f80546fda750413ed43d93601a13", "library_name": "transformers", "pipeline_tag": "text-classification", "tags": [ "transformers", "pytorch", "tf", "rust", "onnx", "safetensors", "distilbert", "text-classification", "en", "dataset:sst2", "dataset:glue", "arxiv:1910.01108", "doi:10.57967/hf/0181", "license:apache-2.0", "model-index", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/distilbert-distilbert-base-uncased-finetuned-sst-2-english/", "history_url": "https://openmodelweights.com/models/distilbert-distilbert-base-uncased-finetuned-sst-2-english/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/distilbert-distilbert-base-uncased-finetuned-sst-2-english.json" }, { "id": "sentence-transformers-all-minilm-l12-v2", "name": "all-MiniLM-L12-v2", "developer": "Sentence Transformers", "family": "all-MiniLM-L12-v2", "variant": "all-MiniLM-L12-v2", "model": { "parameters": "0.0333605B", "total_parameters_billions": 0.033360512, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text embeddings", "tags": [ "sentence-transformers", "pytorch", "rust", "onnx", "safetensors", "openvino", "bert", "feature-extraction", "sentence-similarity", "transformers", "en", "dataset:s2orc", "dataset:flax-sentence-embeddings/stackexchange_xml", "dataset:ms_marco", "dataset:gooaq", "dataset:yahoo_answers_topics", "dataset:code_search_net", "dataset:search_qa", "dataset:eli5", "dataset:snli" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.07, "fp8_int8": 0.03, "int4": 0.02 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/sentence-transformers/all-MiniLM-L12-v2", "lineage": { "family": "all-MiniLM-L12-v2", "variant": "all-MiniLM-L12-v2", "base_model": { "status": "declared", "models": [ "microsoft/MiniLM-L12-H384-uncased" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "sentence-similarity", "declared": [ "ONNX Runtime", "Transformers", "sentence-transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-03-31T16:05:12.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 3720853, "likes": 330, "sha": "a50ef00143b4d5391434df20ae11632588ac25be", "library_name": "sentence-transformers", "pipeline_tag": "sentence-similarity", "tags": [ "sentence-transformers", "pytorch", "rust", "onnx", "safetensors", "openvino", "bert", "feature-extraction", "sentence-similarity", "transformers", "en", "dataset:s2orc", "dataset:flax-sentence-embeddings/stackexchange_xml", "dataset:ms_marco", "dataset:gooaq", "dataset:yahoo_answers_topics", "dataset:code_search_net", "dataset:search_qa", "dataset:eli5", "dataset:snli", "dataset:multi_nli", "dataset:wikihow", "dataset:natural_questions", "dataset:trivia_qa", "dataset:embedding-data/sentence-compression", "dataset:embedding-data/flickr30k-captions", "dataset:embedding-data/altlex", "dataset:embedding-data/simple-wiki", "dataset:embedding-data/QQP", "dataset:embedding-data/SPECTER", "dataset:embedding-data/PAQ_pairs", "dataset:embedding-data/WikiAnswers", "arxiv:1904.06472", "arxiv:2102.07033", "arxiv:2104.08727", "arxiv:1704.05179", "arxiv:1810.09305", "base_model:microsoft/MiniLM-L12-H384-uncased", "base_model:quantized:microsoft/MiniLM-L12-H384-uncased", "license:apache-2.0", "eval-results", "text-embeddings-inference", "endpoints_compatible", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "recipe-or-training-files-present", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/sentence-transformers-all-minilm-l12-v2/", "history_url": "https://openmodelweights.com/models/sentence-transformers-all-minilm-l12-v2/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/sentence-transformers-all-minilm-l12-v2.json" }, { "id": "amazon-chronos-bolt-small", "name": "chronos-bolt-small", "developer": "amazon", "family": "chronos-bolt-small", "variant": "chronos-bolt-small", "model": { "parameters": "0.047718B", "total_parameters_billions": 0.047718016, "context": { "value": 2048, "display": "2,048 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "chronos_config.context_length" } ] }, "modality": "Time Series Forecasting", "tags": [ "chronos-forecasting", "safetensors", "t5", "time series", "forecasting", "pretrained models", "foundation models", "time series foundation models", "time-series", "time-series-forecasting", "arxiv:1910.10683", "arxiv:2403.07815", "license:apache-2.0", "region:us", "deploy:sagemaker" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.1, "fp8_int8": 0.05, "int4": 0.02 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/amazon/chronos-bolt-small", "lineage": { "family": "chronos-bolt-small", "variant": "chronos-bolt-small", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "chronos-forecasting", "pipeline_tag": "time-series-forecasting", "declared": [ "chronos-forecasting" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-11-21T12:54:10.000Z", "created_at": "2024-11-25T09:46:10.000Z", "downloads": 6969572, "likes": 49, "sha": "772f3d25d38aec6d914c8949dab4462e2d46f5d8", "library_name": "chronos-forecasting", "pipeline_tag": "time-series-forecasting", "tags": [ "chronos-forecasting", "safetensors", "t5", "time series", "forecasting", "pretrained models", "foundation models", "time series foundation models", "time-series", "time-series-forecasting", "arxiv:1910.10683", "arxiv:2403.07815", "license:apache-2.0", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/amazon-chronos-bolt-small/", "history_url": "https://openmodelweights.com/models/amazon-chronos-bolt-small/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/amazon-chronos-bolt-small.json" }, { "id": "vikhyatk-moondream2", "name": "moondream2", "developer": "vikhyatk", "family": "moondream2", "variant": "moondream2", "model": { "parameters": "1.92724B", "total_parameters_billions": 1.927237104, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "moondream1", "text-generation", "image-text-to-text", "custom_code", "doi:10.57967/hf/6762", "license:apache-2.0", "eval-results", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 3.85, "fp8_int8": 1.93, "int4": 0.96 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/vikhyatk/moondream2", "lineage": { "family": "moondream2", "variant": "moondream2", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-23T19:31:05.000Z", "created_at": "2024-03-04T18:03:06.000Z", "downloads": 2032484, "likes": 1436, "sha": "5d6c926f44e26b07957b0dd315bbedcb4c17a5fe", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "moondream1", "text-generation", "image-text-to-text", "custom_code", "doi:10.57967/hf/6762", "license:apache-2.0", "eval-results", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/vikhyatk-moondream2/", "history_url": "https://openmodelweights.com/models/vikhyatk-moondream2/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/vikhyatk-moondream2.json" }, { "id": "zai-org-glm-ocr", "name": "GLM-OCR", "developer": "Z.ai", "family": "GLM-OCR", "variant": "GLM-OCR", "model": { "parameters": "1.32526B", "total_parameters_billions": 1.32525824, "context": { "value": 131072, "display": "131,072 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image To Text", "tags": [ "transformers", "safetensors", "glm_ocr", "image-text-to-text", "conversational", "image-to-text", "zh", "en", "fr", "es", "ru", "de", "ja", "ko", "arxiv:2603.10910", "license:mit", "eval-results", "endpoints_compatible", "deploy:azure", "deploy:sagemaker" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 2.65, "fp8_int8": 1.33, "int4": 0.66 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/zai-org/GLM-OCR", "lineage": { "family": "GLM-OCR", "variant": "GLM-OCR", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "Ollama", "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-11T11:59:14.000Z", "created_at": "2026-01-30T04:24:21.000Z", "downloads": 1823969, "likes": 2111, "sha": "2e85a62840ccac27daa451df36c736c4636b8628", "library_name": "transformers", "pipeline_tag": "image-to-text", "tags": [ "transformers", "safetensors", "glm_ocr", "image-text-to-text", "conversational", "image-to-text", "zh", "en", "fr", "es", "ru", "de", "ja", "ko", "arxiv:2603.10910", "license:mit", "eval-results", "endpoints_compatible", "deploy:azure", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/zai-org-glm-ocr/", "history_url": "https://openmodelweights.com/models/zai-org-glm-ocr/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/zai-org-glm-ocr.json" }, { "id": "nvidia-nvidia-nemotron-3-nano-4b-bf16", "name": "NVIDIA-Nemotron-3-Nano-4B-BF16", "developer": "NVIDIA", "family": "NVIDIA-Nemotron-3-Nano", "variant": "NVIDIA-Nemotron-3-Nano-4B-BF16", "model": { "parameters": "3.97356B", "total_parameters_billions": 3.973556832, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "nemotron_h", "text-generation", "nvidia", "pytorch", "conversational", "custom_code", "en", "dataset:nvidia/Nemotron-CC-v2", "dataset:nvidia/Nemotron-Post-Training-Dataset-v2", "dataset:nvidia/Nemotron-Science-v1", "dataset:nvidia/Nemotron-Instruction-Following-Chat-v1", "dataset:nvidia/Nemotron-Agentic-v1", "dataset:nvidia/Nemotron-Competitive-Programming-v1", "dataset:nvidia/Nemotron-Math-Proofs-v1", "dataset:nvidia/Nemotron-RL-Agentic-Conversational-Tool-Use-Pivot-v1", "dataset:nvidia/Nemotron-RL-instruction_following", "dataset:nvidia/Nemotron-RL-agent-calendar_scheduling", "dataset:nvidia/Nemotron-RL-instruction_following-structured_outputs" ] }, "license": { "id": "other", "name": "nvidia-nemotron-open-model-license", "url": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-nemotron-open-model-license/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercially usable subject to NVIDIA license conditions", "basis": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-nemotron-open-model-license/" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-nemotron-open-model-license/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 7.95, "fp8_int8": 3.97, "int4": 1.99 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/nvidia/NVIDIA-Nemotron-3-Nano-4B-BF16", "lineage": { "family": "NVIDIA-Nemotron-3-Nano", "variant": "NVIDIA-Nemotron-3-Nano-4B-BF16", "base_model": { "status": "declared", "models": [ "nvidia/NVIDIA-Nemotron-Nano-9B-v2" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "NeMo", "SGLang", "TensorRT-LLM", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-03-20T20:50:41.000Z", "created_at": "2026-03-07T01:23:35.000Z", "downloads": 4712693, "likes": 126, "sha": "dfaf35de3e30f1867dd8dbc38a7fc9fb52d3914f", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "nemotron_h", "text-generation", "nvidia", "pytorch", "conversational", "custom_code", "en", "dataset:nvidia/Nemotron-CC-v2", "dataset:nvidia/Nemotron-Post-Training-Dataset-v2", "dataset:nvidia/Nemotron-Science-v1", "dataset:nvidia/Nemotron-Instruction-Following-Chat-v1", "dataset:nvidia/Nemotron-Agentic-v1", "dataset:nvidia/Nemotron-Competitive-Programming-v1", "dataset:nvidia/Nemotron-Math-Proofs-v1", "dataset:nvidia/Nemotron-RL-Agentic-Conversational-Tool-Use-Pivot-v1", "dataset:nvidia/Nemotron-RL-instruction_following", "dataset:nvidia/Nemotron-RL-agent-calendar_scheduling", "dataset:nvidia/Nemotron-RL-instruction_following-structured_outputs", "arxiv:2511.16664", "arxiv:2504.03624", "arxiv:2512.20856", "arxiv:2512.20848", "arxiv:2412.02595", "base_model:nvidia/NVIDIA-Nemotron-Nano-9B-v2", "base_model:finetune:nvidia/NVIDIA-Nemotron-Nano-9B-v2", "license:other", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/nvidia-nvidia-nemotron-3-nano-4b-bf16/", "history_url": "https://openmodelweights.com/models/nvidia-nvidia-nemotron-3-nano-4b-bf16/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/nvidia-nvidia-nemotron-3-nano-4b-bf16.json" }, { "id": "nomic-ai-nomic-embed-text-v1", "name": "nomic-embed-text-v1", "developer": "nomic-ai", "family": "nomic-embed-text-v1", "variant": "nomic-embed-text-v1", "model": { "parameters": "0.136732B", "total_parameters_billions": 0.136731648, "context": { "value": 8192, "display": "8,192 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text embeddings", "tags": [ "sentence-transformers", "pytorch", "onnx", "safetensors", "nomic_bert", "feature-extraction", "sentence-similarity", "mteb", "transformers", "transformers.js", "custom_code", "en", "arxiv:2402.01613", "license:apache-2.0", "model-index", "text-embeddings-inference", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.27, "fp8_int8": 0.14, "int4": 0.07 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/nomic-ai/nomic-embed-text-v1", "lineage": { "family": "nomic-embed-text-v1", "variant": "nomic-embed-text-v1", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "sentence-similarity", "declared": [ "ONNX Runtime", "Transformers", "sentence-transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-04-07T14:16:41.000Z", "created_at": "2024-01-31T20:26:50.000Z", "downloads": 2893767, "likes": 584, "sha": "3ac47f125a41961d13b397d0332866be2f9152e1", "library_name": "sentence-transformers", "pipeline_tag": "sentence-similarity", "tags": [ "sentence-transformers", "pytorch", "onnx", "safetensors", "nomic_bert", "feature-extraction", "sentence-similarity", "mteb", "transformers", "transformers.js", "custom_code", "en", "arxiv:2402.01613", "license:apache-2.0", "model-index", "text-embeddings-inference", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/nomic-ai-nomic-embed-text-v1/", "history_url": "https://openmodelweights.com/models/nomic-ai-nomic-embed-text-v1/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/nomic-ai-nomic-embed-text-v1.json" }, { "id": "falconsai-nsfw-image-detection", "name": "nsfw_image_detection", "developer": "Falconsai", "family": "nsfw_image_detection", "variant": "nsfw_image_detection", "model": { "parameters": "0.0858002B", "total_parameters_billions": 0.085800194, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image", "tags": [ "transformers", "pytorch", "safetensors", "vit", "image-classification", "arxiv:2010.11929", "license:apache-2.0", "endpoints_compatible", "deploy:azure", "region:us", "not-for-all-audiences" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.17, "fp8_int8": 0.09, "int4": 0.04 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/Falconsai/nsfw_image_detection", "lineage": { "family": "nsfw_image_detection", "variant": "nsfw_image_detection", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-classification", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "ONNX Runtime" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-07T08:55:17.000Z", "created_at": "2023-10-13T23:50:01.000Z", "downloads": 2119436, "likes": 1195, "sha": "96cb0d0342c7afb80cab76ecc58b265fa44da256", "library_name": "transformers", "pipeline_tag": "image-classification", "tags": [ "transformers", "pytorch", "safetensors", "vit", "image-classification", "arxiv:2010.11929", "license:apache-2.0", "endpoints_compatible", "deploy:azure", "region:us", "not-for-all-audiences" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/falconsai-nsfw-image-detection/", "history_url": "https://openmodelweights.com/models/falconsai-nsfw-image-detection/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/falconsai-nsfw-image-detection.json" }, { "id": "baidu-unlimited-ocr", "name": "Unlimited-OCR", "developer": "baidu", "family": "Unlimited-OCR", "variant": "Unlimited-OCR", "model": { "parameters": "3.33611B", "total_parameters_billions": 3.33610624, "context": { "value": 32768, "display": "32,768 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "language_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "unlimited-ocr", "feature-extraction", "baidu", "vision-language", "ocr", "custom_code", "image-text-to-text", "multilingual", "arxiv:2606.23050", "license:mit", "eval-results", "deploy:sagemaker", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": "https://huggingface.co/baidu/Unlimited-OCR/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": "https://huggingface.co/baidu/Unlimited-OCR/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/baidu/Unlimited-OCR/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 6.67, "fp8_int8": 3.34, "int4": 1.67 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/baidu/Unlimited-OCR", "lineage": { "family": "Unlimited-OCR", "variant": "Unlimited-OCR", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-07-29T04:34:16.000Z", "created_at": "2026-06-19T09:40:33.000Z", "downloads": 1477146, "likes": 4321, "sha": "07dea832e22aefee32ad281d4b80551282e1c168", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "unlimited-ocr", "feature-extraction", "baidu", "vision-language", "ocr", "custom_code", "image-text-to-text", "multilingual", "arxiv:2606.23050", "license:mit", "eval-results", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/baidu-unlimited-ocr/", "history_url": "https://openmodelweights.com/models/baidu-unlimited-ocr/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/baidu-unlimited-ocr.json" }, { "id": "openai-whisper-small", "name": "whisper-small", "developer": "OpenAI", "family": "whisper-small", "variant": "whisper-small", "model": { "parameters": "0.241735B", "total_parameters_billions": 0.241734912, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Audio → text", "tags": [ "transformers", "pytorch", "tf", "jax", "safetensors", "whisper", "automatic-speech-recognition", "audio", "hf-asr-leaderboard", "en", "zh", "de", "es", "ru", "ko", "fr", "ja", "pt", "tr", "pl" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.48, "fp8_int8": 0.24, "int4": 0.12 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/openai/whisper-small", "lineage": { "family": "whisper-small", "variant": "whisper-small", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "automatic-speech-recognition", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-02-29T10:57:38.000Z", "created_at": "2022-09-26T06:51:27.000Z", "downloads": 3194625, "likes": 610, "sha": "973afd24965f72e36ca33b3055d56a652f456b4d", "library_name": "transformers", "pipeline_tag": "automatic-speech-recognition", "tags": [ "transformers", "pytorch", "tf", "jax", "safetensors", "whisper", "automatic-speech-recognition", "audio", "hf-asr-leaderboard", "en", "zh", "de", "es", "ru", "ko", "fr", "ja", "pt", "tr", "pl", "ca", "nl", "ar", "sv", "it", "id", "hi", "fi", "vi", "he", "uk", "el", "ms", "cs", "ro", "da", "hu", "ta", "no", "th", "ur", "hr", "bg", "lt", "la", "mi", "ml", "cy", "sk", "te", "fa", "lv", "bn", "sr", "az", "sl", "kn", "et", "mk", "br", "eu", "is", "hy", "ne", "mn", "bs", "kk", "sq", "sw", "gl", "mr", "pa", "si", "km", "sn", "yo", "so", "af", "oc", "ka", "be", "tg", "sd", "gu", "am", "yi", "lo", "uz", "fo", "ht", "ps", "tk", "nn", "mt", "sa", "lb", "my", "bo", "tl", "mg", "as", "tt", "haw", "ln", "ha", "ba", "jw", "su", "arxiv:2212.04356", "license:apache-2.0", "model-index", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/openai-whisper-small/", "history_url": "https://openmodelweights.com/models/openai-whisper-small/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/openai-whisper-small.json" }, { "id": "qwen-qwen3-vl-4b-instruct", "name": "Qwen3-VL-4B-Instruct", "developer": "Qwen", "family": "Qwen3-VL", "variant": "Qwen3-VL-4B-Instruct", "model": { "parameters": "4.43782B", "total_parameters_billions": 4.437815808, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "qwen3_vl", "image-text-to-text", "conversational", "arxiv:2505.09388", "arxiv:2502.13923", "arxiv:2409.12191", "arxiv:2308.12966", "license:apache-2.0", "eval-results", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 8.88, "fp8_int8": 4.44, "int4": 2.22 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3-VL-4B-Instruct", "lineage": { "family": "Qwen3-VL", "variant": "Qwen3-VL-4B-Instruct", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-10-15T16:15:55.000Z", "created_at": "2025-10-11T07:23:22.000Z", "downloads": 3374249, "likes": 484, "sha": "ebb281ec70b05090aa6165b016eac8ec08e71b17", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen3_vl", "image-text-to-text", "conversational", "arxiv:2505.09388", "arxiv:2502.13923", "arxiv:2409.12191", "arxiv:2308.12966", "license:apache-2.0", "eval-results", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen3-vl-4b-instruct/", "history_url": "https://openmodelweights.com/models/qwen-qwen3-vl-4b-instruct/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen3-vl-4b-instruct.json" }, { "id": "ibm-granite-granite-embedding-small-english-r2", "name": "granite-embedding-small-english-r2", "developer": "IBM", "family": "granite-embedding-small-english-r2", "variant": "granite-embedding-small-english-r2", "model": { "parameters": "0.0476625B", "total_parameters_billions": 0.047662464, "context": { "value": 8192, "display": "8,192 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Embeddings / features", "tags": [ "sentence-transformers", "pytorch", "safetensors", "modernbert", "feature-extraction", "granite", "embeddings", "transformers", "mteb", "en", "arxiv:2508.21085", "license:apache-2.0", "text-embeddings-inference", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.1, "fp8_int8": 0.05, "int4": 0.02 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/ibm-granite/granite-embedding-small-english-r2", "lineage": { "family": "granite-embedding-small-english-r2", "variant": "granite-embedding-small-english-r2", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "feature-extraction", "declared": [ "Transformers", "sentence-transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-01-21T18:38:43.000Z", "created_at": "2025-07-17T20:41:53.000Z", "downloads": 5340736, "likes": 84, "sha": "2ab6fa8ea2d674564defd37171ae19079b864b33", "library_name": "sentence-transformers", "pipeline_tag": "feature-extraction", "tags": [ "sentence-transformers", "pytorch", "safetensors", "modernbert", "feature-extraction", "granite", "embeddings", "transformers", "mteb", "en", "arxiv:2508.21085", "license:apache-2.0", "text-embeddings-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/ibm-granite-granite-embedding-small-english-r2/", "history_url": "https://openmodelweights.com/models/ibm-granite-granite-embedding-small-english-r2/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/ibm-granite-granite-embedding-small-english-r2.json" }, { "id": "comfy-org-qwen-image-comfyui", "name": "Qwen-Image_ComfyUI", "developer": "Comfy-Org", "family": "Qwen-Image_ComfyUI", "variant": "Qwen-Image_ComfyUI", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "diffusion-single-file", "comfyui", "base_model:DiffSynth-Studio/Qwen-Image-Distill-Full", "base_model:finetune:DiffSynth-Studio/Qwen-Image-Distill-Full", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Comfy-Org/Qwen-Image_ComfyUI", "lineage": { "family": "Qwen-Image_ComfyUI", "variant": "Qwen-Image_ComfyUI", "base_model": { "status": "declared", "models": [ "Qwen/Qwen-Image", "Qwen/Qwen-Image-2512", "DiffSynth-Studio/Qwen-Image-Distill-Full" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "diffusion-single-file", "pipeline_tag": null, "declared": [ "diffusion-single-file" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-23T08:06:14.000Z", "created_at": "2025-08-05T02:44:50.000Z", "downloads": 2669799, "likes": 509, "sha": "1f12b17be14c89b026c51a91d67c32f84bb047bc", "library_name": "diffusion-single-file", "pipeline_tag": null, "tags": [ "diffusion-single-file", "comfyui", "base_model:DiffSynth-Studio/Qwen-Image-Distill-Full", "base_model:finetune:DiffSynth-Studio/Qwen-Image-Distill-Full", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/comfy-org-qwen-image-comfyui/", "history_url": "https://openmodelweights.com/models/comfy-org-qwen-image-comfyui/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/comfy-org-qwen-image-comfyui.json" }, { "id": "baai-bge-reranker-base", "name": "bge-reranker-base", "developer": "BAAI", "family": "bge-reranker", "variant": "bge-reranker-base", "model": { "parameters": "0.278045B", "total_parameters_billions": 0.278044931, "context": { "value": 514, "display": "514 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text Classification", "tags": [ "sentence-transformers", "pytorch", "onnx", "safetensors", "xlm-roberta", "mteb", "text-embeddings-inference", "text-classification", "en", "zh", "arxiv:2401.03462", "arxiv:2312.15503", "arxiv:2311.13534", "arxiv:2310.07554", "arxiv:2309.07597", "license:mit", "model-index", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.56, "fp8_int8": 0.28, "int4": 0.14 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/BAAI/bge-reranker-base", "lineage": { "family": "bge-reranker", "variant": "bge-reranker-base", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "text-classification", "declared": [ "ONNX Runtime", "sentence-transformers" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-06-24T14:10:03.000Z", "created_at": "2023-09-11T12:30:04.000Z", "downloads": 4104225, "likes": 248, "sha": "2cfc18c9415c912f9d8155881c133215df768a70", "library_name": "sentence-transformers", "pipeline_tag": "text-classification", "tags": [ "sentence-transformers", "pytorch", "onnx", "safetensors", "xlm-roberta", "mteb", "text-embeddings-inference", "text-classification", "en", "zh", "arxiv:2401.03462", "arxiv:2312.15503", "arxiv:2311.13534", "arxiv:2310.07554", "arxiv:2309.07597", "license:mit", "model-index", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/baai-bge-reranker-base/", "history_url": "https://openmodelweights.com/models/baai-bge-reranker-base/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/baai-bge-reranker-base.json" }, { "id": "qwen-qwen3-1-7b", "name": "Qwen3-1.7B", "developer": "Qwen", "family": "Qwen3", "variant": "Qwen3-1.7B", "model": { "parameters": "2.03174B", "total_parameters_billions": 2.031739904, "context": { "value": 40960, "display": "40,960 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "qwen3", "text-generation", "conversational", "arxiv:2505.09388", "base_model:Qwen/Qwen3-1.7B-Base", "base_model:finetune:Qwen/Qwen3-1.7B-Base", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "region:us", "deploy:sagemaker", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3-1.7B/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3-1.7B/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3-1.7B/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 4.06, "fp8_int8": 2.03, "int4": 1.02 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3-1.7B", "lineage": { "family": "Qwen3", "variant": "Qwen3-1.7B", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3-1.7B-Base" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "MLX", "Ollama", "SGLang", "llama.cpp", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-07-26T03:46:32.000Z", "created_at": "2025-04-27T03:41:05.000Z", "downloads": 3156999, "likes": 561, "sha": "70d244cc86ccca08cf5af4e1e306ecf908b1ad5e", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "qwen3", "text-generation", "conversational", "arxiv:2505.09388", "base_model:Qwen/Qwen3-1.7B-Base", "base_model:finetune:Qwen/Qwen3-1.7B-Base", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen3-1-7b/", "history_url": "https://openmodelweights.com/models/qwen-qwen3-1-7b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen3-1-7b.json" }, { "id": "google-gemma-4-12b-it", "name": "gemma-4-12B-it", "developer": "Google", "family": "gemma-4", "variant": "gemma-4-12B-it", "model": { "parameters": "11.9597B", "total_parameters_billions": 11.959730224, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Any To Any", "tags": [ "transformers", "safetensors", "gemma4_unified", "image-text-to-text", "any-to-any", "arxiv:2607.02770", "base_model:google/gemma-4-12B", "base_model:finetune:google/gemma-4-12B", "license:apache-2.0", "eval-results", "endpoints_compatible", "deploy:sagemaker", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://ai.google.dev/gemma/docs/gemma_4_license", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://ai.google.dev/gemma/docs/gemma_4_license" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://ai.google.dev/gemma/docs/gemma_4_license" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 23.92, "fp8_int8": 11.96, "int4": 5.98 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/google/gemma-4-12B-it", "lineage": { "family": "gemma-4", "variant": "gemma-4-12B-it", "base_model": { "status": "declared", "models": [ "google/gemma-4-12B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "any-to-any", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "llama.cpp" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-07-20T16:42:08.000Z", "created_at": "2026-05-23T01:17:15.000Z", "downloads": 1902430, "likes": 1626, "sha": "707f0a3b8a3c7ad586ed01e27eafbad8a27dd0f7", "library_name": "transformers", "pipeline_tag": "any-to-any", "tags": [ "transformers", "safetensors", "gemma4_unified", "image-text-to-text", "any-to-any", "arxiv:2607.02770", "base_model:google/gemma-4-12B", "base_model:finetune:google/gemma-4-12B", "license:apache-2.0", "eval-results", "endpoints_compatible", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/google-gemma-4-12b-it/", "history_url": "https://openmodelweights.com/models/google-gemma-4-12b-it/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/google-gemma-4-12b-it.json" }, { "id": "cardiffnlp-twitter-roberta-base-sentiment-latest", "name": "twitter-roberta-base-sentiment-latest", "developer": "cardiffnlp", "family": "twitter-roberta-base-sentiment-latest", "variant": "twitter-roberta-base-sentiment-latest", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 514, "display": "514 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text Classification", "tags": [ "transformers", "pytorch", "tf", "roberta", "text-classification", "en", "dataset:tweet_eval", "arxiv:2202.03829", "license:cc-by-4.0", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "cc-by-4.0", "name": "CC BY 4.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed with attribution under CC BY 4.0", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/cardiffnlp/twitter-roberta-base-sentiment-latest", "lineage": { "family": "twitter-roberta-base-sentiment-latest", "variant": "twitter-roberta-base-sentiment-latest", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-classification", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-08-04T07:58:29.000Z", "created_at": "2022-03-15T01:21:58.000Z", "downloads": 2787999, "likes": 833, "sha": "3216a57f2a0d9c45a2e6c20157c20c49fb4bf9c7", "library_name": "transformers", "pipeline_tag": "text-classification", "tags": [ "transformers", "pytorch", "tf", "roberta", "text-classification", "en", "dataset:tweet_eval", "arxiv:2202.03829", "license:cc-by-4.0", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/cardiffnlp-twitter-roberta-base-sentiment-latest/", "history_url": "https://openmodelweights.com/models/cardiffnlp-twitter-roberta-base-sentiment-latest/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/cardiffnlp-twitter-roberta-base-sentiment-latest.json" }, { "id": "baai-bge-small-zh-v1-5", "name": "bge-small-zh-v1.5", "developer": "BAAI", "family": "bge-small-zh-v1.5", "variant": "bge-small-zh-v1.5", "model": { "parameters": "0.0239544B", "total_parameters_billions": 0.023954432, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Embeddings / features", "tags": [ "transformers", "pytorch", "safetensors", "bert", "feature-extraction", "zh", "arxiv:2310.07554", "arxiv:2309.07597", "license:mit", "text-embeddings-inference", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.05, "fp8_int8": 0.02, "int4": 0.01 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/BAAI/bge-small-zh-v1.5", "lineage": { "family": "bge-small-zh-v1.5", "variant": "bge-small-zh-v1.5", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "feature-extraction", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-10-12T03:35:59.000Z", "created_at": "2023-09-12T05:22:29.000Z", "downloads": 4685904, "likes": 145, "sha": "7999e1d3359715c523056ef9478215996d62a620", "library_name": "transformers", "pipeline_tag": "feature-extraction", "tags": [ "transformers", "pytorch", "safetensors", "bert", "feature-extraction", "zh", "arxiv:2310.07554", "arxiv:2309.07597", "license:mit", "text-embeddings-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/baai-bge-small-zh-v1-5/", "history_url": "https://openmodelweights.com/models/baai-bge-small-zh-v1-5/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/baai-bge-small-zh-v1-5.json" }, { "id": "autogluon-chronos-bolt-small", "name": "chronos-bolt-small", "developer": "autogluon", "family": "chronos-bolt-small", "variant": "chronos-bolt-small", "model": { "parameters": "0.047718B", "total_parameters_billions": 0.047718016, "context": { "value": 2048, "display": "2,048 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "chronos_config.context_length" } ] }, "modality": "Time Series Forecasting", "tags": [ "safetensors", "t5", "time series", "forecasting", "pretrained models", "foundation models", "time series foundation models", "time-series", "time-series-forecasting", "arxiv:1910.10683", "arxiv:2403.07815", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.1, "fp8_int8": 0.05, "int4": 0.02 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/autogluon/chronos-bolt-small", "lineage": { "family": "chronos-bolt-small", "variant": "chronos-bolt-small", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": null, "pipeline_tag": "time-series-forecasting", "declared": [], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-10-30T09:20:15.000Z", "created_at": "2024-11-13T13:28:57.000Z", "downloads": 5842895, "likes": 63, "sha": "2e1597a7bae01316fcea6a9da90451890b529096", "library_name": null, "pipeline_tag": "time-series-forecasting", "tags": [ "safetensors", "t5", "time series", "forecasting", "pretrained models", "foundation models", "time series foundation models", "time-series", "time-series-forecasting", "arxiv:1910.10683", "arxiv:2403.07815", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/autogluon-chronos-bolt-small/", "history_url": "https://openmodelweights.com/models/autogluon-chronos-bolt-small/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/autogluon-chronos-bolt-small.json" }, { "id": "google-bert-bert-base-cased", "name": "bert-base-cased", "developer": "google-bert", "family": "bert-base-cased", "variant": "bert-base-cased", "model": { "parameters": "0.108933B", "total_parameters_billions": 0.108932934, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "pytorch", "tf", "jax", "safetensors", "bert", "fill-mask", "exbert", "en", "dataset:bookcorpus", "dataset:wikipedia", "arxiv:1810.04805", "license:apache-2.0", "endpoints_compatible", "region:us", "deploy:sagemaker", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.22, "fp8_int8": 0.11, "int4": 0.05 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/google-bert/bert-base-cased", "lineage": { "family": "bert-base-cased", "variant": "bert-base-cased", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "fill-mask", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-02-19T11:02:26.000Z", "created_at": "2022-03-02T23:29:04.000Z", "downloads": 3475446, "likes": 380, "sha": "cd5ef92a9fb2f889e972770a36d4ed042daf221e", "library_name": "transformers", "pipeline_tag": "fill-mask", "tags": [ "transformers", "pytorch", "tf", "jax", "safetensors", "bert", "fill-mask", "exbert", "en", "dataset:bookcorpus", "dataset:wikipedia", "arxiv:1810.04805", "license:apache-2.0", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/google-bert-bert-base-cased/", "history_url": "https://openmodelweights.com/models/google-bert-bert-base-cased/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/google-bert-bert-base-cased.json" }, { "id": "qwen-qwen3-5-0-8b", "name": "Qwen3.5-0.8B", "developer": "Qwen", "family": "Qwen3.5", "variant": "Qwen3.5-0.8B", "model": { "parameters": "0.873439B", "total_parameters_billions": 0.873438784, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "qwen3_5", "image-text-to-text", "conversational", "base_model:Qwen/Qwen3.5-0.8B-Base", "base_model:finetune:Qwen/Qwen3.5-0.8B-Base", "license:apache-2.0", "eval-results", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3.5-0.8B/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3.5-0.8B/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3.5-0.8B/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1.75, "fp8_int8": 0.87, "int4": 0.44 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3.5-0.8B", "lineage": { "family": "Qwen3.5", "variant": "Qwen3.5-0.8B", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3.5-0.8B-Base" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-03-02T11:26:58.000Z", "created_at": "2026-02-28T23:57:01.000Z", "downloads": 2567642, "likes": 741, "sha": "2fc06364715b967f1860aea9cf38778875588b17", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen3_5", "image-text-to-text", "conversational", "base_model:Qwen/Qwen3.5-0.8B-Base", "base_model:finetune:Qwen/Qwen3.5-0.8B-Base", "license:apache-2.0", "eval-results", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen3-5-0-8b/", "history_url": "https://openmodelweights.com/models/qwen-qwen3-5-0-8b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen3-5-0-8b.json" }, { "id": "samlowe-roberta-base-go-emotions", "name": "roberta-base-go_emotions", "developer": "SamLowe", "family": "roberta-base-go_emotions", "variant": "roberta-base-go_emotions", "model": { "parameters": "0.124668B", "total_parameters_billions": 0.124667678, "context": { "value": 514, "display": "514 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text Classification", "tags": [ "transformers", "pytorch", "safetensors", "roberta", "text-classification", "emotions", "multi-class-classification", "multi-label-classification", "en", "dataset:go_emotions", "doi:10.57967/hf/3548", "license:mit", "text-embeddings-inference", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "mit", "name": "MIT", "url": "https://huggingface.co/SamLowe/roberta-base-go_emotions/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": "https://huggingface.co/SamLowe/roberta-base-go_emotions/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/SamLowe/roberta-base-go_emotions/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.25, "fp8_int8": 0.12, "int4": 0.06 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/SamLowe/roberta-base-go_emotions", "lineage": { "family": "roberta-base-go_emotions", "variant": "roberta-base-go_emotions", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-classification", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "ONNX Runtime" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-05-13T18:23:34.000Z", "created_at": "2022-09-15T13:04:21.000Z", "downloads": 2488770, "likes": 694, "sha": "d75048347613a25d77de8cf6412eaae9fa7b26be", "library_name": "transformers", "pipeline_tag": "text-classification", "tags": [ "transformers", "pytorch", "safetensors", "roberta", "text-classification", "emotions", "multi-class-classification", "multi-label-classification", "en", "dataset:go_emotions", "doi:10.57967/hf/3548", "license:mit", "text-embeddings-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/samlowe-roberta-base-go-emotions/", "history_url": "https://openmodelweights.com/models/samlowe-roberta-base-go-emotions/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/samlowe-roberta-base-go-emotions.json" }, { "id": "jinaai-jina-embeddings-v3", "name": "jina-embeddings-v3", "developer": "jinaai", "family": "jina-embeddings-v3", "variant": "jina-embeddings-v3", "model": { "parameters": "0.57231B", "total_parameters_billions": 0.572310396, "context": { "value": 8194, "display": "8,194 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Embeddings / features", "tags": [ "transformers", "pytorch", "onnx", "safetensors", "feature-extraction", "sentence-similarity", "mteb", "sentence-transformers", "custom_code", "multilingual", "af", "am", "ar", "as", "az", "be", "bg", "bn", "br", "bs" ] }, "license": { "id": "cc-by-nc-4.0", "name": "CC BY-NC 4.0", "url": null, "status": "verified", "commercial_use": { "status": "not-allowed", "label": "Commercial use is not permitted by CC BY-NC 4.0", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1.14, "fp8_int8": 0.57, "int4": 0.29 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/jinaai/jina-embeddings-v3", "lineage": { "family": "jina-embeddings-v3", "variant": "jina-embeddings-v3", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "feature-extraction", "declared": [ "ONNX Runtime", "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-04-08T14:04:08.000Z", "created_at": "2024-09-05T11:56:46.000Z", "downloads": 2089524, "likes": 1157, "sha": "ab036b023d30b4d1138c4c3bfa9f0c445ab455d6", "library_name": "transformers", "pipeline_tag": "feature-extraction", "tags": [ "transformers", "pytorch", "onnx", "safetensors", "feature-extraction", "sentence-similarity", "mteb", "sentence-transformers", "custom_code", "multilingual", "af", "am", "ar", "as", "az", "be", "bg", "bn", "br", "bs", "ca", "cs", "cy", "da", "de", "el", "en", "eo", "es", "et", "eu", "fa", "fi", "fr", "fy", "ga", "gd", "gl", "gu", "ha", "he", "hi", "hr", "hu", "hy", "id", "is", "it", "ja", "jv", "ka", "kk", "km", "kn", "ko", "ku", "ky", "la", "lo", "lt", "lv", "mg", "mk", "ml", "mn", "mr", "ms", "my", "ne", "nl", "no", "om", "or", "pa", "pl", "ps", "pt", "ro", "ru", "sa", "sd", "si", "sk", "sl", "so", "sq", "sr", "su", "sv", "sw", "ta", "te", "th", "tl", "tr", "ug", "uk", "ur", "uz", "vi", "xh", "yi", "zh", "arxiv:2409.10173", "license:cc-by-nc-4.0", "model-index", "eval-results", "region:eu" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/jinaai-jina-embeddings-v3/", "history_url": "https://openmodelweights.com/models/jinaai-jina-embeddings-v3/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/jinaai-jina-embeddings-v3.json" }, { "id": "qwen-qwen3-embedding-8b", "name": "Qwen3-Embedding-8B", "developer": "Qwen", "family": "Qwen3-Embedding", "variant": "Qwen3-Embedding-8B", "model": { "parameters": "7.5673B", "total_parameters_billions": 7.567295488, "context": { "value": 40960, "display": "40,960 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Embeddings / features", "tags": [ "sentence-transformers", "safetensors", "qwen3", "text-generation", "transformers", "sentence-similarity", "feature-extraction", "text-embeddings-inference", "arxiv:2506.05176", "base_model:Qwen/Qwen3-8B-Base", "base_model:finetune:Qwen/Qwen3-8B-Base", "license:apache-2.0", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3-Embedding-8B/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3-Embedding-8B/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3-Embedding-8B/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 15.13, "fp8_int8": 7.57, "int4": 3.78 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3-Embedding-8B", "lineage": { "family": "Qwen3-Embedding", "variant": "Qwen3-Embedding-8B", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3-8B-Base" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "feature-extraction", "declared": [ "Transformers", "sentence-transformers" ], "mentioned_in_model_card": [ "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-07-07T09:02:21.000Z", "created_at": "2025-06-03T14:39:10.000Z", "downloads": 2578179, "likes": 819, "sha": "1d8ad4ca9b3dd8059ad90a75d4983776a23d44af", "library_name": "sentence-transformers", "pipeline_tag": "feature-extraction", "tags": [ "sentence-transformers", "safetensors", "qwen3", "text-generation", "transformers", "sentence-similarity", "feature-extraction", "text-embeddings-inference", "arxiv:2506.05176", "base_model:Qwen/Qwen3-8B-Base", "base_model:finetune:Qwen/Qwen3-8B-Base", "license:apache-2.0", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen3-embedding-8b/", "history_url": "https://openmodelweights.com/models/qwen-qwen3-embedding-8b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen3-embedding-8b.json" }, { "id": "unsloth-qwen3-8-27b-nvfp4", "name": "Qwen3.8-27B-NVFP4", "developer": "unsloth", "family": "Qwen3.8", "variant": "Qwen3.8-27B-NVFP4", "model": { "parameters": "19.8699B", "total_parameters_billions": 19.869895952, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Not declared", "tags": [ "safetensors", "qwen3_5", "unsloth", "base_model:Qwen/Qwen3.8-27B", "base_model:quantized:Qwen/Qwen3.8-27B", "license:apache-2.0", "compressed-tensors", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 39.74, "fp8_int8": 19.87, "int4": 9.93 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/unsloth/Qwen3.8-27B-NVFP4", "lineage": { "family": "Qwen3.8", "variant": "Qwen3.8-27B-NVFP4", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3.8-27B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": null, "pipeline_tag": null, "declared": [], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-08T23:09:24.000Z", "created_at": "2026-08-13T08:28:51.000Z", "downloads": 2423396, "likes": 490, "sha": "f0b7c9e722f5565102fff8481c99e4d86ae099c7", "library_name": null, "pipeline_tag": null, "tags": [ "safetensors", "qwen3_5", "unsloth", "base_model:Qwen/Qwen3.8-27B", "base_model:quantized:Qwen/Qwen3.8-27B", "license:apache-2.0", "compressed-tensors", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/unsloth-qwen3-8-27b-nvfp4/", "history_url": "https://openmodelweights.com/models/unsloth-qwen3-8-27b-nvfp4/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/unsloth-qwen3-8-27b-nvfp4.json" }, { "id": "mistralai-mistral-7b-instruct-v0-2", "name": "Mistral-7B-Instruct-v0.2", "developer": "Mistral AI", "family": "Mistral", "variant": "Mistral-7B-Instruct-v0.2", "model": { "parameters": "7.24173B", "total_parameters_billions": 7.241732096, "context": { "value": 32768, "display": "32,768 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "pytorch", "safetensors", "mistral", "text-generation", "finetuned", "mistral-common", "conversational", "arxiv:2310.06825", "license:apache-2.0", "eval-results", "text-generation-inference", "deploy:azure", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 14.48, "fp8_int8": 7.24, "int4": 3.62 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.2", "lineage": { "family": "Mistral", "variant": "Mistral-7B-Instruct-v0.2", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers", "mistral-common" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-07-24T16:57:21.000Z", "created_at": "2023-12-11T13:18:44.000Z", "downloads": 1698146, "likes": 3238, "sha": "63a8b081895390a26e140280378bc85ec8bce07a", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "pytorch", "safetensors", "mistral", "text-generation", "finetuned", "mistral-common", "conversational", "arxiv:2310.06825", "license:apache-2.0", "eval-results", "text-generation-inference", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/mistralai-mistral-7b-instruct-v0-2/", "history_url": "https://openmodelweights.com/models/mistralai-mistral-7b-instruct-v0-2/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/mistralai-mistral-7b-instruct-v0-2.json" }, { "id": "jonatasgrosman-wav2vec2-large-xlsr-53-portuguese", "name": "wav2vec2-large-xlsr-53-portuguese", "developer": "jonatasgrosman", "family": "wav2vec2-large-xlsr-53-portuguese", "variant": "wav2vec2-large-xlsr-53-portuguese", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Audio → text", "tags": [ "transformers", "pytorch", "jax", "wav2vec2", "automatic-speech-recognition", "audio", "hf-asr-leaderboard", "mozilla-foundation/common_voice_6_0", "pt", "robust-speech-event", "speech", "xlsr-fine-tuning-week", "dataset:common_voice", "dataset:mozilla-foundation/common_voice_6_0", "doi:10.57967/hf/3572", "license:apache-2.0", "model-index", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/jonatasgrosman/wav2vec2-large-xlsr-53-portuguese", "lineage": { "family": "wav2vec2-large-xlsr-53-portuguese", "variant": "wav2vec2-large-xlsr-53-portuguese", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "automatic-speech-recognition", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2022-12-14T01:59:47.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 5643795, "likes": 58, "sha": "634ac655299bcdc46c83bc01da9bab52d2987e4f", "library_name": "transformers", "pipeline_tag": "automatic-speech-recognition", "tags": [ "transformers", "pytorch", "jax", "wav2vec2", "automatic-speech-recognition", "audio", "hf-asr-leaderboard", "mozilla-foundation/common_voice_6_0", "pt", "robust-speech-event", "speech", "xlsr-fine-tuning-week", "dataset:common_voice", "dataset:mozilla-foundation/common_voice_6_0", "doi:10.57967/hf/3572", "license:apache-2.0", "model-index", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/jonatasgrosman-wav2vec2-large-xlsr-53-portuguese/", "history_url": "https://openmodelweights.com/models/jonatasgrosman-wav2vec2-large-xlsr-53-portuguese/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/jonatasgrosman-wav2vec2-large-xlsr-53-portuguese.json" }, { "id": "resembleai-chatterbox", "name": "chatterbox", "developer": "ResembleAI", "family": "chatterbox", "variant": "chatterbox", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text → audio", "tags": [ "chatterbox", "text-to-speech", "speech", "speech-generation", "voice-cloning", "multilingual-tts", "ar", "da", "de", "el", "en", "es", "fi", "fr", "he", "hi", "it", "ja", "ko", "ms" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/ResembleAI/chatterbox", "lineage": { "family": "chatterbox", "variant": "chatterbox", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "chatterbox", "pipeline_tag": "text-to-speech", "declared": [ "chatterbox" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-06-10T21:16:06.000Z", "created_at": "2025-04-24T12:03:33.000Z", "downloads": 1687216, "likes": 1821, "sha": "5bb1f6ee58e50c3b8d408bc82a6d3740c2db6e18", "library_name": "chatterbox", "pipeline_tag": "text-to-speech", "tags": [ "chatterbox", "text-to-speech", "speech", "speech-generation", "voice-cloning", "multilingual-tts", "ar", "da", "de", "el", "en", "es", "fi", "fr", "he", "hi", "it", "ja", "ko", "ms", "nl", "no", "pl", "pt", "ru", "sv", "sw", "tr", "zh", "license:mit", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/resembleai-chatterbox/", "history_url": "https://openmodelweights.com/models/resembleai-chatterbox/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/resembleai-chatterbox.json" }, { "id": "microsoft-florence-2-base", "name": "Florence-2-base", "developer": "Microsoft", "family": "Florence-2", "variant": "Florence-2-base", "model": { "parameters": "0.231568B", "total_parameters_billions": 0.231567705, "context": { "value": 1024, "display": "1,024 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "pytorch", "safetensors", "florence2", "image-text-to-text", "vision", "custom_code", "arxiv:2311.06242", "license:mit", "endpoints_compatible", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": "https://huggingface.co/microsoft/Florence-2-base/resolve/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": "https://huggingface.co/microsoft/Florence-2-base/resolve/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/microsoft/Florence-2-base/resolve/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.46, "fp8_int8": 0.23, "int4": 0.12 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/microsoft/Florence-2-base", "lineage": { "family": "Florence-2", "variant": "Florence-2-base", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-08-04T17:36:57.000Z", "created_at": "2024-06-15T00:57:24.000Z", "downloads": 3069227, "likes": 402, "sha": "5ca5edf5bd017b9919c05d08aebef5e4c7ac3bac", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "pytorch", "safetensors", "florence2", "image-text-to-text", "vision", "custom_code", "arxiv:2311.06242", "license:mit", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/microsoft-florence-2-base/", "history_url": "https://openmodelweights.com/models/microsoft-florence-2-base/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/microsoft-florence-2-base.json" }, { "id": "qwen-qwen3-vl-2b-instruct", "name": "Qwen3-VL-2B-Instruct", "developer": "Qwen", "family": "Qwen3-VL", "variant": "Qwen3-VL-2B-Instruct", "model": { "parameters": "2.12753B", "total_parameters_billions": 2.127532032, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "qwen3_vl", "image-text-to-text", "conversational", "arxiv:2505.09388", "arxiv:2502.13923", "arxiv:2409.12191", "arxiv:2308.12966", "license:apache-2.0", "eval-results", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 4.26, "fp8_int8": 2.13, "int4": 1.06 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3-VL-2B-Instruct", "lineage": { "family": "Qwen3-VL", "variant": "Qwen3-VL-2B-Instruct", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-10-23T11:30:44.000Z", "created_at": "2025-10-19T13:13:24.000Z", "downloads": 2865598, "likes": 477, "sha": "89644892e4d85e24eaac8bacfd4f463576704203", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen3_vl", "image-text-to-text", "conversational", "arxiv:2505.09388", "arxiv:2502.13923", "arxiv:2409.12191", "arxiv:2308.12966", "license:apache-2.0", "eval-results", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen3-vl-2b-instruct/", "history_url": "https://openmodelweights.com/models/qwen-qwen3-vl-2b-instruct/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen3-vl-2b-instruct.json" }, { "id": "google-t5-t5-base", "name": "t5-base", "developer": "google-t5", "family": "t5", "variant": "t5-base", "model": { "parameters": "0.222904B", "total_parameters_billions": 0.222903936, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Translation", "tags": [ "transformers", "pytorch", "tf", "jax", "rust", "safetensors", "t5", "text2text-generation", "summarization", "translation", "en", "fr", "ro", "de", "dataset:c4", "arxiv:1805.12471", "arxiv:1708.00055", "arxiv:1704.05426", "arxiv:1606.05250", "arxiv:1808.09121" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.45, "fp8_int8": 0.22, "int4": 0.11 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/google-t5/t5-base", "lineage": { "family": "t5", "variant": "t5-base", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "translation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-02-14T17:21:55.000Z", "created_at": "2022-03-02T23:29:04.000Z", "downloads": 2493253, "likes": 793, "sha": "a9723ea7f1b39c1eae772870f3b547bf6ef7e6c1", "library_name": "transformers", "pipeline_tag": "translation", "tags": [ "transformers", "pytorch", "tf", "jax", "rust", "safetensors", "t5", "text2text-generation", "summarization", "translation", "en", "fr", "ro", "de", "dataset:c4", "arxiv:1805.12471", "arxiv:1708.00055", "arxiv:1704.05426", "arxiv:1606.05250", "arxiv:1808.09121", "arxiv:1810.12885", "arxiv:1905.10044", "arxiv:1910.09700", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/google-t5-t5-base/", "history_url": "https://openmodelweights.com/models/google-t5-t5-base/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/google-t5-t5-base.json" }, { "id": "zai-org-glm-4-7-flash", "name": "GLM-4.7-Flash", "developer": "Z.ai", "family": "GLM-4.7-Flash", "variant": "GLM-4.7-Flash", "model": { "parameters": "31.2215B", "total_parameters_billions": 31.221488576, "context": { "value": 202752, "display": "202,752 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "glm4_moe_lite", "text-generation", "conversational", "en", "zh", "arxiv:2508.06471", "license:mit", "eval-results", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 62.44, "fp8_int8": 31.22, "int4": 15.61 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/zai-org/GLM-4.7-Flash", "lineage": { "family": "GLM-4.7-Flash", "variant": "GLM-4.7-Flash", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-01-29T08:06:19.000Z", "created_at": "2026-01-19T06:28:10.000Z", "downloads": 1779623, "likes": 1858, "sha": "7dd20894a642a0aa287e9827cb1a1f7f91386b67", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "glm4_moe_lite", "text-generation", "conversational", "en", "zh", "arxiv:2508.06471", "license:mit", "eval-results", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/zai-org-glm-4-7-flash/", "history_url": "https://openmodelweights.com/models/zai-org-glm-4-7-flash/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/zai-org-glm-4-7-flash.json" }, { "id": "facebookai-xlm-roberta-large", "name": "xlm-roberta-large", "developer": "FacebookAI", "family": "xlm-roberta-large", "variant": "xlm-roberta-large", "model": { "parameters": "0.561192B", "total_parameters_billions": 0.561192082, "context": { "value": 514, "display": "514 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "pytorch", "tf", "jax", "onnx", "safetensors", "xlm-roberta", "fill-mask", "exbert", "multilingual", "af", "am", "ar", "as", "az", "be", "bg", "bn", "br", "bs" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1.12, "fp8_int8": 0.56, "int4": 0.28 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/FacebookAI/xlm-roberta-large", "lineage": { "family": "xlm-roberta-large", "variant": "xlm-roberta-large", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "fill-mask", "declared": [ "ONNX Runtime", "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-02-19T12:48:30.000Z", "created_at": "2022-03-02T23:29:04.000Z", "downloads": 2773549, "likes": 538, "sha": "c23d21b0620b635a76227c604d44e43a9f0ee389", "library_name": "transformers", "pipeline_tag": "fill-mask", "tags": [ "transformers", "pytorch", "tf", "jax", "onnx", "safetensors", "xlm-roberta", "fill-mask", "exbert", "multilingual", "af", "am", "ar", "as", "az", "be", "bg", "bn", "br", "bs", "ca", "cs", "cy", "da", "de", "el", "en", "eo", "es", "et", "eu", "fa", "fi", "fr", "fy", "ga", "gd", "gl", "gu", "ha", "he", "hi", "hr", "hu", "hy", "id", "is", "it", "ja", "jv", "ka", "kk", "km", "kn", "ko", "ku", "ky", "la", "lo", "lt", "lv", "mg", "mk", "ml", "mn", "mr", "ms", "my", "ne", "nl", "no", "om", "or", "pa", "pl", "ps", "pt", "ro", "ru", "sa", "sd", "si", "sk", "sl", "so", "sq", "sr", "su", "sv", "sw", "ta", "te", "th", "tl", "tr", "ug", "uk", "ur", "uz", "vi", "xh", "yi", "zh", "arxiv:1911.02116", "license:mit", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/facebookai-xlm-roberta-large/", "history_url": "https://openmodelweights.com/models/facebookai-xlm-roberta-large/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/facebookai-xlm-roberta-large.json" }, { "id": "qwen-qwen2-5-vl-3b-instruct", "name": "Qwen2.5-VL-3B-Instruct", "developer": "Qwen", "family": "Qwen2.5-VL", "variant": "Qwen2.5-VL-3B-Instruct", "model": { "parameters": "3.75462B", "total_parameters_billions": 3.754622976, "context": { "value": 128000, "display": "128,000 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "qwen2_5_vl", "image-text-to-text", "multimodal", "conversational", "en", "arxiv:2309.00071", "arxiv:2409.12191", "arxiv:2308.12966", "eval-results", "text-generation-inference", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": null, "name": "Qwen Research License", "url": "https://huggingface.co/Qwen/Qwen2.5-VL-3B-Instruct/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "separate-license-required", "label": "Commercial use requires a separate Qwen license", "basis": "https://huggingface.co/Qwen/Qwen2.5-VL-3B-Instruct/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen2.5-VL-3B-Instruct/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 7.51, "fp8_int8": 3.75, "int4": 1.88 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen2.5-VL-3B-Instruct", "lineage": { "family": "Qwen2.5-VL", "variant": "Qwen2.5-VL-3B-Instruct", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-04-06T16:23:42.000Z", "created_at": "2025-01-26T09:25:35.000Z", "downloads": 2427836, "likes": 709, "sha": "66285546d2b821cf421d4f5eb2576359d3770cd3", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen2_5_vl", "image-text-to-text", "multimodal", "conversational", "en", "arxiv:2309.00071", "arxiv:2409.12191", "arxiv:2308.12966", "eval-results", "text-generation-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen2-5-vl-3b-instruct/", "history_url": "https://openmodelweights.com/models/qwen-qwen2-5-vl-3b-instruct/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen2-5-vl-3b-instruct.json" }, { "id": "zai-org-glm-5-3", "name": "GLM-5.3", "developer": "Z.ai", "family": "GLM-5.3", "variant": "GLM-5.3", "model": { "parameters": "753.33B", "total_parameters_billions": 753.32994048, "context": { "value": 1048576, "display": "1,048,576 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "glm_moe_dsa", "text-generation", "conversational", "en", "zh", "arxiv:2602.15763", "license:other", "eval-results", "endpoints_compatible", "fp8", "region:us", "deploy:sagemaker" ] }, "license": { "id": "other", "name": "glm-5.3", "url": "https://huggingface.co/zai-org/GLM-5.3/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "License text grants broad use including sale, subject to its stated conditions", "basis": "https://huggingface.co/zai-org/GLM-5.3/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/zai-org/GLM-5.3/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1506.66, "fp8_int8": 753.33, "int4": 376.66 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/zai-org/GLM-5.3", "lineage": { "family": "GLM-5.3", "variant": "GLM-5.3", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-04T06:41:23.000Z", "created_at": "2026-08-25T06:42:50.000Z", "downloads": 1413372, "likes": 2056, "sha": "aca966e4e02791568aa6a4ced368624b3d897f42", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "glm_moe_dsa", "text-generation", "conversational", "en", "zh", "arxiv:2602.15763", "license:other", "eval-results", "endpoints_compatible", "fp8", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/zai-org-glm-5-3/", "history_url": "https://openmodelweights.com/models/zai-org-glm-5-3/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/zai-org-glm-5-3.json" }, { "id": "microsoft-deberta-v3-base", "name": "deberta-v3-base", "developer": "Microsoft", "family": "deberta-v3", "variant": "deberta-v3-base", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "pytorch", "tf", "rust", "deberta-v2", "deberta", "deberta-v3", "fill-mask", "en", "arxiv:2006.03654", "arxiv:2111.09543", "license:mit", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/microsoft/deberta-v3-base", "lineage": { "family": "deberta-v3", "variant": "deberta-v3-base", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "fill-mask", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2022-09-22T12:34:19.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 2743885, "likes": 447, "sha": "8ccc9b6f36199bec6961081d44eb72fb3f7353f3", "library_name": "transformers", "pipeline_tag": "fill-mask", "tags": [ "transformers", "pytorch", "tf", "rust", "deberta-v2", "deberta", "deberta-v3", "fill-mask", "en", "arxiv:2006.03654", "arxiv:2111.09543", "license:mit", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/microsoft-deberta-v3-base/", "history_url": "https://openmodelweights.com/models/microsoft-deberta-v3-base/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/microsoft-deberta-v3-base.json" }, { "id": "qwen-qwen3-5-27b", "name": "Qwen3.5-27B", "developer": "Qwen", "family": "Qwen3.5", "variant": "Qwen3.5-27B", "model": { "parameters": "27.7814B", "total_parameters_billions": 27.781427952, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "qwen3_5", "image-text-to-text", "conversational", "license:apache-2.0", "eval-results", "endpoints_compatible", "region:us", "deploy:sagemaker", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3.5-27B/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3.5-27B/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3.5-27B/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 55.56, "fp8_int8": 27.78, "int4": 13.89 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3.5-27B", "lineage": { "family": "Qwen3.5", "variant": "Qwen3.5-27B", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-04-24T02:54:49.000Z", "created_at": "2026-02-24T09:41:56.000Z", "downloads": 1862448, "likes": 1056, "sha": "fc05daec18b0a78c049392ed2e771dde82bdf654", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen3_5", "image-text-to-text", "conversational", "license:apache-2.0", "eval-results", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen3-5-27b/", "history_url": "https://openmodelweights.com/models/qwen-qwen3-5-27b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen3-5-27b.json" }, { "id": "dphn-dolphin-2-9-1-yi-1-5-34b", "name": "dolphin-2.9.1-yi-1.5-34b", "developer": "dphn", "family": "dolphin-2.9.1-yi-1.5", "variant": "dolphin-2.9.1-yi-1.5-34b", "model": { "parameters": "34.3889B", "total_parameters_billions": 34.388917248, "context": { "value": 8192, "display": "8,192 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "llama", "text-generation", "generated_from_trainer", "axolotl", "conversational", "dataset:cognitivecomputations/Dolphin-2.9", "dataset:teknium/OpenHermes-2.5", "dataset:m-a-p/CodeFeedback-Filtered-Instruction", "dataset:cognitivecomputations/dolphin-coder", "dataset:cognitivecomputations/samantha-data", "dataset:microsoft/orca-math-word-problems-200k", "dataset:Locutusque/function-calling-chatml", "dataset:internlm/Agent-FLAN", "base_model:01-ai/Yi-1.5-34B", "base_model:finetune:01-ai/Yi-1.5-34B", "license:apache-2.0", "text-generation-inference", "endpoints_compatible" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 68.78, "fp8_int8": 34.39, "int4": 17.19 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/dphn/dolphin-2.9.1-yi-1.5-34b", "lineage": { "family": "dolphin-2.9.1-yi-1.5", "variant": "dolphin-2.9.1-yi-1.5-34b", "base_model": { "status": "declared", "models": [ "01-ai/Yi-1.5-34B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-09-08T05:56:56.000Z", "created_at": "2024-05-18T04:50:56.000Z", "downloads": 4733097, "likes": 69, "sha": "0141cba238d0faad09bc240ea7af14c9ea5aec44", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "llama", "text-generation", "generated_from_trainer", "axolotl", "conversational", "dataset:cognitivecomputations/Dolphin-2.9", "dataset:teknium/OpenHermes-2.5", "dataset:m-a-p/CodeFeedback-Filtered-Instruction", "dataset:cognitivecomputations/dolphin-coder", "dataset:cognitivecomputations/samantha-data", "dataset:microsoft/orca-math-word-problems-200k", "dataset:Locutusque/function-calling-chatml", "dataset:internlm/Agent-FLAN", "base_model:01-ai/Yi-1.5-34B", "base_model:finetune:01-ai/Yi-1.5-34B", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/dphn-dolphin-2-9-1-yi-1-5-34b/", "history_url": "https://openmodelweights.com/models/dphn-dolphin-2-9-1-yi-1-5-34b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/dphn-dolphin-2-9-1-yi-1-5-34b.json" }, { "id": "qwen-qwen2-5-coder-7b-instruct", "name": "Qwen2.5-Coder-7B-Instruct", "developer": "Qwen", "family": "Qwen2.5-Coder", "variant": "Qwen2.5-Coder-7B-Instruct", "model": { "parameters": "7.61562B", "total_parameters_billions": 7.615616512, "context": { "value": 32768, "display": "32,768 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "qwen2", "text-generation", "code", "codeqwen", "chat", "qwen", "qwen-coder", "conversational", "en", "arxiv:2409.12186", "arxiv:2309.00071", "arxiv:2407.10671", "base_model:Qwen/Qwen2.5-Coder-7B", "base_model:finetune:Qwen/Qwen2.5-Coder-7B", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen2.5-Coder-7B-Instruct/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen2.5-Coder-7B-Instruct/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen2.5-Coder-7B-Instruct/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 15.23, "fp8_int8": 7.62, "int4": 3.81 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen2.5-Coder-7B-Instruct", "lineage": { "family": "Qwen2.5-Coder", "variant": "Qwen2.5-Coder-7B-Instruct", "base_model": { "status": "declared", "models": [ "Qwen/Qwen2.5-Coder-7B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-01-12T02:03:41.000Z", "created_at": "2024-09-17T13:38:49.000Z", "downloads": 2261270, "likes": 812, "sha": "c03e6d358207e414f1eca0bb1891e29f1db0e242", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "qwen2", "text-generation", "code", "codeqwen", "chat", "qwen", "qwen-coder", "conversational", "en", "arxiv:2409.12186", "arxiv:2309.00071", "arxiv:2407.10671", "base_model:Qwen/Qwen2.5-Coder-7B", "base_model:finetune:Qwen/Qwen2.5-Coder-7B", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen2-5-coder-7b-instruct/", "history_url": "https://openmodelweights.com/models/qwen-qwen2-5-coder-7b-instruct/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen2-5-coder-7b-instruct.json" }, { "id": "cross-encoder-ms-marco-minilm-l4-v2", "name": "ms-marco-MiniLM-L4-v2", "developer": "cross-encoder", "family": "ms-marco-MiniLM-L4-v2", "variant": "ms-marco-MiniLM-L4-v2", "model": { "parameters": "0.0191652B", "total_parameters_billions": 0.019165185, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text Ranking", "tags": [ "sentence-transformers", "pytorch", "jax", "onnx", "safetensors", "openvino", "bert", "text-classification", "transformers", "text-ranking", "en", "dataset:sentence-transformers/msmarco", "base_model:cross-encoder/ms-marco-MiniLM-L12-v2", "base_model:quantized:cross-encoder/ms-marco-MiniLM-L12-v2", "license:apache-2.0", "text-embeddings-inference", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.04, "fp8_int8": 0.02, "int4": 0.01 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/cross-encoder/ms-marco-MiniLM-L4-v2", "lineage": { "family": "ms-marco-MiniLM-L4-v2", "variant": "ms-marco-MiniLM-L4-v2", "base_model": { "status": "declared", "models": [ "cross-encoder/ms-marco-MiniLM-L12-v2" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "text-ranking", "declared": [ "ONNX Runtime", "Transformers", "sentence-transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-08-29T14:36:22.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 5962375, "likes": 31, "sha": "777b2f369bc1c2f850df8bd367ed1654bda4497b", "library_name": "sentence-transformers", "pipeline_tag": "text-ranking", "tags": [ "sentence-transformers", "pytorch", "jax", "onnx", "safetensors", "openvino", "bert", "text-classification", "transformers", "text-ranking", "en", "dataset:sentence-transformers/msmarco", "base_model:cross-encoder/ms-marco-MiniLM-L12-v2", "base_model:quantized:cross-encoder/ms-marco-MiniLM-L12-v2", "license:apache-2.0", "text-embeddings-inference", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/cross-encoder-ms-marco-minilm-l4-v2/", "history_url": "https://openmodelweights.com/models/cross-encoder-ms-marco-minilm-l4-v2/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/cross-encoder-ms-marco-minilm-l4-v2.json" }, { "id": "kijai-wanvideo-comfy", "name": "WanVideo_comfy", "developer": "Kijai", "family": "WanVideo_comfy", "variant": "WanVideo_comfy", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "diffusion-single-file", "comfyui", "base_model:Wan-AI/Wan2.1-VACE-1.3B", "base_model:finetune:Wan-AI/Wan2.1-VACE-1.3B", "region:us" ] }, "license": { "id": null, "name": "Not declared in model-card metadata", "url": null, "status": "not-disclosed", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Kijai/WanVideo_comfy", "lineage": { "family": "WanVideo_comfy", "variant": "WanVideo_comfy", "base_model": { "status": "declared", "models": [ "Wan-AI/Wan2.1-VACE-14B", "Wan-AI/Wan2.1-VACE-1.3B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "diffusion-single-file", "pipeline_tag": null, "declared": [ "diffusion-single-file" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-06-13T16:56:23.000Z", "created_at": "2025-02-25T17:54:17.000Z", "downloads": 1366385, "likes": 2518, "sha": "8260d429d19fd7a72304cad059160b95d843913f", "library_name": "diffusion-single-file", "pipeline_tag": null, "tags": [ "diffusion-single-file", "comfyui", "base_model:Wan-AI/Wan2.1-VACE-1.3B", "base_model:finetune:Wan-AI/Wan2.1-VACE-1.3B", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "not-disclosed", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/kijai-wanvideo-comfy/", "history_url": "https://openmodelweights.com/models/kijai-wanvideo-comfy/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/kijai-wanvideo-comfy.json" }, { "id": "laion-clip-vit-b-32-laion2b-s34b-b79k", "name": "CLIP-ViT-B-32-laion2B-s34B-b79K", "developer": "laion", "family": "CLIP-ViT-B-32-laion2B-s34B-b79K", "variant": "CLIP-ViT-B-32-laion2B-s34B-b79K", "model": { "parameters": "0.151277B", "total_parameters_billions": 0.151277439, "context": { "value": 77, "display": "77 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Zero Shot Image Classification", "tags": [ "open_clip", "pytorch", "safetensors", "clip", "zero-shot-image-classification", "arxiv:1910.04867", "license:mit", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.3, "fp8_int8": 0.15, "int4": 0.08 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/laion/CLIP-ViT-B-32-laion2B-s34B-b79K", "lineage": { "family": "CLIP-ViT-B-32-laion2B-s34B-b79K", "variant": "CLIP-ViT-B-32-laion2B-s34B-b79K", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "open_clip", "pipeline_tag": "zero-shot-image-classification", "declared": [ "open_clip" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-01-22T04:41:33.000Z", "created_at": "2022-09-14T22:49:28.000Z", "downloads": 3726359, "likes": 145, "sha": "1a25a446712ba5ee05982a381eed697ef9b435cf", "library_name": "open_clip", "pipeline_tag": "zero-shot-image-classification", "tags": [ "open_clip", "pytorch", "safetensors", "clip", "zero-shot-image-classification", "arxiv:1910.04867", "license:mit", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/laion-clip-vit-b-32-laion2b-s34b-b79k/", "history_url": "https://openmodelweights.com/models/laion-clip-vit-b-32-laion2b-s34b-b79k/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/laion-clip-vit-b-32-laion2b-s34b-b79k.json" }, { "id": "deepseek-ai-deepseek-v3-0324", "name": "DeepSeek-V3-0324", "developer": "DeepSeek", "family": "DeepSeek-V3-0324", "variant": "DeepSeek-V3-0324", "model": { "parameters": "684.531B", "total_parameters_billions": 684.531386, "context": { "value": 163840, "display": "163,840 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "deepseek_v3", "text-generation", "conversational", "custom_code", "arxiv:2412.19437", "license:mit", "eval-results", "text-generation-inference", "endpoints_compatible", "fp8", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": "https://huggingface.co/deepseek-ai/DeepSeek-V3-0324/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": "https://huggingface.co/deepseek-ai/DeepSeek-V3-0324/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/deepseek-ai/DeepSeek-V3-0324/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1369.06, "fp8_int8": 684.53, "int4": 342.27 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/deepseek-ai/DeepSeek-V3-0324", "lineage": { "family": "DeepSeek-V3-0324", "variant": "DeepSeek-V3-0324", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-03-27T04:01:53.000Z", "created_at": "2025-03-24T09:28:22.000Z", "downloads": 1474649, "likes": 3178, "sha": "e9b33add76883f293d6bf61f6bd89b497e80e335", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "deepseek_v3", "text-generation", "conversational", "custom_code", "arxiv:2412.19437", "license:mit", "eval-results", "text-generation-inference", "endpoints_compatible", "fp8", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/deepseek-ai-deepseek-v3-0324/", "history_url": "https://openmodelweights.com/models/deepseek-ai-deepseek-v3-0324/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/deepseek-ai-deepseek-v3-0324.json" }, { "id": "xenova-all-minilm-l6-v2", "name": "all-MiniLM-L6-v2", "developer": "Xenova", "family": "all-MiniLM-L6-v2", "variant": "all-MiniLM-L6-v2", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Embeddings / features", "tags": [ "transformers.js", "onnx", "bert", "feature-extraction", "base_model:sentence-transformers/all-MiniLM-L6-v2", "base_model:quantized:sentence-transformers/all-MiniLM-L6-v2", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "ONNX" ], "repository": "https://huggingface.co/Xenova/all-MiniLM-L6-v2", "lineage": { "family": "all-MiniLM-L6-v2", "variant": "all-MiniLM-L6-v2", "base_model": { "status": "declared", "models": [ "sentence-transformers/all-MiniLM-L6-v2" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "transformers.js", "pipeline_tag": "feature-extraction", "declared": [ "ONNX Runtime", "transformers.js" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-07-22T16:42:24.000Z", "created_at": "2023-05-02T22:46:15.000Z", "downloads": 3644306, "likes": 152, "sha": "751bff37182d3f1213fa05d7196b954e230abad9", "library_name": "transformers.js", "pipeline_tag": "feature-extraction", "tags": [ "transformers.js", "onnx", "bert", "feature-extraction", "base_model:sentence-transformers/all-MiniLM-L6-v2", "base_model:quantized:sentence-transformers/all-MiniLM-L6-v2", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/xenova-all-minilm-l6-v2/", "history_url": "https://openmodelweights.com/models/xenova-all-minilm-l6-v2/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/xenova-all-minilm-l6-v2.json" }, { "id": "datalab-to-chandra-ocr-2", "name": "chandra-ocr-2", "developer": "datalab-to", "family": "chandra-ocr-2", "variant": "chandra-ocr-2", "model": { "parameters": "5.29556B", "total_parameters_billions": 5.295564288, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "qwen3_5", "image-text-to-text", "ocr", "pdf", "markdown", "layout", "conversational", "license:openrail", "eval-results", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "openrail", "name": "openrail", "url": "https://huggingface.co/datalab-to/chandra-ocr-2/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": "https://huggingface.co/datalab-to/chandra-ocr-2/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/datalab-to/chandra-ocr-2/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 10.59, "fp8_int8": 5.3, "int4": 2.65 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/datalab-to/chandra-ocr-2", "lineage": { "family": "chandra-ocr-2", "variant": "chandra-ocr-2", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-06-26T10:30:43.000Z", "created_at": "2026-03-16T20:47:07.000Z", "downloads": 2080789, "likes": 530, "sha": "af93b47dba1b47b6640c86ccf487ed2260ab9a09", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen3_5", "image-text-to-text", "ocr", "pdf", "markdown", "layout", "conversational", "license:openrail", "eval-results", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "unknown", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/datalab-to-chandra-ocr-2/", "history_url": "https://openmodelweights.com/models/datalab-to-chandra-ocr-2/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/datalab-to-chandra-ocr-2.json" }, { "id": "jonatasgrosman-wav2vec2-large-xlsr-53-russian", "name": "wav2vec2-large-xlsr-53-russian", "developer": "jonatasgrosman", "family": "wav2vec2-large-xlsr-53-russian", "variant": "wav2vec2-large-xlsr-53-russian", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Audio → text", "tags": [ "transformers", "pytorch", "jax", "wav2vec2", "automatic-speech-recognition", "audio", "hf-asr-leaderboard", "mozilla-foundation/common_voice_6_0", "robust-speech-event", "ru", "speech", "xlsr-fine-tuning-week", "dataset:common_voice", "dataset:mozilla-foundation/common_voice_6_0", "doi:10.57967/hf/3571", "license:apache-2.0", "model-index", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/jonatasgrosman/wav2vec2-large-xlsr-53-russian", "lineage": { "family": "wav2vec2-large-xlsr-53-russian", "variant": "wav2vec2-large-xlsr-53-russian", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "automatic-speech-recognition", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2022-12-14T01:58:43.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 4334286, "likes": 77, "sha": "2329100508896c6d9b157019803ab5601e6f3406", "library_name": "transformers", "pipeline_tag": "automatic-speech-recognition", "tags": [ "transformers", "pytorch", "jax", "wav2vec2", "automatic-speech-recognition", "audio", "hf-asr-leaderboard", "mozilla-foundation/common_voice_6_0", "robust-speech-event", "ru", "speech", "xlsr-fine-tuning-week", "dataset:common_voice", "dataset:mozilla-foundation/common_voice_6_0", "doi:10.57967/hf/3571", "license:apache-2.0", "model-index", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/jonatasgrosman-wav2vec2-large-xlsr-53-russian/", "history_url": "https://openmodelweights.com/models/jonatasgrosman-wav2vec2-large-xlsr-53-russian/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/jonatasgrosman-wav2vec2-large-xlsr-53-russian.json" }, { "id": "mixedbread-ai-mxbai-embed-large-v1", "name": "mxbai-embed-large-v1", "developer": "mixedbread-ai", "family": "mxbai-embed-large-v1", "variant": "mxbai-embed-large-v1", "model": { "parameters": "0.335142B", "total_parameters_billions": 0.335141888, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Embeddings / features", "tags": [ "sentence-transformers", "onnx", "safetensors", "openvino", "gguf", "bert", "feature-extraction", "mteb", "transformers.js", "transformers", "en", "arxiv:2309.12871", "license:apache-2.0", "model-index", "text-embeddings-inference", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/mixedbread-ai/mxbai-embed-large-v1/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/mixedbread-ai/mxbai-embed-large-v1/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/mixedbread-ai/mxbai-embed-large-v1/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.67, "fp8_int8": 0.34, "int4": 0.17 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "GGUF", "ONNX" ], "repository": "https://huggingface.co/mixedbread-ai/mxbai-embed-large-v1", "lineage": { "family": "mxbai-embed-large-v1", "variant": "mxbai-embed-large-v1", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "feature-extraction", "declared": [ "ONNX Runtime", "Transformers", "sentence-transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "GGUF artifact present (commonly used with llama.cpp-compatible runtimes)", "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-01-23T11:59:58.000Z", "created_at": "2024-03-07T15:45:34.000Z", "downloads": 1983334, "likes": 826, "sha": "b33106f585b9ce46904ad7443a3b52b7a63e231c", "library_name": "sentence-transformers", "pipeline_tag": "feature-extraction", "tags": [ "sentence-transformers", "onnx", "safetensors", "openvino", "gguf", "bert", "feature-extraction", "mteb", "transformers.js", "transformers", "en", "arxiv:2309.12871", "license:apache-2.0", "model-index", "text-embeddings-inference", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/mixedbread-ai-mxbai-embed-large-v1/", "history_url": "https://openmodelweights.com/models/mixedbread-ai-mxbai-embed-large-v1/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/mixedbread-ai-mxbai-embed-large-v1.json" }, { "id": "deepseek-ai-deepseek-v3", "name": "DeepSeek-V3", "developer": "DeepSeek", "family": "DeepSeek-V3", "variant": "DeepSeek-V3", "model": { "parameters": "684.531B", "total_parameters_billions": 684.531386, "context": { "value": 163840, "display": "163,840 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "deepseek_v3", "text-generation", "conversational", "custom_code", "arxiv:2412.19437", "eval-results", "text-generation-inference", "endpoints_compatible", "fp8", "region:us" ] }, "license": { "id": null, "name": "Not declared in model-card metadata", "url": null, "status": "not-disclosed", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1369.06, "fp8_int8": 684.53, "int4": 342.27 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/deepseek-ai/DeepSeek-V3", "lineage": { "family": "DeepSeek-V3", "variant": "DeepSeek-V3", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "TensorRT-LLM", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-03-27T04:01:45.000Z", "created_at": "2024-12-25T12:52:23.000Z", "downloads": 1278172, "likes": 4389, "sha": "e815299b0bcbac849fa540c768ef21845365c9eb", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "deepseek_v3", "text-generation", "conversational", "custom_code", "arxiv:2412.19437", "eval-results", "text-generation-inference", "endpoints_compatible", "fp8", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "not-disclosed", "commercial_use": "unknown", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/deepseek-ai-deepseek-v3/", "history_url": "https://openmodelweights.com/models/deepseek-ai-deepseek-v3/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/deepseek-ai-deepseek-v3.json" }, { "id": "circlestone-labs-anima", "name": "Anima", "developer": "circlestone-labs", "family": "Anima", "variant": "Anima", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "diffusion-single-file", "comfyui", "base_model:nvidia/Cosmos-Predict2-2B-Text2Image", "base_model:finetune:nvidia/Cosmos-Predict2-2B-Text2Image", "license:other", "region:us" ] }, "license": { "id": "other", "name": "circlestone-labs-non-commercial-license", "url": "https://huggingface.co/circlestone-labs/Anima/blob/main/LICENSE.md", "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": "https://huggingface.co/circlestone-labs/Anima/blob/main/LICENSE.md" }, "repository_license_files": [ "LICENSE.md" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/circlestone-labs/Anima/blob/main/LICENSE.md" } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/circlestone-labs/Anima", "lineage": { "family": "Anima", "variant": "Anima", "base_model": { "status": "declared", "models": [ "nvidia/Cosmos-Predict2-2B-Text2Image" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "diffusion-single-file", "pipeline_tag": null, "declared": [ "diffusion-single-file" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-24T23:52:12.000Z", "created_at": "2026-01-29T21:17:57.000Z", "downloads": 1238203, "likes": 2341, "sha": "f973fc41ec7545364ac9776c2440285f43ff2a30", "library_name": "diffusion-single-file", "pipeline_tag": null, "tags": [ "diffusion-single-file", "comfyui", "base_model:nvidia/Cosmos-Predict2-2B-Text2Image", "base_model:finetune:nvidia/Cosmos-Predict2-2B-Text2Image", "license:other", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/circlestone-labs-anima/", "history_url": "https://openmodelweights.com/models/circlestone-labs-anima/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/circlestone-labs-anima.json" }, { "id": "baai-bge-reranker-large", "name": "bge-reranker-large", "developer": "BAAI", "family": "bge-reranker-large", "variant": "bge-reranker-large", "model": { "parameters": "0.559892B", "total_parameters_billions": 0.559891971, "context": { "value": 514, "display": "514 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Embeddings / features", "tags": [ "transformers", "pytorch", "onnx", "safetensors", "xlm-roberta", "text-classification", "mteb", "feature-extraction", "en", "zh", "arxiv:2401.03462", "arxiv:2312.15503", "arxiv:2311.13534", "arxiv:2310.07554", "arxiv:2309.07597", "license:mit", "model-index", "text-embeddings-inference", "endpoints_compatible", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1.12, "fp8_int8": 0.56, "int4": 0.28 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/BAAI/bge-reranker-large", "lineage": { "family": "bge-reranker-large", "variant": "bge-reranker-large", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "feature-extraction", "declared": [ "ONNX Runtime", "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-05-11T13:39:02.000Z", "created_at": "2023-09-12T07:39:18.000Z", "downloads": 2432633, "likes": 471, "sha": "55611d7bca2a7133960a6d3b71e083071bbfc312", "library_name": "transformers", "pipeline_tag": "feature-extraction", "tags": [ "transformers", "pytorch", "onnx", "safetensors", "xlm-roberta", "text-classification", "mteb", "feature-extraction", "en", "zh", "arxiv:2401.03462", "arxiv:2312.15503", "arxiv:2311.13534", "arxiv:2310.07554", "arxiv:2309.07597", "license:mit", "model-index", "text-embeddings-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/baai-bge-reranker-large/", "history_url": "https://openmodelweights.com/models/baai-bge-reranker-large/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/baai-bge-reranker-large.json" }, { "id": "lightx2v-minimax-h3-turbo", "name": "Minimax-h3-Turbo", "developer": "lightx2v", "family": "Minimax-h3-Turbo", "variant": "Minimax-h3-Turbo", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image To Video", "tags": [ "diffusers", "t2v", "i2v", "r2v", "image-to-video", "en", "zh", "base_model:MiniMaxAI/MiniMax-H3", "base_model:finetune:MiniMaxAI/MiniMax-H3", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/lightx2v/Minimax-h3-Turbo", "lineage": { "family": "Minimax-h3-Turbo", "variant": "Minimax-h3-Turbo", "base_model": { "status": "declared", "models": [ "MiniMaxAI/MiniMax-H3" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Diffusers", "pipeline_tag": "image-to-video", "declared": [ "Diffusers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-10T13:22:26.000Z", "created_at": "2026-08-07T12:59:07.000Z", "downloads": 1542346, "likes": 1025, "sha": "3ec17a324ced54151364f24f8b5fb6bf7e26414f", "library_name": "diffusers", "pipeline_tag": "image-to-video", "tags": [ "diffusers", "t2v", "i2v", "r2v", "image-to-video", "en", "zh", "base_model:MiniMaxAI/MiniMax-H3", "base_model:finetune:MiniMaxAI/MiniMax-H3", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/lightx2v-minimax-h3-turbo/", "history_url": "https://openmodelweights.com/models/lightx2v-minimax-h3-turbo/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/lightx2v-minimax-h3-turbo.json" }, { "id": "qwen-qwen3-14b", "name": "Qwen3-14B", "developer": "Qwen", "family": "Qwen3", "variant": "Qwen3-14B", "model": { "parameters": "14.7683B", "total_parameters_billions": 14.7683072, "context": { "value": 40960, "display": "40,960 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "qwen3", "text-generation", "conversational", "arxiv:2309.00071", "arxiv:2505.09388", "base_model:Qwen/Qwen3-14B-Base", "base_model:finetune:Qwen/Qwen3-14B-Base", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "region:us", "deploy:sagemaker", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3-14B/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3-14B/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3-14B/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 29.54, "fp8_int8": 14.77, "int4": 7.38 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3-14B", "lineage": { "family": "Qwen3", "variant": "Qwen3-14B", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3-14B-Base" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "MLX", "Ollama", "SGLang", "llama.cpp", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-07-26T03:49:23.000Z", "created_at": "2025-04-27T03:42:45.000Z", "downloads": 2361820, "likes": 486, "sha": "40c069824f4251a91eefaf281ebe4c544efd3e18", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "qwen3", "text-generation", "conversational", "arxiv:2309.00071", "arxiv:2505.09388", "base_model:Qwen/Qwen3-14B-Base", "base_model:finetune:Qwen/Qwen3-14B-Base", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen3-14b/", "history_url": "https://openmodelweights.com/models/qwen-qwen3-14b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen3-14b.json" }, { "id": "k2-fsa-omnivoice", "name": "OmniVoice", "developer": "k2-fsa", "family": "OmniVoice", "variant": "OmniVoice", "model": { "parameters": "0.612577B", "total_parameters_billions": 0.612577288, "context": { "value": 40960, "display": "40,960 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "llm_config.max_position_embeddings" } ] }, "modality": "Text → audio", "tags": [ "omnivoice", "safetensors", "zero-shot", "multilingual", "voice-cloning", "voice-design", "text-to-speech", "aae", "aal", "aao", "ab", "abb", "abn", "abr", "abs", "abv", "acm", "acw", "acx", "adf" ] }, "license": { "id": null, "name": "Not declared in model-card metadata", "url": "https://huggingface.co/k2-fsa/OmniVoice/blob/main/audio_tokenizer/LICENSE", "status": "not-disclosed", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": "https://huggingface.co/k2-fsa/OmniVoice/blob/main/audio_tokenizer/LICENSE" }, "repository_license_files": [ "audio_tokenizer/LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/k2-fsa/OmniVoice/blob/main/audio_tokenizer/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1.23, "fp8_int8": 0.61, "int4": 0.31 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/k2-fsa/OmniVoice", "lineage": { "family": "OmniVoice", "variant": "OmniVoice", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3-0.6B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "omnivoice", "pipeline_tag": "text-to-speech", "declared": [ "omnivoice" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-07-03T03:32:17.000Z", "created_at": "2026-03-30T13:43:33.000Z", "downloads": 1427208, "likes": 1465, "sha": "c5fdb5ccb189668d56333f77ba2629f4cd7535f4", "library_name": "omnivoice", "pipeline_tag": "text-to-speech", "tags": [ "omnivoice", "safetensors", "zero-shot", "multilingual", "voice-cloning", "voice-design", "text-to-speech", "aae", "aal", "aao", "ab", "abb", "abn", "abr", "abs", "abv", "acm", "acw", "acx", "adf", "adx", "ady", "aeb", "aec", "af", "afb", "afo", "ahl", "ahs", "ajg", "aju", "ala", "aln", "alo", "am", "amu", "an", "anc", "ank", "anp", "anw", "aom", "apc", "apd", "arb", "arq", "ars", "ary", "arz", "as", "ast", "avl", "awo", "ayl", "ayp", "az", "ba", "bag", "bas", "bax", "bba", "bbj", "bbl", "bbu", "bce", "bci", "bcs", "bcy", "bda", "bde", "bdm", "be", "beb", "bew", "bfd", "bft", "bg", "bgp", "bhb", "bhh", "bho", "bhp", "bhr", "bjj", "bjk", "bjn", "bjt", "bkh", "bkm", "bky", "bmm", "bmq", "bn", "bnm", "bnn", "bns", "bo", "bou", "bqg", "br", "bra", "brh", "bri", "brx", "bs", "bsh", "bsj", "bsk", "btm", "btv", "bug", "bum", "buo", "bux", "bwr", "bxf", "byc", "bys", "byv", "byx", "bzc", "bzw", "ca", "ccg", "ceb", "cen", "cfa", "cgg", "chq", "cjk", "ckb", "ckl", "ckr", "cky", "cnh", "cpy", "cs", "cte", "ctl", "cut", "cux", "cv", "cy", "da", "dag", "dar", "dav", "dbd", "dcc", "de", "deg", "dgh", "dgo", "dje", "dmk", "dml", "dru", "dty", "dua", "dv", "dyu", "dzg", "ebr", "ebu", "ego", "eiv", "eko", "ekr", "el", "elm", "en", "eo", "es", "esu", "et", "eto", "ets", "etu", "eu", "ewo", "ext", "eyo", "fa", "fan", "fat", "ff", "ffm", "fi", "fia", "fil", "fip", "fkk", "fmp", "fr", "fub", "fuc", "fue", "fuf", "fuh", "fui", "fuq", "fuv", "fy", "ga", "gbm", "gbr", "gby", "gcc", "gdf", "gej", "ges", "ggg", "gid", "gig", "giz", "gjk", "gju", "gl", "glw", "gn", "gol", "gom", "gsl", "gu", "gui", "gur", "guz", "gv", "gwc", "gwe", "gwt", "gya", "gyz", "ha", "hah", "hao", "haw", "haz", "hbb", "he", "hem", "hi", "hia", "hkk", "hla", "hno", "hoj", "hr", "hsb", "ht", "hu", "hue", "hul", "hux", "hwo", "hy", "hz", "ia", "ibb", "id", "ida", "idu", "ig", "ijc", "ijn", "ik", "ikw", "is", "ish", "iso", "it", "its", "itw", "itz", "ja", "jal", "jax", "jgo", "jmx", "jns", "jqr", "juk", "juo", "jv", "ka", "kab", "kai", "kaj", "kam", "kbd", "kbl", "kbt", "kcq", "kdh", "kea", "keu", "kfe", "kfk", "kfp", "khg", "khw", "kj", "kjc", "kjk", "kk", "kln", "kls", "km", "kmr", "kmy", "kn", "kna", "knn", "ko", "kol", "koo", "kpo", "kqo", "ks", "ksd", "ksf", "kto", "kuh", "kvx", "kw", "kwm", "kxp", "ky", "kyx", "lag", "lb", "lcm", "ldb", "lg", "lij", "lir", "lkb", "lla", "ln", "lnu", "lo", "loa", "lrk", "lss", "lt", "ltg", "lto", "lua", "luo", "lus", "lv", "lwg", "mab", "maf", "mai", "mau", "max", "mbo", "mcf", "mcn", "mcx", "mdd", "mde", "mdf", "mek", "mer", "meu", "mfm", "mfn", "mfo", "mfv", "mgg", "mgi", "mhk", "mhr", "mi", "mig", "miu", "mk", "mkf", "mki", "ml", "mlq", "mn", "mne", "mni", "mqy", "mr", "mrj", "mrr", "mrt", "ms", "mse", "msh", "msw", "mt", "mtr", "mtu", "mtx", "mua", "mug", "mui", "mve", "mvy", "mxs", "mxu", "mxy", "my", "myv", "mzl", "nal", "nan", "nap", "nb", "nbh", "ncf", "nco", "ncx", "ndi", "ng", "ngi", "nhg", "nhi", "nhn", "nhq", "nja", "nl", "nla", "nlv", "nmg", "nmz", "nn", "nnh", "no", "noe", "npi", "nso", "ny", "nyu", "oc", "odk", "odu", "ogo", "om", "orc", "oru", "ory", "os", "pa", "pbs", "pbt", "pbu", "pcm", "pex", "phl", "phr", "pip", "piy", "pko", "pl", "plk", "plt", "pmq", "pms", "pmy", "pnb", "poc", "poe", "pow", "prq", "ps", "pst", "pt", "pua", "pwn", "qug", "qum", "qup", "qur", "qus", "quv", "qux", "quy", "qva", "qvi", "qvj", "qvl", "qwa", "qws", "qxa", "qxp", "qxt", "qxu", "qxw", "rag", "rm", "ro", "rob", "rof", "roo", "rth", "ru", "rup", "rw", "sa", "sah", "sat", "sau", "say", "sbn", "sc", "scl", "scn", "sd", "sei", "shu", "si", "sip", "siw", "sjr", "sk", "skg", "skr", "sl", "sn", "snc", "snk", "so", "sol", "sps", "sq", "sr", "src", "sro", "ssi", "ste", "sua", "sv", "sva", "sw", "szy", "ta", "tan", "tar", "tay", "tbf", "tcf", "tcy", "tdn", "tdx", "te", "tg", "tgc", "th", "the", "thq", "thr", "thv", "ti", "tig", "tio", "tk", "tkg", "tkt", "tli", "tlp", "tn", "tok", "tpl", "tpz", "tqp", "tr", "trp", "trq", "trv", "trw", "tt", "ttj", "ttr", "ttu", "tui", "tul", "tuq", "tuv", "tuy", "tvo", "tvu", "tw", "twu", "txs", "txy", "udl", "ug", "uk", "uki", "umb", "ur", "ush", "uz", "uzn", "vai", "var", "ver", "vi", "vmc", "vmj", "vmm", "vmp", "vmz", "vot", "vro", "wbl", "wci", "weo", "wes", "wja", "wji", "wo", "wof", "xh", "xhe", "xka", "xmf", "xmv", "xmw", "xpe", "xti", "xtu", "yaq", "yav", "yay", "ydd", "ydg", "yer", "yes", "yi", "yo", "yue", "zga", "zgh", "zh", "zoc", "zoh", "zor", "zpv", "zpy", "ztg", "ztn", "ztp", "zts", "ztu", "zu", "zza", "arxiv:2604.00688", "base_model:Qwen/Qwen3-0.6B", "base_model:finetune:Qwen/Qwen3-0.6B", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "not-disclosed", "commercial_use": "unknown", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/k2-fsa-omnivoice/", "history_url": "https://openmodelweights.com/models/k2-fsa-omnivoice/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/k2-fsa-omnivoice.json" }, { "id": "microsoft-trellis-2-4b", "name": "TRELLIS.2-4B", "developer": "Microsoft", "family": "TRELLIS.2", "variant": "TRELLIS.2-4B", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image To 3D", "tags": [ "trellis2", "image-to-3d", "en", "arxiv:2512.14692", "license:mit", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/microsoft/TRELLIS.2-4B", "lineage": { "family": "TRELLIS.2", "variant": "TRELLIS.2-4B", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "trellis2", "pipeline_tag": "image-to-3d", "declared": [ "trellis2" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-12-27T13:21:56.000Z", "created_at": "2025-12-01T02:25:40.000Z", "downloads": 1653451, "likes": 1274, "sha": "af44b45f2e35a493886929c6d786e563ec68364d", "library_name": "trellis2", "pipeline_tag": "image-to-3d", "tags": [ "trellis2", "image-to-3d", "en", "arxiv:2512.14692", "license:mit", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/microsoft-trellis-2-4b/", "history_url": "https://openmodelweights.com/models/microsoft-trellis-2-4b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/microsoft-trellis-2-4b.json" }, { "id": "microsoft-trellis-image-large", "name": "TRELLIS-image-large", "developer": "Microsoft", "family": "TRELLIS-image-large", "variant": "TRELLIS-image-large", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image To 3D", "tags": [ "trellis", "image-to-3d", "en", "arxiv:2412.01506", "license:mit", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/microsoft/TRELLIS-image-large", "lineage": { "family": "TRELLIS-image-large", "variant": "TRELLIS-image-large", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "trellis", "pipeline_tag": "image-to-3d", "declared": [ "trellis" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-12-06T16:39:24.000Z", "created_at": "2024-12-02T13:02:21.000Z", "downloads": 2088621, "likes": 687, "sha": "25e0d31ffbebe4b5a97464dd851910efc3002d96", "library_name": "trellis", "pipeline_tag": "image-to-3d", "tags": [ "trellis", "image-to-3d", "en", "arxiv:2412.01506", "license:mit", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/microsoft-trellis-image-large/", "history_url": "https://openmodelweights.com/models/microsoft-trellis-image-large/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/microsoft-trellis-image-large.json" }, { "id": "distilbert-distilgpt2", "name": "distilgpt2", "developer": "distilbert", "family": "distilgpt2", "variant": "distilgpt2", "model": { "parameters": "0.088204B", "total_parameters_billions": 0.088204032, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text", "tags": [ "transformers", "pytorch", "tf", "jax", "tflite", "rust", "coreml", "safetensors", "gpt2", "text-generation", "exbert", "en", "dataset:openwebtext", "arxiv:1910.01108", "arxiv:2201.08542", "arxiv:2203.12574", "arxiv:1910.09700", "arxiv:1503.02531", "license:apache-2.0", "model-index" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.18, "fp8_int8": 0.09, "int4": 0.04 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "TFLite", "CoreML" ], "repository": "https://huggingface.co/distilbert/distilgpt2", "lineage": { "family": "distilgpt2", "variant": "distilgpt2", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-02-19T11:09:53.000Z", "created_at": "2022-03-02T23:29:04.000Z", "downloads": 2117350, "likes": 646, "sha": "2290a62682d06624634c1f46a6ad5be0f47f38aa", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "pytorch", "tf", "jax", "tflite", "rust", "coreml", "safetensors", "gpt2", "text-generation", "exbert", "en", "dataset:openwebtext", "arxiv:1910.01108", "arxiv:2201.08542", "arxiv:2203.12574", "arxiv:1910.09700", "arxiv:1503.02531", "license:apache-2.0", "model-index", "co2_eq_emissions", "text-generation-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/distilbert-distilgpt2/", "history_url": "https://openmodelweights.com/models/distilbert-distilgpt2/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/distilbert-distilgpt2.json" }, { "id": "google-bert-bert-base-multilingual-uncased", "name": "bert-base-multilingual-uncased", "developer": "google-bert", "family": "bert-base-multilingual-uncased", "variant": "bert-base-multilingual-uncased", "model": { "parameters": "0.168056B", "total_parameters_billions": 0.168055961, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "pytorch", "tf", "jax", "safetensors", "bert", "fill-mask", "multilingual", "af", "sq", "ar", "an", "hy", "ast", "az", "ba", "eu", "bar", "be", "bn" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.34, "fp8_int8": 0.17, "int4": 0.08 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/google-bert/bert-base-multilingual-uncased", "lineage": { "family": "bert-base-multilingual-uncased", "variant": "bert-base-multilingual-uncased", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "fill-mask", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-02-19T11:06:00.000Z", "created_at": "2022-03-02T23:29:04.000Z", "downloads": 3067873, "likes": 161, "sha": "7cbf9a625e29989f6b9c6c2fa68234c304f7e38f", "library_name": "transformers", "pipeline_tag": "fill-mask", "tags": [ "transformers", "pytorch", "tf", "jax", "safetensors", "bert", "fill-mask", "multilingual", "af", "sq", "ar", "an", "hy", "ast", "az", "ba", "eu", "bar", "be", "bn", "inc", "bs", "br", "bg", "my", "ca", "ceb", "ce", "zh", "cv", "hr", "cs", "da", "nl", "en", "et", "fi", "fr", "gl", "ka", "de", "el", "gu", "ht", "he", "hi", "hu", "is", "io", "id", "ga", "it", "ja", "jv", "kn", "kk", "ky", "ko", "la", "lv", "lt", "roa", "nds", "lm", "mk", "mg", "ms", "ml", "mr", "min", "ne", "new", "nb", "nn", "oc", "fa", "pms", "pl", "pt", "pa", "ro", "ru", "sco", "sr", "scn", "sk", "sl", "aze", "es", "su", "sw", "sv", "tl", "tg", "ta", "tt", "te", "tr", "uk", "ud", "uz", "vi", "vo", "war", "cy", "fry", "pnb", "yo", "dataset:wikipedia", "arxiv:1810.04805", "license:apache-2.0", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/google-bert-bert-base-multilingual-uncased/", "history_url": "https://openmodelweights.com/models/google-bert-bert-base-multilingual-uncased/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/google-bert-bert-base-multilingual-uncased.json" }, { "id": "stable-diffusion-v1-5-stable-diffusion-v1-5", "name": "stable-diffusion-v1-5", "developer": "stable-diffusion-v1-5", "family": "stable-diffusion-v1-5", "variant": "stable-diffusion-v1-5", "model": { "parameters": "0.859521B", "total_parameters_billions": 0.859520964, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text → image", "tags": [ "diffusers", "safetensors", "stable-diffusion", "stable-diffusion-diffusers", "text-to-image", "arxiv:2207.12598", "arxiv:2112.10752", "arxiv:2103.00020", "arxiv:2205.11487", "arxiv:1910.09700", "license:creativeml-openrail-m", "endpoints_compatible", "diffusers:StableDiffusionPipeline", "region:us" ] }, "license": { "id": "creativeml-openrail-m", "name": "creativeml-openrail-m", "url": null, "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1.72, "fp8_int8": 0.86, "int4": 0.43 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/stable-diffusion-v1-5/stable-diffusion-v1-5", "lineage": { "family": "stable-diffusion-v1-5", "variant": "stable-diffusion-v1-5", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Diffusers", "pipeline_tag": "text-to-image", "declared": [ "Diffusers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-09-07T16:20:30.000Z", "created_at": "2024-08-30T09:48:48.000Z", "downloads": 1633999, "likes": 1298, "sha": "451f4fe16113bff5a5d2269ed5ad43b0592e9a14", "library_name": "diffusers", "pipeline_tag": "text-to-image", "tags": [ "diffusers", "safetensors", "stable-diffusion", "stable-diffusion-diffusers", "text-to-image", "arxiv:2207.12598", "arxiv:2112.10752", "arxiv:2103.00020", "arxiv:2205.11487", "arxiv:1910.09700", "license:creativeml-openrail-m", "endpoints_compatible", "diffusers:StableDiffusionPipeline", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/stable-diffusion-v1-5-stable-diffusion-v1-5/", "history_url": "https://openmodelweights.com/models/stable-diffusion-v1-5-stable-diffusion-v1-5/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/stable-diffusion-v1-5-stable-diffusion-v1-5.json" }, { "id": "qwen-qwen3-asr-1-7b", "name": "Qwen3-ASR-1.7B", "developer": "Qwen", "family": "Qwen3-ASR", "variant": "Qwen3-ASR-1.7B", "model": { "parameters": "2.34922B", "total_parameters_billions": 2.349217408, "context": { "value": 65536, "display": "65,536 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "thinker_config.text_config.max_position_embeddings" } ] }, "modality": "Audio → text", "tags": [ "safetensors", "qwen3_asr", "automatic-speech-recognition", "arxiv:2601.21337", "license:apache-2.0", "eval-results", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 4.7, "fp8_int8": 2.35, "int4": 1.17 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3-ASR-1.7B", "lineage": { "family": "Qwen3-ASR", "variant": "Qwen3-ASR-1.7B", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": null, "pipeline_tag": "automatic-speech-recognition", "declared": [], "mentioned_in_model_card": [ "Transformers", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-01-30T03:00:12.000Z", "created_at": "2026-01-28T03:22:40.000Z", "downloads": 1564338, "likes": 1141, "sha": "7278e1e70fe206f11671096ffdd38061171dd6e5", "library_name": null, "pipeline_tag": "automatic-speech-recognition", "tags": [ "safetensors", "qwen3_asr", "automatic-speech-recognition", "arxiv:2601.21337", "license:apache-2.0", "eval-results", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen3-asr-1-7b/", "history_url": "https://openmodelweights.com/models/qwen-qwen3-asr-1-7b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen3-asr-1-7b.json" }, { "id": "facebook-dinov2-base", "name": "dinov2-base", "developer": "Meta", "family": "dinov2", "variant": "dinov2-base", "model": { "parameters": "0.0865805B", "total_parameters_billions": 0.08658048, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image Feature Extraction", "tags": [ "transformers", "pytorch", "safetensors", "dinov2", "image-feature-extraction", "dino", "vision", "arxiv:2304.07193", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.17, "fp8_int8": 0.09, "int4": 0.04 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/facebook/dinov2-base", "lineage": { "family": "dinov2", "variant": "dinov2-base", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-feature-extraction", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-01-17T08:27:01.000Z", "created_at": "2023-07-17T16:44:29.000Z", "downloads": 2821414, "likes": 202, "sha": "f9e44c814b77203eaa57a6bdbbd535f21ede1415", "library_name": "transformers", "pipeline_tag": "image-feature-extraction", "tags": [ "transformers", "pytorch", "safetensors", "dinov2", "image-feature-extraction", "dino", "vision", "arxiv:2304.07193", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/facebook-dinov2-base/", "history_url": "https://openmodelweights.com/models/facebook-dinov2-base/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/facebook-dinov2-base.json" }, { "id": "emilyalsentzer-bio-clinicalbert", "name": "Bio_ClinicalBERT", "developer": "emilyalsentzer", "family": "Bio_ClinicalBERT", "variant": "Bio_ClinicalBERT", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "pytorch", "tf", "jax", "bert", "fill-mask", "en", "arxiv:1904.03323", "arxiv:1901.08746", "license:mit", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "mit", "name": "MIT", "url": "https://huggingface.co/emilyalsentzer/Bio_ClinicalBERT/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": "https://huggingface.co/emilyalsentzer/Bio_ClinicalBERT/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/emilyalsentzer/Bio_ClinicalBERT/blob/main/LICENSE" } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/emilyalsentzer/Bio_ClinicalBERT", "lineage": { "family": "Bio_ClinicalBERT", "variant": "Bio_ClinicalBERT", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "fill-mask", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-12-03T20:22:45.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 2217232, "likes": 440, "sha": "d5892b39a4adaed74b92212a44081509db72f87b", "library_name": "transformers", "pipeline_tag": "fill-mask", "tags": [ "transformers", "pytorch", "tf", "jax", "bert", "fill-mask", "en", "arxiv:1904.03323", "arxiv:1901.08746", "license:mit", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/emilyalsentzer-bio-clinicalbert/", "history_url": "https://openmodelweights.com/models/emilyalsentzer-bio-clinicalbert/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/emilyalsentzer-bio-clinicalbert.json" }, { "id": "google-timesfm-3-0-pytorch", "name": "timesfm-3.0-pytorch", "developer": "Google", "family": "timesfm-3.0-pytorch", "variant": "timesfm-3.0-pytorch", "model": { "parameters": "0.330711B", "total_parameters_billions": 0.330710976, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Time Series Forecasting", "tags": [ "safetensors", "time-series", "forecasting", "pretrained", "pytorch", "google", "time-series-forecasting", "arxiv:2310.10688", "license:other", "region:us" ] }, "license": { "id": "other", "name": "timesfm-non-commercial-license-v1.0", "url": "https://huggingface.co/google/timesfm-3.0-pytorch/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": "https://huggingface.co/google/timesfm-3.0-pytorch/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/google/timesfm-3.0-pytorch/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.66, "fp8_int8": 0.33, "int4": 0.17 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/google/timesfm-3.0-pytorch", "lineage": { "family": "timesfm-3.0-pytorch", "variant": "timesfm-3.0-pytorch", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": null, "pipeline_tag": "time-series-forecasting", "declared": [], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-02T15:44:59.000Z", "created_at": "2026-08-24T22:05:51.000Z", "downloads": 1429740, "likes": 914, "sha": "43046b85ec22d584a13f8098c2ed39c889e129c2", "library_name": null, "pipeline_tag": "time-series-forecasting", "tags": [ "safetensors", "time-series", "forecasting", "pretrained", "pytorch", "google", "time-series-forecasting", "arxiv:2310.10688", "license:other", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/google-timesfm-3-0-pytorch/", "history_url": "https://openmodelweights.com/models/google-timesfm-3-0-pytorch/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/google-timesfm-3-0-pytorch.json" }, { "id": "comfy-org-qwen-image-edit-comfyui", "name": "Qwen-Image-Edit_ComfyUI", "developer": "Comfy-Org", "family": "Qwen-Image-Edit_ComfyUI", "variant": "Qwen-Image-Edit_ComfyUI", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "diffusion-single-file", "comfyui", "base_model:FireRedTeam/FireRed-Image-Edit-1.0", "base_model:finetune:FireRedTeam/FireRed-Image-Edit-1.0", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Comfy-Org/Qwen-Image-Edit_ComfyUI", "lineage": { "family": "Qwen-Image-Edit_ComfyUI", "variant": "Qwen-Image-Edit_ComfyUI", "base_model": { "status": "declared", "models": [ "Qwen/Qwen-Image-Edit", "Qwen/Qwen-Image-Edit-2509", "Qwen/Qwen-Image-Edit-2511", "FireRedTeam/FireRed-Image-Edit-1.0" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "diffusion-single-file", "pipeline_tag": null, "declared": [ "diffusion-single-file" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-23T08:05:05.000Z", "created_at": "2025-08-19T02:18:21.000Z", "downloads": 1649490, "likes": 492, "sha": "f68ace85e60b4a02a323e394253731947657b7d2", "library_name": "diffusion-single-file", "pipeline_tag": null, "tags": [ "diffusion-single-file", "comfyui", "base_model:FireRedTeam/FireRed-Image-Edit-1.0", "base_model:finetune:FireRedTeam/FireRed-Image-Edit-1.0", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/comfy-org-qwen-image-edit-comfyui/", "history_url": "https://openmodelweights.com/models/comfy-org-qwen-image-edit-comfyui/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/comfy-org-qwen-image-edit-comfyui.json" }, { "id": "deepseek-ai-deepseek-v4-flash", "name": "DeepSeek-V4-Flash", "developer": "DeepSeek", "family": "DeepSeek-V4-Flash", "variant": "DeepSeek-V4-Flash", "model": { "parameters": "290.945B", "total_parameters_billions": 290.944616402, "context": { "value": 1048576, "display": "1,048,576 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "deepseek_v4", "text-generation", "arxiv:2606.19348", "license:mit", "eval-results", "endpoints_compatible", "8-bit", "fp8", "deploy:azure", "deploy:sagemaker", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": "https://huggingface.co/deepseek-ai/DeepSeek-V4-Flash/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": "https://huggingface.co/deepseek-ai/DeepSeek-V4-Flash/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/deepseek-ai/DeepSeek-V4-Flash/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 581.89, "fp8_int8": 290.94, "int4": 145.47 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/deepseek-ai/DeepSeek-V4-Flash", "lineage": { "family": "DeepSeek-V4-Flash", "variant": "DeepSeek-V4-Flash", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-06-22T12:12:13.000Z", "created_at": "2026-04-22T06:04:20.000Z", "downloads": 1099375, "likes": 2267, "sha": "60d8d70770c6776ff598c94bb586a859a38244f1", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "deepseek_v4", "text-generation", "arxiv:2606.19348", "license:mit", "eval-results", "endpoints_compatible", "8-bit", "fp8", "deploy:azure", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/deepseek-ai-deepseek-v4-flash/", "history_url": "https://openmodelweights.com/models/deepseek-ai-deepseek-v4-flash/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/deepseek-ai-deepseek-v4-flash.json" }, { "id": "tinyllama-tinyllama-1-1b-chat-v1-0", "name": "TinyLlama-1.1B-Chat-v1.0", "developer": "TinyLlama", "family": "TinyLlama", "variant": "TinyLlama-1.1B-Chat-v1.0", "model": { "parameters": "1.10005B", "total_parameters_billions": 1.100048384, "context": { "value": 2048, "display": "2,048 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "llama", "text-generation", "conversational", "en", "dataset:cerebras/SlimPajama-627B", "dataset:bigcode/starcoderdata", "dataset:HuggingFaceH4/ultrachat_200k", "dataset:HuggingFaceH4/ultrafeedback_binarized", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "region:us", "deploy:sagemaker", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 2.2, "fp8_int8": 1.1, "int4": 0.55 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/TinyLlama/TinyLlama-1.1B-Chat-v1.0", "lineage": { "family": "TinyLlama", "variant": "TinyLlama-1.1B-Chat-v1.0", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-03-17T05:07:08.000Z", "created_at": "2023-12-30T06:27:30.000Z", "downloads": 1376546, "likes": 1834, "sha": "fe8a4ea1ffedaf415f4da2f062534de366a451e6", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "llama", "text-generation", "conversational", "en", "dataset:cerebras/SlimPajama-627B", "dataset:bigcode/starcoderdata", "dataset:HuggingFaceH4/ultrachat_200k", "dataset:HuggingFaceH4/ultrafeedback_binarized", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/tinyllama-tinyllama-1-1b-chat-v1-0/", "history_url": "https://openmodelweights.com/models/tinyllama-tinyllama-1-1b-chat-v1-0/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/tinyllama-tinyllama-1-1b-chat-v1-0.json" }, { "id": "speechbrain-spkrec-ecapa-voxceleb", "name": "spkrec-ecapa-voxceleb", "developer": "speechbrain", "family": "spkrec-ecapa-voxceleb", "variant": "spkrec-ecapa-voxceleb", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "speechbrain", "embeddings", "Speaker", "Verification", "Identification", "pytorch", "ECAPA", "TDNN", "en", "dataset:voxceleb", "arxiv:2106.04624", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "No recognized weight format observed" ], "repository": "https://huggingface.co/speechbrain/spkrec-ecapa-voxceleb", "lineage": { "family": "spkrec-ecapa-voxceleb", "variant": "spkrec-ecapa-voxceleb", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "speechbrain", "pipeline_tag": null, "declared": [ "speechbrain" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-02-18T12:29:58.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 2260952, "likes": 349, "sha": "0f99f2d0ebe89ac095bcc5903c4dd8f72b367286", "library_name": "speechbrain", "pipeline_tag": null, "tags": [ "speechbrain", "embeddings", "Speaker", "Verification", "Identification", "pytorch", "ECAPA", "TDNN", "en", "dataset:voxceleb", "arxiv:2106.04624", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/speechbrain-spkrec-ecapa-voxceleb/", "history_url": "https://openmodelweights.com/models/speechbrain-spkrec-ecapa-voxceleb/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/speechbrain-spkrec-ecapa-voxceleb.json" }, { "id": "hauhaucs-gemma-4-e4b-uncensored-hauhaucs-aggressive", "name": "Gemma-4-E4B-Uncensored-HauhauCS-Aggressive", "developer": "HauhauCS", "family": "Gemma-4-E4B-Uncensored-HauhauCS-Aggressive", "variant": "Gemma-4-E4B-Uncensored-HauhauCS-Aggressive", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image + text → text", "tags": [ "gguf", "uncensored", "gemma4", "abliterated", "vision", "multimodal", "audio", "image-text-to-text", "en", "multilingual", "license:gemma", "endpoints_compatible", "region:us", "imatrix", "conversational" ] }, "license": { "id": "gemma", "name": "gemma", "url": null, "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "GGUF" ], "repository": "https://huggingface.co/HauhauCS/Gemma-4-E4B-Uncensored-HauhauCS-Aggressive", "lineage": { "family": "Gemma-4-E4B-Uncensored-HauhauCS-Aggressive", "variant": "Gemma-4-E4B-Uncensored-HauhauCS-Aggressive", "base_model": { "status": "declared", "models": [ "google/gemma-4-e4b-it" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": null, "pipeline_tag": "image-text-to-text", "declared": [], "mentioned_in_model_card": [ "llama.cpp" ], "artifact_signals": [ "GGUF artifact present (commonly used with llama.cpp-compatible runtimes)" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-04-06T03:50:35.000Z", "created_at": "2026-04-02T22:29:19.000Z", "downloads": 1343669, "likes": 1294, "sha": "45b6a334b4bcd1d7f37179df58b3b1d66a184e5d", "library_name": null, "pipeline_tag": "image-text-to-text", "tags": [ "gguf", "uncensored", "gemma4", "abliterated", "vision", "multimodal", "audio", "image-text-to-text", "en", "multilingual", "license:gemma", "endpoints_compatible", "region:us", "imatrix", "conversational" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/hauhaucs-gemma-4-e4b-uncensored-hauhaucs-aggressive/", "history_url": "https://openmodelweights.com/models/hauhaucs-gemma-4-e4b-uncensored-hauhaucs-aggressive/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/hauhaucs-gemma-4-e4b-uncensored-hauhaucs-aggressive.json" }, { "id": "nvidia-nemotron-3-5-asr-streaming-0-6b", "name": "nemotron-3.5-asr-streaming-0.6b", "developer": "NVIDIA", "family": "nemotron-3.5-asr-streaming", "variant": "nemotron-3.5-asr-streaming-0.6b", "model": { "parameters": "0.637997B", "total_parameters_billions": 0.637997088, "context": { "value": 5000, "display": "5,000 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "encoder_config.max_position_embeddings" } ] }, "modality": "Audio → text", "tags": [ "nemo", "safetensors", "gguf", "nemotron3_5_asr", "feature-extraction", "transformers", "speech-recognition", "cache-aware ASR", "automatic-speech-recognition", "streaming-asr", "multilingual", "speech", "audio", "FastConformer", "RNNT", "Parakeet", "ASR", "pytorch", "NeMo", "en" ] }, "license": { "id": "other", "name": "openmdw-1.1", "url": "https://openmdw.ai/license/1-1/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercially usable subject to NVIDIA license conditions", "basis": "https://openmdw.ai/license/1-1/" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://openmdw.ai/license/1-1/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1.28, "fp8_int8": 0.64, "int4": 0.32 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "GGUF", "NeMo" ], "repository": "https://huggingface.co/nvidia/nemotron-3.5-asr-streaming-0.6b", "lineage": { "family": "nemotron-3.5-asr-streaming", "variant": "nemotron-3.5-asr-streaming-0.6b", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "NeMo", "pipeline_tag": "automatic-speech-recognition", "declared": [ "NeMo", "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "GGUF artifact present (commonly used with llama.cpp-compatible runtimes)" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-10T16:49:07.000Z", "created_at": "2026-05-15T21:52:25.000Z", "downloads": 1240287, "likes": 1158, "sha": "ea30d66debe3740a08b573244286791d423d6b3e", "library_name": "nemo", "pipeline_tag": "automatic-speech-recognition", "tags": [ "nemo", "safetensors", "gguf", "nemotron3_5_asr", "feature-extraction", "transformers", "speech-recognition", "cache-aware ASR", "automatic-speech-recognition", "streaming-asr", "multilingual", "speech", "audio", "FastConformer", "RNNT", "Parakeet", "ASR", "pytorch", "NeMo", "en", "es", "de", "fr", "it", "ar", "ja", "ko", "pt", "ru", "hi", "zh", "vi", "he", "nl", "cs", "da", "pl", "no", "sv", "th", "tr", "bg", "el", "et", "fi", "hr", "hu", "lt", "lv", "ro", "sk", "uk", "mt", "sl", "dataset:nvidia/Granary", "dataset:multilingual_librispeech", "dataset:fleurs", "dataset:mozilla-foundation/common_voice_8_0", "dataset:voxpopuli", "dataset:europarl", "arxiv:2312.17279", "arxiv:2305.05084", "license:other", "model-index", "eval-results", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/nvidia-nemotron-3-5-asr-streaming-0-6b/", "history_url": "https://openmodelweights.com/models/nvidia-nemotron-3-5-asr-streaming-0-6b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/nvidia-nemotron-3-5-asr-streaming-0-6b.json" }, { "id": "black-forest-labs-flux-1-dev", "name": "FLUX.1-dev", "developer": "Black Forest Labs", "family": "FLUX.1-dev", "variant": "FLUX.1-dev", "model": { "parameters": "11.9014B", "total_parameters_billions": 11.90140832, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text → image", "tags": [ "diffusers", "safetensors", "text-to-image", "image-generation", "flux", "en", "license:other", "endpoints_compatible", "diffusers:FluxPipeline", "region:us" ] }, "license": { "id": "other", "name": "flux-1-dev-non-commercial-license", "url": "https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md", "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": "https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md" }, "repository_license_files": [ "LICENSE.md" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 23.8, "fp8_int8": 11.9, "int4": 5.95 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/black-forest-labs/FLUX.1-dev", "lineage": { "family": "FLUX.1-dev", "variant": "FLUX.1-dev", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Diffusers", "pipeline_tag": "text-to-image", "declared": [ "Diffusers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-06-27T16:22:19.000Z", "created_at": "2024-07-31T21:13:44.000Z", "downloads": 709540, "likes": 15296, "sha": "3de623fc3c33e44ffbe2bad470d0f45bccf2eb21", "library_name": "diffusers", "pipeline_tag": "text-to-image", "tags": [ "diffusers", "safetensors", "text-to-image", "image-generation", "flux", "en", "license:other", "endpoints_compatible", "diffusers:FluxPipeline", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/black-forest-labs-flux-1-dev/", "history_url": "https://openmodelweights.com/models/black-forest-labs-flux-1-dev/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/black-forest-labs-flux-1-dev.json" }, { "id": "facebook-bart-large-cnn", "name": "bart-large-cnn", "developer": "Meta", "family": "bart-large-cnn", "variant": "bart-large-cnn", "model": { "parameters": "0.40629B", "total_parameters_billions": 0.406290432, "context": { "value": 1024, "display": "1,024 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Summarization", "tags": [ "transformers", "pytorch", "tf", "jax", "rust", "safetensors", "bart", "text2text-generation", "summarization", "en", "dataset:cnn_dailymail", "arxiv:1910.13461", "license:mit", "model-index", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.81, "fp8_int8": 0.41, "int4": 0.2 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/facebook/bart-large-cnn", "lineage": { "family": "bart-large-cnn", "variant": "bart-large-cnn", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "summarization", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-02-13T18:02:05.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 1379427, "likes": 1631, "sha": "37f520fa929c961707657b28798b30c003dd100b", "library_name": "transformers", "pipeline_tag": "summarization", "tags": [ "transformers", "pytorch", "tf", "jax", "rust", "safetensors", "bart", "text2text-generation", "summarization", "en", "dataset:cnn_dailymail", "arxiv:1910.13461", "license:mit", "model-index", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/facebook-bart-large-cnn/", "history_url": "https://openmodelweights.com/models/facebook-bart-large-cnn/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/facebook-bart-large-cnn.json" }, { "id": "nvidia-gemma-4-31b-it-nvfp4", "name": "Gemma-4-31B-IT-NVFP4", "developer": "NVIDIA", "family": "Gemma-4", "variant": "Gemma-4-31B-IT-NVFP4", "model": { "parameters": "20.8686B", "total_parameters_billions": 20.868591152, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Text", "tags": [ "Model Optimizer", "safetensors", "gemma4", "nvidia", "ModelOpt", "Gemma-4-31B-IT", "lighthouse", "quantized", "NVFP4", "text-generation", "conversational", "base_model:google/gemma-4-31B-it", "base_model:quantized:google/gemma-4-31B-it", "license:other", "modelopt", "deploy:azure", "deploy:sagemaker", "region:us" ] }, "license": { "id": "other", "name": "Apache-2.0", "url": "https://ai.google.dev/gemma/apache_2", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://ai.google.dev/gemma/apache_2" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://ai.google.dev/gemma/apache_2" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 41.74, "fp8_int8": 20.87, "int4": 10.43 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/nvidia/Gemma-4-31B-IT-NVFP4", "lineage": { "family": "Gemma-4", "variant": "Gemma-4-31B-IT-NVFP4", "base_model": { "status": "declared", "models": [ "google/gemma-4-31B-it" ], "relation": "quantized", "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Model Optimizer", "pipeline_tag": "text-generation", "declared": [ "Model Optimizer" ], "mentioned_in_model_card": [ "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-07-13T22:33:54.000Z", "created_at": "2026-04-02T16:47:30.000Z", "downloads": 1571071, "likes": 574, "sha": "4135a98a9b728a548947683219633b25682223ac", "library_name": "Model Optimizer", "pipeline_tag": "text-generation", "tags": [ "Model Optimizer", "safetensors", "gemma4", "nvidia", "ModelOpt", "Gemma-4-31B-IT", "lighthouse", "quantized", "NVFP4", "text-generation", "conversational", "base_model:google/gemma-4-31B-it", "base_model:quantized:google/gemma-4-31B-it", "license:other", "modelopt", "deploy:azure", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/nvidia-gemma-4-31b-it-nvfp4/", "history_url": "https://openmodelweights.com/models/nvidia-gemma-4-31b-it-nvfp4/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/nvidia-gemma-4-31b-it-nvfp4.json" }, { "id": "lightricks-ltx-2-3", "name": "LTX-2.3", "developer": "Lightricks", "family": "LTX-2.3", "variant": "LTX-2.3", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image To Video", "tags": [ "diffusers", "image-to-video", "text-to-video", "video-to-video", "image-text-to-video", "audio-to-video", "text-to-audio", "video-to-audio", "audio-to-audio", "text-to-audio-video", "image-to-audio-video", "image-text-to-audio-video", "ltx-2", "ltx-video", "ltxv", "lightricks", "ltx", "ltx-2.3", "en", "de" ] }, "license": { "id": "other", "name": "ltx-2-community-license-agreement", "url": "https://github.com/Lightricks/LTX-2/blob/main/LICENSE-2", "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": "https://github.com/Lightricks/LTX-2/blob/main/LICENSE-2" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://github.com/Lightricks/LTX-2/blob/main/LICENSE-2" } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Lightricks/LTX-2.3", "lineage": { "family": "LTX-2.3", "variant": "LTX-2.3", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Diffusers", "pipeline_tag": "image-to-video", "declared": [ "Diffusers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-27T11:32:38.000Z", "created_at": "2026-03-04T22:28:28.000Z", "downloads": 1062232, "likes": 1925, "sha": "5948be4ced3a4493d1f836df64378ff136ddb770", "library_name": "diffusers", "pipeline_tag": "image-to-video", "tags": [ "diffusers", "image-to-video", "text-to-video", "video-to-video", "image-text-to-video", "audio-to-video", "text-to-audio", "video-to-audio", "audio-to-audio", "text-to-audio-video", "image-to-audio-video", "image-text-to-audio-video", "ltx-2", "ltx-video", "ltxv", "lightricks", "ltx", "ltx-2.3", "en", "de", "es", "fr", "ja", "ko", "zh", "it", "pt", "arxiv:2601.03233", "license:other", "eval-results", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/lightricks-ltx-2-3/", "history_url": "https://openmodelweights.com/models/lightricks-ltx-2-3/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/lightricks-ltx-2-3.json" }, { "id": "mahmoudashraf-mms-300m-1130-forced-aligner", "name": "mms-300m-1130-forced-aligner", "developer": "MahmoudAshraf", "family": "mms", "variant": "mms-300m-1130-forced-aligner", "model": { "parameters": "0.315469B", "total_parameters_billions": 0.315469471, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Audio → text", "tags": [ "transformers", "pytorch", "safetensors", "wav2vec2", "automatic-speech-recognition", "mms", "audio", "voice", "speech", "forced-alignment", "ab", "af", "ak", "am", "ar", "as", "av", "ay", "az", "ba" ] }, "license": { "id": "cc-by-nc-4.0", "name": "CC BY-NC 4.0", "url": null, "status": "verified", "commercial_use": { "status": "not-allowed", "label": "Commercial use is not permitted by CC BY-NC 4.0", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.63, "fp8_int8": 0.32, "int4": 0.16 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/MahmoudAshraf/mms-300m-1130-forced-aligner", "lineage": { "family": "mms", "variant": "mms-300m-1130-forced-aligner", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "automatic-speech-recognition", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-04-15T14:57:12.000Z", "created_at": "2024-05-02T21:02:39.000Z", "downloads": 2751211, "likes": 104, "sha": "49402e9577b1158620820667c218cd494cc44486", "library_name": "transformers", "pipeline_tag": "automatic-speech-recognition", "tags": [ "transformers", "pytorch", "safetensors", "wav2vec2", "automatic-speech-recognition", "mms", "audio", "voice", "speech", "forced-alignment", "ab", "af", "ak", "am", "ar", "as", "av", "ay", "az", "ba", "bm", "be", "bn", "bi", "bo", "sh", "br", "bg", "ca", "cs", "ce", "cv", "ku", "cy", "da", "de", "dv", "dz", "el", "en", "eo", "et", "eu", "ee", "fo", "fa", "fj", "fi", "fr", "fy", "ff", "ga", "gl", "gn", "gu", "zh", "ht", "ha", "he", "hi", "hu", "hy", "ig", "ia", "ms", "is", "it", "jv", "ja", "kn", "ka", "kk", "kr", "km", "ki", "rw", "ky", "ko", "kv", "lo", "la", "lv", "ln", "lt", "lb", "lg", "mh", "ml", "mr", "mk", "mg", "mt", "mn", "mi", "my", "nl", "no", "ne", "ny", "oc", "om", "or", "os", "pa", "pl", "pt", "ps", "qu", "ro", "rn", "ru", "sg", "sk", "sl", "sm", "sn", "sd", "so", "es", "sq", "su", "sv", "sw", "ta", "tt", "te", "tg", "tl", "th", "ti", "ts", "tr", "uk", "vi", "wo", "xh", "yo", "zu", "za", "license:cc-by-nc-4.0", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/mahmoudashraf-mms-300m-1130-forced-aligner/", "history_url": "https://openmodelweights.com/models/mahmoudashraf-mms-300m-1130-forced-aligner/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/mahmoudashraf-mms-300m-1130-forced-aligner.json" }, { "id": "openai-clip-vit-large-patch14-336", "name": "clip-vit-large-patch14-336", "developer": "OpenAI", "family": "clip-vit-large-patch14-336", "variant": "clip-vit-large-patch14-336", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 77, "display": "77 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Zero Shot Image Classification", "tags": [ "transformers", "pytorch", "tf", "clip", "zero-shot-image-classification", "generated_from_keras_callback", "endpoints_compatible", "region:us" ] }, "license": { "id": null, "name": "Not declared in model-card metadata", "url": null, "status": "not-disclosed", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/openai/clip-vit-large-patch14-336", "lineage": { "family": "clip-vit-large-patch14-336", "variant": "clip-vit-large-patch14-336", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "zero-shot-image-classification", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2022-10-04T09:41:39.000Z", "created_at": "2022-04-22T14:57:43.000Z", "downloads": 2225268, "likes": 310, "sha": "ce19dc912ca5cd21c8a653c79e251e808ccabcd1", "library_name": "transformers", "pipeline_tag": "zero-shot-image-classification", "tags": [ "transformers", "pytorch", "tf", "clip", "zero-shot-image-classification", "generated_from_keras_callback", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "not-disclosed", "commercial_use": "unknown", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/openai-clip-vit-large-patch14-336/", "history_url": "https://openmodelweights.com/models/openai-clip-vit-large-patch14-336/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/openai-clip-vit-large-patch14-336.json" }, { "id": "hauhaucs-qwen3-6-35b-a3b-uncensored-hauhaucs-aggressive", "name": "Qwen3.6-35B-A3B-Uncensored-HauhauCS-Aggressive", "developer": "HauhauCS", "family": "Qwen3.6", "variant": "Qwen3.6-35B-A3B-Uncensored-HauhauCS-Aggressive", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image + text → text", "tags": [ "gguf", "uncensored", "qwen3.6", "moe", "vision", "multimodal", "image-text-to-text", "en", "zh", "multilingual", "base_model:Qwen/Qwen3.6-35B-A3B", "base_model:quantized:Qwen/Qwen3.6-35B-A3B", "license:apache-2.0", "endpoints_compatible", "region:us", "imatrix", "conversational" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "GGUF" ], "repository": "https://huggingface.co/HauhauCS/Qwen3.6-35B-A3B-Uncensored-HauhauCS-Aggressive", "lineage": { "family": "Qwen3.6", "variant": "Qwen3.6-35B-A3B-Uncensored-HauhauCS-Aggressive", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3.6-35B-A3B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": null, "pipeline_tag": "image-text-to-text", "declared": [], "mentioned_in_model_card": [ "llama.cpp" ], "artifact_signals": [ "GGUF artifact present (commonly used with llama.cpp-compatible runtimes)" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-04-17T02:59:21.000Z", "created_at": "2026-04-17T00:15:26.000Z", "downloads": 921607, "likes": 3812, "sha": "f12a584fecbeb5f20001130d8ecd66c9327ae685", "library_name": null, "pipeline_tag": "image-text-to-text", "tags": [ "gguf", "uncensored", "qwen3.6", "moe", "vision", "multimodal", "image-text-to-text", "en", "zh", "multilingual", "base_model:Qwen/Qwen3.6-35B-A3B", "base_model:quantized:Qwen/Qwen3.6-35B-A3B", "license:apache-2.0", "endpoints_compatible", "region:us", "imatrix", "conversational" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/hauhaucs-qwen3-6-35b-a3b-uncensored-hauhaucs-aggressive/", "history_url": "https://openmodelweights.com/models/hauhaucs-qwen3-6-35b-a3b-uncensored-hauhaucs-aggressive/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/hauhaucs-qwen3-6-35b-a3b-uncensored-hauhaucs-aggressive.json" }, { "id": "facebook-esm2-t33-650m-ur50d", "name": "esm2_t33_650M_UR50D", "developer": "Meta", "family": "esm2_t33", "variant": "esm2_t33_650M_UR50D", "model": { "parameters": "0.652359B", "total_parameters_billions": 0.652358616, "context": { "value": 1026, "display": "1,026 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "pytorch", "tf", "safetensors", "esm", "fill-mask", "license:mit", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1.3, "fp8_int8": 0.65, "int4": 0.33 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/facebook/esm2_t33_650M_UR50D", "lineage": { "family": "esm2_t33", "variant": "esm2_t33_650M_UR50D", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "fill-mask", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-03-21T15:05:12.000Z", "created_at": "2022-09-27T14:36:16.000Z", "downloads": 3159283, "likes": 93, "sha": "08e4846e537177426273712802403f7ba8261b6c", "library_name": "transformers", "pipeline_tag": "fill-mask", "tags": [ "transformers", "pytorch", "tf", "safetensors", "esm", "fill-mask", "license:mit", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/facebook-esm2-t33-650m-ur50d/", "history_url": "https://openmodelweights.com/models/facebook-esm2-t33-650m-ur50d/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/facebook-esm2-t33-650m-ur50d.json" }, { "id": "patrickjohncyh-fashion-clip", "name": "fashion-clip", "developer": "patrickjohncyh", "family": "fashion-clip", "variant": "fashion-clip", "model": { "parameters": "0.151277B", "total_parameters_billions": 0.151277439, "context": { "value": 77, "display": "77 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Zero Shot Image Classification", "tags": [ "transformers", "pytorch", "onnx", "safetensors", "clip", "zero-shot-image-classification", "vision", "language", "fashion", "ecommerce", "en", "license:mit", "endpoints_compatible", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.3, "fp8_int8": 0.15, "int4": 0.08 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/patrickjohncyh/fashion-clip", "lineage": { "family": "fashion-clip", "variant": "fashion-clip", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "zero-shot-image-classification", "declared": [ "ONNX Runtime", "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-09-17T15:19:43.000Z", "created_at": "2023-02-21T19:51:47.000Z", "downloads": 2236246, "likes": 293, "sha": "7e3ba62ce16b379a1ab479346b66f192e76f51b7", "library_name": "transformers", "pipeline_tag": "zero-shot-image-classification", "tags": [ "transformers", "pytorch", "onnx", "safetensors", "clip", "zero-shot-image-classification", "vision", "language", "fashion", "ecommerce", "en", "license:mit", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/patrickjohncyh-fashion-clip/", "history_url": "https://openmodelweights.com/models/patrickjohncyh-fashion-clip/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/patrickjohncyh-fashion-clip.json" }, { "id": "systran-faster-whisper-small", "name": "faster-whisper-small", "developer": "Systran", "family": "faster-whisper-small", "variant": "faster-whisper-small", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Audio → text", "tags": [ "ctranslate2", "audio", "automatic-speech-recognition", "en", "zh", "de", "es", "ru", "ko", "fr", "ja", "pt", "tr", "pl", "ca", "nl", "ar", "sv", "it", "id" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/Systran/faster-whisper-small", "lineage": { "family": "faster-whisper-small", "variant": "faster-whisper-small", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "ctranslate2", "pipeline_tag": "automatic-speech-recognition", "declared": [ "ctranslate2" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-11-23T10:57:09.000Z", "created_at": "2023-11-23T09:53:51.000Z", "downloads": 3596504, "likes": 57, "sha": "536b0662742c02347bc0e980a01041f333bce120", "library_name": "ctranslate2", "pipeline_tag": "automatic-speech-recognition", "tags": [ "ctranslate2", "audio", "automatic-speech-recognition", "en", "zh", "de", "es", "ru", "ko", "fr", "ja", "pt", "tr", "pl", "ca", "nl", "ar", "sv", "it", "id", "hi", "fi", "vi", "he", "uk", "el", "ms", "cs", "ro", "da", "hu", "ta", "no", "th", "ur", "hr", "bg", "lt", "la", "mi", "ml", "cy", "sk", "te", "fa", "lv", "bn", "sr", "az", "sl", "kn", "et", "mk", "br", "eu", "is", "hy", "ne", "mn", "bs", "kk", "sq", "sw", "gl", "mr", "pa", "si", "km", "sn", "yo", "so", "af", "oc", "ka", "be", "tg", "sd", "gu", "am", "yi", "lo", "uz", "fo", "ht", "ps", "tk", "nn", "mt", "sa", "lb", "my", "bo", "tl", "mg", "as", "tt", "haw", "ln", "ha", "ba", "jw", "su", "license:mit", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/systran-faster-whisper-small/", "history_url": "https://openmodelweights.com/models/systran-faster-whisper-small/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/systran-faster-whisper-small.json" }, { "id": "salesforce-blip-image-captioning-base", "name": "blip-image-captioning-base", "developer": "Salesforce", "family": "blip-image-captioning", "variant": "blip-image-captioning-base", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image To Text", "tags": [ "transformers", "pytorch", "tf", "blip", "image-text-to-text", "image-captioning", "image-to-text", "arxiv:2201.12086", "license:bsd-3-clause", "endpoints_compatible", "region:us" ] }, "license": { "id": "bsd-3-clause", "name": "BSD-3-CLAUSE", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under BSD-3-CLAUSE conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/Salesforce/blip-image-captioning-base", "lineage": { "family": "blip-image-captioning", "variant": "blip-image-captioning-base", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-02-03T06:45:16.000Z", "created_at": "2022-12-12T15:19:02.000Z", "downloads": 1554172, "likes": 894, "sha": "82a37760796d32b1411fe092ab5d4e227313294b", "library_name": "transformers", "pipeline_tag": "image-to-text", "tags": [ "transformers", "pytorch", "tf", "blip", "image-text-to-text", "image-captioning", "image-to-text", "arxiv:2201.12086", "license:bsd-3-clause", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/salesforce-blip-image-captioning-base/", "history_url": "https://openmodelweights.com/models/salesforce-blip-image-captioning-base/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/salesforce-blip-image-captioning-base.json" }, { "id": "qwen-qwen3-30b-a3b", "name": "Qwen3-30B-A3B", "developer": "Qwen", "family": "Qwen3", "variant": "Qwen3-30B-A3B", "model": { "parameters": "30.5321B", "total_parameters_billions": 30.532122624, "context": { "value": 40960, "display": "40,960 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "qwen3_moe", "text-generation", "conversational", "arxiv:2309.00071", "arxiv:2505.09388", "base_model:Qwen/Qwen3-30B-A3B-Base", "base_model:finetune:Qwen/Qwen3-30B-A3B-Base", "license:apache-2.0", "endpoints_compatible", "region:us", "deploy:sagemaker" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3-30B-A3B/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3-30B-A3B/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3-30B-A3B/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 61.06, "fp8_int8": 30.53, "int4": 15.27 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3-30B-A3B", "lineage": { "family": "Qwen3", "variant": "Qwen3-30B-A3B", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3-30B-A3B-Base" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "MLX", "Ollama", "SGLang", "llama.cpp", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-07-26T03:45:17.000Z", "created_at": "2025-04-27T03:43:05.000Z", "downloads": 1515211, "likes": 953, "sha": "ad44e777bcd18fa416d9da3bd8f70d33ebb85d39", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "qwen3_moe", "text-generation", "conversational", "arxiv:2309.00071", "arxiv:2505.09388", "base_model:Qwen/Qwen3-30B-A3B-Base", "base_model:finetune:Qwen/Qwen3-30B-A3B-Base", "license:apache-2.0", "endpoints_compatible", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen3-30b-a3b/", "history_url": "https://openmodelweights.com/models/qwen-qwen3-30b-a3b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen3-30b-a3b.json" }, { "id": "google-bert-bert-base-multilingual-cased", "name": "bert-base-multilingual-cased", "developer": "google-bert", "family": "bert-base-multilingual-cased", "variant": "bert-base-multilingual-cased", "model": { "parameters": "0.178567B", "total_parameters_billions": 0.178566653, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "pytorch", "tf", "jax", "safetensors", "bert", "fill-mask", "multilingual", "af", "sq", "ar", "an", "hy", "ast", "az", "ba", "eu", "bar", "be", "bn" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.36, "fp8_int8": 0.18, "int4": 0.09 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/google-bert/bert-base-multilingual-cased", "lineage": { "family": "bert-base-multilingual-cased", "variant": "bert-base-multilingual-cased", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "fill-mask", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-02-19T11:05:41.000Z", "created_at": "2022-03-02T23:29:04.000Z", "downloads": 1727001, "likes": 607, "sha": "3f076fdb1ab68d5b2880cb87a0886f315b8146f8", "library_name": "transformers", "pipeline_tag": "fill-mask", "tags": [ "transformers", "pytorch", "tf", "jax", "safetensors", "bert", "fill-mask", "multilingual", "af", "sq", "ar", "an", "hy", "ast", "az", "ba", "eu", "bar", "be", "bn", "inc", "bs", "br", "bg", "my", "ca", "ceb", "ce", "zh", "cv", "hr", "cs", "da", "nl", "en", "et", "fi", "fr", "gl", "ka", "de", "el", "gu", "ht", "he", "hi", "hu", "is", "io", "id", "ga", "it", "ja", "jv", "kn", "kk", "ky", "ko", "la", "lv", "lt", "roa", "nds", "lm", "mk", "mg", "ms", "ml", "mr", "mn", "min", "ne", "new", "nb", "nn", "oc", "fa", "pms", "pl", "pt", "pa", "ro", "ru", "sco", "sr", "scn", "sk", "sl", "aze", "es", "su", "sw", "sv", "tl", "tg", "th", "ta", "tt", "te", "tr", "uk", "ud", "uz", "vi", "vo", "war", "cy", "fry", "pnb", "yo", "dataset:wikipedia", "arxiv:1810.04805", "license:apache-2.0", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/google-bert-bert-base-multilingual-cased/", "history_url": "https://openmodelweights.com/models/google-bert-bert-base-multilingual-cased/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/google-bert-bert-base-multilingual-cased.json" }, { "id": "openbmb-minicpm5-2b", "name": "MiniCPM5-2B", "developer": "openbmb", "family": "MiniCPM5", "variant": "MiniCPM5-2B", "model": { "parameters": "2.51676B", "total_parameters_billions": 2.51675648, "context": { "value": 131072, "display": "131,072 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "llama", "text-generation", "minicpm", "minicpm5", "long-context", "tool-calling", "on-device", "edge-ai", "conversational", "en", "zh", "dataset:openbmb/Ultra-FineWeb", "dataset:openbmb/UltraX-Preview", "dataset:openbmb/Ultra-FineWeb-L3", "dataset:openbmb/UltraData-Math", "dataset:openbmb/UltraData-Code", "dataset:openbmb/UltraData-SFT-2605", "dataset:openbmb/UltraData-SFT-Agent-2609" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 5.03, "fp8_int8": 2.52, "int4": 1.26 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/openbmb/MiniCPM5-2B", "lineage": { "family": "MiniCPM5", "variant": "MiniCPM5-2B", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "MLX", "Ollama", "SGLang", "llama.cpp", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-29T06:12:33.000Z", "created_at": "2026-09-06T11:12:19.000Z", "downloads": 999170, "likes": 1709, "sha": "f97400052a43d642bbc6e9975e2397e3ae6a6b52", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "llama", "text-generation", "minicpm", "minicpm5", "long-context", "tool-calling", "on-device", "edge-ai", "conversational", "en", "zh", "dataset:openbmb/Ultra-FineWeb", "dataset:openbmb/UltraX-Preview", "dataset:openbmb/Ultra-FineWeb-L3", "dataset:openbmb/UltraData-Math", "dataset:openbmb/UltraData-Code", "dataset:openbmb/UltraData-SFT-2605", "dataset:openbmb/UltraData-SFT-Agent-2609", "dataset:openbmb/UltraData-RL-2609", "arxiv:2506.07900", "arxiv:2602.09003", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/openbmb-minicpm5-2b/", "history_url": "https://openmodelweights.com/models/openbmb-minicpm5-2b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/openbmb-minicpm5-2b.json" }, { "id": "deepseek-ai-deepseek-v4-1-flash", "name": "DeepSeek-V4.1-Flash", "developer": "DeepSeek", "family": "DeepSeek-V4.1-Flash", "variant": "DeepSeek-V4.1-Flash", "model": { "parameters": "763.205B", "total_parameters_billions": 763.205315794, "context": { "value": 1048576, "display": "1,048,576 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "deepseek_v41", "text-generation", "image-text-to-text", "conversational", "license:mit", "eval-results", "endpoints_compatible", "8-bit", "fp8", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": "https://huggingface.co/deepseek-ai/DeepSeek-V4.1-Flash/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": "https://huggingface.co/deepseek-ai/DeepSeek-V4.1-Flash/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/deepseek-ai/DeepSeek-V4.1-Flash/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1526.41, "fp8_int8": 763.21, "int4": 381.6 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/deepseek-ai/DeepSeek-V4.1-Flash", "lineage": { "family": "DeepSeek-V4.1-Flash", "variant": "DeepSeek-V4.1-Flash", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-10-01T05:56:24.000Z", "created_at": "2026-09-10T02:17:58.000Z", "downloads": 767871, "likes": 4007, "sha": "2cba9e42aa026125f3ed06c6d98c1db82f7ca027", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "deepseek_v41", "text-generation", "image-text-to-text", "conversational", "license:mit", "eval-results", "endpoints_compatible", "8-bit", "fp8", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/deepseek-ai-deepseek-v4-1-flash/", "history_url": "https://openmodelweights.com/models/deepseek-ai-deepseek-v4-1-flash/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/deepseek-ai-deepseek-v4-1-flash.json" }, { "id": "huggingfacetb-smollm2-135m-instruct", "name": "SmolLM2-135M-Instruct", "developer": "HuggingFaceTB", "family": "SmolLM2", "variant": "SmolLM2-135M-Instruct", "model": { "parameters": "0.134515B", "total_parameters_billions": 0.134515008, "context": { "value": 8192, "display": "8,192 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "tensorboard", "onnx", "safetensors", "llama", "text-generation", "transformers.js", "conversational", "en", "arxiv:2502.02737", "base_model:HuggingFaceTB/SmolLM2-135M", "base_model:quantized:HuggingFaceTB/SmolLM2-135M", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.27, "fp8_int8": 0.13, "int4": 0.07 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/HuggingFaceTB/SmolLM2-135M-Instruct", "lineage": { "family": "SmolLM2", "variant": "SmolLM2-135M-Instruct", "base_model": { "status": "declared", "models": [ "HuggingFaceTB/SmolLM2-135M" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "ONNX Runtime", "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-09-22T20:43:15.000Z", "created_at": "2024-10-31T13:41:10.000Z", "downloads": 1874854, "likes": 430, "sha": "12fd25f77366fa6b3b4b768ec3050bf629380bac", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "tensorboard", "onnx", "safetensors", "llama", "text-generation", "transformers.js", "conversational", "en", "arxiv:2502.02737", "base_model:HuggingFaceTB/SmolLM2-135M", "base_model:quantized:HuggingFaceTB/SmolLM2-135M", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "recipe-or-training-files-present", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/huggingfacetb-smollm2-135m-instruct/", "history_url": "https://openmodelweights.com/models/huggingfacetb-smollm2-135m-instruct/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/huggingfacetb-smollm2-135m-instruct.json" }, { "id": "google-gemma-3-4b-it", "name": "gemma-3-4b-it", "developer": "Google", "family": "gemma-3", "variant": "gemma-3-4b-it", "model": { "parameters": "4.30008B", "total_parameters_billions": 4.300079472, "context": { "value": 128000, "display": "128,000 tokens", "status": "verified", "evidence": [ { "source": "README.md", "detail": "explicit context statement" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "gemma3", "image-text-to-text", "conversational", "arxiv:1905.07830", "arxiv:1905.10044", "arxiv:1911.11641", "arxiv:1904.09728", "arxiv:1705.03551", "arxiv:1911.01547", "arxiv:1907.10641", "arxiv:1903.00161", "arxiv:2009.03300", "arxiv:2304.06364", "arxiv:2103.03874", "arxiv:2110.14168", "arxiv:2311.12022", "arxiv:2108.07732", "arxiv:2107.03374" ] }, "license": { "id": "gemma", "name": "gemma", "url": "https://ai.google.dev/gemma/terms", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use permitted subject to Gemma Terms", "basis": "https://ai.google.dev/gemma/terms" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://ai.google.dev/gemma/terms" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 8.6, "fp8_int8": 4.3, "int4": 2.15 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/google/gemma-3-4b-it", "lineage": { "family": "gemma-3", "variant": "gemma-3-4b-it", "base_model": { "status": "declared", "models": [ "google/gemma-3-4b-pt" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-03-21T20:20:53.000Z", "created_at": "2025-02-20T21:20:07.000Z", "downloads": 1275100, "likes": 1545, "sha": "093f9f388b31de276ce2de164bdc2081324b9767", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "gemma3", "image-text-to-text", "conversational", "arxiv:1905.07830", "arxiv:1905.10044", "arxiv:1911.11641", "arxiv:1904.09728", "arxiv:1705.03551", "arxiv:1911.01547", "arxiv:1907.10641", "arxiv:1903.00161", "arxiv:2009.03300", "arxiv:2304.06364", "arxiv:2103.03874", "arxiv:2110.14168", "arxiv:2311.12022", "arxiv:2108.07732", "arxiv:2107.03374", "arxiv:2210.03057", "arxiv:2106.03193", "arxiv:1910.11856", "arxiv:2502.12404", "arxiv:2502.21228", "arxiv:2404.16816", "arxiv:2104.12756", "arxiv:2311.16502", "arxiv:2203.10244", "arxiv:2404.12390", "arxiv:1810.12440", "arxiv:1908.02660", "arxiv:2312.11805", "base_model:google/gemma-3-4b-pt", "base_model:finetune:google/gemma-3-4b-pt", "license:gemma", "eval-results", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/google-gemma-3-4b-it/", "history_url": "https://openmodelweights.com/models/google-gemma-3-4b-it/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/google-gemma-3-4b-it.json" }, { "id": "ornith-ai-ornith-1-0-35b", "name": "Ornith-1.0-35B", "developer": "ornith-ai", "family": "Ornith-1.0", "variant": "Ornith-1.0-35B", "model": { "parameters": "0.000664944B", "total_parameters_billions": 0.000664944, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "qwen3_5_moe", "image-text-to-text", "text-generation", "conversational", "license:mit", "eval-results", "endpoints_compatible", "region:us", "deploy:sagemaker" ] }, "license": { "id": "mit", "name": "MIT", "url": "https://huggingface.co/deepreinforce-ai/Ornith-1.0-35B/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": "https://huggingface.co/deepreinforce-ai/Ornith-1.0-35B/blob/main/LICENSE" }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": "https://huggingface.co/deepreinforce-ai/Ornith-1.0-35B/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.0, "fp8_int8": 0.0, "int4": 0.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/ornith-ai/Ornith-1.0-35B", "lineage": { "family": "Ornith-1.0", "variant": "Ornith-1.0-35B", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "Ollama", "SGLang", "llama.cpp", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-06-25T14:30:28.000Z", "created_at": "2026-06-21T03:30:07.000Z", "downloads": 1492625, "likes": 506, "sha": "5df2ed3f675c7beaa490328cc70bb573b65fb660", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "qwen3_5_moe", "image-text-to-text", "text-generation", "conversational", "license:mit", "eval-results", "endpoints_compatible", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/ornith-ai-ornith-1-0-35b/", "history_url": "https://openmodelweights.com/models/ornith-ai-ornith-1-0-35b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/ornith-ai-ornith-1-0-35b.json" }, { "id": "zai-org-glm-5-2", "name": "GLM-5.2", "developer": "Z.ai", "family": "GLM-5.2", "variant": "GLM-5.2", "model": { "parameters": "753.33B", "total_parameters_billions": 753.32994048, "context": { "value": 1048576, "display": "1,048,576 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "glm_moe_dsa", "text-generation", "conversational", "en", "zh", "arxiv:2602.15763", "arxiv:2603.12201", "license:mit", "eval-results", "endpoints_compatible", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": "https://huggingface.co/zai-org/GLM-5.2/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": "https://huggingface.co/zai-org/GLM-5.2/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/zai-org/GLM-5.2/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1506.66, "fp8_int8": 753.33, "int4": 376.66 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/zai-org/GLM-5.2", "lineage": { "family": "GLM-5.2", "variant": "GLM-5.2", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-01T11:36:01.000Z", "created_at": "2026-06-16T07:39:20.000Z", "downloads": 710355, "likes": 5142, "sha": "cf457fa734ab149ffef225f80893eb38c6ff5cdc", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "glm_moe_dsa", "text-generation", "conversational", "en", "zh", "arxiv:2602.15763", "arxiv:2603.12201", "license:mit", "eval-results", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/zai-org-glm-5-2/", "history_url": "https://openmodelweights.com/models/zai-org-glm-5-2/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/zai-org-glm-5-2.json" }, { "id": "colbert-ir-colbertv2-0", "name": "colbertv2.0", "developer": "colbert-ir", "family": "colbertv2.0", "variant": "colbertv2.0", "model": { "parameters": "0.109581B", "total_parameters_billions": 0.109581056, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Not declared", "tags": [ "transformers", "pytorch", "onnx", "safetensors", "bert", "ColBERT", "en", "arxiv:2004.12832", "arxiv:2007.00814", "arxiv:2101.00436", "arxiv:2112.01488", "arxiv:2205.09707", "license:mit", "endpoints_compatible", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.22, "fp8_int8": 0.11, "int4": 0.05 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/colbert-ir/colbertv2.0", "lineage": { "family": "colbertv2.0", "variant": "colbertv2.0", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": null, "declared": [ "ONNX Runtime", "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-04-05T20:18:44.000Z", "created_at": "2023-06-27T21:31:39.000Z", "downloads": 1920078, "likes": 366, "sha": "c1e84128e85ef755c096a95bdb06b47793b13acf", "library_name": "transformers", "pipeline_tag": null, "tags": [ "transformers", "pytorch", "onnx", "safetensors", "bert", "ColBERT", "en", "arxiv:2004.12832", "arxiv:2007.00814", "arxiv:2101.00436", "arxiv:2112.01488", "arxiv:2205.09707", "license:mit", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/colbert-ir-colbertv2-0/", "history_url": "https://openmodelweights.com/models/colbert-ir-colbertv2-0/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/colbert-ir-colbertv2-0.json" }, { "id": "qwen-qwen2-5-32b-instruct", "name": "Qwen2.5-32B-Instruct", "developer": "Qwen", "family": "Qwen2.5", "variant": "Qwen2.5-32B-Instruct", "model": { "parameters": "32.7639B", "total_parameters_billions": 32.763876352, "context": { "value": 32768, "display": "32,768 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "qwen2", "text-generation", "chat", "conversational", "en", "arxiv:2309.00071", "arxiv:2407.10671", "base_model:Qwen/Qwen2.5-32B", "base_model:finetune:Qwen/Qwen2.5-32B", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "region:us", "deploy:sagemaker", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen2.5-32B-Instruct/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen2.5-32B-Instruct/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen2.5-32B-Instruct/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 65.53, "fp8_int8": 32.76, "int4": 16.38 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen2.5-32B-Instruct", "lineage": { "family": "Qwen2.5", "variant": "Qwen2.5-32B-Instruct", "base_model": { "status": "declared", "models": [ "Qwen/Qwen2.5-32B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-09-25T12:33:09.000Z", "created_at": "2024-09-17T04:17:55.000Z", "downloads": 1920796, "likes": 362, "sha": "5ede1c97bbab6ce5cda5812749b4c0bdf79b18dd", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "qwen2", "text-generation", "chat", "conversational", "en", "arxiv:2309.00071", "arxiv:2407.10671", "base_model:Qwen/Qwen2.5-32B", "base_model:finetune:Qwen/Qwen2.5-32B", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen2-5-32b-instruct/", "history_url": "https://openmodelweights.com/models/qwen-qwen2-5-32b-instruct/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen2-5-32b-instruct.json" }, { "id": "eleutherai-pythia-160m", "name": "pythia-160m", "developer": "EleutherAI", "family": "pythia", "variant": "pythia-160m", "model": { "parameters": "0.212655B", "total_parameters_billions": 0.212654688, "context": { "value": 2048, "display": "2,048 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "pytorch", "safetensors", "gpt_neox", "text-generation", "causal-lm", "pythia", "en", "dataset:EleutherAI/pile", "arxiv:2304.01373", "arxiv:2101.00027", "arxiv:2201.07311", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.43, "fp8_int8": 0.21, "int4": 0.11 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/EleutherAI/pythia-160m", "lineage": { "family": "pythia", "variant": "pythia-160m", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-07-09T15:52:09.000Z", "created_at": "2023-02-08T19:25:46.000Z", "downloads": 3465488, "likes": 46, "sha": "50f5173d932e8e61f858120bcb800b97af589f46", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "pytorch", "safetensors", "gpt_neox", "text-generation", "causal-lm", "pythia", "en", "dataset:EleutherAI/pile", "arxiv:2304.01373", "arxiv:2101.00027", "arxiv:2201.07311", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/eleutherai-pythia-160m/", "history_url": "https://openmodelweights.com/models/eleutherai-pythia-160m/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/eleutherai-pythia-160m.json" }, { "id": "google-vit-base-patch16-224-in21k", "name": "vit-base-patch16-224-in21k", "developer": "Google", "family": "vit-base-patch16-224-in21k", "variant": "vit-base-patch16-224-in21k", "model": { "parameters": "0.0863892B", "total_parameters_billions": 0.086389248, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image Feature Extraction", "tags": [ "transformers", "pytorch", "tf", "jax", "safetensors", "vit", "image-feature-extraction", "vision", "dataset:imagenet-21k", "arxiv:2010.11929", "arxiv:2006.03677", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.17, "fp8_int8": 0.09, "int4": 0.04 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/google/vit-base-patch16-224-in21k", "lineage": { "family": "vit-base-patch16-224-in21k", "variant": "vit-base-patch16-224-in21k", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-feature-extraction", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-02-05T16:37:39.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 1780967, "likes": 419, "sha": "b4569560a39a0f1af58e3ddaf17facf20ab919b0", "library_name": "transformers", "pipeline_tag": "image-feature-extraction", "tags": [ "transformers", "pytorch", "tf", "jax", "safetensors", "vit", "image-feature-extraction", "vision", "dataset:imagenet-21k", "arxiv:2010.11929", "arxiv:2006.03677", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/google-vit-base-patch16-224-in21k/", "history_url": "https://openmodelweights.com/models/google-vit-base-patch16-224-in21k/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/google-vit-base-patch16-224-in21k.json" }, { "id": "laion-clip-vit-l-14-laion2b-s32b-b82k", "name": "CLIP-ViT-L-14-laion2B-s32B-b82K", "developer": "laion", "family": "CLIP-ViT-L-14-laion2B-s32B-b82K", "variant": "CLIP-ViT-L-14-laion2B-s32B-b82K", "model": { "parameters": "0.427617B", "total_parameters_billions": 0.427616846, "context": { "value": 77, "display": "77 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Zero Shot Image Classification", "tags": [ "open_clip", "pytorch", "tensorboard", "safetensors", "clip", "zero-shot-image-classification", "arxiv:2110.09456", "arxiv:2111.09883", "arxiv:1910.04867", "license:mit", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.86, "fp8_int8": 0.43, "int4": 0.21 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/laion/CLIP-ViT-L-14-laion2B-s32B-b82K", "lineage": { "family": "CLIP-ViT-L-14-laion2B-s32B-b82K", "variant": "CLIP-ViT-L-14-laion2B-s32B-b82K", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "open_clip", "pipeline_tag": "zero-shot-image-classification", "declared": [ "open_clip" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-01-16T22:57:44.000Z", "created_at": "2022-09-14T22:51:37.000Z", "downloads": 3074565, "likes": 67, "sha": "1627032197142fbe2a7cfec626f4ced3ae60d07a", "library_name": "open_clip", "pipeline_tag": "zero-shot-image-classification", "tags": [ "open_clip", "pytorch", "tensorboard", "safetensors", "clip", "zero-shot-image-classification", "arxiv:2110.09456", "arxiv:2111.09883", "arxiv:1910.04867", "license:mit", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/laion-clip-vit-l-14-laion2b-s32b-b82k/", "history_url": "https://openmodelweights.com/models/laion-clip-vit-l-14-laion2b-s32b-b82k/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/laion-clip-vit-l-14-laion2b-s32b-b82k.json" }, { "id": "joeddav-xlm-roberta-large-xnli", "name": "xlm-roberta-large-xnli", "developer": "joeddav", "family": "xlm-roberta-large-xnli", "variant": "xlm-roberta-large-xnli", "model": { "parameters": "0.560944B", "total_parameters_billions": 0.560943621, "context": { "value": 514, "display": "514 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Zero Shot Classification", "tags": [ "transformers", "pytorch", "tf", "safetensors", "xlm-roberta", "text-classification", "tensorflow", "zero-shot-classification", "multilingual", "en", "fr", "es", "de", "el", "bg", "ru", "tr", "ar", "vi", "th" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1.12, "fp8_int8": 0.56, "int4": 0.28 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/joeddav/xlm-roberta-large-xnli", "lineage": { "family": "xlm-roberta-large-xnli", "variant": "xlm-roberta-large-xnli", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "zero-shot-classification", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-10-16T21:59:20.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 1966581, "likes": 293, "sha": "b227ee8435ceadfa86dc1368a34254e2838bf242", "library_name": "transformers", "pipeline_tag": "zero-shot-classification", "tags": [ "transformers", "pytorch", "tf", "safetensors", "xlm-roberta", "text-classification", "tensorflow", "zero-shot-classification", "multilingual", "en", "fr", "es", "de", "el", "bg", "ru", "tr", "ar", "vi", "th", "zh", "hi", "sw", "ur", "dataset:multi_nli", "dataset:xnli", "arxiv:1911.02116", "doi:10.57967/hf/6544", "license:mit", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/joeddav-xlm-roberta-large-xnli/", "history_url": "https://openmodelweights.com/models/joeddav-xlm-roberta-large-xnli/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/joeddav-xlm-roberta-large-xnli.json" }, { "id": "stabilityai-sdxl-turbo", "name": "sdxl-turbo", "developer": "Stability AI", "family": "sdxl-turbo", "variant": "sdxl-turbo", "model": { "parameters": "2.56746B", "total_parameters_billions": 2.567463684, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text → image", "tags": [ "diffusers", "onnx", "safetensors", "text-to-image", "license:other", "diffusers:StableDiffusionXLPipeline", "region:us" ] }, "license": { "id": "other", "name": "sai-nc-community", "url": "https://huggingface.co/stabilityai/sdxl-turbo/blob/main/LICENSE.md", "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": "https://huggingface.co/stabilityai/sdxl-turbo/blob/main/LICENSE.md" }, "repository_license_files": [ "LICENSE.md" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/stabilityai/sdxl-turbo/blob/main/LICENSE.md" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 5.13, "fp8_int8": 2.57, "int4": 1.28 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "ONNX" ], "repository": "https://huggingface.co/stabilityai/sdxl-turbo", "lineage": { "family": "sdxl-turbo", "variant": "sdxl-turbo", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Diffusers", "pipeline_tag": "text-to-image", "declared": [ "Diffusers", "ONNX Runtime" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-07-10T11:33:43.000Z", "created_at": "2023-11-27T15:19:11.000Z", "downloads": 1011384, "likes": 2635, "sha": "71153311d3dbb46851df1931d3ca6e939de83304", "library_name": "diffusers", "pipeline_tag": "text-to-image", "tags": [ "diffusers", "onnx", "safetensors", "text-to-image", "license:other", "diffusers:StableDiffusionXLPipeline", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/stabilityai-sdxl-turbo/", "history_url": "https://openmodelweights.com/models/stabilityai-sdxl-turbo/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/stabilityai-sdxl-turbo.json" }, { "id": "dslim-bert-base-ner", "name": "bert-base-NER", "developer": "dslim", "family": "bert-base-NER", "variant": "bert-base-NER", "model": { "parameters": "0.108317B", "total_parameters_billions": 0.108317193, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "pytorch", "tf", "jax", "onnx", "safetensors", "bert", "token-classification", "en", "dataset:conll2003", "arxiv:1810.04805", "license:mit", "model-index", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.22, "fp8_int8": 0.11, "int4": 0.05 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/dslim/bert-base-NER", "lineage": { "family": "bert-base-NER", "variant": "bert-base-NER", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "token-classification", "declared": [ "ONNX Runtime", "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-10-08T07:51:39.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 1474514, "likes": 737, "sha": "d1a3e8f13f8c3566299d95fcfc9a8d2382a9affc", "library_name": "transformers", "pipeline_tag": "token-classification", "tags": [ "transformers", "pytorch", "tf", "jax", "onnx", "safetensors", "bert", "token-classification", "en", "dataset:conll2003", "arxiv:1810.04805", "license:mit", "model-index", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/dslim-bert-base-ner/", "history_url": "https://openmodelweights.com/models/dslim-bert-base-ner/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/dslim-bert-base-ner.json" }, { "id": "minimaxai-minimax-m2-7", "name": "MiniMax-M2.7", "developer": "MiniMax", "family": "MiniMax-M2.7", "variant": "MiniMax-M2.7", "model": { "parameters": "228.69B", "total_parameters_billions": 228.689764864, "context": { "value": 204800, "display": "204,800 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "minimax_m2", "text-generation", "conversational", "custom_code", "license:other", "eval-results", "endpoints_compatible", "fp8", "deploy:sagemaker", "region:us" ] }, "license": { "id": "other", "name": "other", "url": "https://github.com/MiniMax-AI/MiniMax-M2.7/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": "https://github.com/MiniMax-AI/MiniMax-M2.7/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://github.com/MiniMax-AI/MiniMax-M2.7/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 457.38, "fp8_int8": 228.69, "int4": 114.34 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/MiniMaxAI/MiniMax-M2.7", "lineage": { "family": "MiniMax-M2.7", "variant": "MiniMax-M2.7", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-04-20T04:28:14.000Z", "created_at": "2026-04-09T03:37:12.000Z", "downloads": 1107612, "likes": 1248, "sha": "d494266a4affc0d2995ba1fa35c8481cbd84294b", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "minimax_m2", "text-generation", "conversational", "custom_code", "license:other", "eval-results", "endpoints_compatible", "fp8", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "unknown", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/minimaxai-minimax-m2-7/", "history_url": "https://openmodelweights.com/models/minimaxai-minimax-m2-7/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/minimaxai-minimax-m2-7.json" }, { "id": "facebook-dinov2-small", "name": "dinov2-small", "developer": "Meta", "family": "dinov2-small", "variant": "dinov2-small", "model": { "parameters": "0.0220566B", "total_parameters_billions": 0.022056576, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image Feature Extraction", "tags": [ "transformers", "pytorch", "safetensors", "dinov2", "image-feature-extraction", "dino", "vision", "arxiv:2304.07193", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.04, "fp8_int8": 0.02, "int4": 0.01 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/facebook/dinov2-small", "lineage": { "family": "dinov2-small", "variant": "dinov2-small", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-feature-extraction", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-09-06T11:24:10.000Z", "created_at": "2023-07-31T16:53:09.000Z", "downloads": 2818590, "likes": 75, "sha": "ed25f3a31f01632728cabb09d1542f84ab7b0056", "library_name": "transformers", "pipeline_tag": "image-feature-extraction", "tags": [ "transformers", "pytorch", "safetensors", "dinov2", "image-feature-extraction", "dino", "vision", "arxiv:2304.07193", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/facebook-dinov2-small/", "history_url": "https://openmodelweights.com/models/facebook-dinov2-small/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/facebook-dinov2-small.json" }, { "id": "qwen-qwen3-embedding-4b", "name": "Qwen3-Embedding-4B", "developer": "Qwen", "family": "Qwen3-Embedding", "variant": "Qwen3-Embedding-4B", "model": { "parameters": "4.02177B", "total_parameters_billions": 4.021774336, "context": { "value": 40960, "display": "40,960 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Embeddings / features", "tags": [ "sentence-transformers", "safetensors", "qwen3", "text-generation", "transformers", "sentence-similarity", "feature-extraction", "text-embeddings-inference", "arxiv:2506.05176", "base_model:Qwen/Qwen3-4B-Base", "base_model:finetune:Qwen/Qwen3-4B-Base", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 8.04, "fp8_int8": 4.02, "int4": 2.01 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3-Embedding-4B", "lineage": { "family": "Qwen3-Embedding", "variant": "Qwen3-Embedding-4B", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3-4B-Base" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "feature-extraction", "declared": [ "Transformers", "sentence-transformers" ], "mentioned_in_model_card": [ "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-06-20T09:30:56.000Z", "created_at": "2025-06-03T14:31:33.000Z", "downloads": 1801634, "likes": 332, "sha": "5cf2132abc99cad020ac570b19d031efec650f2b", "library_name": "sentence-transformers", "pipeline_tag": "feature-extraction", "tags": [ "sentence-transformers", "safetensors", "qwen3", "text-generation", "transformers", "sentence-similarity", "feature-extraction", "text-embeddings-inference", "arxiv:2506.05176", "base_model:Qwen/Qwen3-4B-Base", "base_model:finetune:Qwen/Qwen3-4B-Base", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen3-embedding-4b/", "history_url": "https://openmodelweights.com/models/qwen-qwen3-embedding-4b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen3-embedding-4b.json" }, { "id": "farbodtavakkoli-otel-2-0-llm-31b-it", "name": "OTel-2.0-LLM-31B-IT", "developer": "farbodtavakkoli", "family": "OTel-2.0-LLM", "variant": "OTel-2.0-LLM-31B-IT", "model": { "parameters": "31.2731B", "total_parameters_billions": 31.273088876, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "gemma4", "image-text-to-text", "telecom", "telecommunications", "gsma", "at-t", "microsoft", "dell", "amd", "red-hat", "open-telco-ai", "rag", "instruction-following", "tool-calling", "osft", "orthogonal-subspace-fine-tuning", "continual-learning", "domain-adaptation" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://ai.google.dev/gemma/docs/gemma_4_license", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://ai.google.dev/gemma/docs/gemma_4_license" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://ai.google.dev/gemma/docs/gemma_4_license" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 62.55, "fp8_int8": 31.27, "int4": 15.64 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/farbodtavakkoli/OTel-2.0-LLM-31B-IT", "lineage": { "family": "OTel-2.0-LLM", "variant": "OTel-2.0-LLM-31B-IT", "base_model": { "status": "declared", "models": [ "google/gemma-4-31b-it" ], "relation": "finetune", "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers", "vLLM" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-08T05:51:57.000Z", "created_at": "2026-07-23T11:27:39.000Z", "downloads": 3237917, "likes": 22, "sha": "6d425c3903997f9540be33f507ad363848b0fa06", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "gemma4", "image-text-to-text", "telecom", "telecommunications", "gsma", "at-t", "microsoft", "dell", "amd", "red-hat", "open-telco-ai", "rag", "instruction-following", "tool-calling", "osft", "orthogonal-subspace-fine-tuning", "continual-learning", "domain-adaptation", "post-trained", "vllm", "multimodal", "text-generation", "conversational", "en", "arxiv:2504.07097", "license:apache-2.0", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/farbodtavakkoli-otel-2-0-llm-31b-it/", "history_url": "https://openmodelweights.com/models/farbodtavakkoli-otel-2-0-llm-31b-it/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/farbodtavakkoli-otel-2-0-llm-31b-it.json" }, { "id": "openai-whisper-base", "name": "whisper-base", "developer": "OpenAI", "family": "whisper", "variant": "whisper-base", "model": { "parameters": "0.0725939B", "total_parameters_billions": 0.07259392, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Audio → text", "tags": [ "transformers", "pytorch", "tf", "jax", "safetensors", "whisper", "automatic-speech-recognition", "audio", "hf-asr-leaderboard", "en", "zh", "de", "es", "ru", "ko", "fr", "ja", "pt", "tr", "pl" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.15, "fp8_int8": 0.07, "int4": 0.04 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/openai/whisper-base", "lineage": { "family": "whisper", "variant": "whisper-base", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "automatic-speech-recognition", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-02-29T10:26:57.000Z", "created_at": "2022-09-26T06:50:46.000Z", "downloads": 1806073, "likes": 291, "sha": "e37978b90ca9030d5170a5c07aadb050351a65bb", "library_name": "transformers", "pipeline_tag": "automatic-speech-recognition", "tags": [ "transformers", "pytorch", "tf", "jax", "safetensors", "whisper", "automatic-speech-recognition", "audio", "hf-asr-leaderboard", "en", "zh", "de", "es", "ru", "ko", "fr", "ja", "pt", "tr", "pl", "ca", "nl", "ar", "sv", "it", "id", "hi", "fi", "vi", "he", "uk", "el", "ms", "cs", "ro", "da", "hu", "ta", "no", "th", "ur", "hr", "bg", "lt", "la", "mi", "ml", "cy", "sk", "te", "fa", "lv", "bn", "sr", "az", "sl", "kn", "et", "mk", "br", "eu", "is", "hy", "ne", "mn", "bs", "kk", "sq", "sw", "gl", "mr", "pa", "si", "km", "sn", "yo", "so", "af", "oc", "ka", "be", "tg", "sd", "gu", "am", "yi", "lo", "uz", "fo", "ht", "ps", "tk", "nn", "mt", "sa", "lb", "my", "bo", "tl", "mg", "as", "tt", "haw", "ln", "ha", "ba", "jw", "su", "arxiv:2212.04356", "license:apache-2.0", "model-index", "endpoints_compatible", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/openai-whisper-base/", "history_url": "https://openmodelweights.com/models/openai-whisper-base/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/openai-whisper-base.json" }, { "id": "facebook-wav2vec2-base-960h", "name": "wav2vec2-base-960h", "developer": "Meta", "family": "wav2vec2-base-960h", "variant": "wav2vec2-base-960h", "model": { "parameters": "0.0943956B", "total_parameters_billions": 0.094395552, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Audio → text", "tags": [ "transformers", "pytorch", "tf", "safetensors", "wav2vec2", "automatic-speech-recognition", "audio", "hf-asr-leaderboard", "en", "dataset:librispeech_asr", "arxiv:2006.11477", "license:apache-2.0", "model-index", "eval-results", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.19, "fp8_int8": 0.09, "int4": 0.05 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/facebook/wav2vec2-base-960h", "lineage": { "family": "wav2vec2-base-960h", "variant": "wav2vec2-base-960h", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "automatic-speech-recognition", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2022-11-14T21:37:23.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 1630951, "likes": 406, "sha": "22aad52d435eb6dbaf354bdad9b0da84ce7d6156", "library_name": "transformers", "pipeline_tag": "automatic-speech-recognition", "tags": [ "transformers", "pytorch", "tf", "safetensors", "wav2vec2", "automatic-speech-recognition", "audio", "hf-asr-leaderboard", "en", "dataset:librispeech_asr", "arxiv:2006.11477", "license:apache-2.0", "model-index", "eval-results", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/facebook-wav2vec2-base-960h/", "history_url": "https://openmodelweights.com/models/facebook-wav2vec2-base-960h/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/facebook-wav2vec2-base-960h.json" }, { "id": "qwen-qwen2-5-14b-instruct", "name": "Qwen2.5-14B-Instruct", "developer": "Qwen", "family": "Qwen2.5", "variant": "Qwen2.5-14B-Instruct", "model": { "parameters": "14.77B", "total_parameters_billions": 14.770033664, "context": { "value": 32768, "display": "32,768 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "qwen2", "text-generation", "chat", "conversational", "en", "arxiv:2309.00071", "arxiv:2407.10671", "base_model:Qwen/Qwen2.5-14B", "base_model:finetune:Qwen/Qwen2.5-14B", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "region:us", "deploy:sagemaker", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen2.5-14B-Instruct/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen2.5-14B-Instruct/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen2.5-14B-Instruct/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 29.54, "fp8_int8": 14.77, "int4": 7.39 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen2.5-14B-Instruct", "lineage": { "family": "Qwen2.5", "variant": "Qwen2.5-14B-Instruct", "base_model": { "status": "declared", "models": [ "Qwen/Qwen2.5-14B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-09-25T12:33:04.000Z", "created_at": "2024-09-16T11:56:10.000Z", "downloads": 1670630, "likes": 372, "sha": "cf98f3b3bbb457ad9e2bb7baf9a0125b6b88caa8", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "qwen2", "text-generation", "chat", "conversational", "en", "arxiv:2309.00071", "arxiv:2407.10671", "base_model:Qwen/Qwen2.5-14B", "base_model:finetune:Qwen/Qwen2.5-14B", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen2-5-14b-instruct/", "history_url": "https://openmodelweights.com/models/qwen-qwen2-5-14b-instruct/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen2-5-14b-instruct.json" }, { "id": "qwen-qwen3-vl-embedding-8b", "name": "Qwen3-VL-Embedding-8B", "developer": "Qwen", "family": "Qwen3-VL-Embedding", "variant": "Qwen3-VL-Embedding-8B", "model": { "parameters": "8.14479B", "total_parameters_billions": 8.14479384, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Text embeddings", "tags": [ "sentence-transformers", "safetensors", "qwen3_vl", "image-text-to-text", "transformers", "multimodal embedding", "qwen", "embedding", "sentence-similarity", "arxiv:2601.04720", "base_model:Qwen/Qwen3-VL-8B-Instruct", "base_model:finetune:Qwen/Qwen3-VL-8B-Instruct", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 16.29, "fp8_int8": 8.14, "int4": 4.07 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3-VL-Embedding-8B", "lineage": { "family": "Qwen3-VL-Embedding", "variant": "Qwen3-VL-Embedding-8B", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3-VL-8B-Instruct" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "sentence-similarity", "declared": [ "Transformers", "sentence-transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-04-16T08:55:18.000Z", "created_at": "2026-01-07T03:02:55.000Z", "downloads": 1349753, "likes": 485, "sha": "2c4565515e0f265c6511776e7193b22c0968ddc7", "library_name": "sentence-transformers", "pipeline_tag": "sentence-similarity", "tags": [ "sentence-transformers", "safetensors", "qwen3_vl", "image-text-to-text", "transformers", "multimodal embedding", "qwen", "embedding", "sentence-similarity", "arxiv:2601.04720", "base_model:Qwen/Qwen3-VL-8B-Instruct", "base_model:finetune:Qwen/Qwen3-VL-8B-Instruct", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "recipe-or-training-files-present", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen3-vl-embedding-8b/", "history_url": "https://openmodelweights.com/models/qwen-qwen3-vl-embedding-8b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen3-vl-embedding-8b.json" }, { "id": "google-flan-t5-base", "name": "flan-t5-base", "developer": "Google", "family": "flan-t5", "variant": "flan-t5-base", "model": { "parameters": "0.247578B", "total_parameters_billions": 0.247577856, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "transformers", "pytorch", "tf", "jax", "safetensors", "t5", "text2text-generation", "en", "fr", "ro", "de", "multilingual", "dataset:svakulenk0/qrecc", "dataset:taskmaster2", "dataset:djaym7/wiki_dialog", "dataset:deepmind/code_contests", "dataset:lambada", "dataset:gsm8k", "dataset:aqua_rat", "dataset:esnli" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.5, "fp8_int8": 0.25, "int4": 0.12 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/google/flan-t5-base", "lineage": { "family": "flan-t5", "variant": "flan-t5-base", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": null, "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-07-17T12:48:39.000Z", "created_at": "2022-10-21T10:02:31.000Z", "downloads": 1193919, "likes": 1094, "sha": "7bcac572ce56db69c1ea7c8af255c5d7c9672fc2", "library_name": "transformers", "pipeline_tag": null, "tags": [ "transformers", "pytorch", "tf", "jax", "safetensors", "t5", "text2text-generation", "en", "fr", "ro", "de", "multilingual", "dataset:svakulenk0/qrecc", "dataset:taskmaster2", "dataset:djaym7/wiki_dialog", "dataset:deepmind/code_contests", "dataset:lambada", "dataset:gsm8k", "dataset:aqua_rat", "dataset:esnli", "dataset:quasc", "dataset:qed", "arxiv:2210.11416", "arxiv:1910.09700", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/google-flan-t5-base/", "history_url": "https://openmodelweights.com/models/google-flan-t5-base/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/google-flan-t5-base.json" }, { "id": "compvis-stable-diffusion-v1-4", "name": "stable-diffusion-v1-4", "developer": "CompVis", "family": "stable-diffusion-v1-4", "variant": "stable-diffusion-v1-4", "model": { "parameters": "0.859521B", "total_parameters_billions": 0.859520964, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text → image", "tags": [ "diffusers", "safetensors", "stable-diffusion", "stable-diffusion-diffusers", "text-to-image", "arxiv:2207.12598", "arxiv:2112.10752", "arxiv:2103.00020", "arxiv:2205.11487", "arxiv:1910.09700", "license:creativeml-openrail-m", "endpoints_compatible", "diffusers:StableDiffusionPipeline", "region:us" ] }, "license": { "id": "creativeml-openrail-m", "name": "creativeml-openrail-m", "url": null, "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1.72, "fp8_int8": 0.86, "int4": 0.43 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/CompVis/stable-diffusion-v1-4", "lineage": { "family": "stable-diffusion-v1-4", "variant": "stable-diffusion-v1-4", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Diffusers", "pipeline_tag": "text-to-image", "declared": [ "Diffusers" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-08-23T21:15:42.000Z", "created_at": "2022-08-20T13:26:13.000Z", "downloads": 673901, "likes": 7103, "sha": "133a221b8aa7292a167afc5127cb63fb5005638b", "library_name": "diffusers", "pipeline_tag": "text-to-image", "tags": [ "diffusers", "safetensors", "stable-diffusion", "stable-diffusion-diffusers", "text-to-image", "arxiv:2207.12598", "arxiv:2112.10752", "arxiv:2103.00020", "arxiv:2205.11487", "arxiv:1910.09700", "license:creativeml-openrail-m", "endpoints_compatible", "diffusers:StableDiffusionPipeline", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/compvis-stable-diffusion-v1-4/", "history_url": "https://openmodelweights.com/models/compvis-stable-diffusion-v1-4/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/compvis-stable-diffusion-v1-4.json" }, { "id": "cross-encoder-mmarco-mminilmv2-l12-h384-v1", "name": "mmarco-mMiniLMv2-L12-H384-v1", "developer": "cross-encoder", "family": "mmarco-mMiniLMv2-L12-H384-v1", "variant": "mmarco-mMiniLMv2-L12-H384-v1", "model": { "parameters": "0.117642B", "total_parameters_billions": 0.117641603, "context": { "value": 514, "display": "514 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text Ranking", "tags": [ "sentence-transformers", "pytorch", "onnx", "safetensors", "openvino", "xlm-roberta", "text-classification", "transformers", "text-ranking", "en", "ar", "zh", "nl", "fr", "de", "hi", "in", "it", "ja", "pt" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.24, "fp8_int8": 0.12, "int4": 0.06 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/cross-encoder/mmarco-mMiniLMv2-L12-H384-v1", "lineage": { "family": "mmarco-mMiniLMv2-L12-H384-v1", "variant": "mmarco-mMiniLMv2-L12-H384-v1", "base_model": { "status": "declared", "models": [ "nreimers/mMiniLMv2-L12-H384-distilled-from-XLMR-Large" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "text-ranking", "declared": [ "ONNX Runtime", "Transformers", "sentence-transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-04-15T08:03:02.000Z", "created_at": "2022-06-01T08:27:31.000Z", "downloads": 2526269, "likes": 83, "sha": "1427fd652930e4ba29e8149678df786c240d8825", "library_name": "sentence-transformers", "pipeline_tag": "text-ranking", "tags": [ "sentence-transformers", "pytorch", "onnx", "safetensors", "openvino", "xlm-roberta", "text-classification", "transformers", "text-ranking", "en", "ar", "zh", "nl", "fr", "de", "hi", "in", "it", "ja", "pt", "ru", "es", "vi", "multilingual", "dataset:unicamp-dl/mmarco", "base_model:nreimers/mMiniLMv2-L12-H384-distilled-from-XLMR-Large", "base_model:quantized:nreimers/mMiniLMv2-L12-H384-distilled-from-XLMR-Large", "license:apache-2.0", "text-embeddings-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "recipe-or-training-files-present", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/cross-encoder-mmarco-mminilmv2-l12-h384-v1/", "history_url": "https://openmodelweights.com/models/cross-encoder-mmarco-mminilmv2-l12-h384-v1/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/cross-encoder-mmarco-mminilmv2-l12-h384-v1.json" }, { "id": "dots-studio-dots-ocr", "name": "dots.ocr", "developer": "dots-studio", "family": "dots.ocr", "variant": "dots.ocr", "model": { "parameters": "3.03918B", "total_parameters_billions": 3.039179264, "context": { "value": 131072, "display": "131,072 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "dots_ocr", "safetensors", "text-generation", "image-to-text", "ocr", "document-parse", "layout", "table", "formula", "transformers", "custom_code", "image-text-to-text", "conversational", "en", "zh", "multilingual", "license:mit", "eval-results", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 6.08, "fp8_int8": 3.04, "int4": 1.52 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/dots-studio/dots.ocr", "lineage": { "family": "dots.ocr", "variant": "dots.ocr", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "dots_ocr", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers", "dots_ocr" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-10-31T08:49:31.000Z", "created_at": "2025-07-30T09:55:44.000Z", "downloads": 1080086, "likes": 1332, "sha": "c0111ce6bc07803dbc267932ffef0ae3a51dc951", "library_name": "dots_ocr", "pipeline_tag": "image-text-to-text", "tags": [ "dots_ocr", "safetensors", "text-generation", "image-to-text", "ocr", "document-parse", "layout", "table", "formula", "transformers", "custom_code", "image-text-to-text", "conversational", "en", "zh", "multilingual", "license:mit", "eval-results", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/dots-studio-dots-ocr/", "history_url": "https://openmodelweights.com/models/dots-studio-dots-ocr/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/dots-studio-dots-ocr.json" }, { "id": "intfloat-multilingual-e5-large-instruct", "name": "multilingual-e5-large-instruct", "developer": "intfloat", "family": "multilingual-e5-large", "variant": "multilingual-e5-large-instruct", "model": { "parameters": "0.55989B", "total_parameters_billions": 0.559890432, "context": { "value": 514, "display": "514 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Embeddings / features", "tags": [ "sentence-transformers", "onnx", "safetensors", "xlm-roberta", "feature-extraction", "mteb", "transformers", "multilingual", "af", "am", "ar", "as", "az", "be", "bg", "bn", "br", "bs", "ca", "cs" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1.12, "fp8_int8": 0.56, "int4": 0.28 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "ONNX" ], "repository": "https://huggingface.co/intfloat/multilingual-e5-large-instruct", "lineage": { "family": "multilingual-e5-large", "variant": "multilingual-e5-large-instruct", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "feature-extraction", "declared": [ "ONNX Runtime", "Transformers", "sentence-transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-07-10T10:12:37.000Z", "created_at": "2024-02-08T12:59:32.000Z", "downloads": 1359313, "likes": 642, "sha": "274baa43b0e13e37fafa6428dbc7938e62e5c439", "library_name": "sentence-transformers", "pipeline_tag": "feature-extraction", "tags": [ "sentence-transformers", "onnx", "safetensors", "xlm-roberta", "feature-extraction", "mteb", "transformers", "multilingual", "af", "am", "ar", "as", "az", "be", "bg", "bn", "br", "bs", "ca", "cs", "cy", "da", "de", "el", "en", "eo", "es", "et", "eu", "fa", "fi", "fr", "fy", "ga", "gd", "gl", "gu", "ha", "he", "hi", "hr", "hu", "hy", "id", "is", "it", "ja", "jv", "ka", "kk", "km", "kn", "ko", "ku", "ky", "la", "lo", "lt", "lv", "mg", "mk", "ml", "mn", "mr", "ms", "my", "ne", "nl", "no", "om", "or", "pa", "pl", "ps", "pt", "ro", "ru", "sa", "sd", "si", "sk", "sl", "so", "sq", "sr", "su", "sv", "sw", "ta", "te", "th", "tl", "tr", "ug", "uk", "ur", "uz", "vi", "xh", "yi", "zh", "arxiv:2402.05672", "arxiv:2401.00368", "arxiv:2104.08663", "arxiv:2210.07316", "license:mit", "model-index", "text-embeddings-inference", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/intfloat-multilingual-e5-large-instruct/", "history_url": "https://openmodelweights.com/models/intfloat-multilingual-e5-large-instruct/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/intfloat-multilingual-e5-large-instruct.json" }, { "id": "facebook-wav2vec2-base", "name": "wav2vec2-base", "developer": "Meta", "family": "wav2vec2", "variant": "wav2vec2-base", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "transformers", "pytorch", "wav2vec2", "pretraining", "speech", "en", "dataset:librispeech_asr", "arxiv:2006.11477", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/facebook/wav2vec2-base", "lineage": { "family": "wav2vec2", "variant": "wav2vec2-base", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": null, "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2021-12-28T12:44:31.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 2191935, "likes": 128, "sha": "0b5b8e868dd84f03fd87d01f9c4ff0f080fecfe8", "library_name": "transformers", "pipeline_tag": null, "tags": [ "transformers", "pytorch", "wav2vec2", "pretraining", "speech", "en", "dataset:librispeech_asr", "arxiv:2006.11477", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/facebook-wav2vec2-base/", "history_url": "https://openmodelweights.com/models/facebook-wav2vec2-base/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/facebook-wav2vec2-base.json" }, { "id": "google-bert-bert-base-chinese", "name": "bert-base-chinese", "developer": "google-bert", "family": "bert-base-chinese", "variant": "bert-base-chinese", "model": { "parameters": "0.102882B", "total_parameters_billions": 0.102882442, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "pytorch", "tf", "jax", "safetensors", "bert", "fill-mask", "zh", "arxiv:1810.04805", "license:apache-2.0", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.21, "fp8_int8": 0.1, "int4": 0.05 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/google-bert/bert-base-chinese", "lineage": { "family": "bert-base-chinese", "variant": "bert-base-chinese", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "fill-mask", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-07-03T11:58:48.000Z", "created_at": "2022-03-02T23:29:04.000Z", "downloads": 1054290, "likes": 1471, "sha": "8f23c25b06e129b6c986331a13d8d025a92cf0ea", "library_name": "transformers", "pipeline_tag": "fill-mask", "tags": [ "transformers", "pytorch", "tf", "jax", "safetensors", "bert", "fill-mask", "zh", "arxiv:1810.04805", "license:apache-2.0", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/google-bert-bert-base-chinese/", "history_url": "https://openmodelweights.com/models/google-bert-bert-base-chinese/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/google-bert-bert-base-chinese.json" }, { "id": "qwen-qwen2-5-0-5b", "name": "Qwen2.5-0.5B", "developer": "Qwen", "family": "Qwen2.5", "variant": "Qwen2.5-0.5B", "model": { "parameters": "0.494033B", "total_parameters_billions": 0.494032768, "context": { "value": 32768, "display": "32,768 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "qwen2", "text-generation", "conversational", "en", "arxiv:2407.10671", "license:apache-2.0", "eval-results", "text-generation-inference", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen2.5-0.5B/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen2.5-0.5B/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen2.5-0.5B/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.99, "fp8_int8": 0.49, "int4": 0.25 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen2.5-0.5B", "lineage": { "family": "Qwen2.5", "variant": "Qwen2.5-0.5B", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-09-25T12:32:36.000Z", "created_at": "2024-09-15T12:15:39.000Z", "downloads": 1490572, "likes": 461, "sha": "060db6499f32faf8b98477b0a26969ef7d8b9987", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "qwen2", "text-generation", "conversational", "en", "arxiv:2407.10671", "license:apache-2.0", "eval-results", "text-generation-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen2-5-0-5b/", "history_url": "https://openmodelweights.com/models/qwen-qwen2-5-0-5b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen2-5-0-5b.json" }, { "id": "google-siglip-so400m-patch14-384", "name": "siglip-so400m-patch14-384", "developer": "Google", "family": "siglip-so400m-patch14-384", "variant": "siglip-so400m-patch14-384", "model": { "parameters": "0.87796B", "total_parameters_billions": 0.877960498, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Zero Shot Image Classification", "tags": [ "transformers", "safetensors", "siglip", "zero-shot-image-classification", "vision", "arxiv:2303.15343", "arxiv:2305.13035", "arxiv:2209.06794", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1.76, "fp8_int8": 0.88, "int4": 0.44 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/google/siglip-so400m-patch14-384", "lineage": { "family": "siglip-so400m-patch14-384", "variant": "siglip-so400m-patch14-384", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "zero-shot-image-classification", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-09-26T08:21:46.000Z", "created_at": "2024-01-08T13:38:32.000Z", "downloads": 1317178, "likes": 691, "sha": "9fdffc58afc957d1a03a25b10dba0329ab15c2a3", "library_name": "transformers", "pipeline_tag": "zero-shot-image-classification", "tags": [ "transformers", "safetensors", "siglip", "zero-shot-image-classification", "vision", "arxiv:2303.15343", "arxiv:2305.13035", "arxiv:2209.06794", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/google-siglip-so400m-patch14-384/", "history_url": "https://openmodelweights.com/models/google-siglip-so400m-patch14-384/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/google-siglip-so400m-patch14-384.json" }, { "id": "huggingfacetb-smollm2-135m", "name": "SmolLM2-135M", "developer": "HuggingFaceTB", "family": "SmolLM2", "variant": "SmolLM2-135M", "model": { "parameters": "0.134515B", "total_parameters_billions": 0.134515008, "context": { "value": 8192, "display": "8,192 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "llama", "text-generation", "en", "arxiv:2502.02737", "license:apache-2.0", "eval-results", "text-generation-inference", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.27, "fp8_int8": 0.13, "int4": 0.07 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/HuggingFaceTB/SmolLM2-135M", "lineage": { "family": "SmolLM2", "variant": "SmolLM2-135M", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-02-06T10:34:41.000Z", "created_at": "2024-10-31T00:46:04.000Z", "downloads": 1805127, "likes": 241, "sha": "93efa2f097d58c2a74874c7e644dbc9b0cee75a2", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "llama", "text-generation", "en", "arxiv:2502.02737", "license:apache-2.0", "eval-results", "text-generation-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/huggingfacetb-smollm2-135m/", "history_url": "https://openmodelweights.com/models/huggingfacetb-smollm2-135m/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/huggingfacetb-smollm2-135m.json" }, { "id": "qwen-qwen2-vl-2b-instruct", "name": "Qwen2-VL-2B-Instruct", "developer": "Qwen", "family": "Qwen2-VL", "variant": "Qwen2-VL-2B-Instruct", "model": { "parameters": "2.20899B", "total_parameters_billions": 2.2089856, "context": { "value": 32768, "display": "32,768 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "qwen2_vl", "image-text-to-text", "multimodal", "conversational", "en", "arxiv:2409.12191", "arxiv:2308.12966", "base_model:Qwen/Qwen2-VL-2B", "base_model:finetune:Qwen/Qwen2-VL-2B", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen2-VL-2B-Instruct/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen2-VL-2B-Instruct/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen2-VL-2B-Instruct/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 4.42, "fp8_int8": 2.21, "int4": 1.1 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen2-VL-2B-Instruct", "lineage": { "family": "Qwen2-VL", "variant": "Qwen2-VL-2B-Instruct", "base_model": { "status": "declared", "models": [ "Qwen/Qwen2-VL-2B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-01-12T01:59:29.000Z", "created_at": "2024-08-28T09:02:15.000Z", "downloads": 1429788, "likes": 520, "sha": "895c3a49bc3fa70a340399125c650a463535e71c", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen2_vl", "image-text-to-text", "multimodal", "conversational", "en", "arxiv:2409.12191", "arxiv:2308.12966", "base_model:Qwen/Qwen2-VL-2B", "base_model:finetune:Qwen/Qwen2-VL-2B", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen2-vl-2b-instruct/", "history_url": "https://openmodelweights.com/models/qwen-qwen2-vl-2b-instruct/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen2-vl-2b-instruct.json" }, { "id": "autogluon-chronos-2-small", "name": "chronos-2-small", "developer": "autogluon", "family": "chronos-2-small", "variant": "chronos-2-small", "model": { "parameters": "0.0279346B", "total_parameters_billions": 0.027934624, "context": { "value": 8192, "display": "8,192 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "chronos_config.context_length" } ] }, "modality": "Time Series Forecasting", "tags": [ "chronos-forecasting", "safetensors", "t5", "time series", "forecasting", "foundation models", "pretrained models", "time-series-forecasting", "dataset:autogluon/chronos_datasets", "dataset:Salesforce/GiftEvalPretrain", "arxiv:2510.15821", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.06, "fp8_int8": 0.03, "int4": 0.01 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/autogluon/chronos-2-small", "lineage": { "family": "chronos-2-small", "variant": "chronos-2-small", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "chronos-forecasting", "pipeline_tag": "time-series-forecasting", "declared": [ "chronos-forecasting" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-12-03T11:57:35.000Z", "created_at": "2025-12-03T10:53:00.000Z", "downloads": 4642862, "likes": 8, "sha": "ddec01313e50b6bc58ebaa92ede81bc24a3d9f9a", "library_name": "chronos-forecasting", "pipeline_tag": "time-series-forecasting", "tags": [ "chronos-forecasting", "safetensors", "t5", "time series", "forecasting", "foundation models", "pretrained models", "time-series-forecasting", "dataset:autogluon/chronos_datasets", "dataset:Salesforce/GiftEvalPretrain", "arxiv:2510.15821", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/autogluon-chronos-2-small/", "history_url": "https://openmodelweights.com/models/autogluon-chronos-2-small/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/autogluon-chronos-2-small.json" }, { "id": "llava-hf-llava-1-5-7b-hf", "name": "llava-1.5-7b-hf", "developer": "llava-hf", "family": "llava-1.5", "variant": "llava-1.5-7b-hf", "model": { "parameters": "7.06343B", "total_parameters_billions": 7.063427072, "context": { "value": 4096, "display": "4,096 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "llava", "image-text-to-text", "vision", "conversational", "en", "dataset:liuhaotian/LLaVA-Instruct-150K", "license:llama2", "endpoints_compatible", "region:us" ] }, "license": { "id": "llama2", "name": "llama2", "url": "https://www.llama.com/llama3/license/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed subject to Llama community-license conditions", "basis": "https://www.llama.com/llama3/license/" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.llama.com/llama3/license/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 14.13, "fp8_int8": 7.06, "int4": 3.53 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/llava-hf/llava-1.5-7b-hf", "lineage": { "family": "llava-1.5", "variant": "llava-1.5-7b-hf", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-06-06T08:42:20.000Z", "created_at": "2023-12-05T09:31:24.000Z", "downloads": 1573855, "likes": 376, "sha": "b234b804b114d9e37bb655e11cbbb5f5e971b7a9", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "llava", "image-text-to-text", "vision", "conversational", "en", "dataset:liuhaotian/LLaVA-Instruct-150K", "license:llama2", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/llava-hf-llava-1-5-7b-hf/", "history_url": "https://openmodelweights.com/models/llava-hf-llava-1-5-7b-hf/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/llava-hf-llava-1-5-7b-hf.json" }, { "id": "qwen-qwen-72b", "name": "Qwen-72B", "developer": "Qwen", "family": "Qwen", "variant": "Qwen-72B", "model": { "parameters": "72.2879B", "total_parameters_billions": 72.287920128, "context": { "value": 32768, "display": "32,768 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "qwen", "text-generation", "custom_code", "zh", "en", "arxiv:2309.16609", "license:other", "region:us" ] }, "license": { "id": "other", "name": "tongyi-qianwen-license-agreement", "url": "https://github.com/QwenLM/Qwen/blob/main/Tongyi%20Qianwen%20LICENSE%20AGREEMENT", "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": "https://github.com/QwenLM/Qwen/blob/main/Tongyi%20Qianwen%20LICENSE%20AGREEMENT" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://github.com/QwenLM/Qwen/blob/main/Tongyi%20Qianwen%20LICENSE%20AGREEMENT" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 144.58, "fp8_int8": 72.29, "int4": 36.14 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen-72B", "lineage": { "family": "Qwen", "variant": "Qwen-72B", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-10-09T05:59:26.000Z", "created_at": "2023-11-26T16:16:31.000Z", "downloads": 1586226, "likes": 364, "sha": "b8e18ac61df64d35308695769ff46b976b6a00f4", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "qwen", "text-generation", "custom_code", "zh", "en", "arxiv:2309.16609", "license:other", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "unknown", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen-72b/", "history_url": "https://openmodelweights.com/models/qwen-qwen-72b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen-72b.json" }, { "id": "google-siglip2-base-patch16-256", "name": "siglip2-base-patch16-256", "developer": "Google", "family": "siglip2-base-patch16-256", "variant": "siglip2-base-patch16-256", "model": { "parameters": "0.375234B", "total_parameters_billions": 0.37523405, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Zero Shot Image Classification", "tags": [ "transformers", "safetensors", "siglip", "vision", "zero-shot-image-classification", "arxiv:2502.14786", "arxiv:2303.15343", "arxiv:2209.06794", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.75, "fp8_int8": 0.38, "int4": 0.19 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/google/siglip2-base-patch16-256", "lineage": { "family": "siglip2-base-patch16-256", "variant": "siglip2-base-patch16-256", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "zero-shot-image-classification", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-02-21T04:03:37.000Z", "created_at": "2025-02-17T20:01:17.000Z", "downloads": 3849951, "likes": 17, "sha": "3f9f96cb90da5dbc758b01813f2f6f1aee24c1ab", "library_name": "transformers", "pipeline_tag": "zero-shot-image-classification", "tags": [ "transformers", "safetensors", "siglip", "vision", "zero-shot-image-classification", "arxiv:2502.14786", "arxiv:2303.15343", "arxiv:2209.06794", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/google-siglip2-base-patch16-256/", "history_url": "https://openmodelweights.com/models/google-siglip2-base-patch16-256/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/google-siglip2-base-patch16-256.json" }, { "id": "deepseek-ai-deepseek-v4-flash-vision-exp", "name": "DeepSeek-V4-Flash-Vision-Exp", "developer": "DeepSeek", "family": "DeepSeek-V4-Flash-Vision-Exp", "variant": "DeepSeek-V4-Flash-Vision-Exp", "model": { "parameters": "304.647B", "total_parameters_billions": 304.646824126, "context": { "value": 1048576, "display": "1,048,576 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "deepseek_v4", "text-generation", "image-text-to-text", "license:mit", "eval-results", "endpoints_compatible", "8-bit", "fp8", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": "https://huggingface.co/deepseek-ai/DeepSeek-V4-Flash-Vision-Exp/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": "https://huggingface.co/deepseek-ai/DeepSeek-V4-Flash-Vision-Exp/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/deepseek-ai/DeepSeek-V4-Flash-Vision-Exp/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 609.29, "fp8_int8": 304.65, "int4": 152.32 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/deepseek-ai/DeepSeek-V4-Flash-Vision-Exp", "lineage": { "family": "DeepSeek-V4-Flash-Vision-Exp", "variant": "DeepSeek-V4-Flash-Vision-Exp", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-01T09:22:10.000Z", "created_at": "2026-08-31T06:16:18.000Z", "downloads": 951084, "likes": 930, "sha": "6821d6ad3681a4b137b066b76094fa82ebd0a380", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "deepseek_v4", "text-generation", "image-text-to-text", "license:mit", "eval-results", "endpoints_compatible", "8-bit", "fp8", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/deepseek-ai-deepseek-v4-flash-vision-exp/", "history_url": "https://openmodelweights.com/models/deepseek-ai-deepseek-v4-flash-vision-exp/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/deepseek-ai-deepseek-v4-flash-vision-exp.json" }, { "id": "qwen-qwen2-5-coder-32b-instruct", "name": "Qwen2.5-Coder-32B-Instruct", "developer": "Qwen", "family": "Qwen2.5-Coder", "variant": "Qwen2.5-Coder-32B-Instruct", "model": { "parameters": "32.7639B", "total_parameters_billions": 32.763876352, "context": { "value": 32768, "display": "32,768 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "qwen2", "text-generation", "code", "codeqwen", "chat", "qwen", "qwen-coder", "conversational", "en", "arxiv:2409.12186", "arxiv:2309.00071", "arxiv:2407.10671", "base_model:Qwen/Qwen2.5-Coder-32B", "base_model:finetune:Qwen/Qwen2.5-Coder-32B", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen2.5-Coder-32B-Instruct/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen2.5-Coder-32B-Instruct/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen2.5-Coder-32B-Instruct/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 65.53, "fp8_int8": 32.76, "int4": 16.38 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen2.5-Coder-32B-Instruct", "lineage": { "family": "Qwen2.5-Coder", "variant": "Qwen2.5-Coder-32B-Instruct", "base_model": { "status": "declared", "models": [ "Qwen/Qwen2.5-Coder-32B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-01-12T02:02:22.000Z", "created_at": "2024-11-06T07:49:50.000Z", "downloads": 911970, "likes": 2157, "sha": "381fc969f78efac66bc87ff7ddeadb7e73c218a7", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "qwen2", "text-generation", "code", "codeqwen", "chat", "qwen", "qwen-coder", "conversational", "en", "arxiv:2409.12186", "arxiv:2309.00071", "arxiv:2407.10671", "base_model:Qwen/Qwen2.5-Coder-32B", "base_model:finetune:Qwen/Qwen2.5-Coder-32B", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen2-5-coder-32b-instruct/", "history_url": "https://openmodelweights.com/models/qwen-qwen2-5-coder-32b-instruct/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen2-5-coder-32b-instruct.json" }, { "id": "facebook-musicgen-medium", "name": "musicgen-medium", "developer": "Meta", "family": "musicgen-medium", "variant": "musicgen-medium", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 2048, "display": "2,048 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "decoder.max_position_embeddings" } ] }, "modality": "Text To Audio", "tags": [ "transformers", "pytorch", "musicgen", "text-to-audio", "arxiv:2306.05284", "license:cc-by-nc-4.0", "endpoints_compatible", "region:us" ] }, "license": { "id": "cc-by-nc-4.0", "name": "CC BY-NC 4.0", "url": "https://www.llama.com/llama3/license/", "status": "verified", "commercial_use": { "status": "not-allowed", "label": "Commercial use is not permitted by CC BY-NC 4.0", "basis": "https://www.llama.com/llama3/license/" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.llama.com/llama3/license/" } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/facebook/musicgen-medium", "lineage": { "family": "musicgen-medium", "variant": "musicgen-medium", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-to-audio", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-11-17T15:25:23.000Z", "created_at": "2023-06-08T17:28:18.000Z", "downloads": 1938310, "likes": 170, "sha": "d3bd7b00761b78ad7a8a05145ee31e7832e9916c", "library_name": "transformers", "pipeline_tag": "text-to-audio", "tags": [ "transformers", "pytorch", "musicgen", "text-to-audio", "arxiv:2306.05284", "license:cc-by-nc-4.0", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/facebook-musicgen-medium/", "history_url": "https://openmodelweights.com/models/facebook-musicgen-medium/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/facebook-musicgen-medium.json" }, { "id": "nvidia-nvidia-nemotron-3-super-120b-a12b-bf16", "name": "NVIDIA-Nemotron-3-Super-120B-A12B-BF16", "developer": "NVIDIA", "family": "NVIDIA-Nemotron-3-Super", "variant": "NVIDIA-Nemotron-3-Super-120B-A12B-BF16", "model": { "parameters": "123.611B", "total_parameters_billions": 123.611012096, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "nemotron_h", "text-generation", "nvidia", "pytorch", "nemotron-3", "latent-moe", "mtp", "conversational", "custom_code", "en", "fr", "es", "it", "de", "ja", "zh", "dataset:nvidia/nemotron-post-training-v3", "dataset:nvidia/nemotron-pre-training-datasets" ] }, "license": { "id": "other", "name": "nvidia-nemotron-open-model-license", "url": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-nemotron-open-model-license/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercially usable subject to NVIDIA license conditions", "basis": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-nemotron-open-model-license/" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-nemotron-open-model-license/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 247.22, "fp8_int8": 123.61, "int4": 61.81 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/nvidia/NVIDIA-Nemotron-3-Super-120B-A12B-BF16", "lineage": { "family": "NVIDIA-Nemotron-3-Super", "variant": "NVIDIA-Nemotron-3-Super-120B-A12B-BF16", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "NeMo", "SGLang", "TensorRT-LLM", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-25T15:48:50.000Z", "created_at": "2026-03-10T18:32:14.000Z", "downloads": 1191279, "likes": 429, "sha": "2dc98e2afe4face0e4ce40972a915c45368bd34a", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "nemotron_h", "text-generation", "nvidia", "pytorch", "nemotron-3", "latent-moe", "mtp", "conversational", "custom_code", "en", "fr", "es", "it", "de", "ja", "zh", "dataset:nvidia/nemotron-post-training-v3", "dataset:nvidia/nemotron-pre-training-datasets", "arxiv:2512.20848", "arxiv:2512.20856", "license:other", "eval-results", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/nvidia-nvidia-nemotron-3-super-120b-a12b-bf16/", "history_url": "https://openmodelweights.com/models/nvidia-nvidia-nemotron-3-super-120b-a12b-bf16/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/nvidia-nvidia-nemotron-3-super-120b-a12b-bf16.json" }, { "id": "google-gemma-2-9b-it", "name": "gemma-2-9b-it", "developer": "Google", "family": "gemma-2", "variant": "gemma-2-9b-it", "model": { "parameters": "9.24171B", "total_parameters_billions": 9.241705984, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text", "tags": [ "transformers", "safetensors", "gemma2", "text-generation", "conversational", "arxiv:2009.03300", "arxiv:1905.07830", "arxiv:1911.11641", "arxiv:1904.09728", "arxiv:1905.10044", "arxiv:1907.10641", "arxiv:1811.00937", "arxiv:1809.02789", "arxiv:1911.01547", "arxiv:1705.03551", "arxiv:2107.03374", "arxiv:2108.07732", "arxiv:2110.14168", "arxiv:2009.11462", "arxiv:2101.11718" ] }, "license": { "id": "gemma", "name": "gemma", "url": "https://ai.google.dev/gemma/terms", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use permitted subject to Gemma Terms", "basis": "https://ai.google.dev/gemma/terms" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://ai.google.dev/gemma/terms" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 18.48, "fp8_int8": 9.24, "int4": 4.62 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/google/gemma-2-9b-it", "lineage": { "family": "gemma-2", "variant": "gemma-2-9b-it", "base_model": { "status": "declared", "models": [ "google/gemma-2-9b" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-08-27T19:41:49.000Z", "created_at": "2024-06-24T08:05:41.000Z", "downloads": 1092821, "likes": 1093, "sha": "11c9b309abf73637e4b6f9a3fa1e92e615547819", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "gemma2", "text-generation", "conversational", "arxiv:2009.03300", "arxiv:1905.07830", "arxiv:1911.11641", "arxiv:1904.09728", "arxiv:1905.10044", "arxiv:1907.10641", "arxiv:1811.00937", "arxiv:1809.02789", "arxiv:1911.01547", "arxiv:1705.03551", "arxiv:2107.03374", "arxiv:2108.07732", "arxiv:2110.14168", "arxiv:2009.11462", "arxiv:2101.11718", "arxiv:2110.08193", "arxiv:1804.09301", "arxiv:2109.07958", "arxiv:1804.06876", "arxiv:2103.03874", "arxiv:2304.06364", "arxiv:2206.04615", "arxiv:2203.09509", "base_model:google/gemma-2-9b", "base_model:finetune:google/gemma-2-9b", "license:gemma", "eval-results", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/google-gemma-2-9b-it/", "history_url": "https://openmodelweights.com/models/google-gemma-2-9b-it/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/google-gemma-2-9b-it.json" }, { "id": "comfy-org-flux1-dev", "name": "flux1-dev", "developer": "Comfy-Org", "family": "flux1-dev", "variant": "flux1-dev", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "diffusion-single-file", "comfyui", "base_model:black-forest-labs/FLUX.1-Canny-dev", "base_model:finetune:black-forest-labs/FLUX.1-Canny-dev", "license:other", "region:us" ] }, "license": { "id": "other", "name": "flux-1-dev-non-commercial-license", "url": "https://huggingface.co/black-forest-labs/FLUX.1-dev/resolve/main/LICENSE.md", "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": "https://huggingface.co/black-forest-labs/FLUX.1-dev/resolve/main/LICENSE.md" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/black-forest-labs/FLUX.1-dev/resolve/main/LICENSE.md" } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Comfy-Org/flux1-dev", "lineage": { "family": "flux1-dev", "variant": "flux1-dev", "base_model": { "status": "declared", "models": [ "black-forest-labs/FLUX.1-dev", "black-forest-labs/FLUX.1-Canny-dev", "black-forest-labs/FLUX.1-Depth-dev", "black-forest-labs/FLUX.1-Fill-dev" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "diffusion-single-file", "pipeline_tag": null, "declared": [ "diffusion-single-file" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-23T07:59:02.000Z", "created_at": "2024-08-03T20:04:30.000Z", "downloads": 1002028, "likes": 682, "sha": "83c446ef27a6ac1e9e36ecf13257283aa12cf22a", "library_name": "diffusion-single-file", "pipeline_tag": null, "tags": [ "diffusion-single-file", "comfyui", "base_model:black-forest-labs/FLUX.1-Canny-dev", "base_model:finetune:black-forest-labs/FLUX.1-Canny-dev", "license:other", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/comfy-org-flux1-dev/", "history_url": "https://openmodelweights.com/models/comfy-org-flux1-dev/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/comfy-org-flux1-dev.json" }, { "id": "facebook-w2v-bert-2-0", "name": "w2v-bert-2.0", "developer": "Meta", "family": "w2v-bert-2.0", "variant": "w2v-bert-2.0", "model": { "parameters": "0.580493B", "total_parameters_billions": 0.58049312, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Embeddings / features", "tags": [ "transformers", "safetensors", "wav2vec2-bert", "feature-extraction", "af", "am", "ar", "as", "az", "be", "bn", "bs", "bg", "ca", "cs", "zh", "cy", "da", "de", "el" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1.16, "fp8_int8": 0.58, "int4": 0.29 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/facebook/w2v-bert-2.0", "lineage": { "family": "w2v-bert-2.0", "variant": "w2v-bert-2.0", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "feature-extraction", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-01-25T13:51:13.000Z", "created_at": "2023-12-19T07:41:49.000Z", "downloads": 1723577, "likes": 233, "sha": "da985ba0987f70aaeb84a80f2851cfac8c697a7b", "library_name": "transformers", "pipeline_tag": "feature-extraction", "tags": [ "transformers", "safetensors", "wav2vec2-bert", "feature-extraction", "af", "am", "ar", "as", "az", "be", "bn", "bs", "bg", "ca", "cs", "zh", "cy", "da", "de", "el", "en", "et", "fi", "fr", "or", "om", "ga", "gl", "gu", "ha", "he", "hi", "hr", "hu", "hy", "ig", "id", "is", "it", "jv", "ja", "kn", "ka", "kk", "mn", "km", "ky", "ko", "lo", "ln", "lt", "lb", "lg", "lv", "ml", "mr", "mk", "mt", "mi", "my", "nl", "nb", "ne", "ny", "oc", "pa", "ps", "fa", "pl", "pt", "ro", "ru", "sk", "sl", "sn", "sd", "so", "es", "sr", "sv", "sw", "ta", "te", "tg", "tl", "th", "tr", "uk", "ur", "uz", "vi", "wo", "xh", "yo", "ms", "zu", "ary", "arz", "yue", "kea", "arxiv:2312.05187", "license:mit", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/facebook-w2v-bert-2-0/", "history_url": "https://openmodelweights.com/models/facebook-w2v-bert-2-0/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/facebook-w2v-bert-2-0.json" }, { "id": "alibaba-nlp-gte-multilingual-base", "name": "gte-multilingual-base", "developer": "Alibaba-NLP", "family": "gte-multilingual", "variant": "gte-multilingual-base", "model": { "parameters": "0.305369B", "total_parameters_billions": 0.305369089, "context": { "value": 8192, "display": "8,192 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text embeddings", "tags": [ "sentence-transformers", "safetensors", "new", "feature-extraction", "mteb", "transformers", "multilingual", "sentence-similarity", "text-embeddings-inference", "custom_code", "af", "ar", "az", "be", "bg", "bn", "ca", "ceb", "cs", "cy" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.61, "fp8_int8": 0.31, "int4": 0.15 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Alibaba-NLP/gte-multilingual-base", "lineage": { "family": "gte-multilingual", "variant": "gte-multilingual-base", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "sentence-similarity", "declared": [ "Transformers", "sentence-transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-07-05T01:38:16.000Z", "created_at": "2024-07-20T08:37:28.000Z", "downloads": 1488087, "likes": 378, "sha": "9bbca17d9273fd0d03d5725c7a4b0f6b45142062", "library_name": "sentence-transformers", "pipeline_tag": "sentence-similarity", "tags": [ "sentence-transformers", "safetensors", "new", "feature-extraction", "mteb", "transformers", "multilingual", "sentence-similarity", "text-embeddings-inference", "custom_code", "af", "ar", "az", "be", "bg", "bn", "ca", "ceb", "cs", "cy", "da", "de", "el", "en", "es", "et", "eu", "fa", "fi", "fr", "gl", "gu", "he", "hi", "hr", "ht", "hu", "hy", "id", "is", "it", "ja", "jv", "ka", "kk", "km", "kn", "ko", "ky", "lo", "lt", "lv", "mk", "ml", "mn", "mr", "ms", "my", "ne", "nl", "no", "pa", "pl", "pt", "qu", "ro", "ru", "si", "sk", "sl", "so", "sq", "sr", "sv", "sw", "ta", "te", "th", "tl", "tr", "uk", "ur", "vi", "yo", "zh", "arxiv:2407.19669", "arxiv:2210.09984", "arxiv:2402.03216", "arxiv:2007.15207", "arxiv:2104.08663", "arxiv:2402.07440", "license:apache-2.0", "model-index", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "recipe-or-training-files-present", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/alibaba-nlp-gte-multilingual-base/", "history_url": "https://openmodelweights.com/models/alibaba-nlp-gte-multilingual-base/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/alibaba-nlp-gte-multilingual-base.json" }, { "id": "deepseek-ai-deepseek-r1-distill-qwen-1-5b", "name": "DeepSeek-R1-Distill-Qwen-1.5B", "developer": "DeepSeek", "family": "DeepSeek-R1-Distill-Qwen", "variant": "DeepSeek-R1-Distill-Qwen-1.5B", "model": { "parameters": "1.77709B", "total_parameters_billions": 1.777088, "context": { "value": 131072, "display": "131,072 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "qwen2", "text-generation", "conversational", "arxiv:2501.12948", "license:mit", "text-generation-inference", "endpoints_compatible", "region:us", "deploy:sagemaker" ] }, "license": { "id": "mit", "name": "MIT", "url": "https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": "https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 3.55, "fp8_int8": 1.78, "int4": 0.89 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-1.5B", "lineage": { "family": "DeepSeek-R1-Distill-Qwen", "variant": "DeepSeek-R1-Distill-Qwen-1.5B", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-02-24T03:32:35.000Z", "created_at": "2025-01-20T09:04:18.000Z", "downloads": 954847, "likes": 1594, "sha": "ad9f0ae0864d7fbcd1cd905e3c6c5b069cc8b562", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "qwen2", "text-generation", "conversational", "arxiv:2501.12948", "license:mit", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/deepseek-ai-deepseek-r1-distill-qwen-1-5b/", "history_url": "https://openmodelweights.com/models/deepseek-ai-deepseek-r1-distill-qwen-1-5b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/deepseek-ai-deepseek-r1-distill-qwen-1-5b.json" }, { "id": "depth-anything-depth-anything-v2-small-hf", "name": "Depth-Anything-V2-Small-hf", "developer": "depth-anything", "family": "Depth-Anything-V2-Small-hf", "variant": "Depth-Anything-V2-Small-hf", "model": { "parameters": "0.0247851B", "total_parameters_billions": 0.024785089, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image", "tags": [ "transformers", "safetensors", "depth_anything", "depth-estimation", "depth", "relative depth", "arxiv:2406.09414", "arxiv:2401.10891", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.05, "fp8_int8": 0.02, "int4": 0.01 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/depth-anything/Depth-Anything-V2-Small-hf", "lineage": { "family": "Depth-Anything-V2-Small-hf", "variant": "Depth-Anything-V2-Small-hf", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "depth-estimation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-07-05T11:38:31.000Z", "created_at": "2024-06-18T10:01:15.000Z", "downloads": 2656962, "likes": 51, "sha": "5426e4f0f36572d16453bbda7a8389317b1bef99", "library_name": "transformers", "pipeline_tag": "depth-estimation", "tags": [ "transformers", "safetensors", "depth_anything", "depth-estimation", "depth", "relative depth", "arxiv:2406.09414", "arxiv:2401.10891", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/depth-anything-depth-anything-v2-small-hf/", "history_url": "https://openmodelweights.com/models/depth-anything-depth-anything-v2-small-hf/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/depth-anything-depth-anything-v2-small-hf.json" }, { "id": "neoquasar-kronos-tokenizer-base", "name": "Kronos-Tokenizer-base", "developer": "NeoQuasar", "family": "Kronos-Tokenizer", "variant": "Kronos-Tokenizer-base", "model": { "parameters": "0.00395826B", "total_parameters_billions": 0.003958258, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Time Series Forecasting", "tags": [ "pytorch", "safetensors", "Finance", "Candlestick", "K-line", "time-series-forecasting", "arxiv:2508.02739", "license:mit", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.01, "fp8_int8": 0.0, "int4": 0.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/NeoQuasar/Kronos-Tokenizer-base", "lineage": { "family": "Kronos-Tokenizer", "variant": "Kronos-Tokenizer-base", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "pytorch", "pipeline_tag": "time-series-forecasting", "declared": [ "pytorch" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-09-09T14:10:02.000Z", "created_at": "2025-06-30T16:55:43.000Z", "downloads": 2298693, "likes": 79, "sha": "0e0117387f39004a9016484a186a908917e22426", "library_name": "pytorch", "pipeline_tag": "time-series-forecasting", "tags": [ "pytorch", "safetensors", "Finance", "Candlestick", "K-line", "time-series-forecasting", "arxiv:2508.02739", "license:mit", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/neoquasar-kronos-tokenizer-base/", "history_url": "https://openmodelweights.com/models/neoquasar-kronos-tokenizer-base/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/neoquasar-kronos-tokenizer-base.json" }, { "id": "sentence-transformers-all-distilroberta-v1", "name": "all-distilroberta-v1", "developer": "Sentence Transformers", "family": "all-distilroberta-v1", "variant": "all-distilroberta-v1", "model": { "parameters": "0.0821189B", "total_parameters_billions": 0.082118914, "context": { "value": 514, "display": "514 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text embeddings", "tags": [ "sentence-transformers", "pytorch", "rust", "onnx", "safetensors", "openvino", "roberta", "fill-mask", "feature-extraction", "sentence-similarity", "transformers", "en", "dataset:s2orc", "dataset:flax-sentence-embeddings/stackexchange_xml", "dataset:ms_marco", "dataset:gooaq", "dataset:yahoo_answers_topics", "dataset:code_search_net", "dataset:search_qa", "dataset:eli5" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.16, "fp8_int8": 0.08, "int4": 0.04 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/sentence-transformers/all-distilroberta-v1", "lineage": { "family": "all-distilroberta-v1", "variant": "all-distilroberta-v1", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "sentence-similarity", "declared": [ "ONNX Runtime", "Transformers", "sentence-transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-03-06T13:35:55.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 2728703, "likes": 44, "sha": "842eaed40bee4d61673a81c92d5689a8fed7a09f", "library_name": "sentence-transformers", "pipeline_tag": "sentence-similarity", "tags": [ "sentence-transformers", "pytorch", "rust", "onnx", "safetensors", "openvino", "roberta", "fill-mask", "feature-extraction", "sentence-similarity", "transformers", "en", "dataset:s2orc", "dataset:flax-sentence-embeddings/stackexchange_xml", "dataset:ms_marco", "dataset:gooaq", "dataset:yahoo_answers_topics", "dataset:code_search_net", "dataset:search_qa", "dataset:eli5", "dataset:snli", "dataset:multi_nli", "dataset:wikihow", "dataset:natural_questions", "dataset:trivia_qa", "dataset:embedding-data/sentence-compression", "dataset:embedding-data/flickr30k-captions", "dataset:embedding-data/altlex", "dataset:embedding-data/simple-wiki", "dataset:embedding-data/QQP", "dataset:embedding-data/SPECTER", "dataset:embedding-data/PAQ_pairs", "dataset:embedding-data/WikiAnswers", "arxiv:1904.06472", "arxiv:2102.07033", "arxiv:2104.08727", "arxiv:1704.05179", "arxiv:1810.09305", "license:apache-2.0", "text-embeddings-inference", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "recipe-or-training-files-present", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/sentence-transformers-all-distilroberta-v1/", "history_url": "https://openmodelweights.com/models/sentence-transformers-all-distilroberta-v1/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/sentence-transformers-all-distilroberta-v1.json" }, { "id": "google-owlv2-base-patch16-ensemble", "name": "owlv2-base-patch16-ensemble", "developer": "Google", "family": "owlv2-base-patch16-ensemble", "variant": "owlv2-base-patch16-ensemble", "model": { "parameters": "0.154967B", "total_parameters_billions": 0.154966791, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Zero Shot Object Detection", "tags": [ "transformers", "pytorch", "safetensors", "owlv2", "zero-shot-object-detection", "vision", "arxiv:2306.09683", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.31, "fp8_int8": 0.15, "int4": 0.08 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/google/owlv2-base-patch16-ensemble", "lineage": { "family": "owlv2-base-patch16-ensemble", "variant": "owlv2-base-patch16-ensemble", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "zero-shot-object-detection", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-10-31T14:55:13.000Z", "created_at": "2023-10-13T09:27:09.000Z", "downloads": 1983687, "likes": 129, "sha": "cfd3195ba4ea9592eec887ded089f4c08eff231d", "library_name": "transformers", "pipeline_tag": "zero-shot-object-detection", "tags": [ "transformers", "pytorch", "safetensors", "owlv2", "zero-shot-object-detection", "vision", "arxiv:2306.09683", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/google-owlv2-base-patch16-ensemble/", "history_url": "https://openmodelweights.com/models/google-owlv2-base-patch16-ensemble/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/google-owlv2-base-patch16-ensemble.json" }, { "id": "comfy-org-flux2-dev", "name": "flux2-dev", "developer": "Comfy-Org", "family": "flux2-dev", "variant": "flux2-dev", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "diffusion-single-file", "comfyui", "base_model:ByteZSzn/Flux.2-Turbo-ComfyUI", "base_model:finetune:ByteZSzn/Flux.2-Turbo-ComfyUI", "license:other", "region:us" ] }, "license": { "id": "other", "name": "flux-1-dev-non-commercial-license", "url": "https://huggingface.co/black-forest-labs/FLUX.1-Krea-dev/blob/main/LICENSE.md", "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": "https://huggingface.co/black-forest-labs/FLUX.1-Krea-dev/blob/main/LICENSE.md" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/black-forest-labs/FLUX.1-Krea-dev/blob/main/LICENSE.md" } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Comfy-Org/flux2-dev", "lineage": { "family": "flux2-dev", "variant": "flux2-dev", "base_model": { "status": "declared", "models": [ "black-forest-labs/FLUX.2-dev", "ByteZSzn/Flux.2-Turbo-ComfyUI" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "diffusion-single-file", "pipeline_tag": null, "declared": [ "diffusion-single-file" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-23T07:58:36.000Z", "created_at": "2025-11-25T02:18:57.000Z", "downloads": 1179700, "likes": 336, "sha": "ed33133cd56476eac818c0943b6f9419b3e4a3a1", "library_name": "diffusion-single-file", "pipeline_tag": null, "tags": [ "diffusion-single-file", "comfyui", "base_model:ByteZSzn/Flux.2-Turbo-ComfyUI", "base_model:finetune:ByteZSzn/Flux.2-Turbo-ComfyUI", "license:other", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/comfy-org-flux2-dev/", "history_url": "https://openmodelweights.com/models/comfy-org-flux2-dev/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/comfy-org-flux2-dev.json" }, { "id": "tongyi-mai-z-image-turbo", "name": "Z-Image-Turbo", "developer": "Tongyi-MAI", "family": "Z-Image-Turbo", "variant": "Z-Image-Turbo", "model": { "parameters": "6.15491B", "total_parameters_billions": 6.154908736, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text → image", "tags": [ "diffusers", "safetensors", "text-to-image", "en", "arxiv:2511.22699", "arxiv:2511.22677", "arxiv:2511.13649", "license:apache-2.0", "diffusers:ZImagePipeline", "deploy:azure", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 12.31, "fp8_int8": 6.15, "int4": 3.08 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Tongyi-MAI/Z-Image-Turbo", "lineage": { "family": "Z-Image-Turbo", "variant": "Z-Image-Turbo", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Diffusers", "pipeline_tag": "text-to-image", "declared": [ "Diffusers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-01-30T16:58:07.000Z", "created_at": "2025-11-25T15:09:48.000Z", "downloads": 592245, "likes": 5397, "sha": "f332072aa78be7aecdf3ee76d5c247082da564a6", "library_name": "diffusers", "pipeline_tag": "text-to-image", "tags": [ "diffusers", "safetensors", "text-to-image", "en", "arxiv:2511.22699", "arxiv:2511.22677", "arxiv:2511.13649", "license:apache-2.0", "diffusers:ZImagePipeline", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/tongyi-mai-z-image-turbo/", "history_url": "https://openmodelweights.com/models/tongyi-mai-z-image-turbo/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/tongyi-mai-z-image-turbo.json" }, { "id": "obliteratus-qwen3-8-27b-obliterated", "name": "Qwen3.8-27B-OBLITERATED", "developer": "OBLITERATUS", "family": "Qwen3.8", "variant": "Qwen3.8-27B-OBLITERATED", "model": { "parameters": "27.7814B", "total_parameters_billions": 27.781427952, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Text", "tags": [ "mlx", "safetensors", "gguf", "qwen3_5", "abliterated", "uncensored", "obliteratus", "qwen3", "qwen3.8", "red-team", "ai-safety-research", "text-generation", "conversational", "base_model:Qwen/Qwen3.8-27B", "base_model:quantized:Qwen/Qwen3.8-27B", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/OBLITERATUS/Qwen3.8-27B-OBLITERATED/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/OBLITERATUS/Qwen3.8-27B-OBLITERATED/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/OBLITERATUS/Qwen3.8-27B-OBLITERATED/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 55.56, "fp8_int8": 27.78, "int4": 13.89 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "GGUF" ], "repository": "https://huggingface.co/OBLITERATUS/Qwen3.8-27B-OBLITERATED", "lineage": { "family": "Qwen3.8", "variant": "Qwen3.8-27B-OBLITERATED", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3.8-27B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "MLX", "pipeline_tag": "text-generation", "declared": [ "MLX" ], "mentioned_in_model_card": [ "Ollama", "Transformers", "llama.cpp" ], "artifact_signals": [ "GGUF artifact present (commonly used with llama.cpp-compatible runtimes)" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-24T17:47:52.000Z", "created_at": "2026-08-19T14:53:08.000Z", "downloads": 783906, "likes": 1369, "sha": "a58c3b53b3ce71551eafde2ed5ec8df48e0f4ff8", "library_name": "mlx", "pipeline_tag": "text-generation", "tags": [ "mlx", "safetensors", "gguf", "qwen3_5", "abliterated", "uncensored", "obliteratus", "qwen3", "qwen3.8", "red-team", "ai-safety-research", "text-generation", "conversational", "base_model:Qwen/Qwen3.8-27B", "base_model:quantized:Qwen/Qwen3.8-27B", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/obliteratus-qwen3-8-27b-obliterated/", "history_url": "https://openmodelweights.com/models/obliteratus-qwen3-8-27b-obliterated/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/obliteratus-qwen3-8-27b-obliterated.json" }, { "id": "black-forest-labs-flux-1-schnell", "name": "FLUX.1-schnell", "developer": "Black Forest Labs", "family": "FLUX.1-schnell", "variant": "FLUX.1-schnell", "model": { "parameters": "11.8912B", "total_parameters_billions": 11.89117856, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text → image", "tags": [ "diffusers", "safetensors", "text-to-image", "image-generation", "flux", "en", "license:apache-2.0", "endpoints_compatible", "diffusers:FluxPipeline", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 23.78, "fp8_int8": 11.89, "int4": 5.95 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/black-forest-labs/FLUX.1-schnell", "lineage": { "family": "FLUX.1-schnell", "variant": "FLUX.1-schnell", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Diffusers", "pipeline_tag": "text-to-image", "declared": [ "Diffusers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-08-16T14:37:56.000Z", "created_at": "2024-07-31T19:58:05.000Z", "downloads": 615859, "likes": 6088, "sha": "741f7c3ce8b383c54771c7003378a50191e9efe9", "library_name": "diffusers", "pipeline_tag": "text-to-image", "tags": [ "diffusers", "safetensors", "text-to-image", "image-generation", "flux", "en", "license:apache-2.0", "endpoints_compatible", "diffusers:FluxPipeline", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/black-forest-labs-flux-1-schnell/", "history_url": "https://openmodelweights.com/models/black-forest-labs-flux-1-schnell/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/black-forest-labs-flux-1-schnell.json" }, { "id": "openai-whisper-tiny", "name": "whisper-tiny", "developer": "OpenAI", "family": "whisper-tiny", "variant": "whisper-tiny", "model": { "parameters": "0.0377606B", "total_parameters_billions": 0.03776064, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Audio → text", "tags": [ "transformers", "pytorch", "tf", "jax", "safetensors", "whisper", "automatic-speech-recognition", "audio", "hf-asr-leaderboard", "en", "zh", "de", "es", "ru", "ko", "fr", "ja", "pt", "tr", "pl" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.08, "fp8_int8": 0.04, "int4": 0.02 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/openai/whisper-tiny", "lineage": { "family": "whisper-tiny", "variant": "whisper-tiny", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "automatic-speech-recognition", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-02-29T10:57:33.000Z", "created_at": "2022-09-26T06:50:30.000Z", "downloads": 1344004, "likes": 450, "sha": "169d4a4341b33bc18d8881c4b69c2e104e1cc0af", "library_name": "transformers", "pipeline_tag": "automatic-speech-recognition", "tags": [ "transformers", "pytorch", "tf", "jax", "safetensors", "whisper", "automatic-speech-recognition", "audio", "hf-asr-leaderboard", "en", "zh", "de", "es", "ru", "ko", "fr", "ja", "pt", "tr", "pl", "ca", "nl", "ar", "sv", "it", "id", "hi", "fi", "vi", "he", "uk", "el", "ms", "cs", "ro", "da", "hu", "ta", "no", "th", "ur", "hr", "bg", "lt", "la", "mi", "ml", "cy", "sk", "te", "fa", "lv", "bn", "sr", "az", "sl", "kn", "et", "mk", "br", "eu", "is", "hy", "ne", "mn", "bs", "kk", "sq", "sw", "gl", "mr", "pa", "si", "km", "sn", "yo", "so", "af", "oc", "ka", "be", "tg", "sd", "gu", "am", "yi", "lo", "uz", "fo", "ht", "ps", "tk", "nn", "mt", "sa", "lb", "my", "bo", "tl", "mg", "as", "tt", "haw", "ln", "ha", "ba", "jw", "su", "arxiv:2212.04356", "license:apache-2.0", "model-index", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/openai-whisper-tiny/", "history_url": "https://openmodelweights.com/models/openai-whisper-tiny/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/openai-whisper-tiny.json" }, { "id": "qwen-qwen3-vl-embedding-2b", "name": "Qwen3-VL-Embedding-2B", "developer": "Qwen", "family": "Qwen3-VL-Embedding", "variant": "Qwen3-VL-Embedding-2B", "model": { "parameters": "2.12753B", "total_parameters_billions": 2.127532032, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Text embeddings", "tags": [ "sentence-transformers", "safetensors", "qwen3_vl", "image-text-to-text", "transformers", "multimodal embedding", "qwen", "embedding", "sentence-similarity", "arxiv:2601.04720", "base_model:Qwen/Qwen3-VL-2B-Instruct", "base_model:finetune:Qwen/Qwen3-VL-2B-Instruct", "license:apache-2.0", "endpoints_compatible", "region:us", "deploy:sagemaker" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 4.26, "fp8_int8": 2.13, "int4": 1.06 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3-VL-Embedding-2B", "lineage": { "family": "Qwen3-VL-Embedding", "variant": "Qwen3-VL-Embedding-2B", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3-VL-2B-Instruct" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "sentence-similarity", "declared": [ "Transformers", "sentence-transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-04-16T08:54:25.000Z", "created_at": "2026-01-07T03:03:25.000Z", "downloads": 1172110, "likes": 462, "sha": "9f2f7e710d6d81056aa5c0a4f04764fec6bb7bda", "library_name": "sentence-transformers", "pipeline_tag": "sentence-similarity", "tags": [ "sentence-transformers", "safetensors", "qwen3_vl", "image-text-to-text", "transformers", "multimodal embedding", "qwen", "embedding", "sentence-similarity", "arxiv:2601.04720", "base_model:Qwen/Qwen3-VL-2B-Instruct", "base_model:finetune:Qwen/Qwen3-VL-2B-Instruct", "license:apache-2.0", "endpoints_compatible", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "recipe-or-training-files-present", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen3-vl-embedding-2b/", "history_url": "https://openmodelweights.com/models/qwen-qwen3-vl-embedding-2b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen3-vl-embedding-2b.json" }, { "id": "google-timesfm-2-5-200m-pytorch", "name": "timesfm-2.5-200m-pytorch", "developer": "Google", "family": "timesfm-2.5", "variant": "timesfm-2.5-200m-pytorch", "model": { "parameters": "0.231289B", "total_parameters_billions": 0.23128928, "context": { "value": 16384, "display": "16,384 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "context_length" } ] }, "modality": "Time Series Forecasting", "tags": [ "timesfm", "safetensors", "time-series-forecasting", "arxiv:2310.10688", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.46, "fp8_int8": 0.23, "int4": 0.12 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/google/timesfm-2.5-200m-pytorch", "lineage": { "family": "timesfm-2.5", "variant": "timesfm-2.5-200m-pytorch", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "timesfm", "pipeline_tag": "time-series-forecasting", "declared": [ "timesfm" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-10-02T17:21:38.000Z", "created_at": "2025-09-02T18:55:45.000Z", "downloads": 1549806, "likes": 267, "sha": "1d952420fba87f3c6dee4f240de0f1a0fbc790e3", "library_name": "timesfm", "pipeline_tag": "time-series-forecasting", "tags": [ "timesfm", "safetensors", "time-series-forecasting", "arxiv:2310.10688", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/google-timesfm-2-5-200m-pytorch/", "history_url": "https://openmodelweights.com/models/google-timesfm-2-5-200m-pytorch/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/google-timesfm-2-5-200m-pytorch.json" }, { "id": "audeering-wav2vec2-large-robust-24-ft-age-gender", "name": "wav2vec2-large-robust-24-ft-age-gender", "developer": "audeering", "family": "wav2vec2-large-robust-24-ft-age-gender", "variant": "wav2vec2-large-robust-24-ft-age-gender", "model": { "parameters": "0.317542B", "total_parameters_billions": 0.31754202, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Audio Classification", "tags": [ "transformers", "pytorch", "safetensors", "wav2vec2", "speech", "audio", "audio-classification", "age-recognition", "gender-recognition", "dataset:agender", "dataset:mozillacommonvoice", "dataset:timit", "dataset:voxceleb2", "arxiv:2306.16962", "base_model:facebook/wav2vec2-large-robust", "base_model:finetune:facebook/wav2vec2-large-robust", "license:cc-by-nc-sa-4.0", "endpoints_compatible", "region:us" ] }, "license": { "id": "cc-by-nc-sa-4.0", "name": "cc-by-nc-sa-4.0", "url": "https://huggingface.co/audeering/wav2vec2-large-robust-24-ft-age-gender/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": "https://huggingface.co/audeering/wav2vec2-large-robust-24-ft-age-gender/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/audeering/wav2vec2-large-robust-24-ft-age-gender/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.64, "fp8_int8": 0.32, "int4": 0.16 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/audeering/wav2vec2-large-robust-24-ft-age-gender", "lineage": { "family": "wav2vec2-large-robust-24-ft-age-gender", "variant": "wav2vec2-large-robust-24-ft-age-gender", "base_model": { "status": "declared", "models": [ "facebook/wav2vec2-large-robust" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "audio-classification", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "ONNX Runtime" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-03-24T10:02:24.000Z", "created_at": "2023-09-04T11:50:44.000Z", "downloads": 2391745, "likes": 62, "sha": "bad2737f529168bc3d3fcd97edfaba9583c7d36d", "library_name": "transformers", "pipeline_tag": "audio-classification", "tags": [ "transformers", "pytorch", "safetensors", "wav2vec2", "speech", "audio", "audio-classification", "age-recognition", "gender-recognition", "dataset:agender", "dataset:mozillacommonvoice", "dataset:timit", "dataset:voxceleb2", "arxiv:2306.16962", "base_model:facebook/wav2vec2-large-robust", "base_model:finetune:facebook/wav2vec2-large-robust", "license:cc-by-nc-sa-4.0", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/audeering-wav2vec2-large-robust-24-ft-age-gender/", "history_url": "https://openmodelweights.com/models/audeering-wav2vec2-large-robust-24-ft-age-gender/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/audeering-wav2vec2-large-robust-24-ft-age-gender.json" }, { "id": "meta-llama-llama-2-7b-hf", "name": "Llama-2-7b-hf", "developer": "Meta", "family": "Llama-2", "variant": "Llama-2-7b-hf", "model": { "parameters": "6.73842B", "total_parameters_billions": 6.738417664, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text", "tags": [ "transformers", "pytorch", "safetensors", "llama", "text-generation", "facebook", "meta", "llama-2", "en", "arxiv:2307.09288", "license:llama2", "text-generation-inference", "endpoints_compatible", "region:us", "deploy:sagemaker" ] }, "license": { "id": "llama2", "name": "llama2", "url": "https://www.llama.com/llama3/license/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed subject to Llama community-license conditions", "basis": "https://www.llama.com/llama3/license/" }, "repository_license_files": [ "LICENSE.txt" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.llama.com/llama3/license/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 13.48, "fp8_int8": 6.74, "int4": 3.37 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/meta-llama/Llama-2-7b-hf", "lineage": { "family": "Llama-2", "variant": "Llama-2-7b-hf", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-04-17T08:40:16.000Z", "created_at": "2023-07-13T16:16:13.000Z", "downloads": 787299, "likes": 2436, "sha": "01c7f73d771dfac7d292323805ebc428287df4f9", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "pytorch", "safetensors", "llama", "text-generation", "facebook", "meta", "llama-2", "en", "arxiv:2307.09288", "license:llama2", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/meta-llama-llama-2-7b-hf/", "history_url": "https://openmodelweights.com/models/meta-llama-llama-2-7b-hf/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/meta-llama-llama-2-7b-hf.json" }, { "id": "microsoft-vibevoice-1-5b", "name": "VibeVoice-1.5B", "developer": "Microsoft", "family": "VibeVoice", "variant": "VibeVoice-1.5B", "model": { "parameters": "2.70402B", "total_parameters_billions": 2.704021985, "context": { "value": 65536, "display": "65,536 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "decoder_config.max_position_embeddings" } ] }, "modality": "Text → audio", "tags": [ "transformers", "safetensors", "vibevoice", "text-to-audio", "Podcast", "text-to-speech", "en", "zh", "arxiv:2508.19205", "arxiv:2412.08635", "license:mit", "endpoints_compatible", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 5.41, "fp8_int8": 2.7, "int4": 1.35 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/microsoft/VibeVoice-1.5B", "lineage": { "family": "VibeVoice", "variant": "VibeVoice-1.5B", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-to-speech", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-01-22T07:22:28.000Z", "created_at": "2025-08-25T13:46:48.000Z", "downloads": 725889, "likes": 2488, "sha": "c00898d257e6b46004e3e2866a47534085fb685a", "library_name": "transformers", "pipeline_tag": "text-to-speech", "tags": [ "transformers", "safetensors", "vibevoice", "text-to-audio", "Podcast", "text-to-speech", "en", "zh", "arxiv:2508.19205", "arxiv:2412.08635", "license:mit", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/microsoft-vibevoice-1-5b/", "history_url": "https://openmodelweights.com/models/microsoft-vibevoice-1-5b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/microsoft-vibevoice-1-5b.json" }, { "id": "qwen-qwen2-5-coder-14b-instruct", "name": "Qwen2.5-Coder-14B-Instruct", "developer": "Qwen", "family": "Qwen2.5-Coder", "variant": "Qwen2.5-Coder-14B-Instruct", "model": { "parameters": "14.77B", "total_parameters_billions": 14.770033664, "context": { "value": 32768, "display": "32,768 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "qwen2", "text-generation", "code", "codeqwen", "chat", "qwen", "qwen-coder", "conversational", "en", "arxiv:2409.12186", "arxiv:2309.00071", "arxiv:2407.10671", "base_model:Qwen/Qwen2.5-Coder-14B", "base_model:finetune:Qwen/Qwen2.5-Coder-14B", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen2.5-Coder-14B-Instruct/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen2.5-Coder-14B-Instruct/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen2.5-Coder-14B-Instruct/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 29.54, "fp8_int8": 14.77, "int4": 7.39 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen2.5-Coder-14B-Instruct", "lineage": { "family": "Qwen2.5-Coder", "variant": "Qwen2.5-Coder-14B-Instruct", "base_model": { "status": "declared", "models": [ "Qwen/Qwen2.5-Coder-14B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-01-12T02:02:59.000Z", "created_at": "2024-11-06T07:49:46.000Z", "downloads": 1676668, "likes": 192, "sha": "aedcc2d42b622764e023cf882b6652e646b95671", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "qwen2", "text-generation", "code", "codeqwen", "chat", "qwen", "qwen-coder", "conversational", "en", "arxiv:2409.12186", "arxiv:2309.00071", "arxiv:2407.10671", "base_model:Qwen/Qwen2.5-Coder-14B", "base_model:finetune:Qwen/Qwen2.5-Coder-14B", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen2-5-coder-14b-instruct/", "history_url": "https://openmodelweights.com/models/qwen-qwen2-5-coder-14b-instruct/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen2-5-coder-14b-instruct.json" }, { "id": "openbmb-minicpm-o-4-5", "name": "MiniCPM-o-4_5", "developer": "openbmb", "family": "MiniCPM-o-4_5", "variant": "MiniCPM-o-4_5", "model": { "parameters": "9.37179B", "total_parameters_billions": 9.371787666, "context": { "value": 40960, "display": "40,960 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Any To Any", "tags": [ "transformers", "onnx", "safetensors", "minicpmo", "feature-extraction", "minicpm-o", "minicpm-v", "multimodal", "full-duplex", "any-to-any", "custom_code", "arxiv:2408.01800", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 18.74, "fp8_int8": 9.37, "int4": 4.69 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/openbmb/MiniCPM-o-4_5", "lineage": { "family": "MiniCPM-o-4_5", "variant": "MiniCPM-o-4_5", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "any-to-any", "declared": [ "ONNX Runtime", "Transformers" ], "mentioned_in_model_card": [ "Ollama", "SGLang", "llama.cpp", "vLLM" ], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-18T03:57:56.000Z", "created_at": "2026-02-03T14:10:39.000Z", "downloads": 739083, "likes": 1502, "sha": "503e754207c94da6bb26850b4469f367c9ea3582", "library_name": "transformers", "pipeline_tag": "any-to-any", "tags": [ "transformers", "onnx", "safetensors", "minicpmo", "feature-extraction", "minicpm-o", "minicpm-v", "multimodal", "full-duplex", "any-to-any", "custom_code", "arxiv:2408.01800", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/openbmb-minicpm-o-4-5/", "history_url": "https://openmodelweights.com/models/openbmb-minicpm-o-4-5/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/openbmb-minicpm-o-4-5.json" }, { "id": "thinkingmachines-inkling", "name": "Inkling", "developer": "thinkingmachines", "family": "Inkling", "variant": "Inkling", "model": { "parameters": "952.378B", "total_parameters_billions": 952.377623626, "context": { "value": 1048576, "display": "1,048,576 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.model_max_length" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "inkling_mm_model", "image-text-to-text", "conversational", "audio-text-to-text", "moe", "license:apache-2.0", "eval-results", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://www.apache.org/licenses/LICENSE-2.0", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://www.apache.org/licenses/LICENSE-2.0" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.apache.org/licenses/LICENSE-2.0" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1904.76, "fp8_int8": 952.38, "int4": 476.19 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/thinkingmachines/Inkling", "lineage": { "family": "Inkling", "variant": "Inkling", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-07-23T17:27:17.000Z", "created_at": "2026-07-14T13:23:14.000Z", "downloads": 709557, "likes": 1798, "sha": "828496eeae4c243ff1a22f7f28ff83694f2f7bc9", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "inkling_mm_model", "image-text-to-text", "conversational", "audio-text-to-text", "moe", "license:apache-2.0", "eval-results", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/thinkingmachines-inkling/", "history_url": "https://openmodelweights.com/models/thinkingmachines-inkling/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/thinkingmachines-inkling.json" }, { "id": "cross-encoder-ms-marco-minilm-l12-v2", "name": "ms-marco-MiniLM-L12-v2", "developer": "cross-encoder", "family": "ms-marco-MiniLM-L12-v2", "variant": "ms-marco-MiniLM-L12-v2", "model": { "parameters": "0.0333609B", "total_parameters_billions": 0.033360897, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text Ranking", "tags": [ "sentence-transformers", "pytorch", "jax", "onnx", "safetensors", "openvino", "bert", "text-classification", "transformers", "text-ranking", "en", "dataset:sentence-transformers/msmarco", "base_model:microsoft/MiniLM-L12-H384-uncased", "base_model:quantized:microsoft/MiniLM-L12-H384-uncased", "license:apache-2.0", "text-embeddings-inference", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.07, "fp8_int8": 0.03, "int4": 0.02 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/cross-encoder/ms-marco-MiniLM-L12-v2", "lineage": { "family": "ms-marco-MiniLM-L12-v2", "variant": "ms-marco-MiniLM-L12-v2", "base_model": { "status": "declared", "models": [ "microsoft/MiniLM-L12-H384-uncased" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "text-ranking", "declared": [ "ONNX Runtime", "Transformers", "sentence-transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-08-29T14:37:04.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 1956446, "likes": 112, "sha": "7b0235231ca2674cb8ca8f022859a6eba2b1c968", "library_name": "sentence-transformers", "pipeline_tag": "text-ranking", "tags": [ "sentence-transformers", "pytorch", "jax", "onnx", "safetensors", "openvino", "bert", "text-classification", "transformers", "text-ranking", "en", "dataset:sentence-transformers/msmarco", "base_model:microsoft/MiniLM-L12-H384-uncased", "base_model:quantized:microsoft/MiniLM-L12-H384-uncased", "license:apache-2.0", "text-embeddings-inference", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/cross-encoder-ms-marco-minilm-l12-v2/", "history_url": "https://openmodelweights.com/models/cross-encoder-ms-marco-minilm-l12-v2/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/cross-encoder-ms-marco-minilm-l12-v2.json" }, { "id": "google-medgemma-4b-it", "name": "medgemma-4b-it", "developer": "Google", "family": "medgemma", "variant": "medgemma-4b-it", "model": { "parameters": "4.30008B", "total_parameters_billions": 4.300079472, "context": { "value": 128000, "display": "128,000 tokens", "status": "verified", "evidence": [ { "source": "README.md", "detail": "explicit context statement" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "gemma3", "image-text-to-text", "medical", "radiology", "clinical-reasoning", "dermatology", "pathology", "ophthalmology", "chest-x-ray", "conversational", "arxiv:2303.15343", "arxiv:2507.05201", "arxiv:2405.03162", "arxiv:2106.14463", "arxiv:2412.03555", "arxiv:2501.19393", "arxiv:2009.13081", "arxiv:2102.09542" ] }, "license": { "id": "other", "name": "health-ai-developer-foundations", "url": "https://developers.google.com/health-ai-developer-foundations/terms", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use permitted subject to Gemma Terms", "basis": "https://developers.google.com/health-ai-developer-foundations/terms" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://developers.google.com/health-ai-developer-foundations/terms" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 8.6, "fp8_int8": 4.3, "int4": 2.15 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/google/medgemma-4b-it", "lineage": { "family": "medgemma", "variant": "medgemma-4b-it", "base_model": { "status": "declared", "models": [ "google/medgemma-4b-pt" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-10-28T17:24:49.000Z", "created_at": "2025-05-19T20:52:44.000Z", "downloads": 971061, "likes": 1083, "sha": "290cda5eeccbee130f987c4ad74a59ae6f196408", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "gemma3", "image-text-to-text", "medical", "radiology", "clinical-reasoning", "dermatology", "pathology", "ophthalmology", "chest-x-ray", "conversational", "arxiv:2303.15343", "arxiv:2507.05201", "arxiv:2405.03162", "arxiv:2106.14463", "arxiv:2412.03555", "arxiv:2501.19393", "arxiv:2009.13081", "arxiv:2102.09542", "arxiv:2411.15640", "arxiv:2404.05590", "arxiv:2501.18362", "base_model:google/medgemma-4b-pt", "base_model:finetune:google/medgemma-4b-pt", "license:other", "text-generation-inference", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/google-medgemma-4b-it/", "history_url": "https://openmodelweights.com/models/google-medgemma-4b-it/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/google-medgemma-4b-it.json" }, { "id": "lightricks-ltx-video", "name": "LTX-Video", "developer": "Lightricks", "family": "LTX-Video", "variant": "LTX-Video", "model": { "parameters": "1.92339B", "total_parameters_billions": 1.923385472, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image To Video", "tags": [ "diffusers", "safetensors", "ltx-video", "image-to-video", "en", "license:other", "diffusers:LTXPipeline", "region:us" ] }, "license": { "id": "other", "name": "other", "url": null, "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 3.85, "fp8_int8": 1.92, "int4": 0.96 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Lightricks/LTX-Video", "lineage": { "family": "LTX-Video", "variant": "LTX-Video", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Diffusers", "pipeline_tag": "image-to-video", "declared": [ "Diffusers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-07-16T14:32:35.000Z", "created_at": "2024-10-31T12:36:00.000Z", "downloads": 785280, "likes": 2323, "sha": "8984fa25007f376c1a299016d0957a37a2f797bb", "library_name": "diffusers", "pipeline_tag": "image-to-video", "tags": [ "diffusers", "safetensors", "ltx-video", "image-to-video", "en", "license:other", "diffusers:LTXPipeline", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/lightricks-ltx-video/", "history_url": "https://openmodelweights.com/models/lightricks-ltx-video/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/lightricks-ltx-video.json" }, { "id": "nomic-ai-nomic-embed-text-v2-moe", "name": "nomic-embed-text-v2-moe", "developer": "nomic-ai", "family": "nomic-embed-text-v2-moe", "variant": "nomic-embed-text-v2-moe", "model": { "parameters": "0.475293B", "total_parameters_billions": 0.475292928, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text embeddings", "tags": [ "sentence-transformers", "safetensors", "nomic_bert", "sentence-similarity", "feature-extraction", "custom_code", "en", "es", "fr", "de", "it", "pt", "pl", "nl", "tr", "ja", "vi", "ru", "id", "ar" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.95, "fp8_int8": 0.48, "int4": 0.24 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/nomic-ai/nomic-embed-text-v2-moe", "lineage": { "family": "nomic-embed-text-v2-moe", "variant": "nomic-embed-text-v2-moe", "base_model": { "status": "declared", "models": [ "nomic-ai/nomic-embed-text-v2-moe-unsupervised" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "sentence-similarity", "declared": [ "sentence-transformers" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-04-01T13:38:53.000Z", "created_at": "2025-02-07T22:50:07.000Z", "downloads": 1222393, "likes": 502, "sha": "1066b6599d099fbb93dfcb64f9c37a7c9e503e85", "library_name": "sentence-transformers", "pipeline_tag": "sentence-similarity", "tags": [ "sentence-transformers", "safetensors", "nomic_bert", "sentence-similarity", "feature-extraction", "custom_code", "en", "es", "fr", "de", "it", "pt", "pl", "nl", "tr", "ja", "vi", "ru", "id", "ar", "cs", "ro", "sv", "el", "uk", "zh", "hu", "da", "no", "hi", "fi", "bg", "ko", "sk", "th", "he", "ca", "lt", "fa", "ms", "sl", "lv", "mr", "bn", "sq", "cy", "be", "ml", "kn", "mk", "ur", "fy", "te", "eu", "sw", "so", "sd", "uz", "co", "hr", "gu", "ce", "eo", "jv", "la", "zu", "mn", "si", "ga", "ky", "tg", "my", "km", "mg", "pa", "sn", "ha", "ht", "su", "gd", "ny", "ps", "ku", "am", "ig", "lo", "mi", "nn", "sm", "yi", "st", "tl", "xh", "yo", "af", "ta", "tn", "ug", "az", "ba", "bs", "dv", "et", "gl", "gn", "gv", "hy", "arxiv:2502.07972", "arxiv:2205.13147", "base_model:nomic-ai/nomic-embed-text-v2-moe-unsupervised", "base_model:finetune:nomic-ai/nomic-embed-text-v2-moe-unsupervised", "license:apache-2.0", "text-embeddings-inference", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/nomic-ai-nomic-embed-text-v2-moe/", "history_url": "https://openmodelweights.com/models/nomic-ai-nomic-embed-text-v2-moe/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/nomic-ai-nomic-embed-text-v2-moe.json" }, { "id": "docling-project-docling-models", "name": "docling-models", "developer": "docling-project", "family": "docling-models", "variant": "docling-models", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "transformers", "arxiv:2408.09869", "arxiv:2206.01062", "doi:10.57967/hf/3036", "license:cdla-permissive-2.0", "license:apache-2.0", "eval-results", "endpoints_compatible", "region:us" ] }, "license": { "id": "['cdla-permissive-2.0', 'apache-2.0']", "name": "['cdla-permissive-2.0', 'apache-2.0']", "url": null, "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/docling-project/docling-models", "lineage": { "family": "docling-models", "variant": "docling-models", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": null, "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-12-03T10:16:37.000Z", "created_at": "2024-07-02T12:26:11.000Z", "downloads": 1493763, "likes": 219, "sha": "2199320848bb9a8a519d22e4b528185a4f9a6f64", "library_name": "transformers", "pipeline_tag": null, "tags": [ "transformers", "arxiv:2408.09869", "arxiv:2206.01062", "doi:10.57967/hf/3036", "license:cdla-permissive-2.0", "license:apache-2.0", "eval-results", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/docling-project-docling-models/", "history_url": "https://openmodelweights.com/models/docling-project-docling-models/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/docling-project-docling-models.json" }, { "id": "tencent-hunyuanocr", "name": "HunyuanOCR", "developer": "Tencent", "family": "HunyuanOCR", "variant": "HunyuanOCR", "model": { "parameters": "1.11993B", "total_parameters_billions": 1.119925744, "context": { "value": 131072, "display": "131,072 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "hunyuan_vl", "image-text-to-text", "ocr", "vision-language-model", "document-parsing", "text-spotting", "information-extraction", "text-image-translation", "conversational", "multilingual", "en", "zh", "arxiv:2607.04884", "license:other", "eval-results", "endpoints_compatible", "region:us" ] }, "license": { "id": "other", "name": "tencent-hunyuan-community", "url": "https://huggingface.co/tencent/HunyuanOCR/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": "https://huggingface.co/tencent/HunyuanOCR/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE", "v1.0/LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/tencent/HunyuanOCR/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 2.24, "fp8_int8": 1.12, "int4": 0.56 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/tencent/HunyuanOCR", "lineage": { "family": "HunyuanOCR", "variant": "HunyuanOCR", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "llama.cpp", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-28T16:20:03.000Z", "created_at": "2025-11-18T04:08:56.000Z", "downloads": 840630, "likes": 825, "sha": "47644ecc4fc854efa4f505155158831f36773ee4", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "hunyuan_vl", "image-text-to-text", "ocr", "vision-language-model", "document-parsing", "text-spotting", "information-extraction", "text-image-translation", "conversational", "multilingual", "en", "zh", "arxiv:2607.04884", "license:other", "eval-results", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "unknown", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/tencent-hunyuanocr/", "history_url": "https://openmodelweights.com/models/tencent-hunyuanocr/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/tencent-hunyuanocr.json" }, { "id": "google-siglip-base-patch16-224", "name": "siglip-base-patch16-224", "developer": "Google", "family": "siglip-base-patch16-224", "variant": "siglip-base-patch16-224", "model": { "parameters": "0.203156B", "total_parameters_billions": 0.20315597, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Zero Shot Image Classification", "tags": [ "transformers", "pytorch", "safetensors", "siglip", "zero-shot-image-classification", "vision", "arxiv:2303.15343", "arxiv:2209.06794", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.41, "fp8_int8": 0.2, "int4": 0.1 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/google/siglip-base-patch16-224", "lineage": { "family": "siglip-base-patch16-224", "variant": "siglip-base-patch16-224", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "zero-shot-image-classification", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-09-26T08:20:18.000Z", "created_at": "2023-09-30T18:22:03.000Z", "downloads": 1989615, "likes": 92, "sha": "7fd15f0689c79d79e38b1c2e2e2370a7bf2761ed", "library_name": "transformers", "pipeline_tag": "zero-shot-image-classification", "tags": [ "transformers", "pytorch", "safetensors", "siglip", "zero-shot-image-classification", "vision", "arxiv:2303.15343", "arxiv:2209.06794", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/google-siglip-base-patch16-224/", "history_url": "https://openmodelweights.com/models/google-siglip-base-patch16-224/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/google-siglip-base-patch16-224.json" }, { "id": "qwen-qwen3-vl-8b-instruct-fp8", "name": "Qwen3-VL-8B-Instruct-FP8", "developer": "Qwen", "family": "Qwen3-VL", "variant": "Qwen3-VL-8B-Instruct-FP8", "model": { "parameters": "8.76755B", "total_parameters_billions": 8.767547632, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "qwen3_vl", "image-text-to-text", "conversational", "arxiv:2505.09388", "arxiv:2502.13923", "arxiv:2409.12191", "arxiv:2308.12966", "base_model:Qwen/Qwen3-VL-8B-Instruct", "base_model:quantized:Qwen/Qwen3-VL-8B-Instruct", "license:apache-2.0", "endpoints_compatible", "fp8", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 17.54, "fp8_int8": 8.77, "int4": 4.38 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3-VL-8B-Instruct-FP8", "lineage": { "family": "Qwen3-VL", "variant": "Qwen3-VL-8B-Instruct-FP8", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3-VL-8B-Instruct" ], "relation": "quantized", "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-11-26T13:18:16.000Z", "created_at": "2025-10-11T09:43:02.000Z", "downloads": 1957975, "likes": 84, "sha": "9cdc6310a8cb770ce18efaf4e9935334512aee45", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen3_vl", "image-text-to-text", "conversational", "arxiv:2505.09388", "arxiv:2502.13923", "arxiv:2409.12191", "arxiv:2308.12966", "base_model:Qwen/Qwen3-VL-8B-Instruct", "base_model:quantized:Qwen/Qwen3-VL-8B-Instruct", "license:apache-2.0", "endpoints_compatible", "fp8", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen3-vl-8b-instruct-fp8/", "history_url": "https://openmodelweights.com/models/qwen-qwen3-vl-8b-instruct-fp8/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen3-vl-8b-instruct-fp8.json" }, { "id": "idea-research-grounding-dino-base", "name": "grounding-dino-base", "developer": "IDEA-Research", "family": "grounding-dino", "variant": "grounding-dino-base", "model": { "parameters": "0.232811B", "total_parameters_billions": 0.23281088, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Zero Shot Object Detection", "tags": [ "transformers", "pytorch", "safetensors", "grounding-dino", "zero-shot-object-detection", "vision", "arxiv:2303.05499", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.47, "fp8_int8": 0.23, "int4": 0.12 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/IDEA-Research/grounding-dino-base", "lineage": { "family": "grounding-dino", "variant": "grounding-dino-base", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "zero-shot-object-detection", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-05-12T09:03:22.000Z", "created_at": "2023-09-25T01:27:30.000Z", "downloads": 1531109, "likes": 212, "sha": "12bdfa3120f3e7ec7b434d90674b3396eccf88eb", "library_name": "transformers", "pipeline_tag": "zero-shot-object-detection", "tags": [ "transformers", "pytorch", "safetensors", "grounding-dino", "zero-shot-object-detection", "vision", "arxiv:2303.05499", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/idea-research-grounding-dino-base/", "history_url": "https://openmodelweights.com/models/idea-research-grounding-dino-base/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/idea-research-grounding-dino-base.json" }, { "id": "alibaba-nlp-gte-reranker-modernbert-base", "name": "gte-reranker-modernbert-base", "developer": "Alibaba-NLP", "family": "gte-reranker-modernbert", "variant": "gte-reranker-modernbert-base", "model": { "parameters": "0.149606B", "total_parameters_billions": 0.149605633, "context": { "value": 8192, "display": "8,192 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text Ranking", "tags": [ "transformers", "onnx", "safetensors", "modernbert", "text-classification", "sentence-transformers", "transformers.js", "text-embeddings-inference", "text-ranking", "en", "arxiv:2308.03281", "base_model:answerdotai/ModernBERT-base", "base_model:finetune:answerdotai/ModernBERT-base", "license:apache-2.0", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.3, "fp8_int8": 0.15, "int4": 0.07 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "ONNX" ], "repository": "https://huggingface.co/Alibaba-NLP/gte-reranker-modernbert-base", "lineage": { "family": "gte-reranker-modernbert", "variant": "gte-reranker-modernbert-base", "base_model": { "status": "declared", "models": [ "answerdotai/ModernBERT-base" ], "relation": "finetune", "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-ranking", "declared": [ "ONNX Runtime", "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-07-04T10:03:42.000Z", "created_at": "2025-01-20T05:46:18.000Z", "downloads": 1877712, "likes": 98, "sha": "f7481e6055501a30fb19d090657df9ec1f79ab2c", "library_name": "transformers", "pipeline_tag": "text-ranking", "tags": [ "transformers", "onnx", "safetensors", "modernbert", "text-classification", "sentence-transformers", "transformers.js", "text-embeddings-inference", "text-ranking", "en", "arxiv:2308.03281", "base_model:answerdotai/ModernBERT-base", "base_model:finetune:answerdotai/ModernBERT-base", "license:apache-2.0", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/alibaba-nlp-gte-reranker-modernbert-base/", "history_url": "https://openmodelweights.com/models/alibaba-nlp-gte-reranker-modernbert-base/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/alibaba-nlp-gte-reranker-modernbert-base.json" }, { "id": "ornith-ai-ornith-1-0-9b", "name": "Ornith-1.0-9B", "developer": "ornith-ai", "family": "Ornith-1.0", "variant": "Ornith-1.0-9B", "model": { "parameters": "0.00146968B", "total_parameters_billions": 0.00146968, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "qwen3_5", "image-text-to-text", "text-generation", "conversational", "license:mit", "eval-results", "endpoints_compatible", "region:us", "deploy:sagemaker" ] }, "license": { "id": "mit", "name": "MIT", "url": "https://huggingface.co/deepreinforce-ai/Ornith-1.0-9B/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": "https://huggingface.co/deepreinforce-ai/Ornith-1.0-9B/blob/main/LICENSE" }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": "https://huggingface.co/deepreinforce-ai/Ornith-1.0-9B/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.0, "fp8_int8": 0.0, "int4": 0.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/ornith-ai/Ornith-1.0-9B", "lineage": { "family": "Ornith-1.0", "variant": "Ornith-1.0-9B", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "Ollama", "SGLang", "llama.cpp", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-06-25T14:08:32.000Z", "created_at": "2026-06-21T04:27:07.000Z", "downloads": 948432, "likes": 550, "sha": "83dc1f5e24ef8527af019a6b3bf66ac0f1c2c999", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "qwen3_5", "image-text-to-text", "text-generation", "conversational", "license:mit", "eval-results", "endpoints_compatible", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/ornith-ai-ornith-1-0-9b/", "history_url": "https://openmodelweights.com/models/ornith-ai-ornith-1-0-9b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/ornith-ai-ornith-1-0-9b.json" }, { "id": "swivid-f5-tts", "name": "F5-TTS", "developer": "SWivid", "family": "F5-TTS", "variant": "F5-TTS", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text → audio", "tags": [ "f5-tts", "text-to-speech", "dataset:amphion/Emilia-Dataset", "arxiv:2410.06885", "license:cc-by-nc-4.0", "region:us" ] }, "license": { "id": "cc-by-nc-4.0", "name": "CC BY-NC 4.0", "url": null, "status": "verified", "commercial_use": { "status": "not-allowed", "label": "Commercial use is not permitted by CC BY-NC 4.0", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/SWivid/F5-TTS", "lineage": { "family": "F5-TTS", "variant": "F5-TTS", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "f5-tts", "pipeline_tag": "text-to-speech", "declared": [ "f5-tts" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-03-21T05:05:00.000Z", "created_at": "2024-10-07T14:37:58.000Z", "downloads": 867630, "likes": 1212, "sha": "84e5a410d9cead4de2f847e7c9369a6440bdfaca", "library_name": "f5-tts", "pipeline_tag": "text-to-speech", "tags": [ "f5-tts", "text-to-speech", "dataset:amphion/Emilia-Dataset", "arxiv:2410.06885", "license:cc-by-nc-4.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/swivid-f5-tts/", "history_url": "https://openmodelweights.com/models/swivid-f5-tts/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/swivid-f5-tts.json" }, { "id": "nvidia-nvidia-nemotron-3-nano-30b-a3b-nvfp4", "name": "NVIDIA-Nemotron-3-Nano-30B-A3B-NVFP4", "developer": "NVIDIA", "family": "NVIDIA-Nemotron-3-Nano", "variant": "NVIDIA-Nemotron-3-Nano-30B-A3B-NVFP4", "model": { "parameters": "18.2378B", "total_parameters_billions": 18.237772608, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "nemotron_h", "text-generation", "nvidia", "pytorch", "conversational", "custom_code", "en", "es", "fr", "de", "ja", "it", "dataset:nvidia/Nemotron-Pretraining-Code-v1", "dataset:nvidia/Nemotron-CC-v2", "dataset:nvidia/Nemotron-Pretraining-SFT-v1", "dataset:nvidia/Nemotron-CC-Math-v1", "dataset:nvidia/Nemotron-Pretraining-Code-v2", "dataset:nvidia/Nemotron-Pretraining-Specialized-v1" ] }, "license": { "id": "other", "name": "nvidia-nemotron-open-model-license", "url": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-nemotron-open-model-license/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercially usable subject to NVIDIA license conditions", "basis": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-nemotron-open-model-license/" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-nemotron-open-model-license/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 36.48, "fp8_int8": 18.24, "int4": 9.12 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B-NVFP4", "lineage": { "family": "NVIDIA-Nemotron-3-Nano", "variant": "NVIDIA-Nemotron-3-Nano-30B-A3B-NVFP4", "base_model": { "status": "declared", "models": [ "nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B-BF16" ], "relation": "quantized", "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "NeMo", "SGLang", "TensorRT-LLM", "llama.cpp", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-24T23:50:33.000Z", "created_at": "2025-12-20T09:12:40.000Z", "downloads": 1221063, "likes": 180, "sha": "6efb4a2a1c1fa277ce7b3df7a1416255011b1c99", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "nemotron_h", "text-generation", "nvidia", "pytorch", "conversational", "custom_code", "en", "es", "fr", "de", "ja", "it", "dataset:nvidia/Nemotron-Pretraining-Code-v1", "dataset:nvidia/Nemotron-CC-v2", "dataset:nvidia/Nemotron-Pretraining-SFT-v1", "dataset:nvidia/Nemotron-CC-Math-v1", "dataset:nvidia/Nemotron-Pretraining-Code-v2", "dataset:nvidia/Nemotron-Pretraining-Specialized-v1", "dataset:nvidia/Nemotron-CC-v2.1", "dataset:nvidia/Nemotron-CC-Code-v1", "dataset:nvidia/Nemotron-Pretraining-Dataset-sample", "dataset:nvidia/Nemotron-Competitive-Programming-v1", "dataset:nvidia/Nemotron-Math-v2", "dataset:nvidia/Nemotron-Agentic-v1", "dataset:nvidia/Nemotron-Math-Proofs-v1", "dataset:nvidia/Nemotron-Instruction-Following-Chat-v1", "dataset:nvidia/Nemotron-Science-v1", "dataset:nvidia/Nemotron-3-Nano-RL-Training-Blend", "arxiv:2512.20848", "arxiv:2512.20856", "arxiv:2601.20088", "base_model:nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B-BF16", "base_model:quantized:nvidia/NVIDIA-Nemotron-3-Nano-30B-A3B-BF16", "license:other", "endpoints_compatible", "8-bit", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/nvidia-nvidia-nemotron-3-nano-30b-a3b-nvfp4/", "history_url": "https://openmodelweights.com/models/nvidia-nvidia-nemotron-3-nano-30b-a3b-nvfp4/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/nvidia-nvidia-nemotron-3-nano-30b-a3b-nvfp4.json" }, { "id": "distilbert-distilroberta-base", "name": "distilroberta-base", "developer": "distilbert", "family": "distilroberta", "variant": "distilroberta-base", "model": { "parameters": "0.0827608B", "total_parameters_billions": 0.082760793, "context": { "value": 514, "display": "514 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "pytorch", "tf", "jax", "rust", "safetensors", "roberta", "fill-mask", "exbert", "en", "dataset:openwebtext", "arxiv:1910.01108", "arxiv:1910.09700", "license:apache-2.0", "endpoints_compatible", "region:us", "deploy:sagemaker", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.17, "fp8_int8": 0.08, "int4": 0.04 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/distilbert/distilroberta-base", "lineage": { "family": "distilroberta", "variant": "distilroberta-base", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "fill-mask", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-02-19T11:09:58.000Z", "created_at": "2022-03-02T23:29:04.000Z", "downloads": 1494988, "likes": 182, "sha": "fb53ab8802853c8e4fbdbcd0529f21fc6f459b2b", "library_name": "transformers", "pipeline_tag": "fill-mask", "tags": [ "transformers", "pytorch", "tf", "jax", "rust", "safetensors", "roberta", "fill-mask", "exbert", "en", "dataset:openwebtext", "arxiv:1910.01108", "arxiv:1910.09700", "license:apache-2.0", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/distilbert-distilroberta-base/", "history_url": "https://openmodelweights.com/models/distilbert-distilroberta-base/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/distilbert-distilroberta-base.json" }, { "id": "fastvideo-fastvideo-fasth3-4-step-preview-v1-vsa-datafree", "name": "FastVideo-FastH3-4-step-Preview-v1-VSA-DataFree", "developer": "FastVideo", "family": "FastVideo-FastH3-4-step-Preview-v1-VSA-DataFree", "variant": "FastVideo-FastH3-4-step-Preview-v1-VSA-DataFree", "model": { "parameters": "35.0498B", "total_parameters_billions": 35.049751296, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text → video", "tags": [ "diffusers", "safetensors", "text-to-video", "video", "audio", "text-to-audio-video", "distillation", "dmd2", "few-step", "minimax-h3", "fastvideo", "fasth3", "preview", "arxiv:2405.14867", "base_model:MiniMaxAI/MiniMax-H3", "base_model:finetune:MiniMaxAI/MiniMax-H3", "license:other", "region:us" ] }, "license": { "id": "other", "name": "minimax-h3-community", "url": "https://huggingface.co/FastVideo/FastVideo-FastH3-4-step-Preview-v1-VSA-DataFree/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": "https://huggingface.co/FastVideo/FastVideo-FastH3-4-step-Preview-v1-VSA-DataFree/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/FastVideo/FastVideo-FastH3-4-step-Preview-v1-VSA-DataFree/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 70.1, "fp8_int8": 35.05, "int4": 17.52 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/FastVideo/FastVideo-FastH3-4-step-Preview-v1-VSA-DataFree", "lineage": { "family": "FastVideo-FastH3-4-step-Preview-v1-VSA-DataFree", "variant": "FastVideo-FastH3-4-step-Preview-v1-VSA-DataFree", "base_model": { "status": "declared", "models": [ "MiniMaxAI/MiniMax-H3" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Diffusers", "pipeline_tag": "text-to-video", "declared": [ "Diffusers" ], "mentioned_in_model_card": [ "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-04T23:59:07.000Z", "created_at": "2026-08-27T00:28:06.000Z", "downloads": 1020485, "likes": 317, "sha": "5ea076f35b84da4c3c82217112fa733d8eea2ae1", "library_name": "diffusers", "pipeline_tag": "text-to-video", "tags": [ "diffusers", "safetensors", "text-to-video", "video", "audio", "text-to-audio-video", "distillation", "dmd2", "few-step", "minimax-h3", "fastvideo", "fasth3", "preview", "arxiv:2405.14867", "base_model:MiniMaxAI/MiniMax-H3", "base_model:finetune:MiniMaxAI/MiniMax-H3", "license:other", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/fastvideo-fastvideo-fasth3-4-step-preview-v1-vsa-datafree/", "history_url": "https://openmodelweights.com/models/fastvideo-fastvideo-fasth3-4-step-preview-v1-vsa-datafree/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/fastvideo-fastvideo-fasth3-4-step-preview-v1-vsa-datafree.json" }, { "id": "mlx-community-parakeet-tdt-0-6b-v3", "name": "parakeet-tdt-0.6b-v3", "developer": "mlx-community", "family": "parakeet-tdt", "variant": "parakeet-tdt-0.6b-v3", "model": { "parameters": "0.627052B", "total_parameters_billions": 0.627052166, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Audio → text", "tags": [ "mlx", "safetensors", "automatic-speech-recognition", "speech", "audio", "FastConformer", "Conformer", "Parakeet", "en", "es", "fr", "de", "bg", "hr", "cs", "da", "nl", "et", "fi", "el" ] }, "license": { "id": "cc-by-4.0", "name": "CC BY 4.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed with attribution under CC BY 4.0", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1.25, "fp8_int8": 0.63, "int4": 0.31 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/mlx-community/parakeet-tdt-0.6b-v3", "lineage": { "family": "parakeet-tdt", "variant": "parakeet-tdt-0.6b-v3", "base_model": { "status": "declared", "models": [ "nvidia/parakeet-tdt-0.6b-v3" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "MLX", "pipeline_tag": "automatic-speech-recognition", "declared": [ "MLX" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-08-16T05:00:45.000Z", "created_at": "2025-08-16T04:58:50.000Z", "downloads": 2072361, "likes": 60, "sha": "ed2b7e8c15f9aaa0b5772e2efb986255eaef7e15", "library_name": "mlx", "pipeline_tag": "automatic-speech-recognition", "tags": [ "mlx", "safetensors", "automatic-speech-recognition", "speech", "audio", "FastConformer", "Conformer", "Parakeet", "en", "es", "fr", "de", "bg", "hr", "cs", "da", "nl", "et", "fi", "el", "hu", "it", "lv", "lt", "mt", "pl", "pt", "ro", "sk", "sl", "sv", "ru", "uk", "base_model:nvidia/parakeet-tdt-0.6b-v3", "base_model:finetune:nvidia/parakeet-tdt-0.6b-v3", "license:cc-by-4.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/mlx-community-parakeet-tdt-0-6b-v3/", "history_url": "https://openmodelweights.com/models/mlx-community-parakeet-tdt-0-6b-v3/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/mlx-community-parakeet-tdt-0-6b-v3.json" }, { "id": "deepseek-ai-deepseek-ocr-2", "name": "DeepSeek-OCR-2", "developer": "DeepSeek", "family": "DeepSeek-OCR-2", "variant": "DeepSeek-OCR-2", "model": { "parameters": "3.38912B", "total_parameters_billions": 3.38911936, "context": { "value": 8192, "display": "8,192 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "language_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "deepseek_vl_v2", "feature-extraction", "deepseek", "vision-language", "ocr", "custom_code", "image-text-to-text", "multilingual", "arxiv:2601.20552", "arxiv:2510.18234", "license:apache-2.0", "eval-results", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/deepseek-ai/DeepSeek-OCR-2/blob/main/LICENSE.txt", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/deepseek-ai/DeepSeek-OCR-2/blob/main/LICENSE.txt" }, "repository_license_files": [ "LICENSE.txt" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/deepseek-ai/DeepSeek-OCR-2/blob/main/LICENSE.txt" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 6.78, "fp8_int8": 3.39, "int4": 1.69 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/deepseek-ai/DeepSeek-OCR-2", "lineage": { "family": "DeepSeek-OCR-2", "variant": "DeepSeek-OCR-2", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-02-03T00:33:19.000Z", "created_at": "2026-01-27T02:56:54.000Z", "downloads": 800224, "likes": 1108, "sha": "aaa02f3811945a91062062994c5c4a3f4c0af2b0", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "deepseek_vl_v2", "feature-extraction", "deepseek", "vision-language", "ocr", "custom_code", "image-text-to-text", "multilingual", "arxiv:2601.20552", "arxiv:2510.18234", "license:apache-2.0", "eval-results", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/deepseek-ai-deepseek-ocr-2/", "history_url": "https://openmodelweights.com/models/deepseek-ai-deepseek-ocr-2/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/deepseek-ai-deepseek-ocr-2.json" }, { "id": "microsoft-phi-2", "name": "phi-2", "developer": "Microsoft", "family": "phi-2", "variant": "phi-2", "model": { "parameters": "2.77968B", "total_parameters_billions": 2.77968384, "context": { "value": 2048, "display": "2,048 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "phi", "text-generation", "nlp", "code", "en", "license:mit", "text-generation-inference", "endpoints_compatible", "region:us", "deploy:sagemaker", "deploy:azure" ] }, "license": { "id": "mit", "name": "MIT", "url": "https://huggingface.co/microsoft/phi-2/resolve/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": "https://huggingface.co/microsoft/phi-2/resolve/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/microsoft/phi-2/resolve/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 5.56, "fp8_int8": 2.78, "int4": 1.39 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/microsoft/phi-2", "lineage": { "family": "phi-2", "variant": "phi-2", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-12-08T11:35:44.000Z", "created_at": "2023-12-13T21:19:59.000Z", "downloads": 582116, "likes": 3523, "sha": "810d367871c1d460086d9f82db8696f2e0a0fcd0", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "phi", "text-generation", "nlp", "code", "en", "license:mit", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/microsoft-phi-2/", "history_url": "https://openmodelweights.com/models/microsoft-phi-2/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/microsoft-phi-2.json" }, { "id": "openai-community-gpt2-large", "name": "gpt2-large", "developer": "openai-community", "family": "gpt2-large", "variant": "gpt2-large", "model": { "parameters": "0.811779B", "total_parameters_billions": 0.811778816, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text", "tags": [ "transformers", "pytorch", "tf", "jax", "rust", "onnx", "safetensors", "gpt2", "text-generation", "en", "arxiv:1910.09700", "license:mit", "text-generation-inference", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1.62, "fp8_int8": 0.81, "int4": 0.41 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/openai-community/gpt2-large", "lineage": { "family": "gpt2-large", "variant": "gpt2-large", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "ONNX Runtime", "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-02-19T11:11:02.000Z", "created_at": "2022-03-02T23:29:04.000Z", "downloads": 1196118, "likes": 361, "sha": "32b71b12589c2f8d625668d2335a01cac3249519", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "pytorch", "tf", "jax", "rust", "onnx", "safetensors", "gpt2", "text-generation", "en", "arxiv:1910.09700", "license:mit", "text-generation-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/openai-community-gpt2-large/", "history_url": "https://openmodelweights.com/models/openai-community-gpt2-large/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/openai-community-gpt2-large.json" }, { "id": "google-siglip2-base-patch16-224", "name": "siglip2-base-patch16-224", "developer": "Google", "family": "siglip2-base-patch16-224", "variant": "siglip2-base-patch16-224", "model": { "parameters": "0.375188B", "total_parameters_billions": 0.37518797, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Zero Shot Image Classification", "tags": [ "transformers", "safetensors", "siglip", "vision", "zero-shot-image-classification", "arxiv:2502.14786", "arxiv:2303.15343", "arxiv:2209.06794", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.75, "fp8_int8": 0.38, "int4": 0.19 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/google/siglip2-base-patch16-224", "lineage": { "family": "siglip2-base-patch16-224", "variant": "siglip2-base-patch16-224", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "zero-shot-image-classification", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-02-21T04:03:35.000Z", "created_at": "2025-02-17T20:00:32.000Z", "downloads": 1570243, "likes": 144, "sha": "75de2d55ec2d0b4efc50b3e9ad70dba96a7b2fa2", "library_name": "transformers", "pipeline_tag": "zero-shot-image-classification", "tags": [ "transformers", "safetensors", "siglip", "vision", "zero-shot-image-classification", "arxiv:2502.14786", "arxiv:2303.15343", "arxiv:2209.06794", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/google-siglip2-base-patch16-224/", "history_url": "https://openmodelweights.com/models/google-siglip2-base-patch16-224/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/google-siglip2-base-patch16-224.json" }, { "id": "sentence-transformers-multi-qa-mpnet-base-dot-v1", "name": "multi-qa-mpnet-base-dot-v1", "developer": "Sentence Transformers", "family": "multi-qa-mpnet-base-dot-v1", "variant": "multi-qa-mpnet-base-dot-v1", "model": { "parameters": "0.109487B", "total_parameters_billions": 0.109486978, "context": { "value": 514, "display": "514 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text embeddings", "tags": [ "sentence-transformers", "pytorch", "onnx", "safetensors", "openvino", "mpnet", "fill-mask", "feature-extraction", "sentence-similarity", "transformers", "text-embeddings-inference", "en", "dataset:flax-sentence-embeddings/stackexchange_xml", "dataset:ms_marco", "dataset:gooaq", "dataset:yahoo_answers_topics", "dataset:search_qa", "dataset:eli5", "dataset:natural_questions", "dataset:trivia_qa" ] }, "license": { "id": null, "name": "Not declared in model-card metadata", "url": null, "status": "not-disclosed", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.22, "fp8_int8": 0.11, "int4": 0.05 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/sentence-transformers/multi-qa-mpnet-base-dot-v1", "lineage": { "family": "multi-qa-mpnet-base-dot-v1", "variant": "multi-qa-mpnet-base-dot-v1", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "sentence-similarity", "declared": [ "ONNX Runtime", "Transformers", "sentence-transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-08-19T10:21:26.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 1430089, "likes": 194, "sha": "17997f24dca0df1a4fed68894fb0e1e133e60482", "library_name": "sentence-transformers", "pipeline_tag": "sentence-similarity", "tags": [ "sentence-transformers", "pytorch", "onnx", "safetensors", "openvino", "mpnet", "fill-mask", "feature-extraction", "sentence-similarity", "transformers", "text-embeddings-inference", "en", "dataset:flax-sentence-embeddings/stackexchange_xml", "dataset:ms_marco", "dataset:gooaq", "dataset:yahoo_answers_topics", "dataset:search_qa", "dataset:eli5", "dataset:natural_questions", "dataset:trivia_qa", "dataset:embedding-data/QQP", "dataset:embedding-data/PAQ_pairs", "dataset:embedding-data/Amazon-QA", "dataset:embedding-data/WikiAnswers", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "not-disclosed", "commercial_use": "unknown", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "recipe-or-training-files-present", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/sentence-transformers-multi-qa-mpnet-base-dot-v1/", "history_url": "https://openmodelweights.com/models/sentence-transformers-multi-qa-mpnet-base-dot-v1/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/sentence-transformers-multi-qa-mpnet-base-dot-v1.json" }, { "id": "shibing624-text2vec-base-chinese", "name": "text2vec-base-chinese", "developer": "shibing624", "family": "text2vec-base-chinese", "variant": "text2vec-base-chinese", "model": { "parameters": "0.102268B", "total_parameters_billions": 0.10226816, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text embeddings", "tags": [ "sentence-transformers", "pytorch", "onnx", "safetensors", "openvino", "bert", "Sentence Transformers", "sentence-similarity", "zh", "dataset:shibing624/nli_zh", "license:apache-2.0", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.2, "fp8_int8": 0.1, "int4": 0.05 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/shibing624/text2vec-base-chinese", "lineage": { "family": "text2vec-base-chinese", "variant": "text2vec-base-chinese", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "sentence-similarity", "declared": [ "ONNX Runtime", "sentence-transformers" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-11-14T06:26:28.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 919579, "likes": 803, "sha": "183bb99aa7af74355fb58d16edf8c13ae7c5433e", "library_name": "sentence-transformers", "pipeline_tag": "sentence-similarity", "tags": [ "sentence-transformers", "pytorch", "onnx", "safetensors", "openvino", "bert", "Sentence Transformers", "sentence-similarity", "zh", "dataset:shibing624/nli_zh", "license:apache-2.0", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/shibing624-text2vec-base-chinese/", "history_url": "https://openmodelweights.com/models/shibing624-text2vec-base-chinese/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/shibing624-text2vec-base-chinese.json" }, { "id": "facebook-esmfold-v1", "name": "esmfold_v1", "developer": "Meta", "family": "esmfold_v1", "variant": "esmfold_v1", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 1026, "display": "1,026 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Not declared", "tags": [ "transformers", "pytorch", "esm", "license:mit", "endpoints_compatible", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/facebook/esmfold_v1", "lineage": { "family": "esmfold_v1", "variant": "esmfold_v1", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": null, "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-03-22T17:39:28.000Z", "created_at": "2022-11-01T18:24:14.000Z", "downloads": 2036439, "likes": 55, "sha": "75a3841ee059df2bf4d56688166c8fb459ddd97a", "library_name": "transformers", "pipeline_tag": null, "tags": [ "transformers", "pytorch", "esm", "license:mit", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/facebook-esmfold-v1/", "history_url": "https://openmodelweights.com/models/facebook-esmfold-v1/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/facebook-esmfold-v1.json" }, { "id": "systran-faster-whisper-tiny", "name": "faster-whisper-tiny", "developer": "Systran", "family": "faster-whisper-tiny", "variant": "faster-whisper-tiny", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Audio → text", "tags": [ "ctranslate2", "audio", "automatic-speech-recognition", "en", "zh", "de", "es", "ru", "ko", "fr", "ja", "pt", "tr", "pl", "ca", "nl", "ar", "sv", "it", "id" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/Systran/faster-whisper-tiny", "lineage": { "family": "faster-whisper-tiny", "variant": "faster-whisper-tiny", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "ctranslate2", "pipeline_tag": "automatic-speech-recognition", "declared": [ "ctranslate2" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-11-23T10:42:55.000Z", "created_at": "2023-11-23T09:53:30.000Z", "downloads": 2457929, "likes": 28, "sha": "d90ca5fe260221311c53c58e660288d3deb8d356", "library_name": "ctranslate2", "pipeline_tag": "automatic-speech-recognition", "tags": [ "ctranslate2", "audio", "automatic-speech-recognition", "en", "zh", "de", "es", "ru", "ko", "fr", "ja", "pt", "tr", "pl", "ca", "nl", "ar", "sv", "it", "id", "hi", "fi", "vi", "he", "uk", "el", "ms", "cs", "ro", "da", "hu", "ta", "no", "th", "ur", "hr", "bg", "lt", "la", "mi", "ml", "cy", "sk", "te", "fa", "lv", "bn", "sr", "az", "sl", "kn", "et", "mk", "br", "eu", "is", "hy", "ne", "mn", "bs", "kk", "sq", "sw", "gl", "mr", "pa", "si", "km", "sn", "yo", "so", "af", "oc", "ka", "be", "tg", "sd", "gu", "am", "yi", "lo", "uz", "fo", "ht", "ps", "tk", "nn", "mt", "sa", "lb", "my", "bo", "tl", "mg", "as", "tt", "haw", "ln", "ha", "ba", "jw", "su", "license:mit", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/systran-faster-whisper-tiny/", "history_url": "https://openmodelweights.com/models/systran-faster-whisper-tiny/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/systran-faster-whisper-tiny.json" }, { "id": "intfloat-e5-large-v2", "name": "e5-large-v2", "developer": "intfloat", "family": "e5-large-v2", "variant": "e5-large-v2", "model": { "parameters": "0.335142B", "total_parameters_billions": 0.3351424, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text embeddings", "tags": [ "sentence-transformers", "pytorch", "onnx", "safetensors", "openvino", "bert", "mteb", "Sentence Transformers", "sentence-similarity", "en", "arxiv:2212.03533", "arxiv:2104.08663", "arxiv:2210.07316", "license:mit", "model-index", "text-embeddings-inference", "endpoints_compatible", "region:us", "deploy:sagemaker", "deploy:azure" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.67, "fp8_int8": 0.34, "int4": 0.17 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/intfloat/e5-large-v2", "lineage": { "family": "e5-large-v2", "variant": "e5-large-v2", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "sentence-similarity", "declared": [ "ONNX Runtime", "sentence-transformers" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-02-17T03:26:51.000Z", "created_at": "2023-05-19T07:23:33.000Z", "downloads": 1238401, "likes": 283, "sha": "f169b11e22de13617baa190a028a32f3493550b6", "library_name": "sentence-transformers", "pipeline_tag": "sentence-similarity", "tags": [ "sentence-transformers", "pytorch", "onnx", "safetensors", "openvino", "bert", "mteb", "Sentence Transformers", "sentence-similarity", "en", "arxiv:2212.03533", "arxiv:2104.08663", "arxiv:2210.07316", "license:mit", "model-index", "text-embeddings-inference", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/intfloat-e5-large-v2/", "history_url": "https://openmodelweights.com/models/intfloat-e5-large-v2/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/intfloat-e5-large-v2.json" }, { "id": "systran-faster-whisper-large-v3", "name": "faster-whisper-large-v3", "developer": "Systran", "family": "faster-whisper-large-v3", "variant": "faster-whisper-large-v3", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Audio → text", "tags": [ "ctranslate2", "audio", "automatic-speech-recognition", "en", "zh", "de", "es", "ru", "ko", "fr", "ja", "pt", "tr", "pl", "ca", "nl", "ar", "sv", "it", "id" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/Systran/faster-whisper-large-v3", "lineage": { "family": "faster-whisper-large-v3", "variant": "faster-whisper-large-v3", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "ctranslate2", "pipeline_tag": "automatic-speech-recognition", "declared": [ "ctranslate2" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-11-23T09:41:12.000Z", "created_at": "2023-11-23T09:34:20.000Z", "downloads": 953383, "likes": 678, "sha": "edaa852ec7e145841d8ffdb056a99866b5f0a478", "library_name": "ctranslate2", "pipeline_tag": "automatic-speech-recognition", "tags": [ "ctranslate2", "audio", "automatic-speech-recognition", "en", "zh", "de", "es", "ru", "ko", "fr", "ja", "pt", "tr", "pl", "ca", "nl", "ar", "sv", "it", "id", "hi", "fi", "vi", "he", "uk", "el", "ms", "cs", "ro", "da", "hu", "ta", "no", "th", "ur", "hr", "bg", "lt", "la", "mi", "ml", "cy", "sk", "te", "fa", "lv", "bn", "sr", "az", "sl", "kn", "et", "mk", "br", "eu", "is", "hy", "ne", "mn", "bs", "kk", "sq", "sw", "gl", "mr", "pa", "si", "km", "sn", "yo", "so", "af", "oc", "ka", "be", "tg", "sd", "gu", "am", "yi", "lo", "uz", "fo", "ht", "ps", "tk", "nn", "mt", "sa", "lb", "my", "bo", "tl", "mg", "as", "tt", "haw", "ln", "ha", "ba", "jw", "su", "yue", "license:mit", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/systran-faster-whisper-large-v3/", "history_url": "https://openmodelweights.com/models/systran-faster-whisper-large-v3/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/systran-faster-whisper-large-v3.json" }, { "id": "microsoft-vibevoice-asr", "name": "VibeVoice-ASR", "developer": "Microsoft", "family": "VibeVoice-ASR", "variant": "VibeVoice-ASR", "model": { "parameters": "8.67402B", "total_parameters_billions": 8.674021857, "context": { "value": 131072, "display": "131,072 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "decoder_config.max_position_embeddings" } ] }, "modality": "Audio → text", "tags": [ "transformers", "safetensors", "vibevoice", "ASR", "Transcriptoin", "Diarization", "Speech-to-Text", "automatic-speech-recognition", "en", "zh", "es", "pt", "de", "ja", "ko", "fr", "ru", "id", "sv", "it" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 17.35, "fp8_int8": 8.67, "int4": 4.34 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/microsoft/VibeVoice-ASR", "lineage": { "family": "VibeVoice-ASR", "variant": "VibeVoice-ASR", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "automatic-speech-recognition", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-01-27T13:12:22.000Z", "created_at": "2026-01-21T15:04:18.000Z", "downloads": 727907, "likes": 1302, "sha": "d0c9efdb8d614685062c04425d91e01b6f37d944", "library_name": "transformers", "pipeline_tag": "automatic-speech-recognition", "tags": [ "transformers", "safetensors", "vibevoice", "ASR", "Transcriptoin", "Diarization", "Speech-to-Text", "automatic-speech-recognition", "en", "zh", "es", "pt", "de", "ja", "ko", "fr", "ru", "id", "sv", "it", "he", "nl", "pl", "no", "tr", "th", "ar", "hu", "ca", "cs", "da", "fa", "af", "hi", "fi", "et", "aa", "el", "ro", "vi", "bg", "is", "sl", "sk", "lt", "sw", "uk", "kl", "lv", "hr", "ne", "sr", "tl", "yi", "ms", "ur", "mn", "hy", "jv", "arxiv:2601.18184", "license:mit", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/microsoft-vibevoice-asr/", "history_url": "https://openmodelweights.com/models/microsoft-vibevoice-asr/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/microsoft-vibevoice-asr.json" }, { "id": "nvidia-cosmos3-edge", "name": "Cosmos3-Edge", "developer": "NVIDIA", "family": "Cosmos3-Edge", "variant": "Cosmos3-Edge", "model": { "parameters": "3.859B", "total_parameters_billions": 3.858999728, "context": { "value": 131072, "display": "131,072 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Not declared", "tags": [ "cosmos", "diffusers", "safetensors", "cosmos3_edge", "nvidia", "cosmos3", "license:other", "deploy:azure", "deploy:sagemaker", "region:us" ] }, "license": { "id": "other", "name": "openmdw1.1-license", "url": "https://openmdw.ai/license/1-1/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercially usable subject to NVIDIA license conditions", "basis": "https://openmdw.ai/license/1-1/" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://openmdw.ai/license/1-1/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 7.72, "fp8_int8": 3.86, "int4": 1.93 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/nvidia/Cosmos3-Edge", "lineage": { "family": "Cosmos3-Edge", "variant": "Cosmos3-Edge", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "cosmos", "pipeline_tag": null, "declared": [ "Diffusers", "cosmos" ], "mentioned_in_model_card": [ "Transformers", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-16T18:48:41.000Z", "created_at": "2026-07-01T21:54:04.000Z", "downloads": 1069519, "likes": 218, "sha": "344d602b128d1bbdacb43b08d0a3626f46343e29", "library_name": "cosmos", "pipeline_tag": null, "tags": [ "cosmos", "diffusers", "safetensors", "cosmos3_edge", "nvidia", "cosmos3", "license:other", "deploy:azure", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/nvidia-cosmos3-edge/", "history_url": "https://openmodelweights.com/models/nvidia-cosmos3-edge/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/nvidia-cosmos3-edge.json" }, { "id": "facebook-nllb-200-distilled-600m", "name": "nllb-200-distilled-600M", "developer": "Meta", "family": "nllb-200-distilled", "variant": "nllb-200-distilled-600M", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 1024, "display": "1,024 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Translation", "tags": [ "transformers", "pytorch", "m2m_100", "text2text-generation", "nllb", "translation", "ace", "acm", "acq", "aeb", "af", "ajp", "ak", "als", "am", "apc", "ar", "ars", "ary", "arz" ] }, "license": { "id": "cc-by-nc-4.0", "name": "CC BY-NC 4.0", "url": "https://www.llama.com/llama3/license/", "status": "verified", "commercial_use": { "status": "not-allowed", "label": "Commercial use is not permitted by CC BY-NC 4.0", "basis": "https://www.llama.com/llama3/license/" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.llama.com/llama3/license/" } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/facebook/nllb-200-distilled-600M", "lineage": { "family": "nllb-200-distilled", "variant": "nllb-200-distilled-600M", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "translation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-02-14T17:18:36.000Z", "created_at": "2022-07-08T09:43:57.000Z", "downloads": 845550, "likes": 982, "sha": "f8d333a098d19b4fd9a8b18f94170487ad3f821d", "library_name": "transformers", "pipeline_tag": "translation", "tags": [ "transformers", "pytorch", "m2m_100", "text2text-generation", "nllb", "translation", "ace", "acm", "acq", "aeb", "af", "ajp", "ak", "als", "am", "apc", "ar", "ars", "ary", "arz", "as", "ast", "awa", "ayr", "azb", "azj", "ba", "bm", "ban", "be", "bem", "bn", "bho", "bjn", "bo", "bs", "bug", "bg", "ca", "ceb", "cs", "cjk", "ckb", "crh", "cy", "da", "de", "dik", "dyu", "dz", "el", "en", "eo", "et", "eu", "ee", "fo", "fj", "fi", "fon", "fr", "fur", "fuv", "gaz", "gd", "ga", "gl", "gn", "gu", "ht", "ha", "he", "hi", "hne", "hr", "hu", "hy", "ig", "ilo", "id", "is", "it", "jv", "ja", "kab", "kac", "kam", "kn", "ks", "ka", "kk", "kbp", "kea", "khk", "km", "ki", "rw", "ky", "kmb", "kmr", "knc", "kg", "ko", "lo", "lij", "li", "ln", "lt", "lmo", "ltg", "lb", "lua", "lg", "luo", "lus", "lvs", "mag", "mai", "ml", "mar", "min", "mk", "mt", "mni", "mos", "mi", "my", "nl", "nn", "nb", "npi", "nso", "nus", "ny", "oc", "ory", "pag", "pa", "pap", "pbt", "pes", "plt", "pl", "pt", "prs", "quy", "ro", "rn", "ru", "sg", "sa", "sat", "scn", "shn", "si", "sk", "sl", "sm", "sn", "sd", "so", "st", "es", "sc", "sr", "ss", "su", "sv", "swh", "szl", "ta", "taq", "tt", "te", "tg", "tl", "th", "ti", "tpi", "tn", "ts", "tk", "tum", "tr", "tw", "tzm", "ug", "uk", "umb", "ur", "uzn", "vec", "vi", "war", "wo", "xh", "ydd", "yo", "yue", "zh", "zsm", "zu", "dataset:flores-200", "license:cc-by-nc-4.0", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/facebook-nllb-200-distilled-600m/", "history_url": "https://openmodelweights.com/models/facebook-nllb-200-distilled-600m/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/facebook-nllb-200-distilled-600m.json" }, { "id": "datasocietyco-bge-base-en-v1-5-course-recommender-v5", "name": "bge-base-en-v1.5-course-recommender-v5", "developer": "datasocietyco", "family": "bge-base-en-v1.5-course-recommender-v5", "variant": "bge-base-en-v1.5-course-recommender-v5", "model": { "parameters": "0.109482B", "total_parameters_billions": 0.10948224, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text embeddings", "tags": [ "sentence-transformers", "safetensors", "bert", "sentence-similarity", "feature-extraction", "generated_from_trainer", "dataset_size:45", "loss:MultipleNegativesRankingLoss", "arxiv:1908.10084", "arxiv:1705.00652", "base_model:BAAI/bge-base-en-v1.5", "base_model:finetune:BAAI/bge-base-en-v1.5", "text-embeddings-inference", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": null, "name": "Not declared in model-card metadata", "url": null, "status": "not-disclosed", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.22, "fp8_int8": 0.11, "int4": 0.05 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/datasocietyco/bge-base-en-v1.5-course-recommender-v5", "lineage": { "family": "bge-base-en-v1.5-course-recommender-v5", "variant": "bge-base-en-v1.5-course-recommender-v5", "base_model": { "status": "declared", "models": [ "BAAI/bge-base-en-v1.5" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "sentence-similarity", "declared": [ "sentence-transformers" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-01-09T11:03:32.000Z", "created_at": "2025-01-09T11:01:33.000Z", "downloads": 4111512, "likes": 4, "sha": "2b069eed51ce7bc2beeaa7e3eea1a01c48ef3d29", "library_name": "sentence-transformers", "pipeline_tag": "sentence-similarity", "tags": [ "sentence-transformers", "safetensors", "bert", "sentence-similarity", "feature-extraction", "generated_from_trainer", "dataset_size:45", "loss:MultipleNegativesRankingLoss", "arxiv:1908.10084", "arxiv:1705.00652", "base_model:BAAI/bge-base-en-v1.5", "base_model:finetune:BAAI/bge-base-en-v1.5", "text-embeddings-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "not-disclosed", "commercial_use": "unknown", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/datasocietyco-bge-base-en-v1-5-course-recommender-v5/", "history_url": "https://openmodelweights.com/models/datasocietyco-bge-base-en-v1-5-course-recommender-v5/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/datasocietyco-bge-base-en-v1-5-course-recommender-v5.json" }, { "id": "datalab-to-surya-ocr-2", "name": "surya-ocr-2", "developer": "datalab-to", "family": "surya-ocr-2", "variant": "surya-ocr-2", "model": { "parameters": "0.686154B", "total_parameters_billions": 0.686154304, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "qwen3_5", "image-text-to-text", "ocr", "pdf", "markdown", "layout", "conversational", "arxiv:2105.15203", "license:openrail", "eval-results", "endpoints_compatible", "region:us" ] }, "license": { "id": "openrail", "name": "openrail", "url": "https://huggingface.co/datalab-to/surya-ocr-2/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": "https://huggingface.co/datalab-to/surya-ocr-2/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/datalab-to/surya-ocr-2/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1.37, "fp8_int8": 0.69, "int4": 0.34 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/datalab-to/surya-ocr-2", "lineage": { "family": "surya-ocr-2", "variant": "surya-ocr-2", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "llama.cpp", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-05-27T20:33:29.000Z", "created_at": "2026-05-14T21:01:33.000Z", "downloads": 1359604, "likes": 119, "sha": "3b3d4cdf88d6928b0acdc75181b13206ea67c4a3", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen3_5", "image-text-to-text", "ocr", "pdf", "markdown", "layout", "conversational", "arxiv:2105.15203", "license:openrail", "eval-results", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "unknown", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/datalab-to-surya-ocr-2/", "history_url": "https://openmodelweights.com/models/datalab-to-surya-ocr-2/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/datalab-to-surya-ocr-2.json" }, { "id": "deepseek-ai-deepseek-v4-pro", "name": "DeepSeek-V4-Pro", "developer": "DeepSeek", "family": "DeepSeek-V4-Pro", "variant": "DeepSeek-V4-Pro", "model": { "parameters": "1598.84B", "total_parameters_billions": 1598.839674782, "context": { "value": 1048576, "display": "1,048,576 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "deepseek_v4", "text-generation", "arxiv:2606.19348", "license:mit", "eval-results", "endpoints_compatible", "8-bit", "fp8", "deploy:sagemaker", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": "https://huggingface.co/deepseek-ai/DeepSeek-V4-Pro/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": "https://huggingface.co/deepseek-ai/DeepSeek-V4-Pro/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/deepseek-ai/DeepSeek-V4-Pro/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 3197.68, "fp8_int8": 1598.84, "int4": 799.42 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/deepseek-ai/DeepSeek-V4-Pro", "lineage": { "family": "DeepSeek-V4-Pro", "variant": "DeepSeek-V4-Pro", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-06-22T12:12:50.000Z", "created_at": "2026-04-22T06:04:45.000Z", "downloads": 419335, "likes": 5616, "sha": "b5968e9190ef611bbf34a7229255be88a0e937c1", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "deepseek_v4", "text-generation", "arxiv:2606.19348", "license:mit", "eval-results", "endpoints_compatible", "8-bit", "fp8", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/deepseek-ai-deepseek-v4-pro/", "history_url": "https://openmodelweights.com/models/deepseek-ai-deepseek-v4-pro/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/deepseek-ai-deepseek-v4-pro.json" }, { "id": "radixark-qwen3-8-27b-nvfp4", "name": "Qwen3.8-27B-NVFP4", "developer": "RadixArk", "family": "Qwen3.8", "variant": "Qwen3.8-27B-NVFP4", "model": { "parameters": "18.1646B", "total_parameters_billions": 18.1646492, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "Model Optimizer", "safetensors", "qwen3_5", "RadixArk", "ModelOpt", "Qwen3.8", "quantized", "FP4", "fp4", "NVFP4", "image-text-to-text", "conversational", "base_model:Qwen/Qwen3.8-27B", "base_model:quantized:Qwen/Qwen3.8-27B", "license:apache-2.0", "modelopt", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/RadixArk/Qwen3.8-27B-NVFP4/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/RadixArk/Qwen3.8-27B-NVFP4/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/RadixArk/Qwen3.8-27B-NVFP4/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 36.33, "fp8_int8": 18.16, "int4": 9.08 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/RadixArk/Qwen3.8-27B-NVFP4", "lineage": { "family": "Qwen3.8", "variant": "Qwen3.8-27B-NVFP4", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3.8-27B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Model Optimizer", "pipeline_tag": "image-text-to-text", "declared": [ "Model Optimizer" ], "mentioned_in_model_card": [ "SGLang", "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-22T07:38:11.000Z", "created_at": "2026-08-14T05:41:23.000Z", "downloads": 1337938, "likes": 101, "sha": "319f741cce68d7914884900c138a1fbb70a42f30", "library_name": "Model Optimizer", "pipeline_tag": "image-text-to-text", "tags": [ "Model Optimizer", "safetensors", "qwen3_5", "RadixArk", "ModelOpt", "Qwen3.8", "quantized", "FP4", "fp4", "NVFP4", "image-text-to-text", "conversational", "base_model:Qwen/Qwen3.8-27B", "base_model:quantized:Qwen/Qwen3.8-27B", "license:apache-2.0", "modelopt", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/radixark-qwen3-8-27b-nvfp4/", "history_url": "https://openmodelweights.com/models/radixark-qwen3-8-27b-nvfp4/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/radixark-qwen3-8-27b-nvfp4.json" }, { "id": "unsloth-qwen3-6-27b-nvfp4", "name": "Qwen3.6-27B-NVFP4", "developer": "unsloth", "family": "Qwen3.6", "variant": "Qwen3.6-27B-NVFP4", "model": { "parameters": "21.2324B", "total_parameters_billions": 21.232361056, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "qwen3_5", "image-text-to-text", "unsloth", "qwen", "conversational", "base_model:Qwen/Qwen3.6-27B", "base_model:quantized:Qwen/Qwen3.6-27B", "license:apache-2.0", "endpoints_compatible", "compressed-tensors", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3.6-27B/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3.6-27B/blob/main/LICENSE" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3.6-27B/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 42.46, "fp8_int8": 21.23, "int4": 10.62 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/unsloth/Qwen3.6-27B-NVFP4", "lineage": { "family": "Qwen3.6", "variant": "Qwen3.6-27B-NVFP4", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3.6-27B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-07-12T13:49:13.000Z", "created_at": "2026-04-23T15:52:31.000Z", "downloads": 1002258, "likes": 281, "sha": "ccdaab7e68af2409599b8949a8f2685703c9bae5", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen3_5", "image-text-to-text", "unsloth", "qwen", "conversational", "base_model:Qwen/Qwen3.6-27B", "base_model:quantized:Qwen/Qwen3.6-27B", "license:apache-2.0", "endpoints_compatible", "compressed-tensors", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/unsloth-qwen3-6-27b-nvfp4/", "history_url": "https://openmodelweights.com/models/unsloth-qwen3-6-27b-nvfp4/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/unsloth-qwen3-6-27b-nvfp4.json" }, { "id": "deepseek-ai-deepseek-coder-v2-lite-instruct", "name": "DeepSeek-Coder-V2-Lite-Instruct", "developer": "DeepSeek", "family": "DeepSeek-Coder-V2-Lite", "variant": "DeepSeek-Coder-V2-Lite-Instruct", "model": { "parameters": "15.7065B", "total_parameters_billions": 15.706484224, "context": { "value": 163840, "display": "163,840 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "deepseek_v2", "text-generation", "conversational", "custom_code", "arxiv:2401.06066", "license:other", "eval-results", "text-generation-inference", "endpoints_compatible", "region:us" ] }, "license": { "id": "other", "name": "deepseek-license", "url": "https://huggingface.co/deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": "https://huggingface.co/deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct/blob/main/LICENSE" }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": "https://huggingface.co/deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 31.41, "fp8_int8": 15.71, "int4": 7.85 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct", "lineage": { "family": "DeepSeek-Coder-V2-Lite", "variant": "DeepSeek-Coder-V2-Lite-Instruct", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-07-03T05:16:11.000Z", "created_at": "2024-06-14T06:23:33.000Z", "downloads": 914582, "likes": 669, "sha": "e434a23f91ba5b4923cf6c9d9a238eb4a08e3a11", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "deepseek_v2", "text-generation", "conversational", "custom_code", "arxiv:2401.06066", "license:other", "eval-results", "text-generation-inference", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "unknown", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/deepseek-ai-deepseek-coder-v2-lite-instruct/", "history_url": "https://openmodelweights.com/models/deepseek-ai-deepseek-coder-v2-lite-instruct/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/deepseek-ai-deepseek-coder-v2-lite-instruct.json" }, { "id": "docling-project-docling-layout-heron", "name": "docling-layout-heron", "developer": "docling-project", "family": "docling-layout-heron", "variant": "docling-layout-heron", "model": { "parameters": "0.04289B", "total_parameters_billions": 0.042889979, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "safetensors", "rt_detr_v2", "arxiv:2509.11720", "arxiv:2408.09869", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.09, "fp8_int8": 0.04, "int4": 0.02 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/docling-project/docling-layout-heron", "lineage": { "family": "docling-layout-heron", "variant": "docling-layout-heron", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": null, "pipeline_tag": null, "declared": [], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-02-09T14:36:34.000Z", "created_at": "2025-04-15T12:36:48.000Z", "downloads": 1743175, "likes": 58, "sha": "8f39ad3c0b4c58e9c2d2c84a38465abf757272d8", "library_name": null, "pipeline_tag": null, "tags": [ "safetensors", "rt_detr_v2", "arxiv:2509.11720", "arxiv:2408.09869", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/docling-project-docling-layout-heron/", "history_url": "https://openmodelweights.com/models/docling-project-docling-layout-heron/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/docling-project-docling-layout-heron.json" }, { "id": "openai-clip-vit-base-patch16", "name": "clip-vit-base-patch16", "developer": "OpenAI", "family": "clip-vit-base-patch16", "variant": "clip-vit-base-patch16", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 77, "display": "77 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Zero Shot Image Classification", "tags": [ "transformers", "pytorch", "jax", "clip", "zero-shot-image-classification", "vision", "arxiv:2103.00020", "arxiv:1908.04913", "endpoints_compatible", "region:us" ] }, "license": { "id": null, "name": "Not declared in model-card metadata", "url": null, "status": "not-disclosed", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/openai/clip-vit-base-patch16", "lineage": { "family": "clip-vit-base-patch16", "variant": "clip-vit-base-patch16", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "zero-shot-image-classification", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2022-10-04T09:42:28.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 1372984, "likes": 168, "sha": "57c216476eefef5ab752ec549e440a49ae4ae5f3", "library_name": "transformers", "pipeline_tag": "zero-shot-image-classification", "tags": [ "transformers", "pytorch", "jax", "clip", "zero-shot-image-classification", "vision", "arxiv:2103.00020", "arxiv:1908.04913", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "not-disclosed", "commercial_use": "unknown", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/openai-clip-vit-base-patch16/", "history_url": "https://openmodelweights.com/models/openai-clip-vit-base-patch16/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/openai-clip-vit-base-patch16.json" }, { "id": "baai-bge-base-en", "name": "bge-base-en", "developer": "BAAI", "family": "bge-base-en", "variant": "bge-base-en", "model": { "parameters": "0.109483B", "total_parameters_billions": 0.109482752, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Embeddings / features", "tags": [ "transformers", "pytorch", "onnx", "safetensors", "bert", "feature-extraction", "mteb", "en", "arxiv:2310.07554", "arxiv:2309.07597", "license:mit", "model-index", "text-embeddings-inference", "endpoints_compatible", "region:us", "deploy:sagemaker" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.22, "fp8_int8": 0.11, "int4": 0.05 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/BAAI/bge-base-en", "lineage": { "family": "bge-base-en", "variant": "bge-base-en", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "feature-extraction", "declared": [ "ONNX Runtime", "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-04-17T13:00:18.000Z", "created_at": "2023-08-05T08:03:50.000Z", "downloads": 1842020, "likes": 62, "sha": "b737bf5dcc6ee8bdc530531266b4804a5d77b5d8", "library_name": "transformers", "pipeline_tag": "feature-extraction", "tags": [ "transformers", "pytorch", "onnx", "safetensors", "bert", "feature-extraction", "mteb", "en", "arxiv:2310.07554", "arxiv:2309.07597", "license:mit", "model-index", "text-embeddings-inference", "endpoints_compatible", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/baai-bge-base-en/", "history_url": "https://openmodelweights.com/models/baai-bge-base-en/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/baai-bge-base-en.json" }, { "id": "qwen-qwen3-30b-a3b-instruct-2507", "name": "Qwen3-30B-A3B-Instruct-2507", "developer": "Qwen", "family": "Qwen3", "variant": "Qwen3-30B-A3B-Instruct-2507", "model": { "parameters": "30.5321B", "total_parameters_billions": 30.532122624, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "qwen3_moe", "text-generation", "conversational", "arxiv:2402.17463", "arxiv:2407.02490", "arxiv:2501.15383", "arxiv:2404.06654", "arxiv:2505.09388", "license:apache-2.0", "eval-results", "endpoints_compatible", "region:us", "deploy:sagemaker", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3-30B-A3B-Instruct-2507/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3-30B-A3B-Instruct-2507/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3-30B-A3B-Instruct-2507/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 61.06, "fp8_int8": 30.53, "int4": 15.27 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3-30B-A3B-Instruct-2507", "lineage": { "family": "Qwen3", "variant": "Qwen3-30B-A3B-Instruct-2507", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "MLX", "Ollama", "SGLang", "llama.cpp", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-09-17T06:56:43.000Z", "created_at": "2025-07-28T07:31:27.000Z", "downloads": 841390, "likes": 841, "sha": "0d7cf23991f47feeb3a57ecb4c9cee8ea4a17bfe", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "qwen3_moe", "text-generation", "conversational", "arxiv:2402.17463", "arxiv:2407.02490", "arxiv:2501.15383", "arxiv:2404.06654", "arxiv:2505.09388", "license:apache-2.0", "eval-results", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen3-30b-a3b-instruct-2507/", "history_url": "https://openmodelweights.com/models/qwen-qwen3-30b-a3b-instruct-2507/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen3-30b-a3b-instruct-2507.json" }, { "id": "microsoft-phi-3-5-vision-instruct", "name": "Phi-3.5-vision-instruct", "developer": "Microsoft", "family": "Phi-3.5-vision", "variant": "Phi-3.5-vision-instruct", "model": { "parameters": "4.14662B", "total_parameters_billions": 4.14662144, "context": { "value": 131072, "display": "131,072 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "phi3_v", "text-generation", "nlp", "code", "vision", "image-text-to-text", "conversational", "custom_code", "multilingual", "arxiv:2404.14219", "license:mit", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": "https://huggingface.co/microsoft/Phi-3.5-vision-instruct/resolve/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": "https://huggingface.co/microsoft/Phi-3.5-vision-instruct/resolve/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/microsoft/Phi-3.5-vision-instruct/resolve/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 8.29, "fp8_int8": 4.15, "int4": 2.07 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/microsoft/Phi-3.5-vision-instruct", "lineage": { "family": "Phi-3.5-vision", "variant": "Phi-3.5-vision-instruct", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-12-10T20:24:07.000Z", "created_at": "2024-08-16T23:48:22.000Z", "downloads": 831213, "likes": 739, "sha": "12b77fb40b63a2c73c68243d3f767aab688a1b2a", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "phi3_v", "text-generation", "nlp", "code", "vision", "image-text-to-text", "conversational", "custom_code", "multilingual", "arxiv:2404.14219", "license:mit", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/microsoft-phi-3-5-vision-instruct/", "history_url": "https://openmodelweights.com/models/microsoft-phi-3-5-vision-instruct/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/microsoft-phi-3-5-vision-instruct.json" }, { "id": "hauhaucs-gemma4-12b-qat-uncensored-hauhaucs-balanced", "name": "Gemma4-12B-QAT-Uncensored-HauhauCS-Balanced", "developer": "HauhauCS", "family": "Gemma4", "variant": "Gemma4-12B-QAT-Uncensored-HauhauCS-Balanced", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image + text → text", "tags": [ "gguf", "uncensored", "gemma4", "vision", "multimodal", "agentic", "coding", "creative-writing", "roleplay", "rp", "conversational", "image-text-to-text", "en", "base_model:google/gemma-4-12B-it", "base_model:quantized:google/gemma-4-12B-it", "license:gemma", "endpoints_compatible", "region:us" ] }, "license": { "id": "gemma", "name": "gemma", "url": null, "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "GGUF" ], "repository": "https://huggingface.co/HauhauCS/Gemma4-12B-QAT-Uncensored-HauhauCS-Balanced", "lineage": { "family": "Gemma4", "variant": "Gemma4-12B-QAT-Uncensored-HauhauCS-Balanced", "base_model": { "status": "declared", "models": [ "google/gemma-4-12B-it" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": null, "pipeline_tag": "image-text-to-text", "declared": [], "mentioned_in_model_card": [ "llama.cpp" ], "artifact_signals": [ "GGUF artifact present (commonly used with llama.cpp-compatible runtimes)" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-06-25T00:22:34.000Z", "created_at": "2026-06-22T14:32:34.000Z", "downloads": 886048, "likes": 393, "sha": "ae8045ac2bd216293ca49a3065da2c942dde4b68", "library_name": null, "pipeline_tag": "image-text-to-text", "tags": [ "gguf", "uncensored", "gemma4", "vision", "multimodal", "agentic", "coding", "creative-writing", "roleplay", "rp", "conversational", "image-text-to-text", "en", "base_model:google/gemma-4-12B-it", "base_model:quantized:google/gemma-4-12B-it", "license:gemma", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/hauhaucs-gemma4-12b-qat-uncensored-hauhaucs-balanced/", "history_url": "https://openmodelweights.com/models/hauhaucs-gemma4-12b-qat-uncensored-hauhaucs-balanced/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/hauhaucs-gemma4-12b-qat-uncensored-hauhaucs-balanced.json" }, { "id": "microsoft-layoutlmv3-base", "name": "layoutlmv3-base", "developer": "Microsoft", "family": "layoutlmv3", "variant": "layoutlmv3-base", "model": { "parameters": "0.125327B", "total_parameters_billions": 0.12532749, "context": { "value": 514, "display": "514 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Not declared", "tags": [ "transformers", "pytorch", "tf", "onnx", "safetensors", "layoutlmv3", "en", "arxiv:2204.08387", "license:cc-by-nc-sa-4.0", "endpoints_compatible", "region:us" ] }, "license": { "id": "cc-by-nc-sa-4.0", "name": "cc-by-nc-sa-4.0", "url": null, "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.25, "fp8_int8": 0.13, "int4": 0.06 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/microsoft/layoutlmv3-base", "lineage": { "family": "layoutlmv3", "variant": "layoutlmv3-base", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": null, "declared": [ "ONNX Runtime", "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-04-10T14:20:22.000Z", "created_at": "2022-04-18T06:53:05.000Z", "downloads": 966673, "likes": 514, "sha": "cfbbbff0762e6aab37086fdd4739ad14fe7d5db4", "library_name": "transformers", "pipeline_tag": null, "tags": [ "transformers", "pytorch", "tf", "onnx", "safetensors", "layoutlmv3", "en", "arxiv:2204.08387", "license:cc-by-nc-sa-4.0", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "unknown", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/microsoft-layoutlmv3-base/", "history_url": "https://openmodelweights.com/models/microsoft-layoutlmv3-base/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/microsoft-layoutlmv3-base.json" }, { "id": "nvidia-gemma-4-26b-a4b-nvfp4", "name": "Gemma-4-26B-A4B-NVFP4", "developer": "NVIDIA", "family": "Gemma-4", "variant": "Gemma-4-26B-A4B-NVFP4", "model": { "parameters": "14.3869B", "total_parameters_billions": 14.386941232, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Text", "tags": [ "Model Optimizer", "safetensors", "gemma4", "nvidia", "ModelOpt", "quantized", "NVFP4", "nvfp4", "gemma4-26b-A4B-it", "text-generation", "conversational", "base_model:google/gemma-4-26B-A4B-it", "base_model:quantized:google/gemma-4-26B-A4B-it", "license:apache-2.0", "8-bit", "modelopt", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://ai.google.dev/gemma/apache_2", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://ai.google.dev/gemma/apache_2" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://ai.google.dev/gemma/apache_2" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 28.77, "fp8_int8": 14.39, "int4": 7.19 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/nvidia/Gemma-4-26B-A4B-NVFP4", "lineage": { "family": "Gemma-4", "variant": "Gemma-4-26B-A4B-NVFP4", "base_model": { "status": "declared", "models": [ "google/gemma-4-26B-A4B-it" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Model Optimizer", "pipeline_tag": "text-generation", "declared": [ "Model Optimizer" ], "mentioned_in_model_card": [ "Transformers", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-05-11T15:58:52.000Z", "created_at": "2026-05-01T01:26:06.000Z", "downloads": 1206708, "likes": 153, "sha": "a19cfe00be84568a6867111c9a68c9c44fdcffe6", "library_name": "Model Optimizer", "pipeline_tag": "text-generation", "tags": [ "Model Optimizer", "safetensors", "gemma4", "nvidia", "ModelOpt", "quantized", "NVFP4", "nvfp4", "gemma4-26b-A4B-it", "text-generation", "conversational", "base_model:google/gemma-4-26B-A4B-it", "base_model:quantized:google/gemma-4-26B-A4B-it", "license:apache-2.0", "8-bit", "modelopt", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/nvidia-gemma-4-26b-a4b-nvfp4/", "history_url": "https://openmodelweights.com/models/nvidia-gemma-4-26b-a4b-nvfp4/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/nvidia-gemma-4-26b-a4b-nvfp4.json" }, { "id": "prithivida-parrot-paraphraser-on-t5", "name": "parrot_paraphraser_on_T5", "developer": "prithivida", "family": "parrot_paraphraser_on_T5", "variant": "parrot_paraphraser_on_T5", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "transformers", "pytorch", "t5", "text2text-generation", "text-generation-inference", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": null, "name": "Not declared in model-card metadata", "url": null, "status": "not-disclosed", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/prithivida/parrot_paraphraser_on_T5", "lineage": { "family": "parrot_paraphraser_on_T5", "variant": "parrot_paraphraser_on_T5", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": null, "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2021-05-18T07:53:27.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 1358891, "likes": 161, "sha": "9f32aa1e456e8e8a90d97e8673365f3090fa49fa", "library_name": "transformers", "pipeline_tag": null, "tags": [ "transformers", "pytorch", "t5", "text2text-generation", "text-generation-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "not-disclosed", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "recipe-or-training-files-present", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/prithivida-parrot-paraphraser-on-t5/", "history_url": "https://openmodelweights.com/models/prithivida-parrot-paraphraser-on-t5/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/prithivida-parrot-paraphraser-on-t5.json" }, { "id": "jonatasgrosman-wav2vec2-large-xlsr-53-chinese-zh-cn", "name": "wav2vec2-large-xlsr-53-chinese-zh-cn", "developer": "jonatasgrosman", "family": "wav2vec2-large-xlsr-53-chinese-zh-cn", "variant": "wav2vec2-large-xlsr-53-chinese-zh-cn", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Audio → text", "tags": [ "transformers", "pytorch", "jax", "wav2vec2", "automatic-speech-recognition", "audio", "speech", "xlsr-fine-tuning-week", "zh", "dataset:common_voice", "doi:10.57967/hf/3570", "license:apache-2.0", "model-index", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/jonatasgrosman/wav2vec2-large-xlsr-53-chinese-zh-cn", "lineage": { "family": "wav2vec2-large-xlsr-53-chinese-zh-cn", "variant": "wav2vec2-large-xlsr-53-chinese-zh-cn", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "automatic-speech-recognition", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2022-12-14T01:58:32.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 1413210, "likes": 136, "sha": "99ccb2737be22b8bb50dcfcc39ad4d567fb90cfd", "library_name": "transformers", "pipeline_tag": "automatic-speech-recognition", "tags": [ "transformers", "pytorch", "jax", "wav2vec2", "automatic-speech-recognition", "audio", "speech", "xlsr-fine-tuning-week", "zh", "dataset:common_voice", "doi:10.57967/hf/3570", "license:apache-2.0", "model-index", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/jonatasgrosman-wav2vec2-large-xlsr-53-chinese-zh-cn/", "history_url": "https://openmodelweights.com/models/jonatasgrosman-wav2vec2-large-xlsr-53-chinese-zh-cn/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/jonatasgrosman-wav2vec2-large-xlsr-53-chinese-zh-cn.json" }, { "id": "google-siglip2-giant-opt-patch16-384", "name": "siglip2-giant-opt-patch16-384", "developer": "Google", "family": "siglip2-giant-opt-patch16-384", "variant": "siglip2-giant-opt-patch16-384", "model": { "parameters": "1.87189B", "total_parameters_billions": 1.871885426, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Zero Shot Image Classification", "tags": [ "transformers", "safetensors", "siglip", "vision", "zero-shot-image-classification", "arxiv:2502.14786", "arxiv:2303.15343", "arxiv:2209.06794", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 3.74, "fp8_int8": 1.87, "int4": 0.94 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/google/siglip2-giant-opt-patch16-384", "lineage": { "family": "siglip2-giant-opt-patch16-384", "variant": "siglip2-giant-opt-patch16-384", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "zero-shot-image-classification", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-02-21T04:03:54.000Z", "created_at": "2025-02-17T20:46:32.000Z", "downloads": 1956926, "likes": 45, "sha": "a713301b217d38485fb2204c808367d10bc3cc40", "library_name": "transformers", "pipeline_tag": "zero-shot-image-classification", "tags": [ "transformers", "safetensors", "siglip", "vision", "zero-shot-image-classification", "arxiv:2502.14786", "arxiv:2303.15343", "arxiv:2209.06794", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/google-siglip2-giant-opt-patch16-384/", "history_url": "https://openmodelweights.com/models/google-siglip2-giant-opt-patch16-384/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/google-siglip2-giant-opt-patch16-384.json" }, { "id": "w11wo-indonesian-roberta-base-posp-tagger", "name": "indonesian-roberta-base-posp-tagger", "developer": "w11wo", "family": "indonesian-roberta-base-posp-tagger", "variant": "indonesian-roberta-base-posp-tagger", "model": { "parameters": "0.124075B", "total_parameters_billions": 0.124075034, "context": { "value": 514, "display": "514 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "pytorch", "tf", "tensorboard", "safetensors", "roberta", "token-classification", "generated_from_trainer", "ind", "dataset:indonlu", "base_model:flax-community/indonesian-roberta-base", "base_model:finetune:flax-community/indonesian-roberta-base", "license:mit", "model-index", "endpoints_compatible", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.25, "fp8_int8": 0.12, "int4": 0.06 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/w11wo/indonesian-roberta-base-posp-tagger", "lineage": { "family": "indonesian-roberta-base-posp-tagger", "variant": "indonesian-roberta-base-posp-tagger", "base_model": { "status": "declared", "models": [ "flax-community/indonesian-roberta-base" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "token-classification", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-02-19T11:03:26.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 2991467, "likes": 10, "sha": "5067796360930a7b9c5e1d76e1ab2b8c6b4cd103", "library_name": "transformers", "pipeline_tag": "token-classification", "tags": [ "transformers", "pytorch", "tf", "tensorboard", "safetensors", "roberta", "token-classification", "generated_from_trainer", "ind", "dataset:indonlu", "base_model:flax-community/indonesian-roberta-base", "base_model:finetune:flax-community/indonesian-roberta-base", "license:mit", "model-index", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "recipe-or-training-files-present", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/w11wo-indonesian-roberta-base-posp-tagger/", "history_url": "https://openmodelweights.com/models/w11wo-indonesian-roberta-base-posp-tagger/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/w11wo-indonesian-roberta-base-posp-tagger.json" }, { "id": "sentence-transformers-paraphrase-minilm-l6-v2", "name": "paraphrase-MiniLM-L6-v2", "developer": "Sentence Transformers", "family": "paraphrase-MiniLM-L6-v2", "variant": "paraphrase-MiniLM-L6-v2", "model": { "parameters": "0.0227137B", "total_parameters_billions": 0.022713728, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text embeddings", "tags": [ "sentence-transformers", "pytorch", "tf", "onnx", "safetensors", "openvino", "bert", "feature-extraction", "sentence-similarity", "transformers", "arxiv:1908.10084", "license:apache-2.0", "text-embeddings-inference", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.05, "fp8_int8": 0.02, "int4": 0.01 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/sentence-transformers/paraphrase-MiniLM-L6-v2", "lineage": { "family": "paraphrase-MiniLM-L6-v2", "variant": "paraphrase-MiniLM-L6-v2", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "sentence-similarity", "declared": [ "ONNX Runtime", "Transformers", "sentence-transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-03-06T13:26:35.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 1351778, "likes": 150, "sha": "c9a2bfebc254878aee8c3aca9e6844d5bbb102d1", "library_name": "sentence-transformers", "pipeline_tag": "sentence-similarity", "tags": [ "sentence-transformers", "pytorch", "tf", "onnx", "safetensors", "openvino", "bert", "feature-extraction", "sentence-similarity", "transformers", "arxiv:1908.10084", "license:apache-2.0", "text-embeddings-inference", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/sentence-transformers-paraphrase-minilm-l6-v2/", "history_url": "https://openmodelweights.com/models/sentence-transformers-paraphrase-minilm-l6-v2/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/sentence-transformers-paraphrase-minilm-l6-v2.json" }, { "id": "yiyanghkust-finbert-tone", "name": "finbert-tone", "developer": "yiyanghkust", "family": "finbert-tone", "variant": "finbert-tone", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text Classification", "tags": [ "transformers", "pytorch", "tf", "text-classification", "financial-sentiment-analysis", "sentiment-analysis", "en", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": null, "name": "Not declared in model-card metadata", "url": null, "status": "not-disclosed", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/yiyanghkust/finbert-tone", "lineage": { "family": "finbert-tone", "variant": "finbert-tone", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-classification", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2022-10-17T00:35:39.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 1194249, "likes": 224, "sha": "4921590d3c0c3832c0efea24c8381ce0bda7844b", "library_name": "transformers", "pipeline_tag": "text-classification", "tags": [ "transformers", "pytorch", "tf", "text-classification", "financial-sentiment-analysis", "sentiment-analysis", "en", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "not-disclosed", "commercial_use": "unknown", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/yiyanghkust-finbert-tone/", "history_url": "https://openmodelweights.com/models/yiyanghkust-finbert-tone/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/yiyanghkust-finbert-tone.json" }, { "id": "mit-ast-finetuned-audioset-10-10-0-4593", "name": "ast-finetuned-audioset-10-10-0.4593", "developer": "MIT", "family": "ast-finetuned-audioset-10-10-0.4593", "variant": "ast-finetuned-audioset-10-10-0.4593", "model": { "parameters": "0.0865941B", "total_parameters_billions": 0.086594063, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Audio Classification", "tags": [ "transformers", "pytorch", "safetensors", "audio-spectrogram-transformer", "audio-classification", "arxiv:2104.01778", "license:bsd-3-clause", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "bsd-3-clause", "name": "BSD-3-CLAUSE", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under BSD-3-CLAUSE conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.17, "fp8_int8": 0.09, "int4": 0.04 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/MIT/ast-finetuned-audioset-10-10-0.4593", "lineage": { "family": "ast-finetuned-audioset-10-10-0.4593", "variant": "ast-finetuned-audioset-10-10-0.4593", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "audio-classification", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-09-06T14:49:15.000Z", "created_at": "2022-11-14T18:41:48.000Z", "downloads": 1019866, "likes": 372, "sha": "f826b80d28226b62986cc218e5cec390b1096902", "library_name": "transformers", "pipeline_tag": "audio-classification", "tags": [ "transformers", "pytorch", "safetensors", "audio-spectrogram-transformer", "audio-classification", "arxiv:2104.01778", "license:bsd-3-clause", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/mit-ast-finetuned-audioset-10-10-0-4593/", "history_url": "https://openmodelweights.com/models/mit-ast-finetuned-audioset-10-10-0-4593/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/mit-ast-finetuned-audioset-10-10-0-4593.json" }, { "id": "redhatai-qwen3-6-35b-a3b-nvfp4", "name": "Qwen3.6-35B-A3B-NVFP4", "developer": "RedHatAI", "family": "Qwen3.6", "variant": "Qwen3.6-35B-A3B-NVFP4", "model": { "parameters": "34.6606B", "total_parameters_billions": 34.660610688, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "qwen3_5_moe", "image-text-to-text", "fp4", "qwen", "nvfp4", "vllm", "llm-compressor", "compressed-tensors", "conversational", "base_model:Qwen/Qwen3.6-35B-A3B", "base_model:quantized:Qwen/Qwen3.6-35B-A3B", "license:apache-2.0", "endpoints_compatible", "8-bit", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3.6-35B-A3B/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3.6-35B-A3B/blob/main/LICENSE" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3.6-35B-A3B/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 69.32, "fp8_int8": 34.66, "int4": 17.33 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/RedHatAI/Qwen3.6-35B-A3B-NVFP4", "lineage": { "family": "Qwen3.6", "variant": "Qwen3.6-35B-A3B-NVFP4", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3.6-35B-A3B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers", "vLLM" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-13T13:12:19.000Z", "created_at": "2026-04-17T00:40:00.000Z", "downloads": 1043006, "likes": 176, "sha": "e94a930c8e9b8a7d3763e449289c261c9c7d3e5e", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen3_5_moe", "image-text-to-text", "fp4", "qwen", "nvfp4", "vllm", "llm-compressor", "compressed-tensors", "conversational", "base_model:Qwen/Qwen3.6-35B-A3B", "base_model:quantized:Qwen/Qwen3.6-35B-A3B", "license:apache-2.0", "endpoints_compatible", "8-bit", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "recipe-or-training-files-present", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/redhatai-qwen3-6-35b-a3b-nvfp4/", "history_url": "https://openmodelweights.com/models/redhatai-qwen3-6-35b-a3b-nvfp4/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/redhatai-qwen3-6-35b-a3b-nvfp4.json" }, { "id": "microsoft-phi-4", "name": "phi-4", "developer": "Microsoft", "family": "phi-4", "variant": "phi-4", "model": { "parameters": "14.6595B", "total_parameters_billions": 14.6595072, "context": { "value": 16384, "display": "16,384 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "phi3", "text-generation", "phi", "nlp", "math", "code", "chat", "conversational", "en", "arxiv:2412.08905", "license:mit", "eval-results", "text-generation-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": "https://huggingface.co/microsoft/phi-4/resolve/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": "https://huggingface.co/microsoft/phi-4/resolve/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/microsoft/phi-4/resolve/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 29.32, "fp8_int8": 14.66, "int4": 7.33 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/microsoft/phi-4", "lineage": { "family": "phi-4", "variant": "phi-4", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-07-14T14:22:25.000Z", "created_at": "2024-12-11T11:47:29.000Z", "downloads": 490688, "likes": 2316, "sha": "2db69c1c3e91a05d2c64a3185acfbaf36f744e25", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "phi3", "text-generation", "phi", "nlp", "math", "code", "chat", "conversational", "en", "arxiv:2412.08905", "license:mit", "eval-results", "text-generation-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/microsoft-phi-4/", "history_url": "https://openmodelweights.com/models/microsoft-phi-4/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/microsoft-phi-4.json" }, { "id": "qwen-qwen3-coder-next", "name": "Qwen3-Coder-Next", "developer": "Qwen", "family": "Qwen3-Coder-Next", "variant": "Qwen3-Coder-Next", "model": { "parameters": "79.6744B", "total_parameters_billions": 79.674391296, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "qwen3_next", "text-generation", "conversational", "license:apache-2.0", "eval-results", "endpoints_compatible", "region:us", "deploy:sagemaker", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3-Coder-Next/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3-Coder-Next/blob/main/LICENSE" }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3-Coder-Next/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 159.35, "fp8_int8": 79.67, "int4": 39.84 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3-Coder-Next", "lineage": { "family": "Qwen3-Coder-Next", "variant": "Qwen3-Coder-Next", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "MLX", "Ollama", "SGLang", "llama.cpp", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-02-03T16:16:38.000Z", "created_at": "2026-01-30T15:08:18.000Z", "downloads": 597707, "likes": 1671, "sha": "a7fbcb5c0e12d62a448eaa0e260346bf5dcc0feb", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "qwen3_next", "text-generation", "conversational", "license:apache-2.0", "eval-results", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen3-coder-next/", "history_url": "https://openmodelweights.com/models/qwen-qwen3-coder-next/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen3-coder-next.json" }, { "id": "google-diffusiongemma-26b-a4b-it", "name": "diffusiongemma-26B-A4B-it", "developer": "Google", "family": "diffusiongemma", "variant": "diffusiongemma-26B-A4B-it", "model": { "parameters": "25.8238B", "total_parameters_billions": 25.823778864, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "diffusion_gemma", "image-text-to-text", "conversational", "license:apache-2.0", "endpoints_compatible", "region:us", "deploy:sagemaker" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://ai.google.dev/gemma/docs/gemma_4_license", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://ai.google.dev/gemma/docs/gemma_4_license" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://ai.google.dev/gemma/docs/gemma_4_license" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 51.65, "fp8_int8": 25.82, "int4": 12.91 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/google/diffusiongemma-26B-A4B-it", "lineage": { "family": "diffusiongemma", "variant": "diffusiongemma-26B-A4B-it", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-07-15T16:35:45.000Z", "created_at": "2026-06-09T12:40:12.000Z", "downloads": 583543, "likes": 1265, "sha": "f7f5b7f5fa82ffc52addd066915886d497f5517b", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "diffusion_gemma", "image-text-to-text", "conversational", "license:apache-2.0", "endpoints_compatible", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/google-diffusiongemma-26b-a4b-it/", "history_url": "https://openmodelweights.com/models/google-diffusiongemma-26b-a4b-it/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/google-diffusiongemma-26b-a4b-it.json" }, { "id": "huggingfacetb-smolvlm2-500m-video-instruct", "name": "SmolVLM2-500M-Video-Instruct", "developer": "HuggingFaceTB", "family": "SmolVLM2", "variant": "SmolVLM2-500M-Video-Instruct", "model": { "parameters": "0.507482B", "total_parameters_billions": 0.507482304, "context": { "value": 8192, "display": "8,192 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "onnx", "safetensors", "smolvlm", "image-text-to-text", "conversational", "en", "dataset:HuggingFaceM4/the_cauldron", "dataset:HuggingFaceM4/Docmatix", "dataset:lmms-lab/LLaVA-OneVision-Data", "dataset:lmms-lab/M4-Instruct-Data", "dataset:HuggingFaceFV/finevideo", "dataset:MAmmoTH-VL/MAmmoTH-VL-Instruct-12M", "dataset:lmms-lab/LLaVA-Video-178K", "dataset:orrzohar/Video-STaR", "dataset:Mutonix/Vript", "dataset:TIGER-Lab/VISTA-400K", "dataset:Enxin/MovieChat-1K_train", "dataset:ShareGPT4Video/ShareGPT4Video", "arxiv:2504.05299" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1.01, "fp8_int8": 0.51, "int4": 0.25 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "ONNX" ], "repository": "https://huggingface.co/HuggingFaceTB/SmolVLM2-500M-Video-Instruct", "lineage": { "family": "SmolVLM2", "variant": "SmolVLM2-500M-Video-Instruct", "base_model": { "status": "declared", "models": [ "HuggingFaceTB/SmolVLM-500M-Instruct" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "ONNX Runtime", "Transformers" ], "mentioned_in_model_card": [ "Diffusers" ], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-04-08T07:25:40.000Z", "created_at": "2025-02-11T07:06:38.000Z", "downloads": 1234943, "likes": 180, "sha": "7b375e1b73b11138ff12fe22c8f2822d8fe03467", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "onnx", "safetensors", "smolvlm", "image-text-to-text", "conversational", "en", "dataset:HuggingFaceM4/the_cauldron", "dataset:HuggingFaceM4/Docmatix", "dataset:lmms-lab/LLaVA-OneVision-Data", "dataset:lmms-lab/M4-Instruct-Data", "dataset:HuggingFaceFV/finevideo", "dataset:MAmmoTH-VL/MAmmoTH-VL-Instruct-12M", "dataset:lmms-lab/LLaVA-Video-178K", "dataset:orrzohar/Video-STaR", "dataset:Mutonix/Vript", "dataset:TIGER-Lab/VISTA-400K", "dataset:Enxin/MovieChat-1K_train", "dataset:ShareGPT4Video/ShareGPT4Video", "arxiv:2504.05299", "base_model:HuggingFaceTB/SmolVLM-500M-Instruct", "base_model:quantized:HuggingFaceTB/SmolVLM-500M-Instruct", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/huggingfacetb-smolvlm2-500m-video-instruct/", "history_url": "https://openmodelweights.com/models/huggingfacetb-smolvlm2-500m-video-instruct/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/huggingfacetb-smolvlm2-500m-video-instruct.json" }, { "id": "meta-llama-llama-2-7b-chat-hf", "name": "Llama-2-7b-chat-hf", "developer": "Meta", "family": "Llama-2", "variant": "Llama-2-7b-chat-hf", "model": { "parameters": "6.73842B", "total_parameters_billions": 6.738417664, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text", "tags": [ "transformers", "pytorch", "safetensors", "llama", "text-generation", "facebook", "meta", "llama-2", "conversational", "en", "arxiv:2307.09288", "license:llama2", "text-generation-inference", "endpoints_compatible", "region:us", "deploy:sagemaker" ] }, "license": { "id": "llama2", "name": "llama2", "url": "https://www.llama.com/llama3/license/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed subject to Llama community-license conditions", "basis": "https://www.llama.com/llama3/license/" }, "repository_license_files": [ "LICENSE.txt" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.llama.com/llama3/license/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 13.48, "fp8_int8": 6.74, "int4": 3.37 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/meta-llama/Llama-2-7b-chat-hf", "lineage": { "family": "Llama-2", "variant": "Llama-2-7b-chat-hf", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-04-17T08:40:48.000Z", "created_at": "2023-07-13T16:45:23.000Z", "downloads": 458751, "likes": 4882, "sha": "f5db02db724555f92da89c216ac04704f23d4590", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "pytorch", "safetensors", "llama", "text-generation", "facebook", "meta", "llama-2", "conversational", "en", "arxiv:2307.09288", "license:llama2", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/meta-llama-llama-2-7b-chat-hf/", "history_url": "https://openmodelweights.com/models/meta-llama-llama-2-7b-chat-hf/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/meta-llama-llama-2-7b-chat-hf.json" }, { "id": "jinaai-jina-reranker-v2-base-multilingual", "name": "jina-reranker-v2-base-multilingual", "developer": "jinaai", "family": "jina-reranker-v2-base-multilingual", "variant": "jina-reranker-v2-base-multilingual", "model": { "parameters": "0.278438B", "total_parameters_billions": 0.278437633, "context": { "value": 1026, "display": "1,026 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text Ranking", "tags": [ "transformers", "pytorch", "onnx", "safetensors", "text-classification", "reranker", "cross-encoder", "transformers.js", "sentence-transformers", "text-ranking", "custom_code", "multilingual", "license:cc-by-nc-4.0", "region:eu" ] }, "license": { "id": "cc-by-nc-4.0", "name": "CC BY-NC 4.0", "url": null, "status": "verified", "commercial_use": { "status": "not-allowed", "label": "Commercial use is not permitted by CC BY-NC 4.0", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.56, "fp8_int8": 0.28, "int4": 0.14 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/jinaai/jina-reranker-v2-base-multilingual", "lineage": { "family": "jina-reranker-v2-base-multilingual", "variant": "jina-reranker-v2-base-multilingual", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-ranking", "declared": [ "ONNX Runtime", "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-10-21T05:59:46.000Z", "created_at": "2024-06-19T09:37:19.000Z", "downloads": 993135, "likes": 355, "sha": "9cfeff2df7d40d1b78e75e5e9cebec92a99813c9", "library_name": "transformers", "pipeline_tag": "text-ranking", "tags": [ "transformers", "pytorch", "onnx", "safetensors", "text-classification", "reranker", "cross-encoder", "transformers.js", "sentence-transformers", "text-ranking", "custom_code", "multilingual", "license:cc-by-nc-4.0", "region:eu" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/jinaai-jina-reranker-v2-base-multilingual/", "history_url": "https://openmodelweights.com/models/jinaai-jina-reranker-v2-base-multilingual/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/jinaai-jina-reranker-v2-base-multilingual.json" }, { "id": "nlpaueb-legal-bert-base-uncased", "name": "legal-bert-base-uncased", "developer": "nlpaueb", "family": "legal-bert-base-uncased", "variant": "legal-bert-base-uncased", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "pytorch", "tf", "jax", "bert", "pretraining", "legal", "fill-mask", "en", "license:cc-by-sa-4.0", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "cc-by-sa-4.0", "name": "cc-by-sa-4.0", "url": null, "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/nlpaueb/legal-bert-base-uncased", "lineage": { "family": "legal-bert-base-uncased", "variant": "legal-bert-base-uncased", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "fill-mask", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2022-04-28T14:42:50.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 1035190, "likes": 320, "sha": "15b570cbf88259610b082a167dacc190124f60f6", "library_name": "transformers", "pipeline_tag": "fill-mask", "tags": [ "transformers", "pytorch", "tf", "jax", "bert", "pretraining", "legal", "fill-mask", "en", "license:cc-by-sa-4.0", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "unknown", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/nlpaueb-legal-bert-base-uncased/", "history_url": "https://openmodelweights.com/models/nlpaueb-legal-bert-base-uncased/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/nlpaueb-legal-bert-base-uncased.json" }, { "id": "nvidia-nvidia-nemotron-3-5-lightning-30b-a3b-nvfp4", "name": "NVIDIA-Nemotron-3.5-Lightning-30B-A3B-NVFP4", "developer": "NVIDIA", "family": "NVIDIA-Nemotron-3.5-Lightning", "variant": "NVIDIA-Nemotron-3.5-Lightning-30B-A3B-NVFP4", "model": { "parameters": "17.8202B", "total_parameters_billions": 17.820210764, "context": { "value": 1048576, "display": "1,048,576 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "nemotron_h", "text-generation", "nvidia", "pytorch", "nemotron-3.5", "conversational", "en", "es", "fr", "de", "it", "ja", "license:other", "eval-results", "endpoints_compatible", "8-bit", "modelopt", "deploy:azure" ] }, "license": { "id": "other", "name": "openmdw-1.1", "url": "https://openmdw.ai/license/1-1/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercially usable subject to NVIDIA license conditions", "basis": "https://openmdw.ai/license/1-1/" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://openmdw.ai/license/1-1/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 35.64, "fp8_int8": 17.82, "int4": 8.91 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-NVFP4", "lineage": { "family": "NVIDIA-Nemotron-3.5-Lightning", "variant": "NVIDIA-Nemotron-3.5-Lightning-30B-A3B-NVFP4", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "NeMo", "Ollama", "SGLang", "TensorRT-LLM", "llama.cpp", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-10T14:41:52.000Z", "created_at": "2026-08-04T19:10:45.000Z", "downloads": 754532, "likes": 445, "sha": "bee7596271d1495f6992ae224aefde4410e816b8", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "nemotron_h", "text-generation", "nvidia", "pytorch", "nemotron-3.5", "conversational", "en", "es", "fr", "de", "it", "ja", "license:other", "eval-results", "endpoints_compatible", "8-bit", "modelopt", "deploy:azure", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/nvidia-nvidia-nemotron-3-5-lightning-30b-a3b-nvfp4/", "history_url": "https://openmodelweights.com/models/nvidia-nvidia-nemotron-3-5-lightning-30b-a3b-nvfp4/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/nvidia-nvidia-nemotron-3-5-lightning-30b-a3b-nvfp4.json" }, { "id": "sentence-transformers-paraphrase-mpnet-base-v2", "name": "paraphrase-mpnet-base-v2", "developer": "Sentence Transformers", "family": "paraphrase-mpnet-base-v2", "variant": "paraphrase-mpnet-base-v2", "model": { "parameters": "0.109487B", "total_parameters_billions": 0.109486978, "context": { "value": 514, "display": "514 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text embeddings", "tags": [ "sentence-transformers", "pytorch", "tf", "onnx", "safetensors", "openvino", "mpnet", "feature-extraction", "sentence-similarity", "transformers", "text-embeddings-inference", "arxiv:1908.10084", "doi:10.57967/hf/2004", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.22, "fp8_int8": 0.11, "int4": 0.05 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/sentence-transformers/paraphrase-mpnet-base-v2", "lineage": { "family": "paraphrase-mpnet-base-v2", "variant": "paraphrase-mpnet-base-v2", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "sentence-similarity", "declared": [ "ONNX Runtime", "Transformers", "sentence-transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-08-19T10:24:29.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 1763158, "likes": 51, "sha": "6cc9279c672dc57f94445ef259b28a1b736fec8f", "library_name": "sentence-transformers", "pipeline_tag": "sentence-similarity", "tags": [ "sentence-transformers", "pytorch", "tf", "onnx", "safetensors", "openvino", "mpnet", "feature-extraction", "sentence-similarity", "transformers", "text-embeddings-inference", "arxiv:1908.10084", "doi:10.57967/hf/2004", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/sentence-transformers-paraphrase-mpnet-base-v2/", "history_url": "https://openmodelweights.com/models/sentence-transformers-paraphrase-mpnet-base-v2/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/sentence-transformers-paraphrase-mpnet-base-v2.json" }, { "id": "nvidia-parakeet-tdt-0-6b-v3", "name": "parakeet-tdt-0.6b-v3", "developer": "NVIDIA", "family": "parakeet-tdt", "variant": "parakeet-tdt-0.6b-v3", "model": { "parameters": "0.627057B", "total_parameters_billions": 0.627057286, "context": { "value": 5000, "display": "5,000 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "encoder_config.max_position_embeddings" } ] }, "modality": "Audio → text", "tags": [ "transformers", "nemo", "safetensors", "gguf", "parakeet_tdt", "feature-extraction", "automatic-speech-recognition", "speech", "audio", "Transducer", "Transformer", "TDT", "FastConformer", "Conformer", "pytorch", "NeMo", "hf-asr-leaderboard", "Transformers", "en", "es" ] }, "license": { "id": "cc-by-4.0", "name": "CC BY 4.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed with attribution under CC BY 4.0", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1.25, "fp8_int8": 0.63, "int4": 0.31 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "GGUF", "NeMo" ], "repository": "https://huggingface.co/nvidia/parakeet-tdt-0.6b-v3", "lineage": { "family": "parakeet-tdt", "variant": "parakeet-tdt-0.6b-v3", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "automatic-speech-recognition", "declared": [ "NeMo", "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "GGUF artifact present (commonly used with llama.cpp-compatible runtimes)" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-05T21:46:17.000Z", "created_at": "2025-08-04T13:34:09.000Z", "downloads": 569291, "likes": 1170, "sha": "541d1f99c6b0c3cd0b11a95167540bb8edefd82b", "library_name": "transformers", "pipeline_tag": "automatic-speech-recognition", "tags": [ "transformers", "nemo", "safetensors", "gguf", "parakeet_tdt", "feature-extraction", "automatic-speech-recognition", "speech", "audio", "Transducer", "Transformer", "TDT", "FastConformer", "Conformer", "pytorch", "NeMo", "hf-asr-leaderboard", "Transformers", "en", "es", "fr", "de", "bg", "hr", "cs", "da", "nl", "et", "fi", "el", "hu", "it", "lv", "lt", "mt", "pl", "pt", "ro", "sk", "sl", "sv", "ru", "uk", "dataset:nvidia/Granary", "dataset:nemo/asr-set-3.0", "arxiv:2509.14128", "arxiv:2505.13404", "arxiv:2305.05084", "arxiv:2304.06795", "arxiv:2410.01036", "arxiv:2406.00899", "arxiv:2205.12446", "arxiv:2012.03411", "arxiv:2007.10310", "arxiv:1510.08484", "license:cc-by-4.0", "model-index", "eval-results", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/nvidia-parakeet-tdt-0-6b-v3/", "history_url": "https://openmodelweights.com/models/nvidia-parakeet-tdt-0-6b-v3/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/nvidia-parakeet-tdt-0-6b-v3.json" }, { "id": "deepseek-ai-deepseek-r1-0528-qwen3-8b", "name": "DeepSeek-R1-0528-Qwen3-8B", "developer": "DeepSeek", "family": "DeepSeek-R1-0528-Qwen3", "variant": "DeepSeek-R1-0528-Qwen3-8B", "model": { "parameters": "8.19074B", "total_parameters_billions": 8.19073536, "context": { "value": 131072, "display": "131,072 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "qwen3", "text-generation", "conversational", "arxiv:2501.12948", "license:mit", "text-generation-inference", "endpoints_compatible", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": "https://huggingface.co/deepseek-ai/DeepSeek-R1-0528-Qwen3-8B/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": "https://huggingface.co/deepseek-ai/DeepSeek-R1-0528-Qwen3-8B/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/deepseek-ai/DeepSeek-R1-0528-Qwen3-8B/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 16.38, "fp8_int8": 8.19, "int4": 4.1 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/deepseek-ai/DeepSeek-R1-0528-Qwen3-8B", "lineage": { "family": "DeepSeek-R1-0528-Qwen3", "variant": "DeepSeek-R1-0528-Qwen3-8B", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-05-29T13:13:34.000Z", "created_at": "2025-05-29T11:07:47.000Z", "downloads": 704404, "likes": 1092, "sha": "6e8885a6ff5c1dc5201574c8fd700323f23c25fa", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "qwen3", "text-generation", "conversational", "arxiv:2501.12948", "license:mit", "text-generation-inference", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/deepseek-ai-deepseek-r1-0528-qwen3-8b/", "history_url": "https://openmodelweights.com/models/deepseek-ai-deepseek-r1-0528-qwen3-8b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/deepseek-ai-deepseek-r1-0528-qwen3-8b.json" }, { "id": "qwen-qwen3-coder-next-fp8", "name": "Qwen3-Coder-Next-FP8", "developer": "Qwen", "family": "Qwen3-Coder-Next", "variant": "Qwen3-Coder-Next-FP8", "model": { "parameters": "79.6792B", "total_parameters_billions": 79.6792128, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "qwen3_next", "text-generation", "conversational", "license:apache-2.0", "endpoints_compatible", "fp8", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3-Coder-Next/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3-Coder-Next/blob/main/LICENSE" }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3-Coder-Next/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 159.36, "fp8_int8": 79.68, "int4": 39.84 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3-Coder-Next-FP8", "lineage": { "family": "Qwen3-Coder-Next", "variant": "Qwen3-Coder-Next-FP8", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "MLX", "Ollama", "SGLang", "llama.cpp", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-02-03T14:13:28.000Z", "created_at": "2026-02-01T12:22:41.000Z", "downloads": 1095832, "likes": 192, "sha": "da6e2ed27304dd39abadd9c82ef50e8de67bdd4c", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "qwen3_next", "text-generation", "conversational", "license:apache-2.0", "endpoints_compatible", "fp8", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen3-coder-next-fp8/", "history_url": "https://openmodelweights.com/models/qwen-qwen3-coder-next-fp8/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen3-coder-next-fp8.json" }, { "id": "alibaba-nlp-gte-large-en-v1-5", "name": "gte-large-en-v1.5", "developer": "Alibaba-NLP", "family": "gte-large-en-v1.5", "variant": "gte-large-en-v1.5", "model": { "parameters": "0.434139B", "total_parameters_billions": 0.434139136, "context": { "value": 8192, "display": "8,192 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text embeddings", "tags": [ "transformers", "onnx", "safetensors", "new", "feature-extraction", "sentence-transformers", "gte", "mteb", "transformers.js", "sentence-similarity", "custom_code", "en", "dataset:allenai/c4", "arxiv:2407.19669", "arxiv:2308.03281", "license:apache-2.0", "model-index", "text-embeddings-inference", "endpoints_compatible", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.87, "fp8_int8": 0.43, "int4": 0.22 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "ONNX" ], "repository": "https://huggingface.co/Alibaba-NLP/gte-large-en-v1.5", "lineage": { "family": "gte-large-en-v1.5", "variant": "gte-large-en-v1.5", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "sentence-similarity", "declared": [ "ONNX Runtime", "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-08-09T03:32:05.000Z", "created_at": "2024-04-20T02:54:30.000Z", "downloads": 1106854, "likes": 239, "sha": "104333d6af6f97649377c2afbde10a7704870c7b", "library_name": "transformers", "pipeline_tag": "sentence-similarity", "tags": [ "transformers", "onnx", "safetensors", "new", "feature-extraction", "sentence-transformers", "gte", "mteb", "transformers.js", "sentence-similarity", "custom_code", "en", "dataset:allenai/c4", "arxiv:2407.19669", "arxiv:2308.03281", "license:apache-2.0", "model-index", "text-embeddings-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/alibaba-nlp-gte-large-en-v1-5/", "history_url": "https://openmodelweights.com/models/alibaba-nlp-gte-large-en-v1-5/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/alibaba-nlp-gte-large-en-v1-5.json" }, { "id": "zhengpeng7-birefnet", "name": "BiRefNet", "developer": "ZhengPeng7", "family": "BiRefNet", "variant": "BiRefNet", "model": { "parameters": "0.2207B", "total_parameters_billions": 0.220700242, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image", "tags": [ "birefnet", "safetensors", "image-segmentation", "background-removal", "mask-generation", "Dichotomous Image Segmentation", "Camouflaged Object Detection", "Salient Object Detection", "pytorch_model_hub_mixin", "model_hub_mixin", "transformers", "custom_code", "arxiv:2401.03407", "license:mit", "endpoints_compatible", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.44, "fp8_int8": 0.22, "int4": 0.11 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/ZhengPeng7/BiRefNet", "lineage": { "family": "BiRefNet", "variant": "BiRefNet", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "birefnet", "pipeline_tag": "image-segmentation", "declared": [ "Transformers", "birefnet" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-02-04T22:43:55.000Z", "created_at": "2024-07-12T08:50:09.000Z", "downloads": 757468, "likes": 646, "sha": "e2bf8e4460fc8fa32bba5ea4d94b3233d367b0e4", "library_name": "birefnet", "pipeline_tag": "image-segmentation", "tags": [ "birefnet", "safetensors", "image-segmentation", "background-removal", "mask-generation", "Dichotomous Image Segmentation", "Camouflaged Object Detection", "Salient Object Detection", "pytorch_model_hub_mixin", "model_hub_mixin", "transformers", "custom_code", "arxiv:2401.03407", "license:mit", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/zhengpeng7-birefnet/", "history_url": "https://openmodelweights.com/models/zhengpeng7-birefnet/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/zhengpeng7-birefnet.json" }, { "id": "qwen-qwen3-coder-30b-a3b-instruct-fp8", "name": "Qwen3-Coder-30B-A3B-Instruct-FP8", "developer": "Qwen", "family": "Qwen3-Coder", "variant": "Qwen3-Coder-30B-A3B-Instruct-FP8", "model": { "parameters": "30.5339B", "total_parameters_billions": 30.533947392, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "qwen3_moe", "text-generation", "conversational", "arxiv:2505.09388", "license:apache-2.0", "endpoints_compatible", "fp8", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3-Coder-30B-A3B-Instruct-FP8/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3-Coder-30B-A3B-Instruct-FP8/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3-Coder-30B-A3B-Instruct-FP8/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 61.07, "fp8_int8": 30.53, "int4": 15.27 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3-Coder-30B-A3B-Instruct-FP8", "lineage": { "family": "Qwen3-Coder", "variant": "Qwen3-Coder-30B-A3B-Instruct-FP8", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-12-03T08:20:23.000Z", "created_at": "2025-07-31T08:14:11.000Z", "downloads": 1094177, "likes": 215, "sha": "dcaee4d4dfc5ee71ad501f01f530e5652438fde0", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "qwen3_moe", "text-generation", "conversational", "arxiv:2505.09388", "license:apache-2.0", "endpoints_compatible", "fp8", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen3-coder-30b-a3b-instruct-fp8/", "history_url": "https://openmodelweights.com/models/qwen-qwen3-coder-30b-a3b-instruct-fp8/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen3-coder-30b-a3b-instruct-fp8.json" }, { "id": "neuml-pubmedbert-base-embeddings", "name": "pubmedbert-base-embeddings", "developer": "NeuML", "family": "pubmedbert-base-embeddings", "variant": "pubmedbert-base-embeddings", "model": { "parameters": "0.109482B", "total_parameters_billions": 0.10948224, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text embeddings", "tags": [ "sentence-transformers", "pytorch", "safetensors", "bert", "feature-extraction", "sentence-similarity", "transformers", "en", "base_model:microsoft/BiomedNLP-BiomedBERT-base-uncased-abstract-fulltext", "base_model:finetune:microsoft/BiomedNLP-BiomedBERT-base-uncased-abstract-fulltext", "license:apache-2.0", "text-embeddings-inference", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.22, "fp8_int8": 0.11, "int4": 0.05 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/NeuML/pubmedbert-base-embeddings", "lineage": { "family": "pubmedbert-base-embeddings", "variant": "pubmedbert-base-embeddings", "base_model": { "status": "declared", "models": [ "microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract-fulltext" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "sentence-similarity", "declared": [ "Transformers", "sentence-transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-04-21T12:44:28.000Z", "created_at": "2023-10-18T14:22:18.000Z", "downloads": 1024506, "likes": 198, "sha": "b79526d6ef3645e0df4530322e266f24c829f5ef", "library_name": "sentence-transformers", "pipeline_tag": "sentence-similarity", "tags": [ "sentence-transformers", "pytorch", "safetensors", "bert", "feature-extraction", "sentence-similarity", "transformers", "en", "base_model:microsoft/BiomedNLP-BiomedBERT-base-uncased-abstract-fulltext", "base_model:finetune:microsoft/BiomedNLP-BiomedBERT-base-uncased-abstract-fulltext", "license:apache-2.0", "text-embeddings-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/neuml-pubmedbert-base-embeddings/", "history_url": "https://openmodelweights.com/models/neuml-pubmedbert-base-embeddings/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/neuml-pubmedbert-base-embeddings.json" }, { "id": "octen-octen-embedding-8b", "name": "Octen-Embedding-8B", "developer": "Octen", "family": "Octen-Embedding", "variant": "Octen-Embedding-8B", "model": { "parameters": "7.5673B", "total_parameters_billions": 7.567295488, "context": { "value": 40960, "display": "40,960 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text embeddings", "tags": [ "sentence-transformers", "safetensors", "qwen3", "sentence-similarity", "feature-extraction", "embedding", "text-embedding", "retrieval", "en", "zh", "multilingual", "base_model:Qwen/Qwen3-Embedding-8B", "base_model:finetune:Qwen/Qwen3-Embedding-8B", "license:apache-2.0", "text-embeddings-inference", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 15.13, "fp8_int8": 7.57, "int4": 3.78 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Octen/Octen-Embedding-8B", "lineage": { "family": "Octen-Embedding", "variant": "Octen-Embedding-8B", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3-Embedding-8B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "sentence-similarity", "declared": [ "sentence-transformers" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-02-09T04:11:02.000Z", "created_at": "2025-12-23T08:14:22.000Z", "downloads": 1072351, "likes": 193, "sha": "5adcfa292e712091dfc30f0e97f0b2282e6cc66c", "library_name": "sentence-transformers", "pipeline_tag": "sentence-similarity", "tags": [ "sentence-transformers", "safetensors", "qwen3", "sentence-similarity", "feature-extraction", "embedding", "text-embedding", "retrieval", "en", "zh", "multilingual", "base_model:Qwen/Qwen3-Embedding-8B", "base_model:finetune:Qwen/Qwen3-Embedding-8B", "license:apache-2.0", "text-embeddings-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/octen-octen-embedding-8b/", "history_url": "https://openmodelweights.com/models/octen-octen-embedding-8b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/octen-octen-embedding-8b.json" }, { "id": "microsoft-table-transformer-structure-recognition", "name": "table-transformer-structure-recognition", "developer": "Microsoft", "family": "table-transformer-structure-recognition", "variant": "table-transformer-structure-recognition", "model": { "parameters": "0.0288478B", "total_parameters_billions": 0.028847819, "context": { "value": 1024, "display": "1,024 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Image", "tags": [ "transformers", "pytorch", "safetensors", "table-transformer", "object-detection", "arxiv:2110.00061", "license:mit", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.06, "fp8_int8": 0.03, "int4": 0.01 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/microsoft/table-transformer-structure-recognition", "lineage": { "family": "table-transformer-structure-recognition", "variant": "table-transformer-structure-recognition", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "object-detection", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-09-06T14:50:49.000Z", "created_at": "2022-10-14T09:19:57.000Z", "downloads": 1100810, "likes": 231, "sha": "f4d4bdc85c3fe4b1fa49658882a5d38bbdd0f343", "library_name": "transformers", "pipeline_tag": "object-detection", "tags": [ "transformers", "pytorch", "safetensors", "table-transformer", "object-detection", "arxiv:2110.00061", "license:mit", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/microsoft-table-transformer-structure-recognition/", "history_url": "https://openmodelweights.com/models/microsoft-table-transformer-structure-recognition/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/microsoft-table-transformer-structure-recognition.json" }, { "id": "iitolstykh-mivolo-v2", "name": "mivolo_v2", "developer": "iitolstykh", "family": "mivolo_v2", "variant": "mivolo_v2", "model": { "parameters": "0.0287618B", "total_parameters_billions": 0.028761822, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "mivolo", "safetensors", "custom_code", "arxiv:2307.04616", "arxiv:2403.02302", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.06, "fp8_int8": 0.03, "int4": 0.01 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/iitolstykh/mivolo_v2", "lineage": { "family": "mivolo_v2", "variant": "mivolo_v2", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "mivolo", "pipeline_tag": null, "declared": [ "mivolo" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-03-11T13:56:40.000Z", "created_at": "2024-03-05T12:50:28.000Z", "downloads": 1751029, "likes": 33, "sha": "53393526c220e34cdd7b722b36d22b6f9e5f4241", "library_name": "mivolo", "pipeline_tag": null, "tags": [ "mivolo", "safetensors", "custom_code", "arxiv:2307.04616", "arxiv:2403.02302", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/iitolstykh-mivolo-v2/", "history_url": "https://openmodelweights.com/models/iitolstykh-mivolo-v2/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/iitolstykh-mivolo-v2.json" }, { "id": "qwen-qwen2-vl-7b-instruct", "name": "Qwen2-VL-7B-Instruct", "developer": "Qwen", "family": "Qwen2-VL", "variant": "Qwen2-VL-7B-Instruct", "model": { "parameters": "8.29138B", "total_parameters_billions": 8.291375616, "context": { "value": 32768, "display": "32,768 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "qwen2_vl", "image-text-to-text", "multimodal", "conversational", "en", "arxiv:2409.12191", "arxiv:2308.12966", "base_model:Qwen/Qwen2-VL-7B", "base_model:finetune:Qwen/Qwen2-VL-7B", "license:apache-2.0", "eval-results", "text-generation-inference", "endpoints_compatible", "region:us", "deploy:sagemaker", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen2-VL-7B-Instruct/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen2-VL-7B-Instruct/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen2-VL-7B-Instruct/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 16.58, "fp8_int8": 8.29, "int4": 4.15 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen2-VL-7B-Instruct", "lineage": { "family": "Qwen2-VL", "variant": "Qwen2-VL-7B-Instruct", "base_model": { "status": "declared", "models": [ "Qwen/Qwen2-VL-7B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-02-06T05:18:08.000Z", "created_at": "2024-08-28T09:03:13.000Z", "downloads": 647899, "likes": 1287, "sha": "eed13092ef92e448dd6875b2a00151bd3f7db0ac", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen2_vl", "image-text-to-text", "multimodal", "conversational", "en", "arxiv:2409.12191", "arxiv:2308.12966", "base_model:Qwen/Qwen2-VL-7B", "base_model:finetune:Qwen/Qwen2-VL-7B", "license:apache-2.0", "eval-results", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen2-vl-7b-instruct/", "history_url": "https://openmodelweights.com/models/qwen-qwen2-vl-7b-instruct/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen2-vl-7b-instruct.json" }, { "id": "cambridgeltl-sapbert-from-pubmedbert-fulltext", "name": "SapBERT-from-PubMedBERT-fulltext", "developer": "cambridgeltl", "family": "SapBERT-from-PubMedBERT-fulltext", "variant": "SapBERT-from-PubMedBERT-fulltext", "model": { "parameters": "0.109483B", "total_parameters_billions": 0.109482752, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Embeddings / features", "tags": [ "transformers", "pytorch", "tf", "jax", "safetensors", "bert", "feature-extraction", "biomedical", "lexical semantics", "bionlp", "biology", "science", "embedding", "entity linking", "en", "arxiv:2010.11784", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.22, "fp8_int8": 0.11, "int4": 0.05 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/cambridgeltl/SapBERT-from-PubMedBERT-fulltext", "lineage": { "family": "SapBERT-from-PubMedBERT-fulltext", "variant": "SapBERT-from-PubMedBERT-fulltext", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "feature-extraction", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-06-14T19:03:02.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 1483191, "likes": 80, "sha": "090663c3ae57bf35ffe4d0d468a2a88d03051a4d", "library_name": "transformers", "pipeline_tag": "feature-extraction", "tags": [ "transformers", "pytorch", "tf", "jax", "safetensors", "bert", "feature-extraction", "biomedical", "lexical semantics", "bionlp", "biology", "science", "embedding", "entity linking", "en", "arxiv:2010.11784", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/cambridgeltl-sapbert-from-pubmedbert-fulltext/", "history_url": "https://openmodelweights.com/models/cambridgeltl-sapbert-from-pubmedbert-fulltext/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/cambridgeltl-sapbert-from-pubmedbert-fulltext.json" }, { "id": "google-gemma-2-2b-it", "name": "gemma-2-2b-it", "developer": "Google", "family": "gemma-2", "variant": "gemma-2-2b-it", "model": { "parameters": "2.61434B", "total_parameters_billions": 2.614341888, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text", "tags": [ "transformers", "safetensors", "gemma2", "text-generation", "conversational", "arxiv:2009.03300", "arxiv:1905.07830", "arxiv:1911.11641", "arxiv:1904.09728", "arxiv:1905.10044", "arxiv:1907.10641", "arxiv:1811.00937", "arxiv:1809.02789", "arxiv:1911.01547", "arxiv:1705.03551", "arxiv:2107.03374", "arxiv:2108.07732", "arxiv:2110.14168", "arxiv:2009.11462", "arxiv:2101.11718" ] }, "license": { "id": "gemma", "name": "gemma", "url": "https://ai.google.dev/gemma/terms", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use permitted subject to Gemma Terms", "basis": "https://ai.google.dev/gemma/terms" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://ai.google.dev/gemma/terms" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 5.23, "fp8_int8": 2.61, "int4": 1.31 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/google/gemma-2-2b-it", "lineage": { "family": "gemma-2", "variant": "gemma-2-2b-it", "base_model": { "status": "declared", "models": [ "google/gemma-2-2b" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-08-27T19:41:44.000Z", "created_at": "2024-07-16T10:51:39.000Z", "downloads": 607907, "likes": 1540, "sha": "299a8560bedf22ed1c72a8a11e7dce4a7f9f51f8", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "gemma2", "text-generation", "conversational", "arxiv:2009.03300", "arxiv:1905.07830", "arxiv:1911.11641", "arxiv:1904.09728", "arxiv:1905.10044", "arxiv:1907.10641", "arxiv:1811.00937", "arxiv:1809.02789", "arxiv:1911.01547", "arxiv:1705.03551", "arxiv:2107.03374", "arxiv:2108.07732", "arxiv:2110.14168", "arxiv:2009.11462", "arxiv:2101.11718", "arxiv:2110.08193", "arxiv:1804.09301", "arxiv:2109.07958", "arxiv:1804.06876", "arxiv:2103.03874", "arxiv:2304.06364", "arxiv:1903.00161", "arxiv:2206.04615", "arxiv:2203.09509", "arxiv:2403.13793", "base_model:google/gemma-2-2b", "base_model:finetune:google/gemma-2-2b", "license:gemma", "eval-results", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/google-gemma-2-2b-it/", "history_url": "https://openmodelweights.com/models/google-gemma-2-2b-it/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/google-gemma-2-2b-it.json" }, { "id": "livekit-turn-detector", "name": "turn-detector", "developer": "livekit", "family": "turn-detector", "variant": "turn-detector", "model": { "parameters": "0.134516B", "total_parameters_billions": 0.13451616, "context": { "value": 8192, "display": "8,192 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text Classification", "tags": [ "transformers", "onnx", "safetensors", "llama", "text-generation", "voice-ai", "turn-detection", "end-of-utterance", "end-of-turn", "conversational-ai", "livekit", "quantized", "knowledge-distillation", "text-classification", "en", "es", "fr", "de", "it", "pt" ] }, "license": { "id": "other", "name": "livekit-model-license", "url": "https://huggingface.co/livekit/turn-detector/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": "https://huggingface.co/livekit/turn-detector/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/livekit/turn-detector/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.27, "fp8_int8": 0.13, "int4": 0.07 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "ONNX" ], "repository": "https://huggingface.co/livekit/turn-detector", "lineage": { "family": "turn-detector", "variant": "turn-detector", "base_model": { "status": "declared", "models": [ "Qwen/Qwen2.5-0.5B-Instruct" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-classification", "declared": [ "ONNX Runtime", "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-02-11T15:04:40.000Z", "created_at": "2024-12-07T01:16:27.000Z", "downloads": 1120212, "likes": 150, "sha": "fba34c38ad5d30a63ebb83a9e6bf271cf4c91d67", "library_name": "transformers", "pipeline_tag": "text-classification", "tags": [ "transformers", "onnx", "safetensors", "llama", "text-generation", "voice-ai", "turn-detection", "end-of-utterance", "end-of-turn", "conversational-ai", "livekit", "quantized", "knowledge-distillation", "text-classification", "en", "es", "fr", "de", "it", "pt", "nl", "zh", "ja", "ko", "id", "tr", "ru", "hi", "base_model:Qwen/Qwen2.5-0.5B-Instruct", "base_model:quantized:Qwen/Qwen2.5-0.5B-Instruct", "license:other", "text-embeddings-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "unknown", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/livekit-turn-detector/", "history_url": "https://openmodelweights.com/models/livekit-turn-detector/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/livekit-turn-detector.json" }, { "id": "stepfun-ai-got-ocr2-0", "name": "GOT-OCR2_0", "developer": "stepfun-ai", "family": "GOT-OCR2_0", "variant": "GOT-OCR2_0", "model": { "parameters": "0.716033B", "total_parameters_billions": 0.71603328, "context": { "value": 32768, "display": "32,768 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "safetensors", "GOT", "got", "vision-language", "ocr2.0", "custom_code", "image-text-to-text", "multilingual", "arxiv:2409.01704", "arxiv:2405.14295", "arxiv:2312.06109", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1.43, "fp8_int8": 0.72, "int4": 0.36 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/stepfun-ai/GOT-OCR2_0", "lineage": { "family": "GOT-OCR2_0", "variant": "GOT-OCR2_0", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": null, "pipeline_tag": "image-text-to-text", "declared": [], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-02-04T00:37:25.000Z", "created_at": "2024-09-12T16:02:28.000Z", "downloads": 601429, "likes": 1561, "sha": "979938bf89ccdc949c0131ddd3841e24578a4742", "library_name": null, "pipeline_tag": "image-text-to-text", "tags": [ "safetensors", "GOT", "got", "vision-language", "ocr2.0", "custom_code", "image-text-to-text", "multilingual", "arxiv:2409.01704", "arxiv:2405.14295", "arxiv:2312.06109", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "recipe-or-training-files-present", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/stepfun-ai-got-ocr2-0/", "history_url": "https://openmodelweights.com/models/stepfun-ai-got-ocr2-0/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/stepfun-ai-got-ocr2-0.json" }, { "id": "qwen-qwen3-tts-12hz-0-6b-customvoice", "name": "Qwen3-TTS-12Hz-0.6B-CustomVoice", "developer": "Qwen", "family": "Qwen3-TTS-12Hz", "variant": "Qwen3-TTS-12Hz-0.6B-CustomVoice", "model": { "parameters": "0.905789B", "total_parameters_billions": 0.905788672, "context": { "value": 65536, "display": "65,536 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "talker_config.code_predictor_config.max_position_embeddings" } ] }, "modality": "Text → audio", "tags": [ "safetensors", "qwen3_tts", "tts", "qwen", "audio", "text-to-speech", "zh", "en", "ja", "ko", "de", "fr", "ru", "pt", "es", "it", "arxiv:2601.15621", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1.81, "fp8_int8": 0.91, "int4": 0.45 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3-TTS-12Hz-0.6B-CustomVoice", "lineage": { "family": "Qwen3-TTS-12Hz", "variant": "Qwen3-TTS-12Hz-0.6B-CustomVoice", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": null, "pipeline_tag": "text-to-speech", "declared": [], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-01-29T08:01:51.000Z", "created_at": "2026-01-21T08:57:38.000Z", "downloads": 1035833, "likes": 193, "sha": "85e237c12c027371202489a0ec509ded67b5e4b5", "library_name": null, "pipeline_tag": "text-to-speech", "tags": [ "safetensors", "qwen3_tts", "tts", "qwen", "audio", "text-to-speech", "zh", "en", "ja", "ko", "de", "fr", "ru", "pt", "es", "it", "arxiv:2601.15621", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen3-tts-12hz-0-6b-customvoice/", "history_url": "https://openmodelweights.com/models/qwen-qwen3-tts-12hz-0-6b-customvoice/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen3-tts-12hz-0-6b-customvoice.json" }, { "id": "kha-white-manga-ocr-base", "name": "manga-ocr-base", "developer": "kha-white", "family": "manga-ocr", "variant": "manga-ocr-base", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "decoder.max_position_embeddings" } ] }, "modality": "Image To Text", "tags": [ "transformers", "pytorch", "vision-encoder-decoder", "image-text-to-text", "image-to-text", "ja", "dataset:manga109s", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/kha-white/manga-ocr-base", "lineage": { "family": "manga-ocr", "variant": "manga-ocr-base", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2022-06-22T15:34:05.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 1133671, "likes": 183, "sha": "aa6573bd10b0d446cbf622e29c3e084914df9741", "library_name": "transformers", "pipeline_tag": "image-to-text", "tags": [ "transformers", "pytorch", "vision-encoder-decoder", "image-text-to-text", "image-to-text", "ja", "dataset:manga109s", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/kha-white-manga-ocr-base/", "history_url": "https://openmodelweights.com/models/kha-white-manga-ocr-base/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/kha-white-manga-ocr-base.json" }, { "id": "pyannote-segmentation", "name": "segmentation", "developer": "pyannote", "family": "segmentation", "variant": "segmentation", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Voice Activity Detection", "tags": [ "pyannote-audio", "pytorch", "pyannote", "pyannote-audio-model", "audio", "voice", "speech", "speaker", "speaker-segmentation", "voice-activity-detection", "overlapped-speech-detection", "resegmentation", "arxiv:2104.04045", "license:mit", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": "https://huggingface.co/pyannote/segmentation/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": "https://huggingface.co/pyannote/segmentation/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/pyannote/segmentation/blob/main/LICENSE" } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/pyannote/segmentation", "lineage": { "family": "segmentation", "variant": "segmentation", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "pyannote-audio", "pipeline_tag": "voice-activity-detection", "declared": [ "pyannote-audio" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-05-10T19:38:44.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 752900, "likes": 700, "sha": "660b9e20307a2b0cdb400d0f80aadc04a701fc54", "library_name": "pyannote-audio", "pipeline_tag": "voice-activity-detection", "tags": [ "pyannote-audio", "pytorch", "pyannote", "pyannote-audio-model", "audio", "voice", "speech", "speaker", "speaker-segmentation", "voice-activity-detection", "overlapped-speech-detection", "resegmentation", "arxiv:2104.04045", "license:mit", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "recipe-or-training-files-present", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/pyannote-segmentation/", "history_url": "https://openmodelweights.com/models/pyannote-segmentation/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/pyannote-segmentation.json" }, { "id": "stanfordaimi-stanford-deidentifier-base", "name": "stanford-deidentifier-base", "developer": "StanfordAIMI", "family": "stanford-deidentifier", "variant": "stanford-deidentifier-base", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "pytorch", "bert", "token-classification", "sequence-tagger-model", "pubmedbert", "uncased", "radiology", "biomedical", "bdf-toolbox", "en", "dataset:radreports", "license:mit", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/StanfordAIMI/stanford-deidentifier-base", "lineage": { "family": "stanford-deidentifier", "variant": "stanford-deidentifier-base", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "token-classification", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-10-09T17:55:36.000Z", "created_at": "2022-06-16T18:24:42.000Z", "downloads": 1389133, "likes": 85, "sha": "661b9c1c717d3165512d440abc3700c386aefab6", "library_name": "transformers", "pipeline_tag": "token-classification", "tags": [ "transformers", "pytorch", "bert", "token-classification", "sequence-tagger-model", "pubmedbert", "uncased", "radiology", "biomedical", "bdf-toolbox", "en", "dataset:radreports", "license:mit", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/stanfordaimi-stanford-deidentifier-base/", "history_url": "https://openmodelweights.com/models/stanfordaimi-stanford-deidentifier-base/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/stanfordaimi-stanford-deidentifier-base.json" }, { "id": "sentence-transformers-distiluse-base-multilingual-cased-v1", "name": "distiluse-base-multilingual-cased-v1", "developer": "Sentence Transformers", "family": "distiluse-base-multilingual-cased-v1", "variant": "distiluse-base-multilingual-cased-v1", "model": { "parameters": "0.134734B", "total_parameters_billions": 0.13473408, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text embeddings", "tags": [ "sentence-transformers", "pytorch", "tf", "onnx", "safetensors", "openvino", "distilbert", "feature-extraction", "sentence-similarity", "multilingual", "ar", "zh", "nl", "en", "fr", "de", "it", "ko", "pl", "pt" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.27, "fp8_int8": 0.13, "int4": 0.07 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/sentence-transformers/distiluse-base-multilingual-cased-v1", "lineage": { "family": "distiluse-base-multilingual-cased-v1", "variant": "distiluse-base-multilingual-cased-v1", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "sentence-similarity", "declared": [ "ONNX Runtime", "sentence-transformers" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-03-06T13:32:06.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 1212118, "likes": 134, "sha": "826fee3d516ebb14987355af373f5b69101c7006", "library_name": "sentence-transformers", "pipeline_tag": "sentence-similarity", "tags": [ "sentence-transformers", "pytorch", "tf", "onnx", "safetensors", "openvino", "distilbert", "feature-extraction", "sentence-similarity", "multilingual", "ar", "zh", "nl", "en", "fr", "de", "it", "ko", "pl", "pt", "ru", "es", "tr", "arxiv:1908.10084", "license:apache-2.0", "text-embeddings-inference", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/sentence-transformers-distiluse-base-multilingual-cased-v1/", "history_url": "https://openmodelweights.com/models/sentence-transformers-distiluse-base-multilingual-cased-v1/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/sentence-transformers-distiluse-base-multilingual-cased-v1.json" }, { "id": "deepseek-ai-deepseek-v4-flash-dspark", "name": "DeepSeek-V4-Flash-DSpark", "developer": "DeepSeek", "family": "DeepSeek-V4-Flash-DSpark", "variant": "DeepSeek-V4-Flash-DSpark", "model": { "parameters": "165.265B", "total_parameters_billions": 165.265454782, "context": { "value": 1048576, "display": "1,048,576 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "deepseek_v4", "text-generation", "arxiv:2606.19348", "license:mit", "endpoints_compatible", "8-bit", "fp8", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": "https://huggingface.co/deepseek-ai/DeepSeek-V4-Flash-DSpark/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": "https://huggingface.co/deepseek-ai/DeepSeek-V4-Flash-DSpark/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/deepseek-ai/DeepSeek-V4-Flash-DSpark/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 330.53, "fp8_int8": 165.27, "int4": 82.63 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/deepseek-ai/DeepSeek-V4-Flash-DSpark", "lineage": { "family": "DeepSeek-V4-Flash-DSpark", "variant": "DeepSeek-V4-Flash-DSpark", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-07-04T03:15:12.000Z", "created_at": "2026-06-27T02:27:36.000Z", "downloads": 814665, "likes": 283, "sha": "62af8fffb2f7030cac4de2f0169f5b8d1101b646", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "deepseek_v4", "text-generation", "arxiv:2606.19348", "license:mit", "endpoints_compatible", "8-bit", "fp8", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/deepseek-ai-deepseek-v4-flash-dspark/", "history_url": "https://openmodelweights.com/models/deepseek-ai-deepseek-v4-flash-dspark/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/deepseek-ai-deepseek-v4-flash-dspark.json" }, { "id": "cardiffnlp-twitter-xlm-roberta-base-sentiment", "name": "twitter-xlm-roberta-base-sentiment", "developer": "cardiffnlp", "family": "twitter-xlm-roberta-base-sentiment", "variant": "twitter-xlm-roberta-base-sentiment", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 514, "display": "514 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text Classification", "tags": [ "transformers", "pytorch", "tf", "xlm-roberta", "text-classification", "multilingual", "arxiv:2104.12250", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": null, "name": "Not declared in model-card metadata", "url": null, "status": "not-disclosed", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/cardiffnlp/twitter-xlm-roberta-base-sentiment", "lineage": { "family": "twitter-xlm-roberta-base-sentiment", "variant": "twitter-xlm-roberta-base-sentiment", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-classification", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-07-19T20:41:38.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 974532, "likes": 277, "sha": "f2f1202b1bdeb07342385c3f807f9c07cd8f5cf8", "library_name": "transformers", "pipeline_tag": "text-classification", "tags": [ "transformers", "pytorch", "tf", "xlm-roberta", "text-classification", "multilingual", "arxiv:2104.12250", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "not-disclosed", "commercial_use": "unknown", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/cardiffnlp-twitter-xlm-roberta-base-sentiment/", "history_url": "https://openmodelweights.com/models/cardiffnlp-twitter-xlm-roberta-base-sentiment/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/cardiffnlp-twitter-xlm-roberta-base-sentiment.json" }, { "id": "salesforce-blip-image-captioning-large", "name": "blip-image-captioning-large", "developer": "Salesforce", "family": "blip-image-captioning-large", "variant": "blip-image-captioning-large", "model": { "parameters": "0.469733B", "total_parameters_billions": 0.469733436, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image To Text", "tags": [ "transformers", "pytorch", "tf", "safetensors", "blip", "image-text-to-text", "image-captioning", "image-to-text", "arxiv:2201.12086", "license:bsd-3-clause", "endpoints_compatible", "region:us" ] }, "license": { "id": "bsd-3-clause", "name": "BSD-3-CLAUSE", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under BSD-3-CLAUSE conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.94, "fp8_int8": 0.47, "int4": 0.23 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/Salesforce/blip-image-captioning-large", "lineage": { "family": "blip-image-captioning-large", "variant": "blip-image-captioning-large", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-02-03T06:42:42.000Z", "created_at": "2022-12-13T11:27:40.000Z", "downloads": 588675, "likes": 1488, "sha": "353689b859fcf0523410b1806dace5fb46ecdf41", "library_name": "transformers", "pipeline_tag": "image-to-text", "tags": [ "transformers", "pytorch", "tf", "safetensors", "blip", "image-text-to-text", "image-captioning", "image-to-text", "arxiv:2201.12086", "license:bsd-3-clause", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/salesforce-blip-image-captioning-large/", "history_url": "https://openmodelweights.com/models/salesforce-blip-image-captioning-large/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/salesforce-blip-image-captioning-large.json" }, { "id": "amazon-chronos-t5-small", "name": "chronos-t5-small", "developer": "amazon", "family": "chronos-t5-small", "variant": "chronos-t5-small", "model": { "parameters": "0.0461542B", "total_parameters_billions": 0.04615424, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "chronos_config.context_length" } ] }, "modality": "Time Series Forecasting", "tags": [ "chronos-forecasting", "safetensors", "t5", "time series", "forecasting", "pretrained models", "foundation models", "time series foundation models", "time-series", "time-series-forecasting", "arxiv:2403.07815", "arxiv:1910.10683", "license:apache-2.0", "region:us", "deploy:sagemaker" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.09, "fp8_int8": 0.05, "int4": 0.02 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/amazon/chronos-t5-small", "lineage": { "family": "chronos-t5-small", "variant": "chronos-t5-small", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "chronos-forecasting", "pipeline_tag": "time-series-forecasting", "declared": [ "chronos-forecasting" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-11-21T12:55:58.000Z", "created_at": "2024-02-21T10:06:21.000Z", "downloads": 1148716, "likes": 143, "sha": "a971ba21945c4f1796b17a91fe69214b5f4ad472", "library_name": "chronos-forecasting", "pipeline_tag": "time-series-forecasting", "tags": [ "chronos-forecasting", "safetensors", "t5", "time series", "forecasting", "pretrained models", "foundation models", "time series foundation models", "time-series", "time-series-forecasting", "arxiv:2403.07815", "arxiv:1910.10683", "license:apache-2.0", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/amazon-chronos-t5-small/", "history_url": "https://openmodelweights.com/models/amazon-chronos-t5-small/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/amazon-chronos-t5-small.json" }, { "id": "kijai-wanvideo-comfy-fp8-scaled", "name": "WanVideo_comfy_fp8_scaled", "developer": "Kijai", "family": "WanVideo_comfy_fp8_scaled", "variant": "WanVideo_comfy_fp8_scaled", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "diffusion-single-file", "comfyui", "base_model:Wan-AI/Wan2.1-VACE-1.3B", "base_model:finetune:Wan-AI/Wan2.1-VACE-1.3B", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Kijai/WanVideo_comfy_fp8_scaled", "lineage": { "family": "WanVideo_comfy_fp8_scaled", "variant": "WanVideo_comfy_fp8_scaled", "base_model": { "status": "declared", "models": [ "Wan-AI/Wan2.1-VACE-14B", "Wan-AI/Wan2.1-VACE-1.3B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "diffusion-single-file", "pipeline_tag": null, "declared": [ "diffusion-single-file" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-06-13T15:47:09.000Z", "created_at": "2025-07-22T10:39:42.000Z", "downloads": 613943, "likes": 737, "sha": "033a4e487f60220b3d6e469599a6aebc46e13cee", "library_name": "diffusion-single-file", "pipeline_tag": null, "tags": [ "diffusion-single-file", "comfyui", "base_model:Wan-AI/Wan2.1-VACE-1.3B", "base_model:finetune:Wan-AI/Wan2.1-VACE-1.3B", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/kijai-wanvideo-comfy-fp8-scaled/", "history_url": "https://openmodelweights.com/models/kijai-wanvideo-comfy-fp8-scaled/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/kijai-wanvideo-comfy-fp8-scaled.json" }, { "id": "facebook-dinov3-vitl16-pretrain-lvd1689m", "name": "dinov3-vitl16-pretrain-lvd1689m", "developer": "Meta", "family": "dinov3-vitl16-pretrain-lvd1689m", "variant": "dinov3-vitl16-pretrain-lvd1689m", "model": { "parameters": "0.30313B", "total_parameters_billions": 0.3031296, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image Feature Extraction", "tags": [ "transformers", "safetensors", "dinov3_vit", "image-feature-extraction", "dino", "dinov3", "arxiv:2508.10104", "en", "base_model:facebook/dinov3-vit7b16-pretrain-lvd1689m", "base_model:finetune:facebook/dinov3-vit7b16-pretrain-lvd1689m", "license:other", "endpoints_compatible", "region:us" ] }, "license": { "id": "other", "name": "dinov3-license", "url": "https://ai.meta.com/resources/models-and-libraries/dinov3-license", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed subject to Llama community-license conditions", "basis": "https://ai.meta.com/resources/models-and-libraries/dinov3-license" }, "repository_license_files": [ "LICENSE.md" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://ai.meta.com/resources/models-and-libraries/dinov3-license" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.61, "fp8_int8": 0.3, "int4": 0.15 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/facebook/dinov3-vitl16-pretrain-lvd1689m", "lineage": { "family": "dinov3-vitl16-pretrain-lvd1689m", "variant": "dinov3-vitl16-pretrain-lvd1689m", "base_model": { "status": "declared", "models": [ "facebook/dinov3-vit7b16-pretrain-lvd1689m" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-feature-extraction", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-08-19T09:00:52.000Z", "created_at": "2025-08-06T06:19:51.000Z", "downloads": 654941, "likes": 1001, "sha": "ea8dc2863c51be0a264bab82070e3e8836b02d51", "library_name": "transformers", "pipeline_tag": "image-feature-extraction", "tags": [ "transformers", "safetensors", "dinov3_vit", "image-feature-extraction", "dino", "dinov3", "arxiv:2508.10104", "en", "base_model:facebook/dinov3-vit7b16-pretrain-lvd1689m", "base_model:finetune:facebook/dinov3-vit7b16-pretrain-lvd1689m", "license:other", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/facebook-dinov3-vitl16-pretrain-lvd1689m/", "history_url": "https://openmodelweights.com/models/facebook-dinov3-vitl16-pretrain-lvd1689m/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/facebook-dinov3-vitl16-pretrain-lvd1689m.json" }, { "id": "openbmb-voxcpm2", "name": "VoxCPM2", "developer": "openbmb", "family": "VoxCPM2", "variant": "VoxCPM2", "model": { "parameters": "2.29B", "total_parameters_billions": 2.290004544, "context": { "value": 32768, "display": "32,768 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "lm_config.max_position_embeddings" } ] }, "modality": "Text → audio", "tags": [ "voxcpm", "safetensors", "text-to-speech", "tts", "multilingual", "voice-cloning", "voice-design", "diffusion", "audio", "zh", "en", "ar", "my", "da", "nl", "fi", "fr", "de", "el", "he" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 4.58, "fp8_int8": 2.29, "int4": 1.15 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/openbmb/VoxCPM2", "lineage": { "family": "VoxCPM2", "variant": "VoxCPM2", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "voxcpm", "pipeline_tag": "text-to-speech", "declared": [ "voxcpm" ], "mentioned_in_model_card": [ "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-18T07:37:17.000Z", "created_at": "2026-04-03T05:25:50.000Z", "downloads": 459821, "likes": 1652, "sha": "32279effe8c19989596f05d353d1447f51d9e915", "library_name": "voxcpm", "pipeline_tag": "text-to-speech", "tags": [ "voxcpm", "safetensors", "text-to-speech", "tts", "multilingual", "voice-cloning", "voice-design", "diffusion", "audio", "zh", "en", "ar", "my", "da", "nl", "fi", "fr", "de", "el", "he", "hi", "id", "it", "ja", "km", "ko", "lo", "ms", "no", "pl", "pt", "ru", "es", "sw", "sv", "tl", "th", "tr", "vi", "arxiv:2509.24650", "license:apache-2.0", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/openbmb-voxcpm2/", "history_url": "https://openmodelweights.com/models/openbmb-voxcpm2/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/openbmb-voxcpm2.json" }, { "id": "qwen-qwen2-5-vl-32b-instruct", "name": "Qwen2.5-VL-32B-Instruct", "developer": "Qwen", "family": "Qwen2.5-VL", "variant": "Qwen2.5-VL-32B-Instruct", "model": { "parameters": "33.4527B", "total_parameters_billions": 33.452718336, "context": { "value": 128000, "display": "128,000 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "qwen2_5_vl", "image-text-to-text", "multimodal", "conversational", "en", "arxiv:2309.00071", "arxiv:2502.13923", "license:apache-2.0", "eval-results", "text-generation-inference", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 66.91, "fp8_int8": 33.45, "int4": 16.73 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen2.5-VL-32B-Instruct", "lineage": { "family": "Qwen2.5-VL", "variant": "Qwen2.5-VL-32B-Instruct", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-04-14T10:55:03.000Z", "created_at": "2025-03-21T15:23:15.000Z", "downloads": 802717, "likes": 503, "sha": "7cfb30d71a1f4f49a57592323337a4a4727301da", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen2_5_vl", "image-text-to-text", "multimodal", "conversational", "en", "arxiv:2309.00071", "arxiv:2502.13923", "license:apache-2.0", "eval-results", "text-generation-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen2-5-vl-32b-instruct/", "history_url": "https://openmodelweights.com/models/qwen-qwen2-5-vl-32b-instruct/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen2-5-vl-32b-instruct.json" }, { "id": "nvidia-nvidia-nemotron-3-super-120b-a12b-nvfp4", "name": "NVIDIA-Nemotron-3-Super-120B-A12B-NVFP4", "developer": "NVIDIA", "family": "NVIDIA-Nemotron-3-Super", "variant": "NVIDIA-Nemotron-3-Super-120B-A12B-NVFP4", "model": { "parameters": "67.2286B", "total_parameters_billions": 67.228556288, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "nemotron_h", "text-generation", "nvidia", "pytorch", "nemotron-3", "latent-moe", "mtp", "conversational", "custom_code", "en", "fr", "es", "it", "de", "ja", "zh", "dataset:nvidia/nemotron-post-training-v3", "dataset:nvidia/nemotron-pre-training-datasets" ] }, "license": { "id": "other", "name": "nvidia-nemotron-open-model-license", "url": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-nemotron-open-model-license/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercially usable subject to NVIDIA license conditions", "basis": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-nemotron-open-model-license/" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-nemotron-open-model-license/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 134.46, "fp8_int8": 67.23, "int4": 33.61 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/nvidia/NVIDIA-Nemotron-3-Super-120B-A12B-NVFP4", "lineage": { "family": "NVIDIA-Nemotron-3-Super", "variant": "NVIDIA-Nemotron-3-Super-120B-A12B-NVFP4", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "NeMo", "SGLang", "TensorRT-LLM", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-24T23:47:52.000Z", "created_at": "2026-03-10T18:33:04.000Z", "downloads": 677587, "likes": 443, "sha": "ff433f5493e25d631c9f12b5d55c674229923d02", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "nemotron_h", "text-generation", "nvidia", "pytorch", "nemotron-3", "latent-moe", "mtp", "conversational", "custom_code", "en", "fr", "es", "it", "de", "ja", "zh", "dataset:nvidia/nemotron-post-training-v3", "dataset:nvidia/nemotron-pre-training-datasets", "arxiv:2512.20848", "arxiv:2512.20856", "license:other", "endpoints_compatible", "8-bit", "modelopt", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/nvidia-nvidia-nemotron-3-super-120b-a12b-nvfp4/", "history_url": "https://openmodelweights.com/models/nvidia-nvidia-nemotron-3-super-120b-a12b-nvfp4/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/nvidia-nvidia-nemotron-3-super-120b-a12b-nvfp4.json" }, { "id": "matlowai-minimax-h3-fused-turbo-int8-convrot", "name": "minimax-h3-fused-turbo-int8-convrot", "developer": "MATLOWAI", "family": "minimax-h3-fused-turbo-int8-convrot", "variant": "minimax-h3-fused-turbo-int8-convrot", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image Text To Video", "tags": [ "diffusion-single-file", "minimax-h3", "comfyui", "int8", "convrot", "turbo", "merge", "synchronized-audio-video", "image-text-to-video", "base_model:Comfy-Org/MiniMax-H3", "base_model:merge:Comfy-Org/MiniMax-H3", "base_model:MiniMaxAI/MiniMax-H3", "base_model:merge:MiniMaxAI/MiniMax-H3", "base_model:diffusers-modular/MiniMax-H3-Pruned-Ref-Delta-Fused-r1024", "base_model:merge:diffusers-modular/MiniMax-H3-Pruned-Ref-Delta-Fused-r1024", "base_model:xmarre/MiniMax-H3-Pruned-Ref-Delta-Fused-r1024-ComfyUI", "base_model:merge:xmarre/MiniMax-H3-Pruned-Ref-Delta-Fused-r1024-ComfyUI", "license:other", "region:us" ] }, "license": { "id": "other", "name": "minimax-h3-community-license-agreement", "url": "https://huggingface.co/MATLOWAI/minimax-h3-fused-turbo-int8-convrot/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": "https://huggingface.co/MATLOWAI/minimax-h3-fused-turbo-int8-convrot/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/MATLOWAI/minimax-h3-fused-turbo-int8-convrot/blob/main/LICENSE" } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/MATLOWAI/minimax-h3-fused-turbo-int8-convrot", "lineage": { "family": "minimax-h3-fused-turbo-int8-convrot", "variant": "minimax-h3-fused-turbo-int8-convrot", "base_model": { "status": "declared", "models": [ "xmarre/MiniMax-H3-Pruned-Ref-Delta-Fused-r1024-ComfyUI", "diffusers-modular/MiniMax-H3-Pruned-Ref-Delta-Fused-r1024", "Comfy-Org/MiniMax-H3", "MiniMaxAI/MiniMax-H3" ], "relation": "merge", "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "diffusion-single-file", "pipeline_tag": "image-text-to-video", "declared": [ "diffusion-single-file" ], "mentioned_in_model_card": [ "Diffusers", "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-30T01:25:46.000Z", "created_at": "2026-08-29T22:04:12.000Z", "downloads": 809434, "likes": 236, "sha": "8a8dffaa0cd99c6184833ae0a3b4e9b0089c17b3", "library_name": "diffusion-single-file", "pipeline_tag": "image-text-to-video", "tags": [ "diffusion-single-file", "minimax-h3", "comfyui", "int8", "convrot", "turbo", "merge", "synchronized-audio-video", "image-text-to-video", "base_model:Comfy-Org/MiniMax-H3", "base_model:merge:Comfy-Org/MiniMax-H3", "base_model:MiniMaxAI/MiniMax-H3", "base_model:merge:MiniMaxAI/MiniMax-H3", "base_model:diffusers-modular/MiniMax-H3-Pruned-Ref-Delta-Fused-r1024", "base_model:merge:diffusers-modular/MiniMax-H3-Pruned-Ref-Delta-Fused-r1024", "base_model:xmarre/MiniMax-H3-Pruned-Ref-Delta-Fused-r1024-ComfyUI", "base_model:merge:xmarre/MiniMax-H3-Pruned-Ref-Delta-Fused-r1024-ComfyUI", "license:other", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/matlowai-minimax-h3-fused-turbo-int8-convrot/", "history_url": "https://openmodelweights.com/models/matlowai-minimax-h3-fused-turbo-int8-convrot/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/matlowai-minimax-h3-fused-turbo-int8-convrot.json" }, { "id": "baai-bge-large-zh-v1-5", "name": "bge-large-zh-v1.5", "developer": "BAAI", "family": "bge-large-zh-v1.5", "variant": "bge-large-zh-v1.5", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Embeddings / features", "tags": [ "sentence-transformers", "pytorch", "bert", "feature-extraction", "sentence-similarity", "transformers", "zh", "arxiv:2401.03462", "arxiv:2312.15503", "arxiv:2311.13534", "arxiv:2310.07554", "arxiv:2309.07597", "license:mit", "text-embeddings-inference", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/BAAI/bge-large-zh-v1.5", "lineage": { "family": "bge-large-zh-v1.5", "variant": "bge-large-zh-v1.5", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "feature-extraction", "declared": [ "Transformers", "sentence-transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-04-02T14:00:04.000Z", "created_at": "2023-09-12T05:22:11.000Z", "downloads": 734020, "likes": 649, "sha": "79e7739b6ab944e86d6171e44d24c997fc1e0116", "library_name": "sentence-transformers", "pipeline_tag": "feature-extraction", "tags": [ "sentence-transformers", "pytorch", "bert", "feature-extraction", "sentence-similarity", "transformers", "zh", "arxiv:2401.03462", "arxiv:2312.15503", "arxiv:2311.13534", "arxiv:2310.07554", "arxiv:2309.07597", "license:mit", "text-embeddings-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/baai-bge-large-zh-v1-5/", "history_url": "https://openmodelweights.com/models/baai-bge-large-zh-v1-5/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/baai-bge-large-zh-v1-5.json" }, { "id": "laion-clap-htsat-unfused", "name": "clap-htsat-unfused", "developer": "laion", "family": "clap-htsat-unfused", "variant": "clap-htsat-unfused", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 514, "display": "514 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Embeddings / features", "tags": [ "transformers", "pytorch", "clap", "feature-extraction", "arxiv:2211.06687", "license:apache-2.0", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/laion/clap-htsat-unfused", "lineage": { "family": "clap-htsat-unfused", "variant": "clap-htsat-unfused", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "feature-extraction", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-04-24T14:39:57.000Z", "created_at": "2023-02-16T20:47:08.000Z", "downloads": 1370643, "likes": 80, "sha": "8fa0f1c6d0433df6e97c127f64b2a1d6c0dcda8a", "library_name": "transformers", "pipeline_tag": "feature-extraction", "tags": [ "transformers", "pytorch", "clap", "feature-extraction", "arxiv:2211.06687", "license:apache-2.0", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/laion-clap-htsat-unfused/", "history_url": "https://openmodelweights.com/models/laion-clap-htsat-unfused/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/laion-clap-htsat-unfused.json" }, { "id": "snowflake-snowflake-arctic-embed-l-v2-0", "name": "snowflake-arctic-embed-l-v2.0", "developer": "Snowflake", "family": "snowflake-arctic-embed-l-v2.0", "variant": "snowflake-arctic-embed-l-v2.0", "model": { "parameters": "0.567755B", "total_parameters_billions": 0.567754752, "context": { "value": 8194, "display": "8,194 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text embeddings", "tags": [ "sentence-transformers", "onnx", "safetensors", "xlm-roberta", "feature-extraction", "sentence-similarity", "mteb", "arctic", "snowflake-arctic-embed", "transformers.js", "af", "ar", "az", "be", "bg", "bn", "ca", "ceb", "cs", "cy" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1.14, "fp8_int8": 0.57, "int4": 0.28 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "ONNX" ], "repository": "https://huggingface.co/Snowflake/snowflake-arctic-embed-l-v2.0", "lineage": { "family": "snowflake-arctic-embed-l-v2.0", "variant": "snowflake-arctic-embed-l-v2.0", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "sentence-similarity", "declared": [ "ONNX Runtime", "sentence-transformers" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-07-28T14:00:58.000Z", "created_at": "2024-11-08T16:55:31.000Z", "downloads": 971651, "likes": 253, "sha": "ac6544c8a46e00af67e330e85a9028c66b8cfd9a", "library_name": "sentence-transformers", "pipeline_tag": "sentence-similarity", "tags": [ "sentence-transformers", "onnx", "safetensors", "xlm-roberta", "feature-extraction", "sentence-similarity", "mteb", "arctic", "snowflake-arctic-embed", "transformers.js", "af", "ar", "az", "be", "bg", "bn", "ca", "ceb", "cs", "cy", "da", "de", "el", "en", "es", "et", "eu", "fa", "fi", "fr", "gl", "gu", "he", "hi", "hr", "ht", "hu", "hy", "id", "is", "it", "ja", "jv", "ka", "kk", "km", "kn", "ko", "ky", "lo", "lt", "lv", "mk", "ml", "mn", "mr", "ms", "my", "ne", "nl", "pa", "pl", "pt", "qu", "ro", "ru", "si", "sk", "sl", "so", "sq", "sr", "sv", "sw", "ta", "te", "th", "tl", "tr", "uk", "ur", "vi", "yo", "zh", "arxiv:2412.04506", "license:apache-2.0", "model-index", "eval-results", "text-embeddings-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/snowflake-snowflake-arctic-embed-l-v2-0/", "history_url": "https://openmodelweights.com/models/snowflake-snowflake-arctic-embed-l-v2-0/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/snowflake-snowflake-arctic-embed-l-v2-0.json" }, { "id": "google-gemma-4-31b", "name": "gemma-4-31B", "developer": "Google", "family": "gemma-4", "variant": "gemma-4-31B", "model": { "parameters": "32.6824B", "total_parameters_billions": 32.682372656, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "gemma4", "image-text-to-text", "arxiv:2607.02770", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://ai.google.dev/gemma/docs/gemma_4_license", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://ai.google.dev/gemma/docs/gemma_4_license" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://ai.google.dev/gemma/docs/gemma_4_license" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 65.36, "fp8_int8": 32.68, "int4": 16.34 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/google/gemma-4-31B", "lineage": { "family": "gemma-4", "variant": "gemma-4-31B", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "llama.cpp" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-07-15T16:42:14.000Z", "created_at": "2026-03-12T00:38:28.000Z", "downloads": 643062, "likes": 547, "sha": "5bbc2fb1c1b2c611d06e3d9f23c170ba21659d89", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "gemma4", "image-text-to-text", "arxiv:2607.02770", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/google-gemma-4-31b/", "history_url": "https://openmodelweights.com/models/google-gemma-4-31b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/google-gemma-4-31b.json" }, { "id": "jonatasgrosman-wav2vec2-large-xlsr-53-arabic", "name": "wav2vec2-large-xlsr-53-arabic", "developer": "jonatasgrosman", "family": "wav2vec2-large-xlsr-53-arabic", "variant": "wav2vec2-large-xlsr-53-arabic", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Audio → text", "tags": [ "transformers", "pytorch", "jax", "wav2vec2", "automatic-speech-recognition", "audio", "speech", "xlsr-fine-tuning-week", "ar", "dataset:common_voice", "dataset:arabic_speech_corpus", "doi:10.57967/hf/3573", "license:apache-2.0", "model-index", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/jonatasgrosman/wav2vec2-large-xlsr-53-arabic", "lineage": { "family": "wav2vec2-large-xlsr-53-arabic", "variant": "wav2vec2-large-xlsr-53-arabic", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "automatic-speech-recognition", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2022-12-14T01:57:28.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 1506313, "likes": 55, "sha": "af46c2d8531b8dcbb5e23b952f739b372c2e5d2d", "library_name": "transformers", "pipeline_tag": "automatic-speech-recognition", "tags": [ "transformers", "pytorch", "jax", "wav2vec2", "automatic-speech-recognition", "audio", "speech", "xlsr-fine-tuning-week", "ar", "dataset:common_voice", "dataset:arabic_speech_corpus", "doi:10.57967/hf/3573", "license:apache-2.0", "model-index", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/jonatasgrosman-wav2vec2-large-xlsr-53-arabic/", "history_url": "https://openmodelweights.com/models/jonatasgrosman-wav2vec2-large-xlsr-53-arabic/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/jonatasgrosman-wav2vec2-large-xlsr-53-arabic.json" }, { "id": "comfy-org-vae-text-encorder-for-flux-klein-9b", "name": "vae-text-encorder-for-flux-klein-9b", "developer": "Comfy-Org", "family": "vae-text-encorder-for-flux-klein", "variant": "vae-text-encorder-for-flux-klein-9b", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "diffusion-single-file", "comfyui", "base_model:black-forest-labs/FLUX.2-klein-9B", "base_model:finetune:black-forest-labs/FLUX.2-klein-9B", "license:other", "region:us" ] }, "license": { "id": "other", "name": "flux-non-commercial-license", "url": "https://huggingface.co/black-forest-labs/FLUX.2-klein-9B/blob/main/LICENSE.md", "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": "https://huggingface.co/black-forest-labs/FLUX.2-klein-9B/blob/main/LICENSE.md" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/black-forest-labs/FLUX.2-klein-9B/blob/main/LICENSE.md" } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Comfy-Org/vae-text-encorder-for-flux-klein-9b", "lineage": { "family": "vae-text-encorder-for-flux-klein", "variant": "vae-text-encorder-for-flux-klein-9b", "base_model": { "status": "declared", "models": [ "black-forest-labs/FLUX.2-klein-9B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "diffusion-single-file", "pipeline_tag": null, "declared": [ "diffusion-single-file" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-17T06:14:59.000Z", "created_at": "2026-01-15T15:50:37.000Z", "downloads": 823290, "likes": 213, "sha": "3f62d9d8ae1fec33c6e91453d5c712855b096b55", "library_name": "diffusion-single-file", "pipeline_tag": null, "tags": [ "diffusion-single-file", "comfyui", "base_model:black-forest-labs/FLUX.2-klein-9B", "base_model:finetune:black-forest-labs/FLUX.2-klein-9B", "license:other", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/comfy-org-vae-text-encorder-for-flux-klein-9b/", "history_url": "https://openmodelweights.com/models/comfy-org-vae-text-encorder-for-flux-klein-9b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/comfy-org-vae-text-encorder-for-flux-klein-9b.json" }, { "id": "autogluon-chronos-bolt-base", "name": "chronos-bolt-base", "developer": "autogluon", "family": "chronos-bolt", "variant": "chronos-bolt-base", "model": { "parameters": "0.205293B", "total_parameters_billions": 0.205292928, "context": { "value": 2048, "display": "2,048 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "chronos_config.context_length" } ] }, "modality": "Time Series Forecasting", "tags": [ "safetensors", "t5", "time series", "forecasting", "pretrained models", "foundation models", "time series foundation models", "time-series", "time-series-forecasting", "arxiv:1910.10683", "arxiv:2403.07815", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.41, "fp8_int8": 0.21, "int4": 0.1 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/autogluon/chronos-bolt-base", "lineage": { "family": "chronos-bolt", "variant": "chronos-bolt-base", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": null, "pipeline_tag": "time-series-forecasting", "declared": [], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-10-30T09:20:44.000Z", "created_at": "2024-11-13T13:07:57.000Z", "downloads": 1697075, "likes": 34, "sha": "e59be9fd0d4eb34679a85b4e011daf37041e811b", "library_name": null, "pipeline_tag": "time-series-forecasting", "tags": [ "safetensors", "t5", "time series", "forecasting", "pretrained models", "foundation models", "time series foundation models", "time-series", "time-series-forecasting", "arxiv:1910.10683", "arxiv:2403.07815", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/autogluon-chronos-bolt-base/", "history_url": "https://openmodelweights.com/models/autogluon-chronos-bolt-base/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/autogluon-chronos-bolt-base.json" }, { "id": "mistralai-mistral-7b-v0-1", "name": "Mistral-7B-v0.1", "developer": "Mistral AI", "family": "Mistral", "variant": "Mistral-7B-v0.1", "model": { "parameters": "7.24173B", "total_parameters_billions": 7.241732096, "context": { "value": 32768, "display": "32,768 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "pytorch", "safetensors", "mistral", "text-generation", "pretrained", "mistral-common", "en", "arxiv:2310.06825", "license:apache-2.0", "eval-results", "text-generation-inference", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 14.48, "fp8_int8": 7.24, "int4": 3.62 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/mistralai/Mistral-7B-v0.1", "lineage": { "family": "Mistral", "variant": "Mistral-7B-v0.1", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers", "mistral-common" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-07-24T16:44:02.000Z", "created_at": "2023-09-20T13:03:50.000Z", "downloads": 410879, "likes": 4186, "sha": "27d67f1b5f57dc0953326b2601d68371d40ea8da", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "pytorch", "safetensors", "mistral", "text-generation", "pretrained", "mistral-common", "en", "arxiv:2310.06825", "license:apache-2.0", "eval-results", "text-generation-inference", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/mistralai-mistral-7b-v0-1/", "history_url": "https://openmodelweights.com/models/mistralai-mistral-7b-v0-1/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/mistralai-mistral-7b-v0-1.json" }, { "id": "moonshotai-kimi-k2-6", "name": "Kimi-K2.6", "developer": "Moonshot AI", "family": "Kimi-K2.6", "variant": "Kimi-K2.6", "model": { "parameters": "1026.88B", "total_parameters_billions": 1026.879376368, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "kimi_k25", "feature-extraction", "compressed-tensors", "image-text-to-text", "conversational", "custom_code", "arxiv:2602.02276", "license:other", "eval-results", "region:us" ] }, "license": { "id": "other", "name": "Mistral Modified MIT License", "url": "https://huggingface.co/moonshotai/Kimi-K2.6/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed-with-revenue-condition", "label": "Commercial use allowed, but the license restricts companies above its revenue threshold without a separate license", "basis": "https://huggingface.co/moonshotai/Kimi-K2.6/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/moonshotai/Kimi-K2.6/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 2053.76, "fp8_int8": 1026.88, "int4": 513.44 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/moonshotai/Kimi-K2.6", "lineage": { "family": "Kimi-K2.6", "variant": "Kimi-K2.6", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-05-19T09:01:54.000Z", "created_at": "2026-04-14T04:23:36.000Z", "downloads": 472523, "likes": 1612, "sha": "7eb5002f6aadc958aed6a9177b7ed26bb94011bb", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "kimi_k25", "feature-extraction", "compressed-tensors", "image-text-to-text", "conversational", "custom_code", "arxiv:2602.02276", "license:other", "eval-results", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/moonshotai-kimi-k2-6/", "history_url": "https://openmodelweights.com/models/moonshotai-kimi-k2-6/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/moonshotai-kimi-k2-6.json" }, { "id": "qwen-qwen3-omni-30b-a3b-instruct", "name": "Qwen3-Omni-30B-A3B-Instruct", "developer": "Qwen", "family": "Qwen3-Omni", "variant": "Qwen3-Omni-30B-A3B-Instruct", "model": { "parameters": "35.2598B", "total_parameters_billions": 35.259818545, "context": { "value": 65536, "display": "65,536 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "talker_config.text_config.max_position_embeddings" } ] }, "modality": "Any To Any", "tags": [ "transformers", "safetensors", "qwen3_omni_moe", "text-to-audio", "multimodal", "any-to-any", "en", "license:other", "endpoints_compatible", "region:us" ] }, "license": { "id": "other", "name": "apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 70.52, "fp8_int8": 35.26, "int4": 17.63 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3-Omni-30B-A3B-Instruct", "lineage": { "family": "Qwen3-Omni", "variant": "Qwen3-Omni-30B-A3B-Instruct", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "any-to-any", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-09-22T14:17:52.000Z", "created_at": "2025-09-20T03:16:00.000Z", "downloads": 627263, "likes": 1012, "sha": "26291f793822fb6be9555850f06dfe95f2d7e695", "library_name": "transformers", "pipeline_tag": "any-to-any", "tags": [ "transformers", "safetensors", "qwen3_omni_moe", "text-to-audio", "multimodal", "any-to-any", "en", "license:other", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "unknown", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen3-omni-30b-a3b-instruct/", "history_url": "https://openmodelweights.com/models/qwen-qwen3-omni-30b-a3b-instruct/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen3-omni-30b-a3b-instruct.json" }, { "id": "mistralai-mistral-small-3-1-24b-instruct-2503", "name": "Mistral-Small-3.1-24B-Instruct-2503", "developer": "Mistral AI", "family": "Mistral-Small-3.1", "variant": "Mistral-Small-3.1-24B-Instruct-2503", "model": { "parameters": "24.0114B", "total_parameters_billions": 24.01136128, "context": { "value": 131072, "display": "131,072 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Not declared", "tags": [ "vllm", "safetensors", "mistral3", "mistral-common", "en", "fr", "de", "es", "pt", "it", "ja", "ko", "ru", "zh", "ar", "fa", "id", "ms", "ne", "pl" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 48.02, "fp8_int8": 24.01, "int4": 12.01 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/mistralai/Mistral-Small-3.1-24B-Instruct-2503", "lineage": { "family": "Mistral-Small-3.1", "variant": "Mistral-Small-3.1-24B-Instruct-2503", "base_model": { "status": "declared", "models": [ "mistralai/Mistral-Small-3.1-24B-Base-2503" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "vLLM", "pipeline_tag": null, "declared": [ "mistral-common", "vLLM" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-12-22T10:15:41.000Z", "created_at": "2025-03-11T17:04:58.000Z", "downloads": 541053, "likes": 1383, "sha": "68faf511d618ef198fef186659617cfd2eb8e33a", "library_name": "vllm", "pipeline_tag": null, "tags": [ "vllm", "safetensors", "mistral3", "mistral-common", "en", "fr", "de", "es", "pt", "it", "ja", "ko", "ru", "zh", "ar", "fa", "id", "ms", "ne", "pl", "ro", "sr", "sv", "tr", "uk", "vi", "hi", "bn", "base_model:mistralai/Mistral-Small-3.1-24B-Base-2503", "base_model:finetune:mistralai/Mistral-Small-3.1-24B-Base-2503", "license:apache-2.0", "eval-results", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/mistralai-mistral-small-3-1-24b-instruct-2503/", "history_url": "https://openmodelweights.com/models/mistralai-mistral-small-3-1-24b-instruct-2503/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/mistralai-mistral-small-3-1-24b-instruct-2503.json" }, { "id": "jonatasgrosman-wav2vec2-large-xlsr-53-polish", "name": "wav2vec2-large-xlsr-53-polish", "developer": "jonatasgrosman", "family": "wav2vec2-large-xlsr-53-polish", "variant": "wav2vec2-large-xlsr-53-polish", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Audio → text", "tags": [ "transformers", "pytorch", "jax", "wav2vec2", "automatic-speech-recognition", "audio", "hf-asr-leaderboard", "mozilla-foundation/common_voice_6_0", "pl", "robust-speech-event", "speech", "xlsr-fine-tuning-week", "dataset:common_voice", "dataset:mozilla-foundation/common_voice_6_0", "doi:10.57967/hf/3574", "license:apache-2.0", "model-index", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/jonatasgrosman/wav2vec2-large-xlsr-53-polish", "lineage": { "family": "wav2vec2-large-xlsr-53-polish", "variant": "wav2vec2-large-xlsr-53-polish", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "automatic-speech-recognition", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2022-12-14T01:57:56.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 2211615, "likes": 14, "sha": "6b1cea36bd8bc5f65ec8081667cd9c0207d51970", "library_name": "transformers", "pipeline_tag": "automatic-speech-recognition", "tags": [ "transformers", "pytorch", "jax", "wav2vec2", "automatic-speech-recognition", "audio", "hf-asr-leaderboard", "mozilla-foundation/common_voice_6_0", "pl", "robust-speech-event", "speech", "xlsr-fine-tuning-week", "dataset:common_voice", "dataset:mozilla-foundation/common_voice_6_0", "doi:10.57967/hf/3574", "license:apache-2.0", "model-index", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/jonatasgrosman-wav2vec2-large-xlsr-53-polish/", "history_url": "https://openmodelweights.com/models/jonatasgrosman-wav2vec2-large-xlsr-53-polish/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/jonatasgrosman-wav2vec2-large-xlsr-53-polish.json" }, { "id": "thenlper-gte-small", "name": "gte-small", "developer": "thenlper", "family": "gte-small", "variant": "gte-small", "model": { "parameters": "0.0333605B", "total_parameters_billions": 0.033360512, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text embeddings", "tags": [ "sentence-transformers", "pytorch", "tf", "coreml", "onnx", "safetensors", "openvino", "bert", "mteb", "sentence-similarity", "Sentence Transformers", "en", "arxiv:2308.03281", "license:mit", "model-index", "text-embeddings-inference", "endpoints_compatible", "region:us", "deploy:sagemaker", "deploy:azure" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.07, "fp8_int8": 0.03, "int4": 0.02 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX", "CoreML" ], "repository": "https://huggingface.co/thenlper/gte-small", "lineage": { "family": "gte-small", "variant": "gte-small", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "sentence-similarity", "declared": [ "ONNX Runtime", "sentence-transformers" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-11-16T08:17:33.000Z", "created_at": "2023-07-27T10:14:55.000Z", "downloads": 1027106, "likes": 192, "sha": "17e1f347d17fe144873b1201da91788898c639cd", "library_name": "sentence-transformers", "pipeline_tag": "sentence-similarity", "tags": [ "sentence-transformers", "pytorch", "tf", "coreml", "onnx", "safetensors", "openvino", "bert", "mteb", "sentence-similarity", "Sentence Transformers", "en", "arxiv:2308.03281", "license:mit", "model-index", "text-embeddings-inference", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/thenlper-gte-small/", "history_url": "https://openmodelweights.com/models/thenlper-gte-small/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/thenlper-gte-small.json" }, { "id": "systran-faster-whisper-base", "name": "faster-whisper-base", "developer": "Systran", "family": "faster-whisper", "variant": "faster-whisper-base", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Audio → text", "tags": [ "ctranslate2", "audio", "automatic-speech-recognition", "en", "zh", "de", "es", "ru", "ko", "fr", "ja", "pt", "tr", "pl", "ca", "nl", "ar", "sv", "it", "id" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/Systran/faster-whisper-base", "lineage": { "family": "faster-whisper", "variant": "faster-whisper-base", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "ctranslate2", "pipeline_tag": "automatic-speech-recognition", "declared": [ "ctranslate2" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-11-23T11:02:28.000Z", "created_at": "2023-11-23T09:52:40.000Z", "downloads": 1653804, "likes": 38, "sha": "ebe41f70d5b6dfa9166e2c581c45c9c0cfc57b66", "library_name": "ctranslate2", "pipeline_tag": "automatic-speech-recognition", "tags": [ "ctranslate2", "audio", "automatic-speech-recognition", "en", "zh", "de", "es", "ru", "ko", "fr", "ja", "pt", "tr", "pl", "ca", "nl", "ar", "sv", "it", "id", "hi", "fi", "vi", "he", "uk", "el", "ms", "cs", "ro", "da", "hu", "ta", "no", "th", "ur", "hr", "bg", "lt", "la", "mi", "ml", "cy", "sk", "te", "fa", "lv", "bn", "sr", "az", "sl", "kn", "et", "mk", "br", "eu", "is", "hy", "ne", "mn", "bs", "kk", "sq", "sw", "gl", "mr", "pa", "si", "km", "sn", "yo", "so", "af", "oc", "ka", "be", "tg", "sd", "gu", "am", "yi", "lo", "uz", "fo", "ht", "ps", "tk", "nn", "mt", "sa", "lb", "my", "bo", "tl", "mg", "as", "tt", "haw", "ln", "ha", "ba", "jw", "su", "license:mit", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/systran-faster-whisper-base/", "history_url": "https://openmodelweights.com/models/systran-faster-whisper-base/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/systran-faster-whisper-base.json" }, { "id": "xenova-bge-base-en-v1-5", "name": "bge-base-en-v1.5", "developer": "Xenova", "family": "bge-base-en-v1.5", "variant": "bge-base-en-v1.5", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Embeddings / features", "tags": [ "transformers.js", "onnx", "bert", "feature-extraction", "base_model:BAAI/bge-base-en-v1.5", "base_model:quantized:BAAI/bge-base-en-v1.5", "license:mit", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "ONNX" ], "repository": "https://huggingface.co/Xenova/bge-base-en-v1.5", "lineage": { "family": "bge-base-en-v1.5", "variant": "bge-base-en-v1.5", "base_model": { "status": "declared", "models": [ "BAAI/bge-base-en-v1.5" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "transformers.js", "pipeline_tag": "feature-extraction", "declared": [ "ONNX Runtime", "transformers.js" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-07-29T21:44:26.000Z", "created_at": "2023-09-13T15:48:03.000Z", "downloads": 2416681, "likes": 10, "sha": "4d6cd88e18e51a5e020c2c305726d76ada9c03cf", "library_name": "transformers.js", "pipeline_tag": "feature-extraction", "tags": [ "transformers.js", "onnx", "bert", "feature-extraction", "base_model:BAAI/bge-base-en-v1.5", "base_model:quantized:BAAI/bge-base-en-v1.5", "license:mit", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/xenova-bge-base-en-v1-5/", "history_url": "https://openmodelweights.com/models/xenova-bge-base-en-v1-5/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/xenova-bge-base-en-v1-5.json" }, { "id": "huggingfacetb-smollm3-3b", "name": "SmolLM3-3B", "developer": "HuggingFaceTB", "family": "SmolLM3", "variant": "SmolLM3-3B", "model": { "parameters": "3.0751B", "total_parameters_billions": 3.075098624, "context": { "value": 65536, "display": "65,536 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "smollm3", "text-generation", "conversational", "en", "fr", "es", "it", "pt", "zh", "ar", "ru", "base_model:HuggingFaceTB/SmolLM3-3B-Base", "base_model:finetune:HuggingFaceTB/SmolLM3-3B-Base", "license:apache-2.0", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 6.15, "fp8_int8": 3.08, "int4": 1.54 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/HuggingFaceTB/SmolLM3-3B", "lineage": { "family": "SmolLM3", "variant": "SmolLM3-3B", "base_model": { "status": "declared", "models": [ "HuggingFaceTB/SmolLM3-3B-Base" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "MLX", "ONNX Runtime", "SGLang", "llama.cpp", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-09-10T12:28:11.000Z", "created_at": "2025-07-08T10:11:45.000Z", "downloads": 616933, "likes": 1040, "sha": "a07cc9a04f16550a088caea529712d1d335b0ac1", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "smollm3", "text-generation", "conversational", "en", "fr", "es", "it", "pt", "zh", "ar", "ru", "base_model:HuggingFaceTB/SmolLM3-3B-Base", "base_model:finetune:HuggingFaceTB/SmolLM3-3B-Base", "license:apache-2.0", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/huggingfacetb-smollm3-3b/", "history_url": "https://openmodelweights.com/models/huggingfacetb-smollm3-3b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/huggingfacetb-smollm3-3b.json" }, { "id": "moritzlaurer-mdeberta-v3-base-xnli-multilingual-nli-2mil7", "name": "mDeBERTa-v3-base-xnli-multilingual-nli-2mil7", "developer": "MoritzLaurer", "family": "mDeBERTa-v3-base-xnli-multilingual-nli-2mil7", "variant": "mDeBERTa-v3-base-xnli-multilingual-nli-2mil7", "model": { "parameters": "0.278812B", "total_parameters_billions": 0.278812163, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Zero Shot Classification", "tags": [ "transformers", "pytorch", "onnx", "safetensors", "deberta-v2", "text-classification", "zero-shot-classification", "nli", "multilingual", "zh", "ja", "ar", "ko", "de", "fr", "es", "pt", "hi", "id", "it" ] }, "license": { "id": "mit", "name": "MIT", "url": "https://huggingface.co/MoritzLaurer/mDeBERTa-v3-base-xnli-multilingual-nli-2mil7/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": "https://huggingface.co/MoritzLaurer/mDeBERTa-v3-base-xnli-multilingual-nli-2mil7/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/MoritzLaurer/mDeBERTa-v3-base-xnli-multilingual-nli-2mil7/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.56, "fp8_int8": 0.28, "int4": 0.14 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/MoritzLaurer/mDeBERTa-v3-base-xnli-multilingual-nli-2mil7", "lineage": { "family": "mDeBERTa-v3-base-xnli-multilingual-nli-2mil7", "variant": "mDeBERTa-v3-base-xnli-multilingual-nli-2mil7", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "zero-shot-classification", "declared": [ "ONNX Runtime", "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-04-11T13:49:19.000Z", "created_at": "2022-08-22T16:59:35.000Z", "downloads": 819529, "likes": 393, "sha": "b5113eb38ab63efdd7f280f8c144ea8b13f978ce", "library_name": "transformers", "pipeline_tag": "zero-shot-classification", "tags": [ "transformers", "pytorch", "onnx", "safetensors", "deberta-v2", "text-classification", "zero-shot-classification", "nli", "multilingual", "zh", "ja", "ar", "ko", "de", "fr", "es", "pt", "hi", "id", "it", "tr", "ru", "bn", "ur", "mr", "ta", "vi", "fa", "pl", "uk", "nl", "sv", "he", "sw", "ps", "dataset:MoritzLaurer/multilingual-NLI-26lang-2mil7", "dataset:xnli", "dataset:multi_nli", "dataset:facebook/anli", "dataset:fever", "dataset:lingnli", "dataset:alisawuffles/WANLI", "arxiv:2111.09543", "arxiv:2104.07179", "arxiv:1809.05053", "arxiv:1911.02116", "license:mit", "model-index", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/moritzlaurer-mdeberta-v3-base-xnli-multilingual-nli-2mil7/", "history_url": "https://openmodelweights.com/models/moritzlaurer-mdeberta-v3-base-xnli-multilingual-nli-2mil7/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/moritzlaurer-mdeberta-v3-base-xnli-multilingual-nli-2mil7.json" }, { "id": "biohub-esmc-6b", "name": "ESMC-6B", "developer": "biohub", "family": "ESMC", "variant": "ESMC-6B", "model": { "parameters": "6.35201B", "total_parameters_billions": 6.352005184, "context": { "value": 2048, "display": "2,048 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "esmc", "fill-mask", "biology", "esm", "protein", "protein-language-model", "protein-embeddings", "masked-language-modeling", "transfer-learning", "variant-effect-prediction", "protein-engineering", "custom_code", "en", "license:mit", "license:other", "endpoints_compatible", "region:us" ] }, "license": { "id": "['mit', 'other']", "name": "['mit', 'other']", "url": "https://github.com/Biohub/esm/blob/main/THIRD_PARTY_NOTICE.md", "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": "https://github.com/Biohub/esm/blob/main/THIRD_PARTY_NOTICE.md" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://github.com/Biohub/esm/blob/main/THIRD_PARTY_NOTICE.md" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 12.7, "fp8_int8": 6.35, "int4": 3.18 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/biohub/ESMC-6B", "lineage": { "family": "ESMC", "variant": "ESMC-6B", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "fill-mask", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-16T18:35:02.000Z", "created_at": "2026-05-19T23:26:54.000Z", "downloads": 1331370, "likes": 36, "sha": "af1602ba7406f521b11bf8f81d52af378cde09e4", "library_name": "transformers", "pipeline_tag": "fill-mask", "tags": [ "transformers", "safetensors", "esmc", "fill-mask", "biology", "esm", "protein", "protein-language-model", "protein-embeddings", "masked-language-modeling", "transfer-learning", "variant-effect-prediction", "protein-engineering", "custom_code", "en", "license:mit", "license:other", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "unknown", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/biohub-esmc-6b/", "history_url": "https://openmodelweights.com/models/biohub-esmc-6b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/biohub-esmc-6b.json" }, { "id": "unsloth-qwen3-6-35b-a3b-nvfp4", "name": "Qwen3.6-35B-A3B-NVFP4", "developer": "unsloth", "family": "Qwen3.6", "variant": "Qwen3.6-35B-A3B-NVFP4", "model": { "parameters": "24.6406B", "total_parameters_billions": 24.640649796, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "qwen3_5_moe", "image-text-to-text", "unsloth", "qwen", "qwen3_5", "conversational", "base_model:Qwen/Qwen3.6-35B-A3B", "base_model:quantized:Qwen/Qwen3.6-35B-A3B", "license:apache-2.0", "endpoints_compatible", "8-bit", "compressed-tensors", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3.6-35B-A3B/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3.6-35B-A3B/blob/main/LICENSE" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3.6-35B-A3B/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 49.28, "fp8_int8": 24.64, "int4": 12.32 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/unsloth/Qwen3.6-35B-A3B-NVFP4", "lineage": { "family": "Qwen3.6", "variant": "Qwen3.6-35B-A3B-NVFP4", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3.6-35B-A3B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-07-12T13:48:49.000Z", "created_at": "2026-04-23T07:12:17.000Z", "downloads": 970620, "likes": 121, "sha": "739af1e7aac320af1682ed1e0cce369af4c5265d", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen3_5_moe", "image-text-to-text", "unsloth", "qwen", "qwen3_5", "conversational", "base_model:Qwen/Qwen3.6-35B-A3B", "base_model:quantized:Qwen/Qwen3.6-35B-A3B", "license:apache-2.0", "endpoints_compatible", "8-bit", "compressed-tensors", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/unsloth-qwen3-6-35b-a3b-nvfp4/", "history_url": "https://openmodelweights.com/models/unsloth-qwen3-6-35b-a3b-nvfp4/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/unsloth-qwen3-6-35b-a3b-nvfp4.json" }, { "id": "rizvandwiki-gender-classification", "name": "gender-classification", "developer": "rizvandwiki", "family": "gender-classification", "variant": "gender-classification", "model": { "parameters": "0.0858002B", "total_parameters_billions": 0.085800194, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image", "tags": [ "transformers", "pytorch", "tensorboard", "safetensors", "vit", "image-classification", "huggingpics", "model-index", "endpoints_compatible", "region:us" ] }, "license": { "id": null, "name": "Not declared in model-card metadata", "url": null, "status": "not-disclosed", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.17, "fp8_int8": 0.09, "int4": 0.04 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/rizvandwiki/gender-classification", "lineage": { "family": "gender-classification", "variant": "gender-classification", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-classification", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-05-18T11:16:33.000Z", "created_at": "2022-12-06T08:53:43.000Z", "downloads": 1398393, "likes": 64, "sha": "380b17658cc037b246aab0b62a20deb7dd607e65", "library_name": "transformers", "pipeline_tag": "image-classification", "tags": [ "transformers", "pytorch", "tensorboard", "safetensors", "vit", "image-classification", "huggingpics", "model-index", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "not-disclosed", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/rizvandwiki-gender-classification/", "history_url": "https://openmodelweights.com/models/rizvandwiki-gender-classification/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/rizvandwiki-gender-classification.json" }, { "id": "nvidia-qwen3-5-122b-a10b-nvfp4", "name": "Qwen3.5-122B-A10B-NVFP4", "developer": "NVIDIA", "family": "Qwen3.5", "variant": "Qwen3.5-122B-A10B-NVFP4", "model": { "parameters": "64.5808B", "total_parameters_billions": 64.58075928, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Text", "tags": [ "Model Optimizer", "safetensors", "qwen3_5_moe", "nvidia", "ModelOpt", "Qwen3.5", "quantized", "NVFP4", "FP4", "nvfp4", "fp4", "text-generation", "conversational", "base_model:Qwen/Qwen3.5-122B-A10B", "base_model:quantized:Qwen/Qwen3.5-122B-A10B", "license:apache-2.0", "8-bit", "modelopt", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 129.16, "fp8_int8": 64.58, "int4": 32.29 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/nvidia/Qwen3.5-122B-A10B-NVFP4", "lineage": { "family": "Qwen3.5", "variant": "Qwen3.5-122B-A10B-NVFP4", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3.5-122B-A10B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Model Optimizer", "pipeline_tag": "text-generation", "declared": [ "Model Optimizer" ], "mentioned_in_model_card": [ "Transformers", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-06-02T22:08:04.000Z", "created_at": "2026-05-13T21:13:54.000Z", "downloads": 1259858, "likes": 54, "sha": "98915d837c4e7c87ac8296d02e89de19b3207e6d", "library_name": "Model Optimizer", "pipeline_tag": "text-generation", "tags": [ "Model Optimizer", "safetensors", "qwen3_5_moe", "nvidia", "ModelOpt", "Qwen3.5", "quantized", "NVFP4", "FP4", "nvfp4", "fp4", "text-generation", "conversational", "base_model:Qwen/Qwen3.5-122B-A10B", "base_model:quantized:Qwen/Qwen3.5-122B-A10B", "license:apache-2.0", "8-bit", "modelopt", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/nvidia-qwen3-5-122b-a10b-nvfp4/", "history_url": "https://openmodelweights.com/models/nvidia-qwen3-5-122b-a10b-nvfp4/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/nvidia-qwen3-5-122b-a10b-nvfp4.json" }, { "id": "timm-resnet50-a1-in1k", "name": "resnet50.a1_in1k", "developer": "timm", "family": "resnet50.a1_in1k", "variant": "resnet50.a1_in1k", "model": { "parameters": "0.0256102B", "total_parameters_billions": 0.025610152, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image", "tags": [ "timm", "pytorch", "safetensors", "image-classification", "transformers", "arxiv:2110.00476", "arxiv:1512.03385", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.05, "fp8_int8": 0.03, "int4": 0.01 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/timm/resnet50.a1_in1k", "lineage": { "family": "resnet50.a1_in1k", "variant": "resnet50.a1_in1k", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "timm", "pipeline_tag": "image-classification", "declared": [ "Transformers", "timm" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-07-11T18:17:03.000Z", "created_at": "2023-04-05T18:07:45.000Z", "downloads": 1558611, "likes": 44, "sha": "767268603ca0cb0bfe326fa87277f19c419566ef", "library_name": "timm", "pipeline_tag": "image-classification", "tags": [ "timm", "pytorch", "safetensors", "image-classification", "transformers", "arxiv:2110.00476", "arxiv:1512.03385", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/timm-resnet50-a1-in1k/", "history_url": "https://openmodelweights.com/models/timm-resnet50-a1-in1k/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/timm-resnet50-a1-in1k.json" }, { "id": "answerdotai-answerai-colbert-small-v1", "name": "answerai-colbert-small-v1", "developer": "answerdotai", "family": "answerai-colbert-small-v1", "variant": "answerai-colbert-small-v1", "model": { "parameters": "0.0333969B", "total_parameters_billions": 0.033396864, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Not declared", "tags": [ "sentence-transformers", "onnx", "safetensors", "bert", "ColBERT", "multi-vector", "RAGatouille", "passage-retrieval", "en", "arxiv:2407.20750", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.07, "fp8_int8": 0.03, "int4": 0.02 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "ONNX" ], "repository": "https://huggingface.co/answerdotai/answerai-colbert-small-v1", "lineage": { "family": "answerai-colbert-small-v1", "variant": "answerai-colbert-small-v1", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": null, "declared": [ "ONNX Runtime", "sentence-transformers" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-17T21:43:29.000Z", "created_at": "2024-08-12T13:02:24.000Z", "downloads": 863092, "likes": 163, "sha": "934fa8bb4ce2284f4c2baa232d81aca4d076fa5e", "library_name": "sentence-transformers", "pipeline_tag": null, "tags": [ "sentence-transformers", "onnx", "safetensors", "bert", "ColBERT", "multi-vector", "RAGatouille", "passage-retrieval", "en", "arxiv:2407.20750", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/answerdotai-answerai-colbert-small-v1/", "history_url": "https://openmodelweights.com/models/answerdotai-answerai-colbert-small-v1/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/answerdotai-answerai-colbert-small-v1.json" }, { "id": "warmbloodaban-minimax-h3-singularity", "name": "Minimax-h3_Singularity", "developer": "WarmBloodAban", "family": "Minimax-h3_Singularity", "variant": "Minimax-h3_Singularity", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image To Video", "tags": [ "minimax-h3", "video-generation", "text-to-video", "image-to-video", "video-to-video", "reference-to-video", "comfyui", "fine-tuned", "hdr", "singularity", "en", "zh", "base_model:MiniMaxAI/MiniMax-H3", "base_model:finetune:MiniMaxAI/MiniMax-H3", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/WarmBloodAban/Minimax-h3_Singularity", "lineage": { "family": "Minimax-h3_Singularity", "variant": "Minimax-h3_Singularity", "base_model": { "status": "declared", "models": [ "MiniMaxAI/MiniMax-H3" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "minimax-h3", "pipeline_tag": "image-to-video", "declared": [ "minimax-h3" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-18T16:17:02.000Z", "created_at": "2026-09-05T18:51:01.000Z", "downloads": 540672, "likes": 713, "sha": "af671d9214a6e41ab8c2f43e9f871ea56246115f", "library_name": "minimax-h3", "pipeline_tag": "image-to-video", "tags": [ "minimax-h3", "video-generation", "text-to-video", "image-to-video", "video-to-video", "reference-to-video", "comfyui", "fine-tuned", "hdr", "singularity", "en", "zh", "base_model:MiniMaxAI/MiniMax-H3", "base_model:finetune:MiniMaxAI/MiniMax-H3", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/warmbloodaban-minimax-h3-singularity/", "history_url": "https://openmodelweights.com/models/warmbloodaban-minimax-h3-singularity/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/warmbloodaban-minimax-h3-singularity.json" }, { "id": "bigscience-bloomz-560m", "name": "bloomz-560m", "developer": "BigScience", "family": "bloomz", "variant": "bloomz-560m", "model": { "parameters": "0.559215B", "total_parameters_billions": 0.559214592, "context": { "value": 2048, "display": "2,048 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "seq_length" } ] }, "modality": "Text", "tags": [ "transformers", "pytorch", "tensorboard", "safetensors", "bloom", "text-generation", "ak", "ar", "as", "bm", "bn", "ca", "code", "en", "es", "eu", "fon", "fr", "gu", "hi" ] }, "license": { "id": "bigscience-bloom-rail-1.0", "name": "bigscience-bloom-rail-1.0", "url": null, "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1.12, "fp8_int8": 0.56, "int4": 0.28 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/bigscience/bloomz-560m", "lineage": { "family": "bloomz", "variant": "bloomz-560m", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-05-27T17:27:11.000Z", "created_at": "2022-10-08T16:14:42.000Z", "downloads": 1099876, "likes": 138, "sha": "a2845d7e13dd12efae154a9f1c63fcc2e0cc4b05", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "pytorch", "tensorboard", "safetensors", "bloom", "text-generation", "ak", "ar", "as", "bm", "bn", "ca", "code", "en", "es", "eu", "fon", "fr", "gu", "hi", "id", "ig", "ki", "kn", "lg", "ln", "ml", "mr", "ne", "nso", "ny", "or", "pa", "pt", "rn", "rw", "sn", "st", "sw", "ta", "te", "tn", "ts", "tum", "tw", "ur", "vi", "wo", "xh", "yo", "zh", "zu", "dataset:bigscience/xP3", "arxiv:2211.01786", "license:bigscience-bloom-rail-1.0", "model-index", "text-generation-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "unknown", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/bigscience-bloomz-560m/", "history_url": "https://openmodelweights.com/models/bigscience-bloomz-560m/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/bigscience-bloomz-560m.json" }, { "id": "briaai-rmbg-2-0", "name": "RMBG-2.0", "developer": "briaai", "family": "RMBG-2.0", "variant": "RMBG-2.0", "model": { "parameters": "0.2207B", "total_parameters_billions": 0.220700242, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image", "tags": [ "transformers", "pytorch", "onnx", "safetensors", "image-segmentation", "remove background", "background", "background-removal", "Pytorch", "vision", "legal liability", "transformers.js", "custom_code", "license:other", "region:us" ] }, "license": { "id": "other", "name": "CC BY-NC 4.0", "url": "https://creativecommons.org/licenses/by-nc/4.0/deed.en", "status": "verified", "commercial_use": { "status": "not-allowed", "label": "Commercial use is not permitted by CC BY-NC 4.0", "basis": "https://creativecommons.org/licenses/by-nc/4.0/deed.en" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://creativecommons.org/licenses/by-nc/4.0/deed.en" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.44, "fp8_int8": 0.22, "int4": 0.11 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/briaai/RMBG-2.0", "lineage": { "family": "RMBG-2.0", "variant": "RMBG-2.0", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-segmentation", "declared": [ "ONNX Runtime", "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-04-06T15:27:43.000Z", "created_at": "2024-10-29T12:14:36.000Z", "downloads": 478722, "likes": 1493, "sha": "5df4c9c76d8170882c34f6986e848ee07fd0ba43", "library_name": "transformers", "pipeline_tag": "image-segmentation", "tags": [ "transformers", "pytorch", "onnx", "safetensors", "image-segmentation", "remove background", "background", "background-removal", "Pytorch", "vision", "legal liability", "transformers.js", "custom_code", "license:other", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/briaai-rmbg-2-0/", "history_url": "https://openmodelweights.com/models/briaai-rmbg-2-0/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/briaai-rmbg-2-0.json" }, { "id": "e-mimic-inclusively-reformulation-it5", "name": "inclusively-reformulation-it5", "developer": "E-MIMIC", "family": "inclusively-reformulation-it5", "variant": "inclusively-reformulation-it5", "model": { "parameters": "0.783099B", "total_parameters_billions": 0.78309888, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "transformers", "pytorch", "safetensors", "t5", "text2text-generation", "license:cc-by-nc-sa-4.0", "text-generation-inference", "endpoints_compatible", "region:us" ] }, "license": { "id": "cc-by-nc-sa-4.0", "name": "cc-by-nc-sa-4.0", "url": null, "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1.57, "fp8_int8": 0.78, "int4": 0.39 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/E-MIMIC/inclusively-reformulation-it5", "lineage": { "family": "inclusively-reformulation-it5", "variant": "inclusively-reformulation-it5", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": null, "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-06-25T11:16:45.000Z", "created_at": "2023-06-23T15:06:30.000Z", "downloads": 3425041, "likes": 2, "sha": "7638c77268d2a9f9057ab81007e0e114a2b552e1", "library_name": "transformers", "pipeline_tag": null, "tags": [ "transformers", "pytorch", "safetensors", "t5", "text2text-generation", "license:cc-by-nc-sa-4.0", "text-generation-inference", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "recipe-or-training-files-present", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/e-mimic-inclusively-reformulation-it5/", "history_url": "https://openmodelweights.com/models/e-mimic-inclusively-reformulation-it5/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/e-mimic-inclusively-reformulation-it5.json" }, { "id": "jinaai-jina-reranker-v3", "name": "jina-reranker-v3", "developer": "jinaai", "family": "jina-reranker-v3", "variant": "jina-reranker-v3", "model": { "parameters": "0.596836B", "total_parameters_billions": 0.596836352, "context": { "value": 131072, "display": "131,072 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text Ranking", "tags": [ "transformers", "safetensors", "qwen3", "feature-extraction", "reranker", "text-ranking", "custom_code", "multilingual", "arxiv:2509.25085", "base_model:Qwen/Qwen3-0.6B", "base_model:finetune:Qwen/Qwen3-0.6B", "license:cc-by-nc-4.0", "region:eu" ] }, "license": { "id": "cc-by-nc-4.0", "name": "CC BY-NC 4.0", "url": null, "status": "verified", "commercial_use": { "status": "not-allowed", "label": "Commercial use is not permitted by CC BY-NC 4.0", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1.19, "fp8_int8": 0.6, "int4": 0.3 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/jinaai/jina-reranker-v3", "lineage": { "family": "jina-reranker-v3", "variant": "jina-reranker-v3", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3-0.6B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-ranking", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "MLX" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-10T03:54:29.000Z", "created_at": "2025-09-18T08:10:25.000Z", "downloads": 873586, "likes": 146, "sha": "d7d7e73b6ea138ced340b83865931b5dfb6c97aa", "library_name": "transformers", "pipeline_tag": "text-ranking", "tags": [ "transformers", "safetensors", "qwen3", "feature-extraction", "reranker", "text-ranking", "custom_code", "multilingual", "arxiv:2509.25085", "base_model:Qwen/Qwen3-0.6B", "base_model:finetune:Qwen/Qwen3-0.6B", "license:cc-by-nc-4.0", "region:eu" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/jinaai-jina-reranker-v3/", "history_url": "https://openmodelweights.com/models/jinaai-jina-reranker-v3/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/jinaai-jina-reranker-v3.json" }, { "id": "albert-albert-base-v2", "name": "albert-base-v2", "developer": "albert", "family": "albert-base-v2", "variant": "albert-base-v2", "model": { "parameters": "0.0118423B", "total_parameters_billions": 0.011842272, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "pytorch", "tf", "jax", "rust", "safetensors", "albert", "fill-mask", "en", "dataset:bookcorpus", "dataset:wikipedia", "arxiv:1909.11942", "license:apache-2.0", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.02, "fp8_int8": 0.01, "int4": 0.01 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/albert/albert-base-v2", "lineage": { "family": "albert-base-v2", "variant": "albert-base-v2", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "fill-mask", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-02-19T10:58:14.000Z", "created_at": "2022-03-02T23:29:04.000Z", "downloads": 1048156, "likes": 151, "sha": "8e2f239c5f8a2c0f253781ca60135db913e5c80c", "library_name": "transformers", "pipeline_tag": "fill-mask", "tags": [ "transformers", "pytorch", "tf", "jax", "rust", "safetensors", "albert", "fill-mask", "en", "dataset:bookcorpus", "dataset:wikipedia", "arxiv:1909.11942", "license:apache-2.0", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/albert-albert-base-v2/", "history_url": "https://openmodelweights.com/models/albert-albert-base-v2/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/albert-albert-base-v2.json" }, { "id": "timm-resnet18-a1-in1k", "name": "resnet18.a1_in1k", "developer": "timm", "family": "resnet18.a1_in1k", "variant": "resnet18.a1_in1k", "model": { "parameters": "0.0116991B", "total_parameters_billions": 0.011699112, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image", "tags": [ "timm", "pytorch", "safetensors", "image-classification", "transformers", "arxiv:2110.00476", "arxiv:1512.03385", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.02, "fp8_int8": 0.01, "int4": 0.01 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/timm/resnet18.a1_in1k", "lineage": { "family": "resnet18.a1_in1k", "variant": "resnet18.a1_in1k", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "timm", "pipeline_tag": "image-classification", "declared": [ "Transformers", "timm" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-01-21T21:13:50.000Z", "created_at": "2023-04-05T18:02:50.000Z", "downloads": 2049646, "likes": 15, "sha": "491b427b45c94c7fb0e78b5474cc919aff584bbf", "library_name": "timm", "pipeline_tag": "image-classification", "tags": [ "timm", "pytorch", "safetensors", "image-classification", "transformers", "arxiv:2110.00476", "arxiv:1512.03385", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/timm-resnet18-a1-in1k/", "history_url": "https://openmodelweights.com/models/timm-resnet18-a1-in1k/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/timm-resnet18-a1-in1k.json" }, { "id": "answerdotai-modernbert-large", "name": "ModernBERT-large", "developer": "answerdotai", "family": "ModernBERT-large", "variant": "ModernBERT-large", "model": { "parameters": "0.395882B", "total_parameters_billions": 0.395881664, "context": { "value": 8192, "display": "8,192 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "pytorch", "onnx", "safetensors", "modernbert", "fill-mask", "masked-lm", "long-context", "en", "arxiv:2412.13663", "license:apache-2.0", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.79, "fp8_int8": 0.4, "int4": 0.2 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/answerdotai/ModernBERT-large", "lineage": { "family": "ModernBERT-large", "variant": "ModernBERT-large", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "fill-mask", "declared": [ "ONNX Runtime", "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-01-15T20:11:27.000Z", "created_at": "2024-12-11T15:55:21.000Z", "downloads": 725660, "likes": 496, "sha": "45bb4654a4d5aaff24dd11d4781fa46d39bf8c13", "library_name": "transformers", "pipeline_tag": "fill-mask", "tags": [ "transformers", "pytorch", "onnx", "safetensors", "modernbert", "fill-mask", "masked-lm", "long-context", "en", "arxiv:2412.13663", "license:apache-2.0", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/answerdotai-modernbert-large/", "history_url": "https://openmodelweights.com/models/answerdotai-modernbert-large/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/answerdotai-modernbert-large.json" }, { "id": "openbmb-minicpm5-1b", "name": "MiniCPM5-1B", "developer": "openbmb", "family": "MiniCPM5", "variant": "MiniCPM5-1B", "model": { "parameters": "1.08063B", "total_parameters_billions": 1.080632832, "context": { "value": 131072, "display": "131,072 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "llama", "text-generation", "minicpm", "minicpm5", "long-context", "tool-calling", "on-device", "edge-ai", "conversational", "en", "zh", "dataset:openbmb/Ultra-FineWeb", "dataset:openbmb/Ultra-FineWeb-L3", "dataset:openbmb/UltraData-Math", "dataset:openbmb/UltraData-SFT-2605", "arxiv:2506.07900", "arxiv:2602.09003", "arxiv:2512.16649" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 2.16, "fp8_int8": 1.08, "int4": 0.54 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/openbmb/MiniCPM5-1B", "lineage": { "family": "MiniCPM5", "variant": "MiniCPM5-1B", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "MLX", "Ollama", "SGLang", "llama.cpp", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-17T09:59:02.000Z", "created_at": "2026-05-21T07:27:59.000Z", "downloads": 461231, "likes": 1148, "sha": "87179e5c1f455ef22e6223592d2d61351b525bfc", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "llama", "text-generation", "minicpm", "minicpm5", "long-context", "tool-calling", "on-device", "edge-ai", "conversational", "en", "zh", "dataset:openbmb/Ultra-FineWeb", "dataset:openbmb/Ultra-FineWeb-L3", "dataset:openbmb/UltraData-Math", "dataset:openbmb/UltraData-SFT-2605", "arxiv:2506.07900", "arxiv:2602.09003", "arxiv:2512.16649", "arxiv:2604.13016", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/openbmb-minicpm5-1b/", "history_url": "https://openmodelweights.com/models/openbmb-minicpm5-1b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/openbmb-minicpm5-1b.json" }, { "id": "autogluon-chronos-bolt-tiny", "name": "chronos-bolt-tiny", "developer": "autogluon", "family": "chronos-bolt-tiny", "variant": "chronos-bolt-tiny", "model": { "parameters": "0.00865267B", "total_parameters_billions": 0.008652672, "context": { "value": 2048, "display": "2,048 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "chronos_config.context_length" } ] }, "modality": "Time Series Forecasting", "tags": [ "safetensors", "t5", "time series", "forecasting", "pretrained models", "foundation models", "time series foundation models", "time-series", "time-series-forecasting", "arxiv:1910.10683", "arxiv:2403.07815", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.02, "fp8_int8": 0.01, "int4": 0.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/autogluon/chronos-bolt-tiny", "lineage": { "family": "chronos-bolt-tiny", "variant": "chronos-bolt-tiny", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": null, "pipeline_tag": "time-series-forecasting", "declared": [], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-10-30T09:20:02.000Z", "created_at": "2024-11-13T13:28:07.000Z", "downloads": 2056142, "likes": 13, "sha": "ea35bd74269926879396f5c2476288aff9d76406", "library_name": null, "pipeline_tag": "time-series-forecasting", "tags": [ "safetensors", "t5", "time series", "forecasting", "pretrained models", "foundation models", "time series foundation models", "time-series", "time-series-forecasting", "arxiv:1910.10683", "arxiv:2403.07815", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/autogluon-chronos-bolt-tiny/", "history_url": "https://openmodelweights.com/models/autogluon-chronos-bolt-tiny/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/autogluon-chronos-bolt-tiny.json" }, { "id": "thinkingmachines-inkling-small", "name": "Inkling-Small", "developer": "thinkingmachines", "family": "Inkling-Small", "variant": "Inkling-Small", "model": { "parameters": "265.956B", "total_parameters_billions": 265.95643909, "context": { "value": 1048576, "display": "1,048,576 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.model_max_length" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "inkling_mm_model", "image-text-to-text", "conversational", "audio-text-to-text", "moe", "license:apache-2.0", "eval-results", "endpoints_compatible", "region:us", "deploy:sagemaker" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://www.apache.org/licenses/LICENSE-2.0", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://www.apache.org/licenses/LICENSE-2.0" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.apache.org/licenses/LICENSE-2.0" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 531.91, "fp8_int8": 265.96, "int4": 132.98 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/thinkingmachines/Inkling-Small", "lineage": { "family": "Inkling-Small", "variant": "Inkling-Small", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-07-31T00:39:44.000Z", "created_at": "2026-07-27T22:33:44.000Z", "downloads": 623000, "likes": 417, "sha": "8cc5877b44d343f88b92086aa1fb72897950f06a", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "inkling_mm_model", "image-text-to-text", "conversational", "audio-text-to-text", "moe", "license:apache-2.0", "eval-results", "endpoints_compatible", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/thinkingmachines-inkling-small/", "history_url": "https://openmodelweights.com/models/thinkingmachines-inkling-small/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/thinkingmachines-inkling-small.json" }, { "id": "sentence-transformers-distiluse-base-multilingual-cased-v2", "name": "distiluse-base-multilingual-cased-v2", "developer": "Sentence Transformers", "family": "distiluse-base-multilingual-cased-v2", "variant": "distiluse-base-multilingual-cased-v2", "model": { "parameters": "0.134734B", "total_parameters_billions": 0.13473408, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text embeddings", "tags": [ "sentence-transformers", "pytorch", "tf", "onnx", "safetensors", "openvino", "distilbert", "feature-extraction", "sentence-similarity", "multilingual", "ar", "bg", "ca", "cs", "da", "de", "el", "en", "es", "et" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.27, "fp8_int8": 0.13, "int4": 0.07 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/sentence-transformers/distiluse-base-multilingual-cased-v2", "lineage": { "family": "distiluse-base-multilingual-cased-v2", "variant": "distiluse-base-multilingual-cased-v2", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "sentence-similarity", "declared": [ "ONNX Runtime", "sentence-transformers" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-03-06T13:31:55.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 926634, "likes": 209, "sha": "bfe45d0732ca50787611c0fe107ba278c7f3f889", "library_name": "sentence-transformers", "pipeline_tag": "sentence-similarity", "tags": [ "sentence-transformers", "pytorch", "tf", "onnx", "safetensors", "openvino", "distilbert", "feature-extraction", "sentence-similarity", "multilingual", "ar", "bg", "ca", "cs", "da", "de", "el", "en", "es", "et", "fa", "fi", "fr", "gl", "gu", "he", "hi", "hr", "hu", "hy", "id", "it", "ja", "ka", "ko", "ku", "lt", "lv", "mk", "mn", "mr", "ms", "my", "nb", "nl", "pl", "pt", "ro", "ru", "sk", "sl", "sq", "sr", "sv", "th", "tr", "uk", "ur", "vi", "arxiv:1908.10084", "license:apache-2.0", "text-embeddings-inference", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/sentence-transformers-distiluse-base-multilingual-cased-v2/", "history_url": "https://openmodelweights.com/models/sentence-transformers-distiluse-base-multilingual-cased-v2/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/sentence-transformers-distiluse-base-multilingual-cased-v2.json" }, { "id": "black-forest-labs-flux-2-dev", "name": "FLUX.2-dev", "developer": "Black Forest Labs", "family": "FLUX.2-dev", "variant": "FLUX.2-dev", "model": { "parameters": "32.2233B", "total_parameters_billions": 32.223281152, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image → image", "tags": [ "diffusers", "safetensors", "image-generation", "image-editing", "flux", "diffusion-single-file", "image-to-image", "en", "license:other", "diffusers:Flux2Pipeline", "region:us" ] }, "license": { "id": "other", "name": "flux-non-commercial-license", "url": "https://huggingface.co/black-forest-labs/FLUX.2-dev/blob/main/LICENSE.md", "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": "https://huggingface.co/black-forest-labs/FLUX.2-dev/blob/main/LICENSE.md" }, "repository_license_files": [ "LICENSE.md" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/black-forest-labs/FLUX.2-dev/blob/main/LICENSE.md" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 64.45, "fp8_int8": 32.22, "int4": 16.11 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/black-forest-labs/FLUX.2-dev", "lineage": { "family": "FLUX.2-dev", "variant": "FLUX.2-dev", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Diffusers", "pipeline_tag": "image-to-image", "declared": [ "Diffusers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-02-17T15:56:06.000Z", "created_at": "2025-11-22T15:07:08.000Z", "downloads": 410755, "likes": 2358, "sha": "26afe3a78bb242c0a8bb181dcc8937bb16e5c66c", "library_name": "diffusers", "pipeline_tag": "image-to-image", "tags": [ "diffusers", "safetensors", "image-generation", "image-editing", "flux", "diffusion-single-file", "image-to-image", "en", "license:other", "diffusers:Flux2Pipeline", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/black-forest-labs-flux-2-dev/", "history_url": "https://openmodelweights.com/models/black-forest-labs-flux-2-dev/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/black-forest-labs-flux-2-dev.json" }, { "id": "nvidia-nemotron-3-nano-omni-30b-a3b-reasoning-fp8", "name": "Nemotron-3-Nano-Omni-30B-A3B-Reasoning-FP8", "developer": "NVIDIA", "family": "Nemotron-3-Nano-Omni", "variant": "Nemotron-3-Nano-Omni-30B-A3B-Reasoning-FP8", "model": { "parameters": "33.0137B", "total_parameters_billions": 33.01367904, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "llm_config.max_position_embeddings" } ] }, "modality": "Any To Any", "tags": [ "transformers", "safetensors", "NemotronH_Nano_Omni_Reasoning_V3", "feature-extraction", "nvidia", "pytorch", "multimodal", "any-to-any", "custom_code", "dataset:nvidia/Nemotron-Image-Training-v3", "arxiv:2604.24954", "base_model:nvidia/Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF16", "base_model:quantized:nvidia/Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF16", "license:other", "modelopt", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "license": { "id": "other", "name": "nvidia-open-model-agreement", "url": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-open-model-agreement/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercially usable subject to NVIDIA license conditions", "basis": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-open-model-agreement/" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-open-model-agreement/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 66.03, "fp8_int8": 33.01, "int4": 16.51 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/nvidia/Nemotron-3-Nano-Omni-30B-A3B-Reasoning-FP8", "lineage": { "family": "Nemotron-3-Nano-Omni", "variant": "Nemotron-3-Nano-Omni-30B-A3B-Reasoning-FP8", "base_model": { "status": "declared", "models": [ "nvidia/Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF16" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "any-to-any", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "NeMo", "Ollama", "SGLang", "TensorRT-LLM", "llama.cpp", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-25T15:47:39.000Z", "created_at": "2026-04-24T16:10:28.000Z", "downloads": 1065989, "likes": 65, "sha": "0acd4b1c237eab45d3977b1b46631919e9a75774", "library_name": "transformers", "pipeline_tag": "any-to-any", "tags": [ "transformers", "safetensors", "NemotronH_Nano_Omni_Reasoning_V3", "feature-extraction", "nvidia", "pytorch", "multimodal", "any-to-any", "custom_code", "dataset:nvidia/Nemotron-Image-Training-v3", "arxiv:2604.24954", "base_model:nvidia/Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF16", "base_model:quantized:nvidia/Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF16", "license:other", "modelopt", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/nvidia-nemotron-3-nano-omni-30b-a3b-reasoning-fp8/", "history_url": "https://openmodelweights.com/models/nvidia-nemotron-3-nano-omni-30b-a3b-reasoning-fp8/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/nvidia-nemotron-3-nano-omni-30b-a3b-reasoning-fp8.json" }, { "id": "allenai-longformer-base-4096", "name": "longformer-base-4096", "developer": "AllenAI", "family": "longformer-base-4096", "variant": "longformer-base-4096", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 4098, "display": "4,098 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Not declared", "tags": [ "transformers", "pytorch", "tf", "rust", "longformer", "en", "arxiv:2004.05150", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/allenai/longformer-base-4096", "lineage": { "family": "longformer-base-4096", "variant": "longformer-base-4096", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": null, "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-04-05T18:24:00.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 891201, "likes": 229, "sha": "301e6a42cb0d9976a6d6a26a079fef81c18aa895", "library_name": "transformers", "pipeline_tag": null, "tags": [ "transformers", "pytorch", "tf", "rust", "longformer", "en", "arxiv:2004.05150", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/allenai-longformer-base-4096/", "history_url": "https://openmodelweights.com/models/allenai-longformer-base-4096/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/allenai-longformer-base-4096.json" }, { "id": "zai-org-chatglm2-6b", "name": "chatglm2-6b", "developer": "Z.ai", "family": "chatglm2", "variant": "chatglm2-6b", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 32768, "display": "32,768 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "seq_length" } ] }, "modality": "Not declared", "tags": [ "transformers", "pytorch", "chatglm", "glm", "thudm", "custom_code", "zh", "en", "arxiv:2103.10360", "arxiv:2210.02414", "arxiv:1911.02150", "arxiv:2406.12793", "endpoints_compatible", "region:us" ] }, "license": { "id": null, "name": "Not declared in model-card metadata", "url": null, "status": "not-disclosed", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/zai-org/chatglm2-6b", "lineage": { "family": "chatglm2", "variant": "chatglm2-6b", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": null, "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-08-04T08:41:38.000Z", "created_at": "2023-06-24T16:26:27.000Z", "downloads": 461740, "likes": 2055, "sha": "d2e2d91789248536a747d9ce60642a336444186c", "library_name": "transformers", "pipeline_tag": null, "tags": [ "transformers", "pytorch", "chatglm", "glm", "thudm", "custom_code", "zh", "en", "arxiv:2103.10360", "arxiv:2210.02414", "arxiv:1911.02150", "arxiv:2406.12793", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "not-disclosed", "commercial_use": "unknown", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/zai-org-chatglm2-6b/", "history_url": "https://openmodelweights.com/models/zai-org-chatglm2-6b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/zai-org-chatglm2-6b.json" }, { "id": "qwen-qwen3-coder-30b-a3b-instruct", "name": "Qwen3-Coder-30B-A3B-Instruct", "developer": "Qwen", "family": "Qwen3-Coder", "variant": "Qwen3-Coder-30B-A3B-Instruct", "model": { "parameters": "30.5321B", "total_parameters_billions": 30.532122624, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "qwen3_moe", "text-generation", "conversational", "arxiv:2505.09388", "license:apache-2.0", "endpoints_compatible", "region:us", "deploy:sagemaker", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3-Coder-30B-A3B-Instruct/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3-Coder-30B-A3B-Instruct/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3-Coder-30B-A3B-Instruct/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 61.06, "fp8_int8": 30.53, "int4": 15.27 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3-Coder-30B-A3B-Instruct", "lineage": { "family": "Qwen3-Coder", "variant": "Qwen3-Coder-30B-A3B-Instruct", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "MLX", "Ollama", "llama.cpp" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-12-03T08:05:17.000Z", "created_at": "2025-07-31T07:04:55.000Z", "downloads": 510425, "likes": 1266, "sha": "b2cff646eb4bb1d68355c01b18ae02e7cf42d120", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "qwen3_moe", "text-generation", "conversational", "arxiv:2505.09388", "license:apache-2.0", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen3-coder-30b-a3b-instruct/", "history_url": "https://openmodelweights.com/models/qwen-qwen3-coder-30b-a3b-instruct/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen3-coder-30b-a3b-instruct.json" }, { "id": "qwen-qwen2-5-7b", "name": "Qwen2.5-7B", "developer": "Qwen", "family": "Qwen2.5", "variant": "Qwen2.5-7B", "model": { "parameters": "7.61562B", "total_parameters_billions": 7.615616512, "context": { "value": 131072, "display": "131,072 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "qwen2", "text-generation", "conversational", "en", "arxiv:2407.10671", "license:apache-2.0", "eval-results", "text-generation-inference", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen2.5-7B/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen2.5-7B/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen2.5-7B/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 15.23, "fp8_int8": 7.62, "int4": 3.81 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen2.5-7B", "lineage": { "family": "Qwen2.5", "variant": "Qwen2.5-7B", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-09-25T12:32:32.000Z", "created_at": "2024-09-15T12:17:40.000Z", "downloads": 799037, "likes": 323, "sha": "d149729398750b98c0af14eb82c78cfe92750796", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "qwen2", "text-generation", "conversational", "en", "arxiv:2407.10671", "license:apache-2.0", "eval-results", "text-generation-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen2-5-7b/", "history_url": "https://openmodelweights.com/models/qwen-qwen2-5-7b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen2-5-7b.json" }, { "id": "google-bert-bert-large-uncased", "name": "bert-large-uncased", "developer": "google-bert", "family": "bert-large-uncased", "variant": "bert-large-uncased", "model": { "parameters": "0.336226B", "total_parameters_billions": 0.336226108, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "pytorch", "tf", "jax", "rust", "safetensors", "bert", "fill-mask", "en", "dataset:bookcorpus", "dataset:wikipedia", "arxiv:1810.04805", "license:apache-2.0", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.67, "fp8_int8": 0.34, "int4": 0.17 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/google-bert/bert-large-uncased", "lineage": { "family": "bert-large-uncased", "variant": "bert-large-uncased", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "fill-mask", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-02-19T11:06:54.000Z", "created_at": "2022-03-02T23:29:04.000Z", "downloads": 1006099, "likes": 148, "sha": "6da4b6a26a1877e173fca3225479512db81a5e5b", "library_name": "transformers", "pipeline_tag": "fill-mask", "tags": [ "transformers", "pytorch", "tf", "jax", "rust", "safetensors", "bert", "fill-mask", "en", "dataset:bookcorpus", "dataset:wikipedia", "arxiv:1810.04805", "license:apache-2.0", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/google-bert-bert-large-uncased/", "history_url": "https://openmodelweights.com/models/google-bert-bert-large-uncased/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/google-bert-bert-large-uncased.json" }, { "id": "ornith-ai-ornith-1-5-35b-a3b-nvfp4", "name": "Ornith-1.5-35B-A3B-NVFP4", "developer": "ornith-ai", "family": "Ornith-1.5", "variant": "Ornith-1.5-35B-A3B-NVFP4", "model": { "parameters": "19.5285B", "total_parameters_billions": 19.528501104, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "qwen3_5_moe", "image-text-to-text", "text-generation", "conversational", "license:mit", "endpoints_compatible", "8-bit", "modelopt", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": "https://huggingface.co/ornith-ai/Ornith-1.5-35B-A3B/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": "https://huggingface.co/ornith-ai/Ornith-1.5-35B-A3B/blob/main/LICENSE" }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": "https://huggingface.co/ornith-ai/Ornith-1.5-35B-A3B/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 39.06, "fp8_int8": 19.53, "int4": 9.76 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/ornith-ai/Ornith-1.5-35B-A3B-NVFP4", "lineage": { "family": "Ornith-1.5", "variant": "Ornith-1.5-35B-A3B-NVFP4", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "Ollama", "SGLang", "llama.cpp", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-26T06:37:57.000Z", "created_at": "2026-08-18T06:44:43.000Z", "downloads": 1090612, "likes": 54, "sha": "94e431d9cc47fa1986a7a1a4e9a80f7f118b03aa", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "qwen3_5_moe", "image-text-to-text", "text-generation", "conversational", "license:mit", "endpoints_compatible", "8-bit", "modelopt", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/ornith-ai-ornith-1-5-35b-a3b-nvfp4/", "history_url": "https://openmodelweights.com/models/ornith-ai-ornith-1-5-35b-a3b-nvfp4/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/ornith-ai-ornith-1-5-35b-a3b-nvfp4.json" }, { "id": "google-siglip2-so400m-patch14-384", "name": "siglip2-so400m-patch14-384", "developer": "Google", "family": "siglip2-so400m-patch14-384", "variant": "siglip2-so400m-patch14-384", "model": { "parameters": "1.13601B", "total_parameters_billions": 1.136008498, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Zero Shot Image Classification", "tags": [ "transformers", "safetensors", "siglip", "vision", "zero-shot-image-classification", "arxiv:2502.14786", "arxiv:2303.15343", "arxiv:2209.06794", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 2.27, "fp8_int8": 1.14, "int4": 0.57 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/google/siglip2-so400m-patch14-384", "lineage": { "family": "siglip2-so400m-patch14-384", "variant": "siglip2-so400m-patch14-384", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "zero-shot-image-classification", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-02-21T04:03:58.000Z", "created_at": "2025-02-17T20:54:32.000Z", "downloads": 1085486, "likes": 108, "sha": "e8e487298228002f3d8a82e0cd5c8ea9c567f57f", "library_name": "transformers", "pipeline_tag": "zero-shot-image-classification", "tags": [ "transformers", "safetensors", "siglip", "vision", "zero-shot-image-classification", "arxiv:2502.14786", "arxiv:2303.15343", "arxiv:2209.06794", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/google-siglip2-so400m-patch14-384/", "history_url": "https://openmodelweights.com/models/google-siglip2-so400m-patch14-384/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/google-siglip2-so400m-patch14-384.json" }, { "id": "neoquasar-kronos-base", "name": "Kronos-base", "developer": "NeoQuasar", "family": "Kronos", "variant": "Kronos-base", "model": { "parameters": "0.102311B", "total_parameters_billions": 0.102311008, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Time Series Forecasting", "tags": [ "safetensors", "Finance", "Candlestick", "K-line", "time-series-forecasting", "arxiv:2508.02739", "license:mit", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.2, "fp8_int8": 0.1, "int4": 0.05 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/NeoQuasar/Kronos-base", "lineage": { "family": "Kronos", "variant": "Kronos-base", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": null, "pipeline_tag": "time-series-forecasting", "declared": [], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-09-09T14:08:15.000Z", "created_at": "2025-06-30T17:11:20.000Z", "downloads": 804009, "likes": 281, "sha": "2b554741eca47781b64468546e77fef3e85130e6", "library_name": null, "pipeline_tag": "time-series-forecasting", "tags": [ "safetensors", "Finance", "Candlestick", "K-line", "time-series-forecasting", "arxiv:2508.02739", "license:mit", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/neoquasar-kronos-base/", "history_url": "https://openmodelweights.com/models/neoquasar-kronos-base/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/neoquasar-kronos-base.json" }, { "id": "kijai-ltx2-3-comfy", "name": "LTX2.3_comfy", "developer": "Kijai", "family": "LTX2.3_comfy", "variant": "LTX2.3_comfy", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "diffusion-single-file", "comfyui", "base_model:Lightricks/LTX-2.3", "base_model:finetune:Lightricks/LTX-2.3", "license:other", "region:us" ] }, "license": { "id": "other", "name": "ltx-2-community-license-agreement", "url": "https://github.com/Lightricks/LTX-2/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": "https://github.com/Lightricks/LTX-2/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://github.com/Lightricks/LTX-2/blob/main/LICENSE" } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Kijai/LTX2.3_comfy", "lineage": { "family": "LTX2.3_comfy", "variant": "LTX2.3_comfy", "base_model": { "status": "declared", "models": [ "Lightricks/LTX-2.3" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "diffusion-single-file", "pipeline_tag": null, "declared": [ "diffusion-single-file" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-07-28T20:47:36.000Z", "created_at": "2026-03-05T15:20:18.000Z", "downloads": 523564, "likes": 618, "sha": "6d980fde0d330f2fed6ff8dfdfddb06d88a004e5", "library_name": "diffusion-single-file", "pipeline_tag": null, "tags": [ "diffusion-single-file", "comfyui", "base_model:Lightricks/LTX-2.3", "base_model:finetune:Lightricks/LTX-2.3", "license:other", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/kijai-ltx2-3-comfy/", "history_url": "https://openmodelweights.com/models/kijai-ltx2-3-comfy/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/kijai-ltx2-3-comfy.json" }, { "id": "comfy-org-ltx-2", "name": "ltx-2", "developer": "Comfy-Org", "family": "ltx-2", "variant": "ltx-2", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "diffusion-single-file", "comfyui", "base_model:google/gemma-3-12b-it", "base_model:finetune:google/gemma-3-12b-it", "license:other", "region:us" ] }, "license": { "id": "other", "name": "ltx-2-community-license-agreement", "url": "https://github.com/Lightricks/LTX-2/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": "https://github.com/Lightricks/LTX-2/blob/main/LICENSE" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://github.com/Lightricks/LTX-2/blob/main/LICENSE" } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Comfy-Org/ltx-2", "lineage": { "family": "ltx-2", "variant": "ltx-2", "base_model": { "status": "declared", "models": [ "google/gemma-3-12b-it", "mlabonne/gemma-3-12b-it-abliterated", "ovi054/LTX-2-19b-Squish-LoRA" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "diffusion-single-file", "pipeline_tag": null, "declared": [ "diffusion-single-file" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-23T08:00:08.000Z", "created_at": "2026-01-05T21:35:46.000Z", "downloads": 766581, "likes": 151, "sha": "ccde4ba417d7900669fd56dd292a883cee11ff37", "library_name": "diffusion-single-file", "pipeline_tag": null, "tags": [ "diffusion-single-file", "comfyui", "base_model:google/gemma-3-12b-it", "base_model:finetune:google/gemma-3-12b-it", "license:other", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/comfy-org-ltx-2/", "history_url": "https://openmodelweights.com/models/comfy-org-ltx-2/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/comfy-org-ltx-2.json" }, { "id": "paddlepaddle-pp-doclayoutv3-safetensors", "name": "PP-DocLayoutV3_safetensors", "developer": "PaddlePaddle", "family": "PP-DocLayoutV3_safetensors", "variant": "PP-DocLayoutV3_safetensors", "model": { "parameters": "0.033289B", "total_parameters_billions": 0.033288957, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image", "tags": [ "transformers", "safetensors", "pp_doclayout_v3", "object-detection", "PaddleOCR", "PaddlePaddle", "image-segmentation", "ocr", "layout", "layout_detection", "en", "zh", "multilingual", "arxiv:2606.23344", "base_model:PaddlePaddle/PP-DocLayoutV3", "base_model:finetune:PaddlePaddle/PP-DocLayoutV3", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.07, "fp8_int8": 0.03, "int4": 0.02 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/PaddlePaddle/PP-DocLayoutV3_safetensors", "lineage": { "family": "PP-DocLayoutV3_safetensors", "variant": "PP-DocLayoutV3_safetensors", "base_model": { "status": "declared", "models": [ "PaddlePaddle/PP-DocLayoutV3" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "object-detection", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-30T05:01:30.000Z", "created_at": "2026-01-20T09:56:56.000Z", "downloads": 1069737, "likes": 48, "sha": "e4f489dc536556fc1be02b973ba06756e0d4a2ac", "library_name": "transformers", "pipeline_tag": "object-detection", "tags": [ "transformers", "safetensors", "pp_doclayout_v3", "object-detection", "PaddleOCR", "PaddlePaddle", "image-segmentation", "ocr", "layout", "layout_detection", "en", "zh", "multilingual", "arxiv:2606.23344", "base_model:PaddlePaddle/PP-DocLayoutV3", "base_model:finetune:PaddlePaddle/PP-DocLayoutV3", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/paddlepaddle-pp-doclayoutv3-safetensors/", "history_url": "https://openmodelweights.com/models/paddlepaddle-pp-doclayoutv3-safetensors/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/paddlepaddle-pp-doclayoutv3-safetensors.json" }, { "id": "comfy-org-qwen3-vl", "name": "Qwen3-VL", "developer": "Comfy-Org", "family": "Qwen3-VL", "variant": "Qwen3-VL", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "diffusion-single-file", "comfyui", "base_model:Qwen/Qwen3-VL-4B-Instruct", "base_model:finetune:Qwen/Qwen3-VL-4B-Instruct", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Comfy-Org/Qwen3-VL", "lineage": { "family": "Qwen3-VL", "variant": "Qwen3-VL", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3-VL-4B-Instruct", "Qwen/Qwen3-VL-8B-Instruct" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "diffusion-single-file", "pipeline_tag": null, "declared": [ "diffusion-single-file" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-20T07:58:45.000Z", "created_at": "2026-06-03T13:31:14.000Z", "downloads": 906095, "likes": 82, "sha": "02f0d3eefb59528799653d16735818801177ef1f", "library_name": "diffusion-single-file", "pipeline_tag": null, "tags": [ "diffusion-single-file", "comfyui", "base_model:Qwen/Qwen3-VL-4B-Instruct", "base_model:finetune:Qwen/Qwen3-VL-4B-Instruct", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/comfy-org-qwen3-vl/", "history_url": "https://openmodelweights.com/models/comfy-org-qwen3-vl/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/comfy-org-qwen3-vl.json" }, { "id": "microsoft-deberta-v3-large", "name": "deberta-v3-large", "developer": "Microsoft", "family": "deberta-v3-large", "variant": "deberta-v3-large", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "pytorch", "tf", "deberta-v2", "deberta", "deberta-v3", "fill-mask", "en", "arxiv:2006.03654", "arxiv:2111.09543", "license:mit", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/microsoft/deberta-v3-large", "lineage": { "family": "deberta-v3-large", "variant": "deberta-v3-large", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "fill-mask", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-03-19T06:24:32.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 774783, "likes": 291, "sha": "64a8c8eab3e352a784c658aef62be1662607476f", "library_name": "transformers", "pipeline_tag": "fill-mask", "tags": [ "transformers", "pytorch", "tf", "deberta-v2", "deberta", "deberta-v3", "fill-mask", "en", "arxiv:2006.03654", "arxiv:2111.09543", "license:mit", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/microsoft-deberta-v3-large/", "history_url": "https://openmodelweights.com/models/microsoft-deberta-v3-large/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/microsoft-deberta-v3-large.json" }, { "id": "pyannote-embedding", "name": "embedding", "developer": "pyannote", "family": "embedding", "variant": "embedding", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "pyannote-audio", "pytorch", "tensorboard", "pyannote", "pyannote-audio-model", "audio", "voice", "speech", "speaker", "speaker-recognition", "speaker-verification", "speaker-identification", "speaker-embedding", "dataset:voxceleb", "license:mit", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": "https://huggingface.co/pyannote/embedding/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": "https://huggingface.co/pyannote/embedding/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/pyannote/embedding/blob/main/LICENSE" } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/pyannote/embedding", "lineage": { "family": "embedding", "variant": "embedding", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "pyannote-audio", "pipeline_tag": null, "declared": [ "pyannote-audio" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-05-10T19:36:51.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 813311, "likes": 247, "sha": "4db4899737a38b2d618bbd74350915aa10293cb2", "library_name": "pyannote-audio", "pipeline_tag": null, "tags": [ "pyannote-audio", "pytorch", "tensorboard", "pyannote", "pyannote-audio-model", "audio", "voice", "speech", "speaker", "speaker-recognition", "speaker-verification", "speaker-identification", "speaker-embedding", "dataset:voxceleb", "license:mit", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "recipe-or-training-files-present", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/pyannote-embedding/", "history_url": "https://openmodelweights.com/models/pyannote-embedding/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/pyannote-embedding.json" }, { "id": "lxyuan-distilbert-base-multilingual-cased-sentiments-student", "name": "distilbert-base-multilingual-cased-sentiments-student", "developer": "lxyuan", "family": "distilbert-base-multilingual-cased-sentiments-student", "variant": "distilbert-base-multilingual-cased-sentiments-student", "model": { "parameters": "0.135327B", "total_parameters_billions": 0.135326979, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text Classification", "tags": [ "transformers", "pytorch", "onnx", "safetensors", "distilbert", "text-classification", "sentiment-analysis", "zero-shot-distillation", "distillation", "zero-shot-classification", "debarta-v3", "en", "ar", "de", "es", "fr", "ja", "zh", "id", "hi" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.27, "fp8_int8": 0.14, "int4": 0.07 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/lxyuan/distilbert-base-multilingual-cased-sentiments-student", "lineage": { "family": "distilbert-base-multilingual-cased-sentiments-student", "variant": "distilbert-base-multilingual-cased-sentiments-student", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-classification", "declared": [ "ONNX Runtime", "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-03-03T02:06:53.000Z", "created_at": "2023-05-05T16:22:55.000Z", "downloads": 754601, "likes": 317, "sha": "cf991100d706c13c0a080c097134c05b7f436c45", "library_name": "transformers", "pipeline_tag": "text-classification", "tags": [ "transformers", "pytorch", "onnx", "safetensors", "distilbert", "text-classification", "sentiment-analysis", "zero-shot-distillation", "distillation", "zero-shot-classification", "debarta-v3", "en", "ar", "de", "es", "fr", "ja", "zh", "id", "hi", "it", "ms", "pt", "dataset:tyqiangz/multilingual-sentiments", "doi:10.57967/hf/1422", "license:apache-2.0", "text-embeddings-inference", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "recipe-or-training-files-present", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/lxyuan-distilbert-base-multilingual-cased-sentiments-student/", "history_url": "https://openmodelweights.com/models/lxyuan-distilbert-base-multilingual-cased-sentiments-student/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/lxyuan-distilbert-base-multilingual-cased-sentiments-student.json" }, { "id": "j-hartmann-emotion-english-distilroberta-base", "name": "emotion-english-distilroberta-base", "developer": "j-hartmann", "family": "emotion-english-distilroberta", "variant": "emotion-english-distilroberta-base", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 514, "display": "514 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text Classification", "tags": [ "transformers", "pytorch", "tf", "roberta", "text-classification", "distilroberta", "sentiment", "emotion", "twitter", "reddit", "en", "arxiv:2210.00434", "text-embeddings-inference", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": null, "name": "Not declared in model-card metadata", "url": null, "status": "not-disclosed", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/j-hartmann/emotion-english-distilroberta-base", "lineage": { "family": "emotion-english-distilroberta", "variant": "emotion-english-distilroberta-base", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-classification", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-01-02T13:03:10.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 655790, "likes": 505, "sha": "0e1cd914e3d46199ed785853e12b57304e04178b", "library_name": "transformers", "pipeline_tag": "text-classification", "tags": [ "transformers", "pytorch", "tf", "roberta", "text-classification", "distilroberta", "sentiment", "emotion", "twitter", "reddit", "en", "arxiv:2210.00434", "text-embeddings-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "not-disclosed", "commercial_use": "unknown", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "recipe-or-training-files-present", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/j-hartmann-emotion-english-distilroberta-base/", "history_url": "https://openmodelweights.com/models/j-hartmann-emotion-english-distilroberta-base/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/j-hartmann-emotion-english-distilroberta-base.json" }, { "id": "salesforce-blip2-opt-2-7b", "name": "blip2-opt-2.7b", "developer": "Salesforce", "family": "blip2-opt", "variant": "blip2-opt-2.7b", "model": { "parameters": "3.74476B", "total_parameters_billions": 3.744761856, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image + text → text", "tags": [ "transformers", "pytorch", "safetensors", "blip-2", "visual-question-answering", "vision", "image-to-text", "image-captioning", "image-text-to-text", "en", "arxiv:2301.12597", "license:mit", "endpoints_compatible", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 7.49, "fp8_int8": 3.74, "int4": 1.87 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/Salesforce/blip2-opt-2.7b", "lineage": { "family": "blip2-opt", "variant": "blip2-opt-2.7b", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-02-03T06:27:50.000Z", "created_at": "2023-02-06T16:21:49.000Z", "downloads": 679533, "likes": 448, "sha": "59a1ef6c1e5117b3f65523d1c6066825bcf315e3", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "pytorch", "safetensors", "blip-2", "visual-question-answering", "vision", "image-to-text", "image-captioning", "image-text-to-text", "en", "arxiv:2301.12597", "license:mit", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/salesforce-blip2-opt-2-7b/", "history_url": "https://openmodelweights.com/models/salesforce-blip2-opt-2-7b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/salesforce-blip2-opt-2-7b.json" }, { "id": "almanach-camembert-base", "name": "camembert-base", "developer": "almanach", "family": "camembert", "variant": "camembert-base", "model": { "parameters": "0.111246B", "total_parameters_billions": 0.111246085, "context": { "value": 514, "display": "514 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "pytorch", "tf", "safetensors", "camembert", "fill-mask", "fr", "dataset:oscar", "arxiv:1911.03894", "license:mit", "endpoints_compatible", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.22, "fp8_int8": 0.11, "int4": 0.06 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/almanach/camembert-base", "lineage": { "family": "camembert", "variant": "camembert-base", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "fill-mask", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-06-23T14:02:30.000Z", "created_at": "2022-03-02T23:29:04.000Z", "downloads": 1026661, "likes": 105, "sha": "a75967561c78f2aa81cc41045378d3b4ee25af9e", "library_name": "transformers", "pipeline_tag": "fill-mask", "tags": [ "transformers", "pytorch", "tf", "safetensors", "camembert", "fill-mask", "fr", "dataset:oscar", "arxiv:1911.03894", "license:mit", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/almanach-camembert-base/", "history_url": "https://openmodelweights.com/models/almanach-camembert-base/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/almanach-camembert-base.json" }, { "id": "nlptown-bert-base-multilingual-uncased-sentiment", "name": "bert-base-multilingual-uncased-sentiment", "developer": "nlptown", "family": "bert-base-multilingual-uncased-sentiment", "variant": "bert-base-multilingual-uncased-sentiment", "model": { "parameters": "0.16736B", "total_parameters_billions": 0.167360261, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text Classification", "tags": [ "transformers", "pytorch", "tf", "jax", "safetensors", "bert", "text-classification", "en", "nl", "de", "fr", "it", "es", "doi:10.57967/hf/1515", "license:mit", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.33, "fp8_int8": 0.17, "int4": 0.08 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/nlptown/bert-base-multilingual-uncased-sentiment", "lineage": { "family": "bert-base-multilingual-uncased-sentiment", "variant": "bert-base-multilingual-uncased-sentiment", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-classification", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-01-02T20:13:01.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 646709, "likes": 487, "sha": "8f6f4e3a8f70be4b65d3a4a8762b6d781cda240d", "library_name": "transformers", "pipeline_tag": "text-classification", "tags": [ "transformers", "pytorch", "tf", "jax", "safetensors", "bert", "text-classification", "en", "nl", "de", "fr", "it", "es", "doi:10.57967/hf/1515", "license:mit", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/nlptown-bert-base-multilingual-uncased-sentiment/", "history_url": "https://openmodelweights.com/models/nlptown-bert-base-multilingual-uncased-sentiment/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/nlptown-bert-base-multilingual-uncased-sentiment.json" }, { "id": "prajjwal1-bert-tiny", "name": "bert-tiny", "developer": "prajjwal1", "family": "bert-tiny", "variant": "bert-tiny", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Not declared", "tags": [ "transformers", "pytorch", "BERT", "MNLI", "NLI", "transformer", "pre-training", "en", "arxiv:1908.08962", "arxiv:2110.01518", "license:mit", "endpoints_compatible", "region:us" ] }, "license": { "id": "['mit']", "name": "['mit']", "url": null, "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/prajjwal1/bert-tiny", "lineage": { "family": "bert-tiny", "variant": "bert-tiny", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": null, "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2021-10-27T18:29:01.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 922823, "likes": 148, "sha": "6f75de8b60a9f8a2fdf7b69cbd86d9e64bcb3837", "library_name": "transformers", "pipeline_tag": null, "tags": [ "transformers", "pytorch", "BERT", "MNLI", "NLI", "transformer", "pre-training", "en", "arxiv:1908.08962", "arxiv:2110.01518", "license:mit", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "unknown", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/prajjwal1-bert-tiny/", "history_url": "https://openmodelweights.com/models/prajjwal1-bert-tiny/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/prajjwal1-bert-tiny.json" }, { "id": "deepseek-ai-deepseek-r1-distill-qwen-32b", "name": "DeepSeek-R1-Distill-Qwen-32B", "developer": "DeepSeek", "family": "DeepSeek-R1-Distill-Qwen", "variant": "DeepSeek-R1-Distill-Qwen-32B", "model": { "parameters": "32.7639B", "total_parameters_billions": 32.763876352, "context": { "value": 131072, "display": "131,072 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "qwen2", "text-generation", "conversational", "arxiv:2501.12948", "license:mit", "text-generation-inference", "endpoints_compatible", "region:us", "deploy:sagemaker" ] }, "license": { "id": "mit", "name": "MIT", "url": "https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-32B/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": "https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-32B/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-32B/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 65.53, "fp8_int8": 32.76, "int4": 16.38 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-32B", "lineage": { "family": "DeepSeek-R1-Distill-Qwen", "variant": "DeepSeek-R1-Distill-Qwen-32B", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-02-24T03:31:29.000Z", "created_at": "2025-01-20T09:19:00.000Z", "downloads": 449261, "likes": 1630, "sha": "711ad2ea6aa40cfca18895e8aca02ab92df1a746", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "qwen2", "text-generation", "conversational", "arxiv:2501.12948", "license:mit", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/deepseek-ai-deepseek-r1-distill-qwen-32b/", "history_url": "https://openmodelweights.com/models/deepseek-ai-deepseek-r1-distill-qwen-32b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/deepseek-ai-deepseek-r1-distill-qwen-32b.json" }, { "id": "black-forest-labs-flux-1-kontext-dev", "name": "FLUX.1-Kontext-dev", "developer": "Black Forest Labs", "family": "FLUX.1-Kontext-dev", "variant": "FLUX.1-Kontext-dev", "model": { "parameters": "11.9014B", "total_parameters_billions": 11.90140832, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image → image", "tags": [ "diffusers", "safetensors", "image-generation", "flux", "diffusion-single-file", "image-to-image", "en", "arxiv:2506.15742", "license:other", "diffusers:FluxKontextPipeline", "region:us" ] }, "license": { "id": "other", "name": "flux-1-dev-non-commercial-license", "url": "https://huggingface.co/black-forest-labs/FLUX.1-Kontext-dev/blob/main/LICENSE.md", "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": "https://huggingface.co/black-forest-labs/FLUX.1-Kontext-dev/blob/main/LICENSE.md" }, "repository_license_files": [ "LICENSE.md" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/black-forest-labs/FLUX.1-Kontext-dev/blob/main/LICENSE.md" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 23.8, "fp8_int8": 11.9, "int4": 5.95 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/black-forest-labs/FLUX.1-Kontext-dev", "lineage": { "family": "FLUX.1-Kontext-dev", "variant": "FLUX.1-Kontext-dev", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Diffusers", "pipeline_tag": "image-to-image", "declared": [ "Diffusers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-01-01T15:35:36.000Z", "created_at": "2025-05-28T22:23:43.000Z", "downloads": 357773, "likes": 2863, "sha": "24e9dedc4ef646698dc8eb4e18ae2cec3c9fea0d", "library_name": "diffusers", "pipeline_tag": "image-to-image", "tags": [ "diffusers", "safetensors", "image-generation", "flux", "diffusion-single-file", "image-to-image", "en", "arxiv:2506.15742", "license:other", "diffusers:FluxKontextPipeline", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/black-forest-labs-flux-1-kontext-dev/", "history_url": "https://openmodelweights.com/models/black-forest-labs-flux-1-kontext-dev/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/black-forest-labs-flux-1-kontext-dev.json" }, { "id": "nvidia-cosmos-reason2-2b", "name": "Cosmos-Reason2-2B", "developer": "NVIDIA", "family": "Cosmos-Reason2", "variant": "Cosmos-Reason2-2B", "model": { "parameters": "2.4387B", "total_parameters_billions": 2.43869696, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image + text → text", "tags": [ "cosmos", "safetensors", "qwen3_vl", "nvidia", "conversational", "image-text-to-text", "arxiv:2503.06800", "arxiv:2406.10721", "arxiv:2603.18178", "arxiv:2312.14115", "base_model:Qwen/Qwen3-VL-2B-Instruct", "base_model:finetune:Qwen/Qwen3-VL-2B-Instruct", "license:other", "region:us" ] }, "license": { "id": "other", "name": "nvidia-open-model-license", "url": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-open-model-license", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercially usable subject to NVIDIA license conditions", "basis": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-open-model-license" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-open-model-license" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 4.88, "fp8_int8": 2.44, "int4": 1.22 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/nvidia/Cosmos-Reason2-2B", "lineage": { "family": "Cosmos-Reason2", "variant": "Cosmos-Reason2-2B", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3-VL-2B-Instruct" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "cosmos", "pipeline_tag": "image-text-to-text", "declared": [ "cosmos" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-04-30T03:14:52.000Z", "created_at": "2025-12-12T17:50:45.000Z", "downloads": 681480, "likes": 258, "sha": "9ce19a195e423419c349abfc86fd07178b230561", "library_name": "cosmos", "pipeline_tag": "image-text-to-text", "tags": [ "cosmos", "safetensors", "qwen3_vl", "nvidia", "conversational", "image-text-to-text", "arxiv:2503.06800", "arxiv:2406.10721", "arxiv:2603.18178", "arxiv:2312.14115", "base_model:Qwen/Qwen3-VL-2B-Instruct", "base_model:finetune:Qwen/Qwen3-VL-2B-Instruct", "license:other", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/nvidia-cosmos-reason2-2b/", "history_url": "https://openmodelweights.com/models/nvidia-cosmos-reason2-2b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/nvidia-cosmos-reason2-2b.json" }, { "id": "rundiffusion-juggernaut-xl-v9", "name": "Juggernaut-XL-v9", "developer": "RunDiffusion", "family": "Juggernaut-XL-v9", "variant": "Juggernaut-XL-v9", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text → image", "tags": [ "diffusers", "stable-diffusion", "stable-diffusion-xl", "sdxl", "text-to-image", "photorealistic", "photography", "cinematic", "portrait", "juggernaut", "rundiffusion", "kandooai", "en", "base_model:stabilityai/stable-diffusion-xl-base-1.0", "base_model:finetune:stabilityai/stable-diffusion-xl-base-1.0", "license:creativeml-openrail-m", "endpoints_compatible", "diffusers:StableDiffusionXLPipeline", "region:us" ] }, "license": { "id": "creativeml-openrail-m", "name": "creativeml-openrail-m", "url": null, "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/RunDiffusion/Juggernaut-XL-v9", "lineage": { "family": "Juggernaut-XL-v9", "variant": "Juggernaut-XL-v9", "base_model": { "status": "declared", "models": [ "stabilityai/stable-diffusion-xl-base-1.0" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Diffusers", "pipeline_tag": "text-to-image", "declared": [ "Diffusers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-05-08T17:14:44.000Z", "created_at": "2024-02-18T21:05:03.000Z", "downloads": 564665, "likes": 468, "sha": "cf419233522daa0b9ea36c3aff98fa2cab1fb0fb", "library_name": "diffusers", "pipeline_tag": "text-to-image", "tags": [ "diffusers", "stable-diffusion", "stable-diffusion-xl", "sdxl", "text-to-image", "photorealistic", "photography", "cinematic", "portrait", "juggernaut", "rundiffusion", "kandooai", "en", "base_model:stabilityai/stable-diffusion-xl-base-1.0", "base_model:finetune:stabilityai/stable-diffusion-xl-base-1.0", "license:creativeml-openrail-m", "endpoints_compatible", "diffusers:StableDiffusionXLPipeline", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/rundiffusion-juggernaut-xl-v9/", "history_url": "https://openmodelweights.com/models/rundiffusion-juggernaut-xl-v9/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/rundiffusion-juggernaut-xl-v9.json" }, { "id": "minimaxai-minimax-m2-5", "name": "MiniMax-M2.5", "developer": "MiniMax", "family": "MiniMax-M2.5", "variant": "MiniMax-M2.5", "model": { "parameters": "228.704B", "total_parameters_billions": 228.703644928, "context": { "value": 196608, "display": "196,608 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "minimax_m2", "text-generation", "conversational", "custom_code", "license:other", "eval-results", "endpoints_compatible", "fp8", "region:us", "deploy:sagemaker", "deploy:azure" ] }, "license": { "id": "other", "name": "modified-mit", "url": "https://github.com/MiniMax-AI/MiniMax-M2.5/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": "https://github.com/MiniMax-AI/MiniMax-M2.5/blob/main/LICENSE" }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": "https://github.com/MiniMax-AI/MiniMax-M2.5/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 457.41, "fp8_int8": 228.7, "int4": 114.35 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/MiniMaxAI/MiniMax-M2.5", "lineage": { "family": "MiniMax-M2.5", "variant": "MiniMax-M2.5", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-03-10T13:42:23.000Z", "created_at": "2026-02-12T06:05:24.000Z", "downloads": 410918, "likes": 1507, "sha": "f710177d938eff80b684d42c5aa84b382612f21f", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "minimax_m2", "text-generation", "conversational", "custom_code", "license:other", "eval-results", "endpoints_compatible", "fp8", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "unknown", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/minimaxai-minimax-m2-5/", "history_url": "https://openmodelweights.com/models/minimaxai-minimax-m2-5/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/minimaxai-minimax-m2-5.json" }, { "id": "google-gemma-4-e4b", "name": "gemma-4-E4B", "developer": "Google", "family": "gemma-4-E4B", "variant": "gemma-4-E4B", "model": { "parameters": "7.99616B", "total_parameters_billions": 7.99615649, "context": { "value": 131072, "display": "131,072 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Any To Any", "tags": [ "transformers", "safetensors", "gemma4", "image-text-to-text", "any-to-any", "arxiv:2607.02770", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://ai.google.dev/gemma/docs/gemma_4_license", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://ai.google.dev/gemma/docs/gemma_4_license" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://ai.google.dev/gemma/docs/gemma_4_license" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 15.99, "fp8_int8": 8.0, "int4": 4.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/google/gemma-4-E4B", "lineage": { "family": "gemma-4-E4B", "variant": "gemma-4-E4B", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "any-to-any", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "llama.cpp" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-07-15T16:40:09.000Z", "created_at": "2026-03-02T19:57:53.000Z", "downloads": 547384, "likes": 441, "sha": "411aa17b749aa952df1359d2dcea73917a544d9a", "library_name": "transformers", "pipeline_tag": "any-to-any", "tags": [ "transformers", "safetensors", "gemma4", "image-text-to-text", "any-to-any", "arxiv:2607.02770", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/google-gemma-4-e4b/", "history_url": "https://openmodelweights.com/models/google-gemma-4-e4b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/google-gemma-4-e4b.json" }, { "id": "qwen-qwen3-4b-instruct-2507-fp8", "name": "Qwen3-4B-Instruct-2507-FP8", "developer": "Qwen", "family": "Qwen3", "variant": "Qwen3-4B-Instruct-2507-FP8", "model": { "parameters": "4.41165B", "total_parameters_billions": 4.411646016, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "qwen3", "text-generation", "conversational", "arxiv:2505.09388", "base_model:Qwen/Qwen3-4B-Instruct-2507", "base_model:quantized:Qwen/Qwen3-4B-Instruct-2507", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "fp8", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3-4B-Instruct-2507-FP8/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3-4B-Instruct-2507-FP8/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3-4B-Instruct-2507-FP8/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 8.82, "fp8_int8": 4.41, "int4": 2.21 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3-4B-Instruct-2507-FP8", "lineage": { "family": "Qwen3", "variant": "Qwen3-4B-Instruct-2507-FP8", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3-4B-Instruct-2507" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "MLX", "Ollama", "SGLang", "llama.cpp", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-09-17T06:57:02.000Z", "created_at": "2025-08-06T06:51:43.000Z", "downloads": 1073306, "likes": 84, "sha": "8591804019c8b22094c3b5b4454e0edc05dffc98", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "qwen3", "text-generation", "conversational", "arxiv:2505.09388", "base_model:Qwen/Qwen3-4B-Instruct-2507", "base_model:quantized:Qwen/Qwen3-4B-Instruct-2507", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "fp8", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen3-4b-instruct-2507-fp8/", "history_url": "https://openmodelweights.com/models/qwen-qwen3-4b-instruct-2507-fp8/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen3-4b-instruct-2507-fp8.json" }, { "id": "microsoft-florence-2-large", "name": "Florence-2-large", "developer": "Microsoft", "family": "Florence-2-large", "variant": "Florence-2-large", "model": { "parameters": "0.776721B", "total_parameters_billions": 0.776721497, "context": { "value": 4096, "display": "4,096 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "pytorch", "safetensors", "florence2", "image-text-to-text", "vision", "custom_code", "arxiv:2311.06242", "license:mit", "endpoints_compatible", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": "https://huggingface.co/microsoft/Florence-2-large/resolve/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": "https://huggingface.co/microsoft/Florence-2-large/resolve/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/microsoft/Florence-2-large/resolve/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1.55, "fp8_int8": 0.78, "int4": 0.39 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/microsoft/Florence-2-large", "lineage": { "family": "Florence-2-large", "variant": "Florence-2-large", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-08-04T17:09:36.000Z", "created_at": "2024-06-15T00:34:55.000Z", "downloads": 412209, "likes": 1865, "sha": "21a599d414c4d928c9032694c424fb94458e3594", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "pytorch", "safetensors", "florence2", "image-text-to-text", "vision", "custom_code", "arxiv:2311.06242", "license:mit", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/microsoft-florence-2-large/", "history_url": "https://openmodelweights.com/models/microsoft-florence-2-large/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/microsoft-florence-2-large.json" }, { "id": "deepset-roberta-base-squad2", "name": "roberta-base-squad2", "developer": "deepset", "family": "roberta-base-squad2", "variant": "roberta-base-squad2", "model": { "parameters": "0.124057B", "total_parameters_billions": 0.124057092, "context": { "value": 514, "display": "514 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Question Answering", "tags": [ "transformers", "pytorch", "tf", "jax", "rust", "safetensors", "roberta", "question-answering", "en", "dataset:squad_v2", "base_model:FacebookAI/roberta-base", "base_model:finetune:FacebookAI/roberta-base", "license:cc-by-4.0", "model-index", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "cc-by-4.0", "name": "CC BY 4.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed with attribution under CC BY 4.0", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.25, "fp8_int8": 0.12, "int4": 0.06 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/deepset/roberta-base-squad2", "lineage": { "family": "roberta-base-squad2", "variant": "roberta-base-squad2", "base_model": { "status": "declared", "models": [ "FacebookAI/roberta-base" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "question-answering", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-09-24T15:48:47.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 496602, "likes": 960, "sha": "adc3b06f79f797d1c575d5479d6f5efe54a9e3b4", "library_name": "transformers", "pipeline_tag": "question-answering", "tags": [ "transformers", "pytorch", "tf", "jax", "rust", "safetensors", "roberta", "question-answering", "en", "dataset:squad_v2", "base_model:FacebookAI/roberta-base", "base_model:finetune:FacebookAI/roberta-base", "license:cc-by-4.0", "model-index", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/deepset-roberta-base-squad2/", "history_url": "https://openmodelweights.com/models/deepset-roberta-base-squad2/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/deepset-roberta-base-squad2.json" }, { "id": "eleutherai-pythia-70m-deduped", "name": "pythia-70m-deduped", "developer": "EleutherAI", "family": "pythia", "variant": "pythia-70m-deduped", "model": { "parameters": "0.0955925B", "total_parameters_billions": 0.095592496, "context": { "value": 2048, "display": "2,048 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "pytorch", "safetensors", "gpt_neox", "text-generation", "causal-lm", "pythia", "en", "dataset:EleutherAI/the_pile_deduplicated", "arxiv:2304.01373", "arxiv:2101.00027", "arxiv:2201.07311", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "region:us", "deploy:sagemaker", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.19, "fp8_int8": 0.1, "int4": 0.05 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/EleutherAI/pythia-70m-deduped", "lineage": { "family": "pythia", "variant": "pythia-70m-deduped", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-07-09T16:07:33.000Z", "created_at": "2023-02-13T16:01:41.000Z", "downloads": 1390904, "likes": 30, "sha": "e93a9faa9c77e5d09219f6c868bfc7a1bd65593c", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "pytorch", "safetensors", "gpt_neox", "text-generation", "causal-lm", "pythia", "en", "dataset:EleutherAI/the_pile_deduplicated", "arxiv:2304.01373", "arxiv:2101.00027", "arxiv:2201.07311", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/eleutherai-pythia-70m-deduped/", "history_url": "https://openmodelweights.com/models/eleutherai-pythia-70m-deduped/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/eleutherai-pythia-70m-deduped.json" }, { "id": "moonshotai-kimi-k2-instruct", "name": "Kimi-K2-Instruct", "developer": "Moonshot AI", "family": "Kimi-K2", "variant": "Kimi-K2-Instruct", "model": { "parameters": "1026.41B", "total_parameters_billions": 1026.408235864, "context": { "value": 131072, "display": "131,072 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "kimi_k2", "text-generation", "conversational", "custom_code", "doi:10.57967/hf/5976", "license:other", "eval-results", "endpoints_compatible", "fp8", "region:us" ] }, "license": { "id": "other", "name": "Mistral Modified MIT License", "url": "https://huggingface.co/moonshotai/Kimi-K2-Instruct/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed-with-revenue-condition", "label": "Commercial use allowed, but the license restricts companies above its revenue threshold without a separate license", "basis": "https://huggingface.co/moonshotai/Kimi-K2-Instruct/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/moonshotai/Kimi-K2-Instruct/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 2052.82, "fp8_int8": 1026.41, "int4": 513.2 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/moonshotai/Kimi-K2-Instruct", "lineage": { "family": "Kimi-K2", "variant": "Kimi-K2-Instruct", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "TensorRT-LLM", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-04-23T02:08:36.000Z", "created_at": "2025-07-11T00:55:12.000Z", "downloads": 310502, "likes": 2990, "sha": "fd1984e2b7a3350dbf7305fe73a4ede25c14de50", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "kimi_k2", "text-generation", "conversational", "custom_code", "doi:10.57967/hf/5976", "license:other", "eval-results", "endpoints_compatible", "fp8", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/moonshotai-kimi-k2-instruct/", "history_url": "https://openmodelweights.com/models/moonshotai-kimi-k2-instruct/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/moonshotai-kimi-k2-instruct.json" }, { "id": "inferact-qwen3-8-27b-nvfp4", "name": "Qwen3.8-27B-NVFP4", "developer": "Inferact", "family": "Qwen3.8", "variant": "Qwen3.8-27B-NVFP4", "model": { "parameters": "17.6312B", "total_parameters_billions": 17.631212272, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "qwen3_5", "image-text-to-text", "conversational", "base_model:Qwen/Qwen3.8-27B", "base_model:quantized:Qwen/Qwen3.8-27B", "license:apache-2.0", "endpoints_compatible", "8-bit", "modelopt", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Inferact/Qwen3.8-27B-NVFP4/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Inferact/Qwen3.8-27B-NVFP4/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Inferact/Qwen3.8-27B-NVFP4/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 35.26, "fp8_int8": 17.63, "int4": 8.82 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Inferact/Qwen3.8-27B-NVFP4", "lineage": { "family": "Qwen3.8", "variant": "Qwen3.8-27B-NVFP4", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3.8-27B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-14T14:29:49.000Z", "created_at": "2026-08-13T16:25:38.000Z", "downloads": 1278454, "likes": 20, "sha": "6128240ebaf4eaa7bad2b3d1c72c37d677c5f462", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen3_5", "image-text-to-text", "conversational", "base_model:Qwen/Qwen3.8-27B", "base_model:quantized:Qwen/Qwen3.8-27B", "license:apache-2.0", "endpoints_compatible", "8-bit", "modelopt", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/inferact-qwen3-8-27b-nvfp4/", "history_url": "https://openmodelweights.com/models/inferact-qwen3-8-27b-nvfp4/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/inferact-qwen3-8-27b-nvfp4.json" }, { "id": "bytedance-seed-ui-tars-1-5-7b", "name": "UI-TARS-1.5-7B", "developer": "ByteDance-Seed", "family": "UI-TARS-1.5", "variant": "UI-TARS-1.5-7B", "model": { "parameters": "8.29217B", "total_parameters_billions": 8.292166656, "context": { "value": 128000, "display": "128,000 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "qwen2_5_vl", "image-text-to-text", "multimodal", "gui", "conversational", "en", "arxiv:2501.12326", "arxiv:2404.07972", "arxiv:2409.08264", "arxiv:2401.13919", "arxiv:2504.01382", "arxiv:2405.14573", "arxiv:2410.23218", "arxiv:2504.07981", "license:apache-2.0", "eval-results", "text-generation-inference", "endpoints_compatible" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 16.58, "fp8_int8": 8.29, "int4": 4.15 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/ByteDance-Seed/UI-TARS-1.5-7B", "lineage": { "family": "UI-TARS-1.5", "variant": "UI-TARS-1.5-7B", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-04-18T01:35:38.000Z", "created_at": "2025-04-16T09:40:50.000Z", "downloads": 565457, "likes": 607, "sha": "683d002dd99d8f95104d31e70391a39348857f4e", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen2_5_vl", "image-text-to-text", "multimodal", "gui", "conversational", "en", "arxiv:2501.12326", "arxiv:2404.07972", "arxiv:2409.08264", "arxiv:2401.13919", "arxiv:2504.01382", "arxiv:2405.14573", "arxiv:2410.23218", "arxiv:2504.07981", "license:apache-2.0", "eval-results", "text-generation-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/bytedance-seed-ui-tars-1-5-7b/", "history_url": "https://openmodelweights.com/models/bytedance-seed-ui-tars-1-5-7b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/bytedance-seed-ui-tars-1-5-7b.json" }, { "id": "nvidia-bigvgan-v2-22khz-80band-256x", "name": "bigvgan_v2_22khz_80band_256x", "developer": "NVIDIA", "family": "bigvgan_v2_22khz_80band_256x", "variant": "bigvgan_v2_22khz_80band_256x", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Audio To Audio", "tags": [ "PyTorch", "neural-vocoder", "audio-generation", "audio-to-audio", "arxiv:2206.04658", "license:mit", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": "https://huggingface.co/nvidia/BigVGAN/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": "https://huggingface.co/nvidia/BigVGAN/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": "https://huggingface.co/nvidia/BigVGAN/blob/main/LICENSE" } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/nvidia/bigvgan_v2_22khz_80band_256x", "lineage": { "family": "bigvgan_v2_22khz_80band_256x", "variant": "bigvgan_v2_22khz_80band_256x", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "PyTorch", "pipeline_tag": "audio-to-audio", "declared": [ "PyTorch" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-09-05T03:36:23.000Z", "created_at": "2024-07-15T14:07:18.000Z", "downloads": 1341731, "likes": 33, "sha": "633ff708ed5b74903e86ff1298cf4a98e921c513", "library_name": "PyTorch", "pipeline_tag": "audio-to-audio", "tags": [ "PyTorch", "neural-vocoder", "audio-generation", "audio-to-audio", "arxiv:2206.04658", "license:mit", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/nvidia-bigvgan-v2-22khz-80band-256x/", "history_url": "https://openmodelweights.com/models/nvidia-bigvgan-v2-22khz-80band-256x/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/nvidia-bigvgan-v2-22khz-80band-256x.json" }, { "id": "google-gemma-3-12b-it", "name": "gemma-3-12b-it", "developer": "Google", "family": "gemma-3", "variant": "gemma-3-12b-it", "model": { "parameters": "12.1873B", "total_parameters_billions": 12.18732504, "context": { "value": 128000, "display": "128,000 tokens", "status": "verified", "evidence": [ { "source": "README.md", "detail": "explicit context statement" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "gemma3", "image-text-to-text", "conversational", "arxiv:1905.07830", "arxiv:1905.10044", "arxiv:1911.11641", "arxiv:1904.09728", "arxiv:1705.03551", "arxiv:1911.01547", "arxiv:1907.10641", "arxiv:1903.00161", "arxiv:2009.03300", "arxiv:2304.06364", "arxiv:2103.03874", "arxiv:2110.14168", "arxiv:2311.12022", "arxiv:2108.07732", "arxiv:2107.03374" ] }, "license": { "id": "gemma", "name": "gemma", "url": "https://ai.google.dev/gemma/terms", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use permitted subject to Gemma Terms", "basis": "https://ai.google.dev/gemma/terms" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://ai.google.dev/gemma/terms" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 24.37, "fp8_int8": 12.19, "int4": 6.09 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/google/gemma-3-12b-it", "lineage": { "family": "gemma-3", "variant": "gemma-3-12b-it", "base_model": { "status": "declared", "models": [ "google/gemma-3-12b-pt" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-03-21T20:28:56.000Z", "created_at": "2025-03-01T19:11:34.000Z", "downloads": 505175, "likes": 846, "sha": "96b6f1eccf38110c56df3a15bffe176da04bfd80", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "gemma3", "image-text-to-text", "conversational", "arxiv:1905.07830", "arxiv:1905.10044", "arxiv:1911.11641", "arxiv:1904.09728", "arxiv:1705.03551", "arxiv:1911.01547", "arxiv:1907.10641", "arxiv:1903.00161", "arxiv:2009.03300", "arxiv:2304.06364", "arxiv:2103.03874", "arxiv:2110.14168", "arxiv:2311.12022", "arxiv:2108.07732", "arxiv:2107.03374", "arxiv:2210.03057", "arxiv:2106.03193", "arxiv:1910.11856", "arxiv:2502.12404", "arxiv:2502.21228", "arxiv:2404.16816", "arxiv:2104.12756", "arxiv:2311.16502", "arxiv:2203.10244", "arxiv:2404.12390", "arxiv:1810.12440", "arxiv:1908.02660", "arxiv:2312.11805", "base_model:google/gemma-3-12b-pt", "base_model:finetune:google/gemma-3-12b-pt", "license:gemma", "eval-results", "text-generation-inference", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/google-gemma-3-12b-it/", "history_url": "https://openmodelweights.com/models/google-gemma-3-12b-it/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/google-gemma-3-12b-it.json" }, { "id": "protectai-deberta-v3-base-prompt-injection-v2", "name": "deberta-v3-base-prompt-injection-v2", "developer": "protectai", "family": "deberta-v3-base-prompt-injection-v2", "variant": "deberta-v3-base-prompt-injection-v2", "model": { "parameters": "0.184424B", "total_parameters_billions": 0.184423682, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text Classification", "tags": [ "transformers", "onnx", "safetensors", "deberta-v2", "text-classification", "prompt-injection", "injection", "security", "llm-security", "generated_from_trainer", "en", "dataset:natolambert/xstest-v2-copy", "dataset:VMware/open-instruct", "dataset:alespalla/chatbot_instruction_prompts", "dataset:HuggingFaceH4/grok-conversation-harmless", "dataset:Harelix/Prompt-Injection-Mixed-Techniques-2024", "dataset:OpenSafetyLab/Salad-Data", "dataset:jackhhao/jailbreak-classification", "base_model:microsoft/deberta-v3-base", "base_model:quantized:microsoft/deberta-v3-base" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/protectai/deberta-v3-base-prompt-injection-v2/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/protectai/deberta-v3-base-prompt-injection-v2/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/protectai/deberta-v3-base-prompt-injection-v2/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.37, "fp8_int8": 0.18, "int4": 0.09 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/protectai/deberta-v3-base-prompt-injection-v2", "lineage": { "family": "deberta-v3-base-prompt-injection-v2", "variant": "deberta-v3-base-prompt-injection-v2", "base_model": { "status": "declared", "models": [ "microsoft/deberta-v3-base" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-classification", "declared": [ "ONNX Runtime", "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-07-09T16:01:38.000Z", "created_at": "2024-04-20T16:52:22.000Z", "downloads": 760514, "likes": 119, "sha": "90c9989b1a342275dd0d1a95aad283c04e075671", "library_name": "transformers", "pipeline_tag": "text-classification", "tags": [ "transformers", "onnx", "safetensors", "deberta-v2", "text-classification", "prompt-injection", "injection", "security", "llm-security", "generated_from_trainer", "en", "dataset:natolambert/xstest-v2-copy", "dataset:VMware/open-instruct", "dataset:alespalla/chatbot_instruction_prompts", "dataset:HuggingFaceH4/grok-conversation-harmless", "dataset:Harelix/Prompt-Injection-Mixed-Techniques-2024", "dataset:OpenSafetyLab/Salad-Data", "dataset:jackhhao/jailbreak-classification", "base_model:microsoft/deberta-v3-base", "base_model:quantized:microsoft/deberta-v3-base", "license:apache-2.0", "text-embeddings-inference", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "recipe-or-training-files-present", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/protectai-deberta-v3-base-prompt-injection-v2/", "history_url": "https://openmodelweights.com/models/protectai-deberta-v3-base-prompt-injection-v2/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/protectai-deberta-v3-base-prompt-injection-v2.json" }, { "id": "nvidia-glm-5-2-nvfp4", "name": "GLM-5.2-NVFP4", "developer": "NVIDIA", "family": "GLM-5.2-NVFP4", "variant": "GLM-5.2-NVFP4", "model": { "parameters": "380.989B", "total_parameters_billions": 380.989135104, "context": { "value": 1048576, "display": "1,048,576 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "Model Optimizer", "safetensors", "glm_moe_dsa", "nvidia", "ModelOpt", "GLM-5", "quantized", "4-bit precision", "FP4", "fp4", "text-generation", "conversational", "base_model:zai-org/GLM-5.2", "base_model:quantized:zai-org/GLM-5.2", "license:mit", "8-bit", "modelopt", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 761.98, "fp8_int8": 380.99, "int4": 190.49 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/nvidia/GLM-5.2-NVFP4", "lineage": { "family": "GLM-5.2-NVFP4", "variant": "GLM-5.2-NVFP4", "base_model": { "status": "declared", "models": [ "zai-org/GLM-5.2" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Model Optimizer", "pipeline_tag": "text-generation", "declared": [ "Model Optimizer" ], "mentioned_in_model_card": [ "SGLang", "Transformers", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-31T15:59:10.000Z", "created_at": "2026-06-22T19:55:57.000Z", "downloads": 543833, "likes": 323, "sha": "53e0691e21895a3863a606dfd12910c69eba94ab", "library_name": "Model Optimizer", "pipeline_tag": "text-generation", "tags": [ "Model Optimizer", "safetensors", "glm_moe_dsa", "nvidia", "ModelOpt", "GLM-5", "quantized", "4-bit precision", "FP4", "fp4", "text-generation", "conversational", "base_model:zai-org/GLM-5.2", "base_model:quantized:zai-org/GLM-5.2", "license:mit", "8-bit", "modelopt", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/nvidia-glm-5-2-nvfp4/", "history_url": "https://openmodelweights.com/models/nvidia-glm-5-2-nvfp4/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/nvidia-glm-5-2-nvfp4.json" }, { "id": "onnx-community-kokoro-82m-v1-0-onnx", "name": "Kokoro-82M-v1.0-ONNX", "developer": "onnx-community", "family": "Kokoro", "variant": "Kokoro-82M-v1.0-ONNX", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "README.md", "detail": "explicit context statement" } ] }, "modality": "Text → audio", "tags": [ "transformers.js", "onnx", "style_text_to_speech_2", "text-to-speech", "en", "base_model:hexgrad/Kokoro-82M", "base_model:quantized:hexgrad/Kokoro-82M", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch", "ONNX" ], "repository": "https://huggingface.co/onnx-community/Kokoro-82M-v1.0-ONNX", "lineage": { "family": "Kokoro", "variant": "Kokoro-82M-v1.0-ONNX", "base_model": { "status": "declared", "models": [ "hexgrad/Kokoro-82M" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "transformers.js", "pipeline_tag": "text-to-speech", "declared": [ "ONNX Runtime", "transformers.js" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-02-08T12:15:27.000Z", "created_at": "2025-02-07T11:07:04.000Z", "downloads": 709814, "likes": 267, "sha": "1939ad2a8e416c0acfeecc08a694d14ef25f2231", "library_name": "transformers.js", "pipeline_tag": "text-to-speech", "tags": [ "transformers.js", "onnx", "style_text_to_speech_2", "text-to-speech", "en", "base_model:hexgrad/Kokoro-82M", "base_model:quantized:hexgrad/Kokoro-82M", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/onnx-community-kokoro-82m-v1-0-onnx/", "history_url": "https://openmodelweights.com/models/onnx-community-kokoro-82m-v1-0-onnx/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/onnx-community-kokoro-82m-v1-0-onnx.json" }, { "id": "sshleifer-tiny-gpt2", "name": "tiny-gpt2", "developer": "sshleifer", "family": "tiny-gpt2", "variant": "tiny-gpt2", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text", "tags": [ "transformers", "pytorch", "tf", "jax", "gpt2", "text-generation", "text-generation-inference", "endpoints_compatible", "region:us" ] }, "license": { "id": null, "name": "Not declared in model-card metadata", "url": null, "status": "not-disclosed", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/sshleifer/tiny-gpt2", "lineage": { "family": "tiny-gpt2", "variant": "tiny-gpt2", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2021-05-23T12:55:11.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 1278230, "likes": 36, "sha": "5f91d94bd9cd7190a9f3216ff93cd1dd95f2c7be", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "pytorch", "tf", "jax", "gpt2", "text-generation", "text-generation-inference", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": false, "config_accessible": true, "fields": { "license": "not-disclosed", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/sshleifer-tiny-gpt2/", "history_url": "https://openmodelweights.com/models/sshleifer-tiny-gpt2/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/sshleifer-tiny-gpt2.json" }, { "id": "qwen-qwen3-5-122b-a10b", "name": "Qwen3.5-122B-A10B", "developer": "Qwen", "family": "Qwen3.5", "variant": "Qwen3.5-122B-A10B", "model": { "parameters": "125.086B", "total_parameters_billions": 125.086497008, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "qwen3_5_moe", "image-text-to-text", "conversational", "license:apache-2.0", "eval-results", "endpoints_compatible", "region:us", "deploy:azure", "deploy:sagemaker" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3.5-122B-A10B/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3.5-122B-A10B/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3.5-122B-A10B/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 250.17, "fp8_int8": 125.09, "int4": 62.54 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3.5-122B-A10B", "lineage": { "family": "Qwen3.5", "variant": "Qwen3.5-122B-A10B", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-04-24T03:55:23.000Z", "created_at": "2026-02-24T09:43:37.000Z", "downloads": 480910, "likes": 624, "sha": "dc4d348443bc740c68e2d77492492c11606384d5", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen3_5_moe", "image-text-to-text", "conversational", "license:apache-2.0", "eval-results", "endpoints_compatible", "deploy:azure", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen3-5-122b-a10b/", "history_url": "https://openmodelweights.com/models/qwen-qwen3-5-122b-a10b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen3-5-122b-a10b.json" }, { "id": "distil-whisper-distil-large-v3", "name": "distil-large-v3", "developer": "distil-whisper", "family": "distil-large-v3", "variant": "distil-large-v3", "model": { "parameters": "0.756406B", "total_parameters_billions": 0.75640576, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Audio → text", "tags": [ "transformers", "jax", "tensorboard", "onnx", "safetensors", "whisper", "automatic-speech-recognition", "audio", "transformers.js", "en", "arxiv:2311.00430", "arxiv:2210.13352", "license:mit", "eval-results", "endpoints_compatible", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1.51, "fp8_int8": 0.76, "int4": 0.38 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "ONNX" ], "repository": "https://huggingface.co/distil-whisper/distil-large-v3", "lineage": { "family": "distil-large-v3", "variant": "distil-large-v3", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "automatic-speech-recognition", "declared": [ "ONNX Runtime", "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-04-21T08:00:18.000Z", "created_at": "2024-03-21T12:10:42.000Z", "downloads": 557562, "likes": 383, "sha": "8031d2e6ce6631b7fc45629dddfc00271116d981", "library_name": "transformers", "pipeline_tag": "automatic-speech-recognition", "tags": [ "transformers", "jax", "tensorboard", "onnx", "safetensors", "whisper", "automatic-speech-recognition", "audio", "transformers.js", "en", "arxiv:2311.00430", "arxiv:2210.13352", "license:mit", "eval-results", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/distil-whisper-distil-large-v3/", "history_url": "https://openmodelweights.com/models/distil-whisper-distil-large-v3/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/distil-whisper-distil-large-v3.json" }, { "id": "laion-clip-vit-h-14-laion2b-s32b-b79k", "name": "CLIP-ViT-H-14-laion2B-s32B-b79K", "developer": "laion", "family": "CLIP-ViT-H-14-laion2B-s32B-b79K", "variant": "CLIP-ViT-H-14-laion2B-s32B-b79K", "model": { "parameters": "0.98611B", "total_parameters_billions": 0.986109774, "context": { "value": 77, "display": "77 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Zero Shot Image Classification", "tags": [ "open_clip", "pytorch", "safetensors", "clip", "zero-shot-image-classification", "arxiv:1910.04867", "license:mit", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1.97, "fp8_int8": 0.99, "int4": 0.49 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/laion/CLIP-ViT-H-14-laion2B-s32B-b79K", "lineage": { "family": "CLIP-ViT-H-14-laion2B-s32B-b79K", "variant": "CLIP-ViT-H-14-laion2B-s32B-b79K", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "open_clip", "pipeline_tag": "zero-shot-image-classification", "declared": [ "open_clip" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-01-22T04:38:44.000Z", "created_at": "2022-09-14T22:52:28.000Z", "downloads": 589522, "likes": 484, "sha": "1c2b8495b28150b8a4922ee1c8edee224c284c0c", "library_name": "open_clip", "pipeline_tag": "zero-shot-image-classification", "tags": [ "open_clip", "pytorch", "safetensors", "clip", "zero-shot-image-classification", "arxiv:1910.04867", "license:mit", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/laion-clip-vit-h-14-laion2b-s32b-b79k/", "history_url": "https://openmodelweights.com/models/laion-clip-vit-h-14-laion2b-s32b-b79k/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/laion-clip-vit-h-14-laion2b-s32b-b79k.json" }, { "id": "cidas-clipseg-rd64-refined", "name": "clipseg-rd64-refined", "developer": "CIDAS", "family": "clipseg-rd64-refined", "variant": "clipseg-rd64-refined", "model": { "parameters": "0.150748B", "total_parameters_billions": 0.150748019, "context": { "value": 77, "display": "77 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image", "tags": [ "transformers", "pytorch", "safetensors", "clipseg", "vision", "image-segmentation", "arxiv:2112.10003", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.3, "fp8_int8": 0.15, "int4": 0.08 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/CIDAS/clipseg-rd64-refined", "lineage": { "family": "clipseg-rd64-refined", "variant": "clipseg-rd64-refined", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-segmentation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-12-11T09:46:10.000Z", "created_at": "2022-11-01T14:25:57.000Z", "downloads": 849302, "likes": 142, "sha": "999e0328d9e10b484360c477313983f9afdd7050", "library_name": "transformers", "pipeline_tag": "image-segmentation", "tags": [ "transformers", "pytorch", "safetensors", "clipseg", "vision", "image-segmentation", "arxiv:2112.10003", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/cidas-clipseg-rd64-refined/", "history_url": "https://openmodelweights.com/models/cidas-clipseg-rd64-refined/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/cidas-clipseg-rd64-refined.json" }, { "id": "openai-privacy-filter", "name": "privacy-filter", "developer": "OpenAI", "family": "privacy-filter", "variant": "privacy-filter", "model": { "parameters": "1.39949B", "total_parameters_billions": 1.399486865, "context": { "value": 131072, "display": "131,072 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "onnx", "safetensors", "openai_privacy_filter", "token-classification", "transformers.js", "license:apache-2.0", "endpoints_compatible", "deploy:sagemaker", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 2.8, "fp8_int8": 1.4, "int4": 0.7 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "ONNX" ], "repository": "https://huggingface.co/openai/privacy-filter", "lineage": { "family": "privacy-filter", "variant": "privacy-filter", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "token-classification", "declared": [ "ONNX Runtime", "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-04-22T16:50:17.000Z", "created_at": "2026-04-17T21:38:35.000Z", "downloads": 350242, "likes": 1780, "sha": "7ffa9a043d54d1be65afb281eddf0ffbe629385b", "library_name": "transformers", "pipeline_tag": "token-classification", "tags": [ "transformers", "onnx", "safetensors", "openai_privacy_filter", "token-classification", "transformers.js", "license:apache-2.0", "endpoints_compatible", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/openai-privacy-filter/", "history_url": "https://openmodelweights.com/models/openai-privacy-filter/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/openai-privacy-filter.json" }, { "id": "qwen-qwen3-0-6b-base", "name": "Qwen3-0.6B-Base", "developer": "Qwen", "family": "Qwen3", "variant": "Qwen3-0.6B-Base", "model": { "parameters": "0.59605B", "total_parameters_billions": 0.59604992, "context": { "value": 32768, "display": "32,768 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "qwen3", "text-generation", "conversational", "arxiv:2505.09388", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3-0.6B-Base/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3-0.6B-Base/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3-0.6B-Base/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1.19, "fp8_int8": 0.6, "int4": 0.3 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3-0.6B-Base", "lineage": { "family": "Qwen3", "variant": "Qwen3-0.6B-Base", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-07-26T03:45:42.000Z", "created_at": "2025-04-28T05:09:54.000Z", "downloads": 763404, "likes": 200, "sha": "da87bfb608c14b7cf20ba1ce41287e8de496c0cd", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "qwen3", "text-generation", "conversational", "arxiv:2505.09388", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen3-0-6b-base/", "history_url": "https://openmodelweights.com/models/qwen-qwen3-0-6b-base/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen3-0-6b-base.json" }, { "id": "amazon-chronos-bolt-base", "name": "chronos-bolt-base", "developer": "amazon", "family": "chronos-bolt", "variant": "chronos-bolt-base", "model": { "parameters": "0.205293B", "total_parameters_billions": 0.205292928, "context": { "value": 2048, "display": "2,048 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "chronos_config.context_length" } ] }, "modality": "Time Series Forecasting", "tags": [ "chronos-forecasting", "safetensors", "t5", "time series", "forecasting", "pretrained models", "foundation models", "time series foundation models", "time-series", "time-series-forecasting", "arxiv:1910.10683", "arxiv:2403.07815", "license:apache-2.0", "region:us", "deploy:sagemaker" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.41, "fp8_int8": 0.21, "int4": 0.1 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/amazon/chronos-bolt-base", "lineage": { "family": "chronos-bolt", "variant": "chronos-bolt-base", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "chronos-forecasting", "pipeline_tag": "time-series-forecasting", "declared": [ "chronos-forecasting" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-11-21T12:53:22.000Z", "created_at": "2024-11-25T09:47:43.000Z", "downloads": 924308, "likes": 94, "sha": "5d9f166d69f47aef3401367a7b842e78fe97b121", "library_name": "chronos-forecasting", "pipeline_tag": "time-series-forecasting", "tags": [ "chronos-forecasting", "safetensors", "t5", "time series", "forecasting", "pretrained models", "foundation models", "time series foundation models", "time-series", "time-series-forecasting", "arxiv:1910.10683", "arxiv:2403.07815", "license:apache-2.0", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/amazon-chronos-bolt-base/", "history_url": "https://openmodelweights.com/models/amazon-chronos-bolt-base/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/amazon-chronos-bolt-base.json" }, { "id": "nvidia-nemotron-3-nano-omni-30b-a3b-reasoning-nvfp4", "name": "Nemotron-3-Nano-Omni-30B-A3B-Reasoning-NVFP4", "developer": "NVIDIA", "family": "Nemotron-3-Nano-Omni", "variant": "Nemotron-3-Nano-Omni-30B-A3B-Reasoning-NVFP4", "model": { "parameters": "18.3263B", "total_parameters_billions": 18.326275008, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "llm_config.max_position_embeddings" } ] }, "modality": "Any To Any", "tags": [ "transformers", "safetensors", "NemotronH_Nano_Omni_Reasoning_V3", "feature-extraction", "nvidia", "pytorch", "multimodal", "any-to-any", "custom_code", "dataset:nvidia/Nemotron-Image-Training-v3", "arxiv:2604.24954", "base_model:nvidia/Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF16", "base_model:quantized:nvidia/Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF16", "license:other", "8-bit", "modelopt", "deploy:azure", "region:us" ] }, "license": { "id": "other", "name": "nvidia-open-model-agreement", "url": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-open-model-agreement/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercially usable subject to NVIDIA license conditions", "basis": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-open-model-agreement/" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-open-model-agreement/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 36.65, "fp8_int8": 18.33, "int4": 9.16 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/nvidia/Nemotron-3-Nano-Omni-30B-A3B-Reasoning-NVFP4", "lineage": { "family": "Nemotron-3-Nano-Omni", "variant": "Nemotron-3-Nano-Omni-30B-A3B-Reasoning-NVFP4", "base_model": { "status": "declared", "models": [ "nvidia/Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF16" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "any-to-any", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "NeMo", "Ollama", "SGLang", "TensorRT-LLM", "llama.cpp", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-24T23:49:42.000Z", "created_at": "2026-04-24T16:09:58.000Z", "downloads": 621536, "likes": 197, "sha": "16993199e436da4ba75ddc410855f87e0d996ee6", "library_name": "transformers", "pipeline_tag": "any-to-any", "tags": [ "transformers", "safetensors", "NemotronH_Nano_Omni_Reasoning_V3", "feature-extraction", "nvidia", "pytorch", "multimodal", "any-to-any", "custom_code", "dataset:nvidia/Nemotron-Image-Training-v3", "arxiv:2604.24954", "base_model:nvidia/Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF16", "base_model:quantized:nvidia/Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF16", "license:other", "8-bit", "modelopt", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/nvidia-nemotron-3-nano-omni-30b-a3b-reasoning-nvfp4/", "history_url": "https://openmodelweights.com/models/nvidia-nemotron-3-nano-omni-30b-a3b-reasoning-nvfp4/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/nvidia-nemotron-3-nano-omni-30b-a3b-reasoning-nvfp4.json" }, { "id": "qwen-qwen3-235b-a22b", "name": "Qwen3-235B-A22B", "developer": "Qwen", "family": "Qwen3", "variant": "Qwen3-235B-A22B", "model": { "parameters": "235.094B", "total_parameters_billions": 235.09363456, "context": { "value": 40960, "display": "40,960 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "qwen3_moe", "text-generation", "conversational", "arxiv:2309.00071", "arxiv:2505.09388", "license:apache-2.0", "eval-results", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3-235B-A22B/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3-235B-A22B/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3-235B-A22B/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 470.19, "fp8_int8": 235.09, "int4": 117.55 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3-235B-A22B", "lineage": { "family": "Qwen3", "variant": "Qwen3-235B-A22B", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "MLX", "Ollama", "SGLang", "llama.cpp", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-07-26T03:45:13.000Z", "created_at": "2025-04-27T03:53:46.000Z", "downloads": 454104, "likes": 1111, "sha": "8efa61729e24bd65b1d152b5ab5409052aa80e65", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "qwen3_moe", "text-generation", "conversational", "arxiv:2309.00071", "arxiv:2505.09388", "license:apache-2.0", "eval-results", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen3-235b-a22b/", "history_url": "https://openmodelweights.com/models/qwen-qwen3-235b-a22b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen3-235b-a22b.json" }, { "id": "zai-org-glm-5", "name": "GLM-5", "developer": "Z.ai", "family": "GLM-5", "variant": "GLM-5", "model": { "parameters": "753.864B", "total_parameters_billions": 753.864139008, "context": { "value": 202752, "display": "202,752 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "glm_moe_dsa", "text-generation", "conversational", "en", "zh", "arxiv:2602.15763", "license:mit", "eval-results", "endpoints_compatible", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1507.73, "fp8_int8": 753.86, "int4": 376.93 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/zai-org/GLM-5", "lineage": { "family": "GLM-5", "variant": "GLM-5", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-11T07:36:34.000Z", "created_at": "2026-02-11T04:55:46.000Z", "downloads": 306502, "likes": 2122, "sha": "c183ef8c61faee82855eca1ed9bb3a9a7ce3b0b2", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "glm_moe_dsa", "text-generation", "conversational", "en", "zh", "arxiv:2602.15763", "license:mit", "eval-results", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/zai-org-glm-5/", "history_url": "https://openmodelweights.com/models/zai-org-glm-5/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/zai-org-glm-5.json" }, { "id": "helsinki-nlp-opus-mt-nl-en", "name": "opus-mt-nl-en", "developer": "Helsinki-NLP", "family": "opus-mt-nl-en", "variant": "opus-mt-nl-en", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Translation", "tags": [ "transformers", "pytorch", "tf", "rust", "marian", "text2text-generation", "translation", "nl", "en", "license:apache-2.0", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/Helsinki-NLP/opus-mt-nl-en", "lineage": { "family": "opus-mt-nl-en", "variant": "opus-mt-nl-en", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "translation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-08-16T12:01:39.000Z", "created_at": "2022-03-02T23:29:04.000Z", "downloads": 1806771, "likes": 10, "sha": "48af999f2c59b10c05ca6e008dcedc07677a9b15", "library_name": "transformers", "pipeline_tag": "translation", "tags": [ "transformers", "pytorch", "tf", "rust", "marian", "text2text-generation", "translation", "nl", "en", "license:apache-2.0", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/helsinki-nlp-opus-mt-nl-en/", "history_url": "https://openmodelweights.com/models/helsinki-nlp-opus-mt-nl-en/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/helsinki-nlp-opus-mt-nl-en.json" }, { "id": "sentence-transformers-labse", "name": "LaBSE", "developer": "Sentence Transformers", "family": "LaBSE", "variant": "LaBSE", "model": { "parameters": "0.470927B", "total_parameters_billions": 0.47092736, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text embeddings", "tags": [ "sentence-transformers", "pytorch", "tf", "jax", "onnx", "safetensors", "bert", "feature-extraction", "sentence-similarity", "multilingual", "af", "sq", "am", "ar", "hy", "as", "az", "eu", "be", "bn" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.94, "fp8_int8": 0.47, "int4": 0.24 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/sentence-transformers/LaBSE", "lineage": { "family": "LaBSE", "variant": "LaBSE", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "sentence-similarity", "declared": [ "ONNX Runtime", "sentence-transformers" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-03-06T13:40:25.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 633833, "likes": 349, "sha": "836121a0533e5664b21c7aacc5d22951f2b8b25b", "library_name": "sentence-transformers", "pipeline_tag": "sentence-similarity", "tags": [ "sentence-transformers", "pytorch", "tf", "jax", "onnx", "safetensors", "bert", "feature-extraction", "sentence-similarity", "multilingual", "af", "sq", "am", "ar", "hy", "as", "az", "eu", "be", "bn", "bs", "bg", "my", "ca", "ceb", "zh", "co", "hr", "cs", "da", "nl", "en", "eo", "et", "fi", "fr", "fy", "gl", "ka", "de", "el", "gu", "ht", "ha", "haw", "he", "hi", "hmn", "hu", "is", "ig", "id", "ga", "it", "ja", "jv", "kn", "kk", "km", "rw", "ko", "ku", "ky", "lo", "la", "lv", "lt", "lb", "mk", "mg", "ms", "ml", "mt", "mi", "mr", "mn", "ne", "no", "ny", "or", "fa", "pl", "pt", "pa", "ro", "ru", "sm", "gd", "sr", "st", "sn", "si", "sk", "sl", "so", "es", "su", "sw", "sv", "tl", "tg", "ta", "tt", "te", "th", "bo", "tr", "tk", "ug", "uk", "ur", "uz", "vi", "cy", "wo", "xh", "yi", "yo", "zu", "license:apache-2.0", "eval-results", "text-embeddings-inference", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/sentence-transformers-labse/", "history_url": "https://openmodelweights.com/models/sentence-transformers-labse/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/sentence-transformers-labse.json" }, { "id": "jonatasgrosman-wav2vec2-large-xlsr-53-dutch", "name": "wav2vec2-large-xlsr-53-dutch", "developer": "jonatasgrosman", "family": "wav2vec2-large-xlsr-53-dutch", "variant": "wav2vec2-large-xlsr-53-dutch", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Audio → text", "tags": [ "transformers", "pytorch", "jax", "wav2vec2", "automatic-speech-recognition", "audio", "hf-asr-leaderboard", "mozilla-foundation/common_voice_6_0", "nl", "robust-speech-event", "speech", "xlsr-fine-tuning-week", "dataset:common_voice", "dataset:mozilla-foundation/common_voice_6_0", "doi:10.57967/hf/0203", "license:apache-2.0", "model-index", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/jonatasgrosman/wav2vec2-large-xlsr-53-dutch", "lineage": { "family": "wav2vec2-large-xlsr-53-dutch", "variant": "wav2vec2-large-xlsr-53-dutch", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "automatic-speech-recognition", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2022-12-14T01:58:20.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 1518975, "likes": 18, "sha": "46f221381d200f7bef268309b3f02023ccf11fcc", "library_name": "transformers", "pipeline_tag": "automatic-speech-recognition", "tags": [ "transformers", "pytorch", "jax", "wav2vec2", "automatic-speech-recognition", "audio", "hf-asr-leaderboard", "mozilla-foundation/common_voice_6_0", "nl", "robust-speech-event", "speech", "xlsr-fine-tuning-week", "dataset:common_voice", "dataset:mozilla-foundation/common_voice_6_0", "doi:10.57967/hf/0203", "license:apache-2.0", "model-index", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/jonatasgrosman-wav2vec2-large-xlsr-53-dutch/", "history_url": "https://openmodelweights.com/models/jonatasgrosman-wav2vec2-large-xlsr-53-dutch/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/jonatasgrosman-wav2vec2-large-xlsr-53-dutch.json" }, { "id": "qwen-qwen3-5-397b-a17b", "name": "Qwen3.5-397B-A17B", "developer": "Qwen", "family": "Qwen3.5", "variant": "Qwen3.5-397B-A17B", "model": { "parameters": "403.398B", "total_parameters_billions": 403.397928944, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "qwen3_5_moe", "image-text-to-text", "conversational", "license:apache-2.0", "eval-results", "endpoints_compatible", "deploy:azure", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3.5-397B-A17B/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3.5-397B-A17B/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3.5-397B-A17B/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 806.8, "fp8_int8": 403.4, "int4": 201.7 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3.5-397B-A17B", "lineage": { "family": "Qwen3.5", "variant": "Qwen3.5-397B-A17B", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-04-24T05:51:23.000Z", "created_at": "2026-02-16T04:55:12.000Z", "downloads": 353617, "likes": 1561, "sha": "8472618112abcbd45acbcdc58436aff4233c23f7", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen3_5_moe", "image-text-to-text", "conversational", "license:apache-2.0", "eval-results", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen3-5-397b-a17b/", "history_url": "https://openmodelweights.com/models/qwen-qwen3-5-397b-a17b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen3-5-397b-a17b.json" }, { "id": "qwen-qwen3-5-397b-a17b-fp8", "name": "Qwen3.5-397B-A17B-FP8", "developer": "Qwen", "family": "Qwen3.5", "variant": "Qwen3.5-397B-A17B-FP8", "model": { "parameters": "403.422B", "total_parameters_billions": 403.422386928, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "qwen3_5_moe", "image-text-to-text", "conversational", "base_model:Qwen/Qwen3.5-397B-A17B", "base_model:quantized:Qwen/Qwen3.5-397B-A17B", "license:apache-2.0", "endpoints_compatible", "fp8", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3.5-397B-A17B/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3.5-397B-A17B/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3.5-397B-A17B/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 806.84, "fp8_int8": 403.42, "int4": 201.71 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Qwen/Qwen3.5-397B-A17B-FP8", "lineage": { "family": "Qwen3.5", "variant": "Qwen3.5-397B-A17B-FP8", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3.5-397B-A17B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-04-24T05:50:39.000Z", "created_at": "2026-02-18T13:01:57.000Z", "downloads": 665564, "likes": 186, "sha": "ea5b4f81096f3901c91dea97f81324302495781d", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen3_5_moe", "image-text-to-text", "conversational", "base_model:Qwen/Qwen3.5-397B-A17B", "base_model:quantized:Qwen/Qwen3.5-397B-A17B", "license:apache-2.0", "endpoints_compatible", "fp8", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qwen-qwen3-5-397b-a17b-fp8/", "history_url": "https://openmodelweights.com/models/qwen-qwen3-5-397b-a17b-fp8/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qwen-qwen3-5-397b-a17b-fp8.json" }, { "id": "jinaai-jina-embeddings-v2-small-en", "name": "jina-embeddings-v2-small-en", "developer": "jinaai", "family": "jina-embeddings-v2-small-en", "variant": "jina-embeddings-v2-small-en", "model": { "parameters": "0.0326907B", "total_parameters_billions": 0.032690688, "context": { "value": 8192, "display": "8,192 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "model_max_length" } ] }, "modality": "Embeddings / features", "tags": [ "sentence-transformers", "pytorch", "coreml", "onnx", "safetensors", "bert", "feature-extraction", "sentence-similarity", "mteb", "custom_code", "en", "dataset:jinaai/negation-dataset", "arxiv:2108.12409", "arxiv:2310.19923", "license:apache-2.0", "model-index", "text-embeddings-inference", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.07, "fp8_int8": 0.03, "int4": 0.02 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX", "CoreML" ], "repository": "https://huggingface.co/jinaai/jina-embeddings-v2-small-en", "lineage": { "family": "jina-embeddings-v2-small-en", "variant": "jina-embeddings-v2-small-en", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "feature-extraction", "declared": [ "ONNX Runtime", "sentence-transformers" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-01-06T16:26:03.000Z", "created_at": "2023-09-27T20:17:27.000Z", "downloads": 813787, "likes": 144, "sha": "44e7d1d6caec8c883c2d4b207588504d519788d0", "library_name": "sentence-transformers", "pipeline_tag": "feature-extraction", "tags": [ "sentence-transformers", "pytorch", "coreml", "onnx", "safetensors", "bert", "feature-extraction", "sentence-similarity", "mteb", "custom_code", "en", "dataset:jinaai/negation-dataset", "arxiv:2108.12409", "arxiv:2310.19923", "license:apache-2.0", "model-index", "text-embeddings-inference", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/jinaai-jina-embeddings-v2-small-en/", "history_url": "https://openmodelweights.com/models/jinaai-jina-embeddings-v2-small-en/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/jinaai-jina-embeddings-v2-small-en.json" }, { "id": "whereisai-uae-large-v1", "name": "UAE-Large-V1", "developer": "WhereIsAI", "family": "UAE-Large-V1", "variant": "UAE-Large-V1", "model": { "parameters": "0.335142B", "total_parameters_billions": 0.335141888, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Embeddings / features", "tags": [ "sentence-transformers", "onnx", "safetensors", "openvino", "bert", "feature-extraction", "mteb", "sentence_embedding", "feature_extraction", "transformers", "transformers.js", "en", "arxiv:2309.12871", "license:mit", "model-index", "text-embeddings-inference", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.67, "fp8_int8": 0.34, "int4": 0.17 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/WhereIsAI/UAE-Large-V1", "lineage": { "family": "UAE-Large-V1", "variant": "UAE-Large-V1", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "feature-extraction", "declared": [ "ONNX Runtime", "Transformers", "sentence-transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-07-29T13:33:12.000Z", "created_at": "2023-12-04T02:03:27.000Z", "downloads": 699458, "likes": 237, "sha": "9c9b2c999b3350cfb3171ed429320668e39b00b8", "library_name": "sentence-transformers", "pipeline_tag": "feature-extraction", "tags": [ "sentence-transformers", "onnx", "safetensors", "openvino", "bert", "feature-extraction", "mteb", "sentence_embedding", "feature_extraction", "transformers", "transformers.js", "en", "arxiv:2309.12871", "license:mit", "model-index", "text-embeddings-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/whereisai-uae-large-v1/", "history_url": "https://openmodelweights.com/models/whereisai-uae-large-v1/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/whereisai-uae-large-v1.json" }, { "id": "gittensor-model-hub-qwen3-8-27b-nvfp4-rtx5090", "name": "Qwen3.8-27B-NVFP4-RTX5090", "developer": "gittensor-model-hub", "family": "Qwen3.8", "variant": "Qwen3.8-27B-NVFP4-RTX5090", "model": { "parameters": "14.5575B", "total_parameters_billions": 14.55754776, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "qwen3_5", "image-text-to-text", "nvfp4", "modelopt", "nvidia", "rtx-5090", "blackwell", "quantization", "qwen3.8", "sparkinfer", "sglang", "vllm", "conversational", "base_model:Qwen/Qwen3.8-27B", "base_model:quantized:Qwen/Qwen3.8-27B", "license:apache-2.0", "endpoints_compatible", "8-bit" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/gittensor-model-hub/Qwen3.8-27B-NVFP4-RTX5090/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/gittensor-model-hub/Qwen3.8-27B-NVFP4-RTX5090/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/gittensor-model-hub/Qwen3.8-27B-NVFP4-RTX5090/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 29.12, "fp8_int8": 14.56, "int4": 7.28 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/gittensor-model-hub/Qwen3.8-27B-NVFP4-RTX5090", "lineage": { "family": "Qwen3.8", "variant": "Qwen3.8-27B-NVFP4-RTX5090", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3.8-27B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "SGLang", "Transformers", "vLLM" ], "mentioned_in_model_card": [ "llama.cpp" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-10T01:49:07.000Z", "created_at": "2026-08-14T16:00:58.000Z", "downloads": 617760, "likes": 171, "sha": "5b7a687fc8211a5d631c8ca6a593dd37eb26ce33", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen3_5", "image-text-to-text", "nvfp4", "modelopt", "nvidia", "rtx-5090", "blackwell", "quantization", "qwen3.8", "sparkinfer", "sglang", "vllm", "conversational", "base_model:Qwen/Qwen3.8-27B", "base_model:quantized:Qwen/Qwen3.8-27B", "license:apache-2.0", "endpoints_compatible", "8-bit", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/gittensor-model-hub-qwen3-8-27b-nvfp4-rtx5090/", "history_url": "https://openmodelweights.com/models/gittensor-model-hub-qwen3-8-27b-nvfp4-rtx5090/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/gittensor-model-hub-qwen3-8-27b-nvfp4-rtx5090.json" }, { "id": "zeroentropy-zerank-2-reranker", "name": "zerank-2-reranker", "developer": "zeroentropy", "family": "zerank-2-reranker", "variant": "zerank-2-reranker", "model": { "parameters": "4.02247B", "total_parameters_billions": 4.022468096, "context": { "value": 40960, "display": "40,960 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text Ranking", "tags": [ "sentence-transformers", "safetensors", "qwen3", "finance", "legal", "code", "stem", "medical", "text-ranking", "en", "arxiv:2509.12541", "base_model:Qwen/Qwen3-4B", "base_model:finetune:Qwen/Qwen3-4B", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/zeroentropy/zerank-2-reranker/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/zeroentropy/zerank-2-reranker/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/zeroentropy/zerank-2-reranker/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 8.04, "fp8_int8": 4.02, "int4": 2.01 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/zeroentropy/zerank-2-reranker", "lineage": { "family": "zerank-2-reranker", "variant": "zerank-2-reranker", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3-4B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "text-ranking", "declared": [ "sentence-transformers" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-07-24T02:03:15.000Z", "created_at": "2025-11-19T05:19:06.000Z", "downloads": 670570, "likes": 142, "sha": "5eae30d5ee3c6b2df2ef6d723bde45172d761c4c", "library_name": "sentence-transformers", "pipeline_tag": "text-ranking", "tags": [ "sentence-transformers", "safetensors", "qwen3", "finance", "legal", "code", "stem", "medical", "text-ranking", "en", "arxiv:2509.12541", "base_model:Qwen/Qwen3-4B", "base_model:finetune:Qwen/Qwen3-4B", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/zeroentropy-zerank-2-reranker/", "history_url": "https://openmodelweights.com/models/zeroentropy-zerank-2-reranker/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/zeroentropy-zerank-2-reranker.json" }, { "id": "idea-research-grounding-dino-tiny", "name": "grounding-dino-tiny", "developer": "IDEA-Research", "family": "grounding-dino-tiny", "variant": "grounding-dino-tiny", "model": { "parameters": "0.172278B", "total_parameters_billions": 0.172277902, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Zero Shot Object Detection", "tags": [ "transformers", "pytorch", "safetensors", "grounding-dino", "zero-shot-object-detection", "vision", "arxiv:2303.05499", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.34, "fp8_int8": 0.17, "int4": 0.09 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/IDEA-Research/grounding-dino-tiny", "lineage": { "family": "grounding-dino-tiny", "variant": "grounding-dino-tiny", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "zero-shot-object-detection", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-05-12T09:03:39.000Z", "created_at": "2023-09-25T00:59:34.000Z", "downloads": 849285, "likes": 117, "sha": "a2bb814dd30d776dcf7e30523b00659f4f141c71", "library_name": "transformers", "pipeline_tag": "zero-shot-object-detection", "tags": [ "transformers", "pytorch", "safetensors", "grounding-dino", "zero-shot-object-detection", "vision", "arxiv:2303.05499", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/idea-research-grounding-dino-tiny/", "history_url": "https://openmodelweights.com/models/idea-research-grounding-dino-tiny/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/idea-research-grounding-dino-tiny.json" }, { "id": "swiss-ai-apertus-8b-instruct-2509", "name": "Apertus-8B-Instruct-2509", "developer": "swiss-ai", "family": "Apertus", "variant": "Apertus-8B-Instruct-2509", "model": { "parameters": "8.05334B", "total_parameters_billions": 8.053338176, "context": { "value": 65536, "display": "65,536 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "apertus", "text-generation", "multilingual", "compliant", "swiss-ai", "conversational", "arxiv:2509.14233", "base_model:swiss-ai/Apertus-8B-2509", "base_model:finetune:swiss-ai/Apertus-8B-2509", "license:apache-2.0", "eval-results", "endpoints_compatible", "region:us", "deploy:sagemaker", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/swiss-ai/Apertus-8B-Instruct-2509/blob/main/LICENSE.txt", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/swiss-ai/Apertus-8B-Instruct-2509/blob/main/LICENSE.txt" }, "repository_license_files": [ "LICENSE.txt" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/swiss-ai/Apertus-8B-Instruct-2509/blob/main/LICENSE.txt" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 16.11, "fp8_int8": 8.05, "int4": 4.03 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/swiss-ai/Apertus-8B-Instruct-2509", "lineage": { "family": "Apertus", "variant": "Apertus-8B-Instruct-2509", "base_model": { "status": "declared", "models": [ "swiss-ai/Apertus-8B-2509" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "MLX", "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-07-17T08:57:20.000Z", "created_at": "2025-08-13T09:30:23.000Z", "downloads": 457871, "likes": 494, "sha": "b946d40447b2b597999b9c86d44bee0b452c919f", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "apertus", "text-generation", "multilingual", "compliant", "swiss-ai", "conversational", "arxiv:2509.14233", "base_model:swiss-ai/Apertus-8B-2509", "base_model:finetune:swiss-ai/Apertus-8B-2509", "license:apache-2.0", "eval-results", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/swiss-ai-apertus-8b-instruct-2509/", "history_url": "https://openmodelweights.com/models/swiss-ai-apertus-8b-instruct-2509/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/swiss-ai-apertus-8b-instruct-2509.json" }, { "id": "apple-openelm-1-1b-instruct", "name": "OpenELM-1_1B-Instruct", "developer": "apple", "family": "OpenELM-1", "variant": "OpenELM-1_1B-Instruct", "model": { "parameters": "1.07989B", "total_parameters_billions": 1.079891456, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text", "tags": [ "transformers", "safetensors", "openelm", "text-generation", "custom_code", "arxiv:2404.14619", "license:apple-amlr", "region:us" ] }, "license": { "id": "apple-amlr", "name": "apple-sample-code-license", "url": "https://huggingface.co/apple/OpenELM-1_1B-Instruct/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": "https://huggingface.co/apple/OpenELM-1_1B-Instruct/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/apple/OpenELM-1_1B-Instruct/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 2.16, "fp8_int8": 1.08, "int4": 0.54 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/apple/OpenELM-1_1B-Instruct", "lineage": { "family": "OpenELM-1", "variant": "OpenELM-1_1B-Instruct", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-02-28T18:31:24.000Z", "created_at": "2024-04-12T21:52:12.000Z", "downloads": 954967, "likes": 77, "sha": "effd796da2a77361d7360e45e54c7cc14bc5df2a", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "openelm", "text-generation", "custom_code", "arxiv:2404.14619", "license:apple-amlr", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/apple-openelm-1-1b-instruct/", "history_url": "https://openmodelweights.com/models/apple-openelm-1-1b-instruct/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/apple-openelm-1-1b-instruct.json" }, { "id": "neuralmind-bert-large-portuguese-cased", "name": "bert-large-portuguese-cased", "developer": "neuralmind", "family": "bert-large-portuguese-cased", "variant": "bert-large-portuguese-cased", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "pytorch", "jax", "bert", "fill-mask", "pt", "dataset:brWaC", "license:mit", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/neuralmind/bert-large-portuguese-cased", "lineage": { "family": "bert-large-portuguese-cased", "variant": "bert-large-portuguese-cased", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "fill-mask", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2021-05-20T01:31:09.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 955223, "likes": 74, "sha": "aa302f6ea73b759f7df9cad58bd272127b67ec28", "library_name": "transformers", "pipeline_tag": "fill-mask", "tags": [ "transformers", "pytorch", "jax", "bert", "fill-mask", "pt", "dataset:brWaC", "license:mit", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/neuralmind-bert-large-portuguese-cased/", "history_url": "https://openmodelweights.com/models/neuralmind-bert-large-portuguese-cased/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/neuralmind-bert-large-portuguese-cased.json" }, { "id": "black-forest-labs-flux-2-klein-4b", "name": "FLUX.2-klein-4B", "developer": "Black Forest Labs", "family": "FLUX.2-klein", "variant": "FLUX.2-klein-4B", "model": { "parameters": "3.87554B", "total_parameters_billions": 3.875544576, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image → image", "tags": [ "diffusers", "safetensors", "text-to-image", "image-editing", "flux", "diffusion-single-file", "image-to-image", "en", "license:apache-2.0", "diffusers:Flux2KleinPipeline", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/black-forest-labs/FLUX.2-klein-4B/blob/main/LICENSE.md", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/black-forest-labs/FLUX.2-klein-4B/blob/main/LICENSE.md" }, "repository_license_files": [ "LICENSE.md" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/black-forest-labs/FLUX.2-klein-4B/blob/main/LICENSE.md" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 7.75, "fp8_int8": 3.88, "int4": 1.94 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/black-forest-labs/FLUX.2-klein-4B", "lineage": { "family": "FLUX.2-klein", "variant": "FLUX.2-klein-4B", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Diffusers", "pipeline_tag": "image-to-image", "declared": [ "Diffusers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-02-24T00:18:56.000Z", "created_at": "2026-01-14T13:42:59.000Z", "downloads": 400725, "likes": 997, "sha": "e7b7dc27f91deacad38e78976d1f2b499d76a294", "library_name": "diffusers", "pipeline_tag": "image-to-image", "tags": [ "diffusers", "safetensors", "text-to-image", "image-editing", "flux", "diffusion-single-file", "image-to-image", "en", "license:apache-2.0", "diffusers:Flux2KleinPipeline", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/black-forest-labs-flux-2-klein-4b/", "history_url": "https://openmodelweights.com/models/black-forest-labs-flux-2-klein-4b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/black-forest-labs-flux-2-klein-4b.json" }, { "id": "jinaai-jina-embeddings-v5-omni-small", "name": "jina-embeddings-v5-omni-small", "developer": "jinaai", "family": "jina-embeddings-v5-omni-small", "variant": "jina-embeddings-v5-omni-small", "model": { "parameters": "1.62627B", "total_parameters_billions": 1.626268672, "context": { "value": 32768, "display": "32,768 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Embeddings / features", "tags": [ "transformers", "safetensors", "jina_embeddings_v5_omni", "feature-extraction", "embedding", "qwen3", "jina-embeddings-v5", "sentence-transformers", "multimodal", "vision", "audio", "vllm", "video", "image-feature-extraction", "audio-feature-extraction", "video-feature-extraction", "sentence-similarity", "custom_code", "multilingual", "arxiv:2605.08384" ] }, "license": { "id": "cc-by-nc-4.0", "name": "CC BY-NC 4.0", "url": null, "status": "verified", "commercial_use": { "status": "not-allowed", "label": "Commercial use is not permitted by CC BY-NC 4.0", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 3.25, "fp8_int8": 1.63, "int4": 0.81 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/jinaai/jina-embeddings-v5-omni-small", "lineage": { "family": "jina-embeddings-v5-omni-small", "variant": "jina-embeddings-v5-omni-small", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "feature-extraction", "declared": [ "Transformers", "vLLM" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-27T12:57:35.000Z", "created_at": "2026-04-01T22:06:52.000Z", "downloads": 620386, "likes": 156, "sha": "5c54692f22e186fc12ea38a9193e3ff9e1cda2a3", "library_name": "transformers", "pipeline_tag": "feature-extraction", "tags": [ "transformers", "safetensors", "jina_embeddings_v5_omni", "feature-extraction", "embedding", "qwen3", "jina-embeddings-v5", "sentence-transformers", "multimodal", "vision", "audio", "vllm", "video", "image-feature-extraction", "audio-feature-extraction", "video-feature-extraction", "sentence-similarity", "custom_code", "multilingual", "arxiv:2605.08384", "license:cc-by-nc-4.0", "region:eu" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/jinaai-jina-embeddings-v5-omni-small/", "history_url": "https://openmodelweights.com/models/jinaai-jina-embeddings-v5-omni-small/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/jinaai-jina-embeddings-v5-omni-small.json" }, { "id": "nvidia-qwen3-6-27b-nvfp4", "name": "Qwen3.6-27B-NVFP4", "developer": "NVIDIA", "family": "Qwen3.6", "variant": "Qwen3.6-27B-NVFP4", "model": { "parameters": "18.1646B", "total_parameters_billions": 18.1646492, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Text", "tags": [ "Model Optimizer", "safetensors", "qwen3_5", "nvidia", "ModelOpt", "Qwen3.6", "quantized", "FP4", "fp4", "text-generation", "conversational", "base_model:Qwen/Qwen3.6-27B", "base_model:quantized:Qwen/Qwen3.6-27B", "license:apache-2.0", "8-bit", "modelopt", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 36.33, "fp8_int8": 18.16, "int4": 9.08 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/nvidia/Qwen3.6-27B-NVFP4", "lineage": { "family": "Qwen3.6", "variant": "Qwen3.6-27B-NVFP4", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3.6-27B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Model Optimizer", "pipeline_tag": "text-generation", "declared": [ "Model Optimizer" ], "mentioned_in_model_card": [ "Transformers", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-06-30T14:40:07.000Z", "created_at": "2026-06-22T12:24:08.000Z", "downloads": 472186, "likes": 436, "sha": "0893e1606ff3d5f97a441f405d5fc541a6bdf404", "library_name": "Model Optimizer", "pipeline_tag": "text-generation", "tags": [ "Model Optimizer", "safetensors", "qwen3_5", "nvidia", "ModelOpt", "Qwen3.6", "quantized", "FP4", "fp4", "text-generation", "conversational", "base_model:Qwen/Qwen3.6-27B", "base_model:quantized:Qwen/Qwen3.6-27B", "license:apache-2.0", "8-bit", "modelopt", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/nvidia-qwen3-6-27b-nvfp4/", "history_url": "https://openmodelweights.com/models/nvidia-qwen3-6-27b-nvfp4/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/nvidia-qwen3-6-27b-nvfp4.json" }, { "id": "allenai-specter2-base", "name": "specter2_base", "developer": "AllenAI", "family": "specter2", "variant": "specter2_base", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Embeddings / features", "tags": [ "transformers", "pytorch", "bert", "feature-extraction", "en", "dataset:allenai/scirepeval", "license:apache-2.0", "text-embeddings-inference", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/allenai/specter2_base", "lineage": { "family": "specter2", "variant": "specter2_base", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "feature-extraction", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-12-04T07:45:10.000Z", "created_at": "2023-02-16T21:25:53.000Z", "downloads": 1077298, "likes": 48, "sha": "3447645e1def9117997203454fa4495937bfbd83", "library_name": "transformers", "pipeline_tag": "feature-extraction", "tags": [ "transformers", "pytorch", "bert", "feature-extraction", "en", "dataset:allenai/scirepeval", "license:apache-2.0", "text-embeddings-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/allenai-specter2-base/", "history_url": "https://openmodelweights.com/models/allenai-specter2-base/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/allenai-specter2-base.json" }, { "id": "qdrant-all-minilm-l6-v2-onnx", "name": "all-MiniLM-L6-v2-onnx", "developer": "Qdrant", "family": "all-MiniLM-L6-v2-onnx", "variant": "all-MiniLM-L6-v2-onnx", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text embeddings", "tags": [ "transformers", "onnx", "bert", "feature-extraction", "sentence-similarity", "license:apache-2.0", "text-embeddings-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "ONNX" ], "repository": "https://huggingface.co/Qdrant/all-MiniLM-L6-v2-onnx", "lineage": { "family": "all-MiniLM-L6-v2-onnx", "variant": "all-MiniLM-L6-v2-onnx", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "sentence-similarity", "declared": [ "ONNX Runtime", "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-30T10:54:52.000Z", "created_at": "2024-01-16T08:09:23.000Z", "downloads": 1213286, "likes": 14, "sha": "d13954661f83248295ba75c1ed411eef3b7b936e", "library_name": "transformers", "pipeline_tag": "sentence-similarity", "tags": [ "transformers", "onnx", "bert", "feature-extraction", "sentence-similarity", "license:apache-2.0", "text-embeddings-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qdrant-all-minilm-l6-v2-onnx/", "history_url": "https://openmodelweights.com/models/qdrant-all-minilm-l6-v2-onnx/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qdrant-all-minilm-l6-v2-onnx.json" }, { "id": "compvis-stable-diffusion-safety-checker", "name": "stable-diffusion-safety-checker", "developer": "CompVis", "family": "stable-diffusion-safety-checker", "variant": "stable-diffusion-safety-checker", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 77, "display": "77 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Not declared", "tags": [ "transformers", "pytorch", "clip", "arxiv:2103.00020", "arxiv:1910.09700", "endpoints_compatible", "region:us" ] }, "license": { "id": null, "name": "Not declared in model-card metadata", "url": null, "status": "not-disclosed", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/CompVis/stable-diffusion-safety-checker", "lineage": { "family": "stable-diffusion-safety-checker", "variant": "stable-diffusion-safety-checker", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": null, "declared": [ "Transformers" ], "mentioned_in_model_card": [ "Diffusers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2022-11-25T17:21:38.000Z", "created_at": "2022-08-22T10:22:34.000Z", "downloads": 776877, "likes": 141, "sha": "cb41f3a270d63d454d385fc2e4f571c487c253c5", "library_name": "transformers", "pipeline_tag": null, "tags": [ "transformers", "pytorch", "clip", "arxiv:2103.00020", "arxiv:1910.09700", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "not-disclosed", "commercial_use": "unknown", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/compvis-stable-diffusion-safety-checker/", "history_url": "https://openmodelweights.com/models/compvis-stable-diffusion-safety-checker/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/compvis-stable-diffusion-safety-checker.json" }, { "id": "pnnbao-ump-vieneu-tts-v3-turbo", "name": "VieNeu-TTS-v3-Turbo", "developer": "pnnbao-ump", "family": "VieNeu-TTS-v3-Turbo", "variant": "VieNeu-TTS-v3-Turbo", "model": { "parameters": "0.130908B", "total_parameters_billions": 0.13090752, "context": { "value": 1024, "display": "1,024 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text → audio", "tags": [ "onnx", "safetensors", "gguf", "vieneu_v3_turbo", "voice-cloning", "code-switching", "podcast", "emotion-control", "48khz", "text-to-speech", "vi", "en", "dataset:pnnbao-ump/VieNeu-TTS-10k-ENVI", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.26, "fp8_int8": 0.13, "int4": 0.07 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "GGUF", "ONNX" ], "repository": "https://huggingface.co/pnnbao-ump/VieNeu-TTS-v3-Turbo", "lineage": { "family": "VieNeu-TTS-v3-Turbo", "variant": "VieNeu-TTS-v3-Turbo", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": null, "pipeline_tag": "text-to-speech", "declared": [ "ONNX Runtime" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [ "GGUF artifact present (commonly used with llama.cpp-compatible runtimes)", "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-23T03:54:31.000Z", "created_at": "2026-06-05T06:45:01.000Z", "downloads": 778314, "likes": 65, "sha": "61b85e3d937fbbacb387714180e8182823512523", "library_name": null, "pipeline_tag": "text-to-speech", "tags": [ "onnx", "safetensors", "gguf", "vieneu_v3_turbo", "voice-cloning", "code-switching", "podcast", "emotion-control", "48khz", "text-to-speech", "vi", "en", "dataset:pnnbao-ump/VieNeu-TTS-10k-ENVI", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/pnnbao-ump-vieneu-tts-v3-turbo/", "history_url": "https://openmodelweights.com/models/pnnbao-ump-vieneu-tts-v3-turbo/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/pnnbao-ump-vieneu-tts-v3-turbo.json" }, { "id": "indonesian-nlp-wav2vec2-indonesian-javanese-sundanese", "name": "wav2vec2-indonesian-javanese-sundanese", "developer": "indonesian-nlp", "family": "wav2vec2-indonesian-javanese-sundanese", "variant": "wav2vec2-indonesian-javanese-sundanese", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Audio → text", "tags": [ "transformers", "pytorch", "wav2vec2", "automatic-speech-recognition", "audio", "hf-asr-leaderboard", "id", "jv", "robust-speech-event", "speech", "su", "sun", "dataset:mozilla-foundation/common_voice_7_0", "dataset:openslr", "dataset:magic_data", "dataset:titml", "license:apache-2.0", "model-index", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/indonesian-nlp/wav2vec2-indonesian-javanese-sundanese", "lineage": { "family": "wav2vec2-indonesian-javanese-sundanese", "variant": "wav2vec2-indonesian-javanese-sundanese", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "automatic-speech-recognition", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2022-08-19T07:44:40.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 1482482, "likes": 15, "sha": "e5e699fa5aa5bdce999276a90a29589587b58ac9", "library_name": "transformers", "pipeline_tag": "automatic-speech-recognition", "tags": [ "transformers", "pytorch", "wav2vec2", "automatic-speech-recognition", "audio", "hf-asr-leaderboard", "id", "jv", "robust-speech-event", "speech", "su", "sun", "dataset:mozilla-foundation/common_voice_7_0", "dataset:openslr", "dataset:magic_data", "dataset:titml", "license:apache-2.0", "model-index", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/indonesian-nlp-wav2vec2-indonesian-javanese-sundanese/", "history_url": "https://openmodelweights.com/models/indonesian-nlp-wav2vec2-indonesian-javanese-sundanese/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/indonesian-nlp-wav2vec2-indonesian-javanese-sundanese.json" }, { "id": "adamcodd-vit-base-nsfw-detector", "name": "vit-base-nsfw-detector", "developer": "AdamCodd", "family": "vit-base-nsfw-detector", "variant": "vit-base-nsfw-detector", "model": { "parameters": "0.086092B", "total_parameters_billions": 0.086092034, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image", "tags": [ "base_model:google/vit-base-patch16-384", "base_model:quantized:google/vit-base-patch16-384", "deploy:azure", "image-classification", "license:apache-2.0", "model-index", "nlp", "not-for-all-audiences", "onnx", "region:us", "safetensors", "transformers", "transformers.js", "vit" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.17, "fp8_int8": 0.09, "int4": 0.04 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "ONNX" ], "repository": "https://huggingface.co/AdamCodd/vit-base-nsfw-detector", "lineage": { "family": "vit-base-nsfw-detector", "variant": "vit-base-nsfw-detector", "base_model": { "status": "declared", "models": [ "google/vit-base-patch16-384" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "transformers.js", "pipeline_tag": "image-classification", "declared": [ "ONNX Runtime", "Transformers", "transformers.js" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-12-03T14:14:31.000Z", "created_at": "2024-01-03T20:10:17.000Z", "downloads": 897686, "likes": 84, "sha": "8587de998f441aac03fdd57a85d2e4cb808c7d64", "library_name": "transformers.js", "pipeline_tag": "image-classification", "tags": [ "transformers.js", "onnx", "safetensors", "vit", "image-classification", "transformers", "nlp", "base_model:google/vit-base-patch16-384", "base_model:quantized:google/vit-base-patch16-384", "license:apache-2.0", "model-index", "deploy:azure", "region:us", "not-for-all-audiences" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/adamcodd-vit-base-nsfw-detector/", "history_url": "https://openmodelweights.com/models/adamcodd-vit-base-nsfw-detector/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/adamcodd-vit-base-nsfw-detector.json" }, { "id": "sentence-transformers-multi-qa-minilm-l6-cos-v1", "name": "multi-qa-MiniLM-L6-cos-v1", "developer": "Sentence Transformers", "family": "multi-qa-MiniLM-L6-cos-v1", "variant": "multi-qa-MiniLM-L6-cos-v1", "model": { "parameters": "0.0227137B", "total_parameters_billions": 0.022713728, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text embeddings", "tags": [ "sentence-transformers", "pytorch", "tf", "onnx", "safetensors", "openvino", "bert", "feature-extraction", "sentence-similarity", "transformers", "en", "dataset:flax-sentence-embeddings/stackexchange_xml", "dataset:ms_marco", "dataset:gooaq", "dataset:yahoo_answers_topics", "dataset:search_qa", "dataset:eli5", "dataset:natural_questions", "dataset:trivia_qa", "dataset:embedding-data/QQP" ] }, "license": { "id": null, "name": "Not declared in model-card metadata", "url": null, "status": "not-disclosed", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.05, "fp8_int8": 0.02, "int4": 0.01 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/sentence-transformers/multi-qa-MiniLM-L6-cos-v1", "lineage": { "family": "multi-qa-MiniLM-L6-cos-v1", "variant": "multi-qa-MiniLM-L6-cos-v1", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "sentence-similarity", "declared": [ "ONNX Runtime", "Transformers", "sentence-transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-11-05T17:17:16.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 773777, "likes": 138, "sha": "b207367332321f8e44f96e224ef15bc607f4dbf0", "library_name": "sentence-transformers", "pipeline_tag": "sentence-similarity", "tags": [ "sentence-transformers", "pytorch", "tf", "onnx", "safetensors", "openvino", "bert", "feature-extraction", "sentence-similarity", "transformers", "en", "dataset:flax-sentence-embeddings/stackexchange_xml", "dataset:ms_marco", "dataset:gooaq", "dataset:yahoo_answers_topics", "dataset:search_qa", "dataset:eli5", "dataset:natural_questions", "dataset:trivia_qa", "dataset:embedding-data/QQP", "dataset:embedding-data/PAQ_pairs", "dataset:embedding-data/Amazon-QA", "dataset:embedding-data/WikiAnswers", "text-embeddings-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "not-disclosed", "commercial_use": "unknown", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "recipe-or-training-files-present", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/sentence-transformers-multi-qa-minilm-l6-cos-v1/", "history_url": "https://openmodelweights.com/models/sentence-transformers-multi-qa-minilm-l6-cos-v1/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/sentence-transformers-multi-qa-minilm-l6-cos-v1.json" }, { "id": "microsoft-phi-3-5-mini-instruct", "name": "Phi-3.5-mini-instruct", "developer": "Microsoft", "family": "Phi-3.5-mini", "variant": "Phi-3.5-mini-instruct", "model": { "parameters": "3.82108B", "total_parameters_billions": 3.821079552, "context": { "value": 131072, "display": "131,072 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "phi3", "text-generation", "nlp", "code", "conversational", "custom_code", "multilingual", "arxiv:2404.14219", "arxiv:2407.13833", "arxiv:2403.06412", "license:mit", "eval-results", "text-generation-inference", "endpoints_compatible", "region:us", "deploy:sagemaker" ] }, "license": { "id": "mit", "name": "MIT", "url": "https://huggingface.co/microsoft/Phi-3.5-mini-instruct/resolve/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": "https://huggingface.co/microsoft/Phi-3.5-mini-instruct/resolve/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/microsoft/Phi-3.5-mini-instruct/resolve/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 7.64, "fp8_int8": 3.82, "int4": 1.91 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/microsoft/Phi-3.5-mini-instruct", "lineage": { "family": "Phi-3.5-mini", "variant": "Phi-3.5-mini-instruct", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "NeMo", "ONNX Runtime" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-12-10T20:22:56.000Z", "created_at": "2024-08-16T20:48:26.000Z", "downloads": 384089, "likes": 1232, "sha": "2fe192450127e6a83f7441aef6e3ca586c338b77", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "phi3", "text-generation", "nlp", "code", "conversational", "custom_code", "multilingual", "arxiv:2404.14219", "arxiv:2407.13833", "arxiv:2403.06412", "license:mit", "eval-results", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/microsoft-phi-3-5-mini-instruct/", "history_url": "https://openmodelweights.com/models/microsoft-phi-3-5-mini-instruct/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/microsoft-phi-3-5-mini-instruct.json" }, { "id": "redhatai-gemma-4-26b-a4b-it-fp8-dynamic", "name": "gemma-4-26B-A4B-it-FP8-dynamic", "developer": "RedHatAI", "family": "gemma-4", "variant": "gemma-4-26B-A4B-it-FP8-dynamic", "model": { "parameters": "26.5441B", "total_parameters_billions": 26.54413371, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "gemma4", "image-text-to-text", "fp8", "vllm", "llm-compressor", "compressed-tensors", "conversational", "base_model:google/gemma-4-26B-A4B-it", "base_model:quantized:google/gemma-4-26B-A4B-it", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://ai.google.dev/gemma/docs/gemma_4_license", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://ai.google.dev/gemma/docs/gemma_4_license" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://ai.google.dev/gemma/docs/gemma_4_license" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 53.09, "fp8_int8": 26.54, "int4": 13.27 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/RedHatAI/gemma-4-26B-A4B-it-FP8-dynamic", "lineage": { "family": "gemma-4", "variant": "gemma-4-26B-A4B-it-FP8-dynamic", "base_model": { "status": "declared", "models": [ "google/gemma-4-26B-A4B-it" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers", "vLLM" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-13T13:09:29.000Z", "created_at": "2026-04-06T14:04:31.000Z", "downloads": 900266, "likes": 41, "sha": "ed35d7abe5d940da41b4ff06eb482feb0be8cb44", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "gemma4", "image-text-to-text", "fp8", "vllm", "llm-compressor", "compressed-tensors", "conversational", "base_model:google/gemma-4-26B-A4B-it", "base_model:quantized:google/gemma-4-26B-A4B-it", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "recipe-or-training-files-present", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/redhatai-gemma-4-26b-a4b-it-fp8-dynamic/", "history_url": "https://openmodelweights.com/models/redhatai-gemma-4-26b-a4b-it-fp8-dynamic/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/redhatai-gemma-4-26b-a4b-it-fp8-dynamic.json" }, { "id": "fastino-gliner2-base-v1", "name": "gliner2-base-v1", "developer": "fastino", "family": "gliner2-base-v1", "variant": "gliner2-base-v1", "model": { "parameters": "0.208477B", "total_parameters_billions": 0.208476821, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "gliner2", "safetensors", "extractor", "Text classification", "Named Entity Recognition", "Relation Extraction", "Intent classification", "Sentiment Analysis", "Topic classification", "Structured extraction", "Json extraction", "en", "arxiv:2507.18546", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.42, "fp8_int8": 0.21, "int4": 0.1 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/fastino/gliner2-base-v1", "lineage": { "family": "gliner2-base-v1", "variant": "gliner2-base-v1", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "gliner2", "pipeline_tag": null, "declared": [ "gliner2" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-28T00:55:46.000Z", "created_at": "2025-07-02T16:09:09.000Z", "downloads": 667076, "likes": 101, "sha": "f9634218e53580c56edf0de97ca1a7d3f1c2354e", "library_name": "gliner2", "pipeline_tag": null, "tags": [ "gliner2", "safetensors", "extractor", "Text classification", "Named Entity Recognition", "Relation Extraction", "Intent classification", "Sentiment Analysis", "Topic classification", "Structured extraction", "Json extraction", "en", "arxiv:2507.18546", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/fastino-gliner2-base-v1/", "history_url": "https://openmodelweights.com/models/fastino-gliner2-base-v1/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/fastino-gliner2-base-v1.json" }, { "id": "intfloat-e5-base-v2", "name": "e5-base-v2", "developer": "intfloat", "family": "e5-base-v2", "variant": "e5-base-v2", "model": { "parameters": "0.109483B", "total_parameters_billions": 0.109482752, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text embeddings", "tags": [ "sentence-transformers", "pytorch", "onnx", "safetensors", "openvino", "bert", "mteb", "Sentence Transformers", "sentence-similarity", "en", "arxiv:2212.03533", "arxiv:2104.08663", "arxiv:2210.07316", "license:mit", "model-index", "text-embeddings-inference", "endpoints_compatible", "region:us", "deploy:sagemaker" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.22, "fp8_int8": 0.11, "int4": 0.05 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/intfloat/e5-base-v2", "lineage": { "family": "e5-base-v2", "variant": "e5-base-v2", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "sentence-similarity", "declared": [ "ONNX Runtime", "sentence-transformers" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-02-17T03:25:40.000Z", "created_at": "2023-05-19T07:21:14.000Z", "downloads": 733189, "likes": 157, "sha": "f52bf8ec8c7124536f0efb74aca902b2995e5bcd", "library_name": "sentence-transformers", "pipeline_tag": "sentence-similarity", "tags": [ "sentence-transformers", "pytorch", "onnx", "safetensors", "openvino", "bert", "mteb", "Sentence Transformers", "sentence-similarity", "en", "arxiv:2212.03533", "arxiv:2104.08663", "arxiv:2210.07316", "license:mit", "model-index", "text-embeddings-inference", "endpoints_compatible", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/intfloat-e5-base-v2/", "history_url": "https://openmodelweights.com/models/intfloat-e5-base-v2/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/intfloat-e5-base-v2.json" }, { "id": "google-siglip2-base-patch16-naflex", "name": "siglip2-base-patch16-naflex", "developer": "Google", "family": "siglip2-base-patch16-naflex", "variant": "siglip2-base-patch16-naflex", "model": { "parameters": "0.375234B", "total_parameters_billions": 0.37523405, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Zero Shot Image Classification", "tags": [ "transformers", "safetensors", "siglip2", "zero-shot-image-classification", "vision", "arxiv:2502.14786", "arxiv:2303.15343", "arxiv:2209.06794", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.75, "fp8_int8": 0.38, "int4": 0.19 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/google/siglip2-base-patch16-naflex", "lineage": { "family": "siglip2-base-patch16-naflex", "variant": "siglip2-base-patch16-naflex", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "zero-shot-image-classification", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-02-21T04:04:09.000Z", "created_at": "2025-02-18T11:39:16.000Z", "downloads": 1085010, "likes": 40, "sha": "b53b807d3a2d5e2b3911292f2d69e5341cdc064c", "library_name": "transformers", "pipeline_tag": "zero-shot-image-classification", "tags": [ "transformers", "safetensors", "siglip2", "zero-shot-image-classification", "vision", "arxiv:2502.14786", "arxiv:2303.15343", "arxiv:2209.06794", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/google-siglip2-base-patch16-naflex/", "history_url": "https://openmodelweights.com/models/google-siglip2-base-patch16-naflex/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/google-siglip2-base-patch16-naflex.json" }, { "id": "microsoft-resnet-50", "name": "resnet-50", "developer": "Microsoft", "family": "resnet-50", "variant": "resnet-50", "model": { "parameters": "0.0256102B", "total_parameters_billions": 0.025610152, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image", "tags": [ "transformers", "pytorch", "tf", "jax", "safetensors", "resnet", "image-classification", "vision", "dataset:imagenet-1k", "arxiv:1512.03385", "license:apache-2.0", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.05, "fp8_int8": 0.03, "int4": 0.01 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/microsoft/resnet-50", "lineage": { "family": "resnet-50", "variant": "resnet-50", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-classification", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-02-13T21:24:05.000Z", "created_at": "2022-03-16T15:42:43.000Z", "downloads": 506373, "likes": 518, "sha": "34c2154c194f829b11125337b98c8f5f9965ff19", "library_name": "transformers", "pipeline_tag": "image-classification", "tags": [ "transformers", "pytorch", "tf", "jax", "safetensors", "resnet", "image-classification", "vision", "dataset:imagenet-1k", "arxiv:1512.03385", "license:apache-2.0", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/microsoft-resnet-50/", "history_url": "https://openmodelweights.com/models/microsoft-resnet-50/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/microsoft-resnet-50.json" }, { "id": "zai-org-glm-5-2-fp8", "name": "GLM-5.2-FP8", "developer": "Z.ai", "family": "GLM-5.2", "variant": "GLM-5.2-FP8", "model": { "parameters": "753.33B", "total_parameters_billions": 753.32994048, "context": { "value": 1048576, "display": "1,048,576 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "glm_moe_dsa", "text-generation", "conversational", "en", "zh", "arxiv:2602.15763", "arxiv:2603.12201", "license:mit", "endpoints_compatible", "fp8", "deploy:azure", "deploy:sagemaker", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": "https://huggingface.co/zai-org/GLM-5.2-FP8/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": "https://huggingface.co/zai-org/GLM-5.2-FP8/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/zai-org/GLM-5.2-FP8/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1506.66, "fp8_int8": 753.33, "int4": 376.66 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/zai-org/GLM-5.2-FP8", "lineage": { "family": "GLM-5.2", "variant": "GLM-5.2-FP8", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-01T11:36:25.000Z", "created_at": "2026-06-16T07:20:33.000Z", "downloads": 499936, "likes": 267, "sha": "f33c6dc501ee5a2c7e35155653b1b1abbc320951", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "glm_moe_dsa", "text-generation", "conversational", "en", "zh", "arxiv:2602.15763", "arxiv:2603.12201", "license:mit", "endpoints_compatible", "fp8", "deploy:azure", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/zai-org-glm-5-2-fp8/", "history_url": "https://openmodelweights.com/models/zai-org-glm-5-2-fp8/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/zai-org-glm-5-2-fp8.json" }, { "id": "nvidia-bigvgan-v2-44khz-128band-512x", "name": "bigvgan_v2_44khz_128band_512x", "developer": "NVIDIA", "family": "bigvgan_v2_44khz_128band_512x", "variant": "bigvgan_v2_44khz_128band_512x", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Audio To Audio", "tags": [ "PyTorch", "neural-vocoder", "audio-generation", "audio-to-audio", "arxiv:2206.04658", "license:mit", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": "https://huggingface.co/nvidia/BigVGAN/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": "https://huggingface.co/nvidia/BigVGAN/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": "https://huggingface.co/nvidia/BigVGAN/blob/main/LICENSE" } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/nvidia/bigvgan_v2_44khz_128band_512x", "lineage": { "family": "bigvgan_v2_44khz_128band_512x", "variant": "bigvgan_v2_44khz_128band_512x", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "PyTorch", "pipeline_tag": "audio-to-audio", "declared": [ "PyTorch" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-09-05T03:35:39.000Z", "created_at": "2024-07-15T14:10:28.000Z", "downloads": 892603, "likes": 77, "sha": "95a9d1dcb12906c03edd938d77b9333d6ded7dfb", "library_name": "PyTorch", "pipeline_tag": "audio-to-audio", "tags": [ "PyTorch", "neural-vocoder", "audio-generation", "audio-to-audio", "arxiv:2206.04658", "license:mit", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/nvidia-bigvgan-v2-44khz-128band-512x/", "history_url": "https://openmodelweights.com/models/nvidia-bigvgan-v2-44khz-128band-512x/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/nvidia-bigvgan-v2-44khz-128band-512x.json" }, { "id": "meta-models-muse-glimmer-30b", "name": "Muse-Glimmer-30B", "developer": "meta-models", "family": "Muse-Glimmer", "variant": "Muse-Glimmer-30B", "model": { "parameters": "29.7766B", "total_parameters_billions": 29.776626688, "context": { "value": 131072, "display": "131,072 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "muse_glimmer", "image-text-to-text", "conversational", "arxiv:2504.13181", "arxiv:2602.06036", "license:apache-2.0", "eval-results", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/meta-models/Muse-Glimmer-30B/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/meta-models/Muse-Glimmer-30B/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/meta-models/Muse-Glimmer-30B/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 59.55, "fp8_int8": 29.78, "int4": 14.89 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/meta-models/Muse-Glimmer-30B", "lineage": { "family": "Muse-Glimmer", "variant": "Muse-Glimmer-30B", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "llama.cpp" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-11T19:23:35.000Z", "created_at": "2026-08-09T17:51:35.000Z", "downloads": 276597, "likes": 1970, "sha": "a4e59da52a7bc87ae7251dd5545c0dd437c44b68", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "muse_glimmer", "image-text-to-text", "conversational", "arxiv:2504.13181", "arxiv:2602.06036", "license:apache-2.0", "eval-results", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/meta-models-muse-glimmer-30b/", "history_url": "https://openmodelweights.com/models/meta-models-muse-glimmer-30b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/meta-models-muse-glimmer-30b.json" }, { "id": "microsoft-table-transformer-detection", "name": "table-transformer-detection", "developer": "Microsoft", "family": "table-transformer-detection", "variant": "table-transformer-detection", "model": { "parameters": "0.0288186B", "total_parameters_billions": 0.028818631, "context": { "value": 1024, "display": "1,024 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Image", "tags": [ "transformers", "pytorch", "safetensors", "table-transformer", "object-detection", "arxiv:2110.00061", "license:mit", "endpoints_compatible", "region:us", "deploy:sagemaker", "deploy:azure" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.06, "fp8_int8": 0.03, "int4": 0.01 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/microsoft/table-transformer-detection", "lineage": { "family": "table-transformer-detection", "variant": "table-transformer-detection", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "object-detection", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-09-06T14:49:09.000Z", "created_at": "2022-10-14T09:14:13.000Z", "downloads": 530356, "likes": 430, "sha": "2357cbe2b5a5d1c03e54f32764f06058933b65ab", "library_name": "transformers", "pipeline_tag": "object-detection", "tags": [ "transformers", "pytorch", "safetensors", "table-transformer", "object-detection", "arxiv:2110.00061", "license:mit", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/microsoft-table-transformer-detection/", "history_url": "https://openmodelweights.com/models/microsoft-table-transformer-detection/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/microsoft-table-transformer-detection.json" }, { "id": "dbmdz-bert-large-cased-finetuned-conll03-english", "name": "bert-large-cased-finetuned-conll03-english", "developer": "dbmdz", "family": "bert-large-cased-finetuned-conll03-english", "variant": "bert-large-cased-finetuned-conll03-english", "model": { "parameters": "0.333588B", "total_parameters_billions": 0.333588489, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "pytorch", "tf", "jax", "rust", "safetensors", "bert", "token-classification", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": null, "name": "Not declared in model-card metadata", "url": null, "status": "not-disclosed", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.67, "fp8_int8": 0.33, "int4": 0.17 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/dbmdz/bert-large-cased-finetuned-conll03-english", "lineage": { "family": "bert-large-cased-finetuned-conll03-english", "variant": "bert-large-cased-finetuned-conll03-english", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "token-classification", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-09-06T22:17:56.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 822038, "likes": 98, "sha": "4c534963167c08d4b8ff1f88733cf2930f86add0", "library_name": "transformers", "pipeline_tag": "token-classification", "tags": [ "transformers", "pytorch", "tf", "jax", "rust", "safetensors", "bert", "token-classification", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": false, "config_accessible": true, "fields": { "license": "not-disclosed", "commercial_use": "unknown", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/dbmdz-bert-large-cased-finetuned-conll03-english/", "history_url": "https://openmodelweights.com/models/dbmdz-bert-large-cased-finetuned-conll03-english/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/dbmdz-bert-large-cased-finetuned-conll03-english.json" }, { "id": "ornith-ai-ornith-1-5-9b", "name": "Ornith-1.5-9B", "developer": "ornith-ai", "family": "Ornith-1.5", "variant": "Ornith-1.5-9B", "model": { "parameters": "9.6531B", "total_parameters_billions": 9.653104368, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "qwen3_5", "image-text-to-text", "text-generation", "conversational", "license:mit", "eval-results", "endpoints_compatible", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": "https://huggingface.co/ornith-ai/Ornith-1.5-9B/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": "https://huggingface.co/ornith-ai/Ornith-1.5-9B/blob/main/LICENSE" }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": "https://huggingface.co/ornith-ai/Ornith-1.5-9B/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 19.31, "fp8_int8": 9.65, "int4": 4.83 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/ornith-ai/Ornith-1.5-9B", "lineage": { "family": "Ornith-1.5", "variant": "Ornith-1.5-9B", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "Ollama", "SGLang", "llama.cpp", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-23T06:24:01.000Z", "created_at": "2026-08-18T06:20:12.000Z", "downloads": 458022, "likes": 350, "sha": "489cb97981b8654bcfcf30ce1f94ed1b62e07b53", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "qwen3_5", "image-text-to-text", "text-generation", "conversational", "license:mit", "eval-results", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/ornith-ai-ornith-1-5-9b/", "history_url": "https://openmodelweights.com/models/ornith-ai-ornith-1-5-9b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/ornith-ai-ornith-1-5-9b.json" }, { "id": "google-gemma-4-12b-it-qat-w4a16-ct", "name": "gemma-4-12B-it-qat-w4a16-ct", "developer": "Google", "family": "gemma-4", "variant": "gemma-4-12B-it-qat-w4a16-ct", "model": { "parameters": "13.307B", "total_parameters_billions": 13.3069872, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Any To Any", "tags": [ "transformers", "safetensors", "gemma4_unified", "image-text-to-text", "any-to-any", "arxiv:2607.02770", "base_model:google/gemma-4-12B-it-qat-q4_0-unquantized", "base_model:quantized:google/gemma-4-12B-it-qat-q4_0-unquantized", "license:apache-2.0", "endpoints_compatible", "compressed-tensors", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://ai.google.dev/gemma/docs/gemma_4_license", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://ai.google.dev/gemma/docs/gemma_4_license" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://ai.google.dev/gemma/docs/gemma_4_license" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 26.61, "fp8_int8": 13.31, "int4": 6.65 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/google/gemma-4-12B-it-qat-w4a16-ct", "lineage": { "family": "gemma-4", "variant": "gemma-4-12B-it-qat-w4a16-ct", "base_model": { "status": "declared", "models": [ "google/gemma-4-12B-it-qat-q4_0-unquantized" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "any-to-any", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "llama.cpp", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-07-20T16:43:34.000Z", "created_at": "2026-06-05T02:50:55.000Z", "downloads": 789636, "likes": 60, "sha": "1d2c2d7f2466070e69d6fb3fd5ce9a7d75f2f6ee", "library_name": "transformers", "pipeline_tag": "any-to-any", "tags": [ "transformers", "safetensors", "gemma4_unified", "image-text-to-text", "any-to-any", "arxiv:2607.02770", "base_model:google/gemma-4-12B-it-qat-q4_0-unquantized", "base_model:quantized:google/gemma-4-12B-it-qat-q4_0-unquantized", "license:apache-2.0", "endpoints_compatible", "compressed-tensors", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "recipe-or-training-files-present", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/google-gemma-4-12b-it-qat-w4a16-ct/", "history_url": "https://openmodelweights.com/models/google-gemma-4-12b-it-qat-w4a16-ct/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/google-gemma-4-12b-it-qat-w4a16-ct.json" }, { "id": "eleutherai-gpt-neox-20b", "name": "gpt-neox-20b", "developer": "EleutherAI", "family": "gpt-neox", "variant": "gpt-neox-20b", "model": { "parameters": "20.7391B", "total_parameters_billions": 20.739117584, "context": { "value": 2048, "display": "2,048 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "pytorch", "safetensors", "gpt_neox", "text-generation", "causal-lm", "en", "dataset:EleutherAI/pile", "arxiv:2204.06745", "arxiv:2101.00027", "arxiv:2201.07311", "arxiv:2104.09864", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 41.48, "fp8_int8": 20.74, "int4": 10.37 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/EleutherAI/gpt-neox-20b", "lineage": { "family": "gpt-neox", "variant": "gpt-neox-20b", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-01-31T20:30:35.000Z", "created_at": "2022-04-07T20:28:29.000Z", "downloads": 476649, "likes": 587, "sha": "c292233c833e336628618a88a648727eb3dff0a7", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "pytorch", "safetensors", "gpt_neox", "text-generation", "causal-lm", "en", "dataset:EleutherAI/pile", "arxiv:2204.06745", "arxiv:2101.00027", "arxiv:2201.07311", "arxiv:2104.09864", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/eleutherai-gpt-neox-20b/", "history_url": "https://openmodelweights.com/models/eleutherai-gpt-neox-20b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/eleutherai-gpt-neox-20b.json" }, { "id": "tiiuae-falcon-7b", "name": "falcon-7b", "developer": "Technology Innovation Institute", "family": "falcon", "variant": "falcon-7b", "model": { "parameters": "7.21719B", "total_parameters_billions": 7.21718976, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text", "tags": [ "transformers", "pytorch", "safetensors", "falcon", "text-generation", "custom_code", "en", "dataset:tiiuae/falcon-refinedweb", "arxiv:2205.14135", "arxiv:1911.02150", "arxiv:2101.00027", "arxiv:2005.14165", "arxiv:2104.09864", "arxiv:2306.01116", "license:apache-2.0", "text-generation-inference", "region:us", "deploy:sagemaker", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 14.43, "fp8_int8": 7.22, "int4": 3.61 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/tiiuae/falcon-7b", "lineage": { "family": "falcon", "variant": "falcon-7b", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "TGI" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-10-12T13:20:18.000Z", "created_at": "2023-04-24T16:36:24.000Z", "downloads": 392762, "likes": 1105, "sha": "ec89142b67d748a1865ea4451372db8313ada0d8", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "pytorch", "safetensors", "falcon", "text-generation", "custom_code", "en", "dataset:tiiuae/falcon-refinedweb", "arxiv:2205.14135", "arxiv:1911.02150", "arxiv:2101.00027", "arxiv:2005.14165", "arxiv:2104.09864", "arxiv:2306.01116", "license:apache-2.0", "text-generation-inference", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/tiiuae-falcon-7b/", "history_url": "https://openmodelweights.com/models/tiiuae-falcon-7b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/tiiuae-falcon-7b.json" }, { "id": "microsoft-phi-3-mini-4k-instruct", "name": "Phi-3-mini-4k-instruct", "developer": "Microsoft", "family": "Phi-3-mini-4k", "variant": "Phi-3-mini-4k-instruct", "model": { "parameters": "3.82108B", "total_parameters_billions": 3.821079552, "context": { "value": 4096, "display": "4,096 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "phi3", "text-generation", "nlp", "code", "conversational", "custom_code", "en", "fr", "license:mit", "eval-results", "text-generation-inference", "endpoints_compatible", "region:us", "deploy:sagemaker" ] }, "license": { "id": "mit", "name": "MIT", "url": "https://huggingface.co/microsoft/Phi-3-mini-4k-instruct/resolve/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": "https://huggingface.co/microsoft/Phi-3-mini-4k-instruct/resolve/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/microsoft/Phi-3-mini-4k-instruct/resolve/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 7.64, "fp8_int8": 3.82, "int4": 1.91 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/microsoft/Phi-3-mini-4k-instruct", "lineage": { "family": "Phi-3-mini-4k", "variant": "Phi-3-mini-4k-instruct", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "ONNX Runtime" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-12-10T20:22:18.000Z", "created_at": "2024-04-22T16:18:17.000Z", "downloads": 344836, "likes": 1467, "sha": "f39ac1d28e925b323eae81227eaba4464caced4e", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "phi3", "text-generation", "nlp", "code", "conversational", "custom_code", "en", "fr", "license:mit", "eval-results", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/microsoft-phi-3-mini-4k-instruct/", "history_url": "https://openmodelweights.com/models/microsoft-phi-3-mini-4k-instruct/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/microsoft-phi-3-mini-4k-instruct.json" }, { "id": "stabilityai-sd-turbo", "name": "sd-turbo", "developer": "Stability AI", "family": "sd-turbo", "variant": "sd-turbo", "model": { "parameters": "0.865911B", "total_parameters_billions": 0.865910724, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text → image", "tags": [ "diffusers", "safetensors", "text-to-image", "diffusers:StableDiffusionPipeline", "region:us" ] }, "license": { "id": null, "name": "Not declared in model-card metadata", "url": "https://huggingface.co/stabilityai/sd-turbo/blob/main/LICENSE.md", "status": "not-disclosed", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": "https://huggingface.co/stabilityai/sd-turbo/blob/main/LICENSE.md" }, "repository_license_files": [ "LICENSE.md" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/stabilityai/sd-turbo/blob/main/LICENSE.md" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1.73, "fp8_int8": 0.87, "int4": 0.43 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/stabilityai/sd-turbo", "lineage": { "family": "sd-turbo", "variant": "sd-turbo", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Diffusers", "pipeline_tag": "text-to-image", "declared": [ "Diffusers" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-07-10T11:38:51.000Z", "created_at": "2023-11-27T16:41:20.000Z", "downloads": 507031, "likes": 464, "sha": "b261bac6fd2cf515557d5d0707481eafa0485ec2", "library_name": "diffusers", "pipeline_tag": "text-to-image", "tags": [ "diffusers", "safetensors", "text-to-image", "diffusers:StableDiffusionPipeline", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "not-disclosed", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/stabilityai-sd-turbo/", "history_url": "https://openmodelweights.com/models/stabilityai-sd-turbo/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/stabilityai-sd-turbo.json" }, { "id": "openbmb-minicpm-o-2-6", "name": "MiniCPM-o-2_6", "developer": "openbmb", "family": "MiniCPM-o-2_6", "variant": "MiniCPM-o-2_6", "model": { "parameters": "8.675B", "total_parameters_billions": 8.674997028, "context": { "value": 32768, "display": "32,768 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Any To Any", "tags": [ "transformers", "safetensors", "minicpmo", "feature-extraction", "minicpm-o", "omni", "vision", "ocr", "multi-image", "video", "custom_code", "audio", "speech", "voice cloning", "live Streaming", "realtime speech conversation", "asr", "tts", "any-to-any", "multilingual" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 17.35, "fp8_int8": 8.67, "int4": 4.34 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/openbmb/MiniCPM-o-2_6", "lineage": { "family": "MiniCPM-o-2_6", "variant": "MiniCPM-o-2_6", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "any-to-any", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "Ollama", "llama.cpp", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-18T03:58:46.000Z", "created_at": "2025-01-12T07:40:10.000Z", "downloads": 303064, "likes": 1303, "sha": "06849bfd36da94da1f5a88fa17e8ba63f08a4c4d", "library_name": "transformers", "pipeline_tag": "any-to-any", "tags": [ "transformers", "safetensors", "minicpmo", "feature-extraction", "minicpm-o", "omni", "vision", "ocr", "multi-image", "video", "custom_code", "audio", "speech", "voice cloning", "live Streaming", "realtime speech conversation", "asr", "tts", "any-to-any", "multilingual", "dataset:openbmb/RLAIF-V-Dataset", "arxiv:2405.17220", "arxiv:2408.01800", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/openbmb-minicpm-o-2-6/", "history_url": "https://openmodelweights.com/models/openbmb-minicpm-o-2-6/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/openbmb-minicpm-o-2-6.json" }, { "id": "cmsmanhattan-jirackultra-1b", "name": "JiRackUltra_1b", "developer": "CMSManhattan", "family": "JiRackUltra", "variant": "JiRackUltra_1b", "model": { "parameters": "1.77709B", "total_parameters_billions": 1.777088, "context": { "value": 131072, "display": "131,072 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "safetensors", "gguf", "qwen2", "text-generation", "ternary", "bitnet", "1.58bit", "cpu", "qwen2.5", "deepseek", "efficient", "low-memory", "jirack", "web-ui", "routing", "tool-call", "robotics", "conversational", "en", "zh" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 3.55, "fp8_int8": 1.78, "int4": 0.89 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "GGUF" ], "repository": "https://huggingface.co/CMSManhattan/JiRackUltra_1b", "lineage": { "family": "JiRackUltra", "variant": "JiRackUltra_1b", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": null, "pipeline_tag": "text-generation", "declared": [], "mentioned_in_model_card": [ "ONNX Runtime", "Ollama", "llama.cpp" ], "artifact_signals": [ "GGUF artifact present (commonly used with llama.cpp-compatible runtimes)" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-10-01T18:10:57.000Z", "created_at": "2026-08-02T18:03:05.000Z", "downloads": 2532192, "likes": 0, "sha": "18cbff46548f6f7acea6dc78d997514df50a7ec2", "library_name": null, "pipeline_tag": "text-generation", "tags": [ "safetensors", "gguf", "qwen2", "text-generation", "ternary", "bitnet", "1.58bit", "cpu", "qwen2.5", "deepseek", "efficient", "low-memory", "jirack", "web-ui", "routing", "tool-call", "robotics", "conversational", "en", "zh", "ja", "ko", "fr", "es", "pt", "de", "it", "ru", "ar", "vi", "th", "license:mit", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "recipe-or-training-files-present", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/cmsmanhattan-jirackultra-1b/", "history_url": "https://openmodelweights.com/models/cmsmanhattan-jirackultra-1b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/cmsmanhattan-jirackultra-1b.json" }, { "id": "mistralai-mistral-nemo-instruct-2407", "name": "Mistral-Nemo-Instruct-2407", "developer": "Mistral AI", "family": "Mistral-Nemo-Instruct-2407", "variant": "Mistral-Nemo-Instruct-2407", "model": { "parameters": "12.2478B", "total_parameters_billions": 12.2477824, "context": { "value": 131072, "display": "131,072 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Not declared", "tags": [ "vllm", "safetensors", "mistral", "mistral-common", "en", "fr", "de", "es", "it", "pt", "ru", "zh", "ja", "base_model:mistralai/Mistral-Nemo-Base-2407", "base_model:finetune:mistralai/Mistral-Nemo-Base-2407", "license:apache-2.0", "eval-results", "region:us", "deploy:sagemaker", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 24.5, "fp8_int8": 12.25, "int4": 6.12 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/mistralai/Mistral-Nemo-Instruct-2407", "lineage": { "family": "Mistral-Nemo-Instruct-2407", "variant": "Mistral-Nemo-Instruct-2407", "base_model": { "status": "declared", "models": [ "mistralai/Mistral-Nemo-Base-2407" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "vLLM", "pipeline_tag": null, "declared": [ "mistral-common", "vLLM" ], "mentioned_in_model_card": [ "NeMo", "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-07-28T17:16:02.000Z", "created_at": "2024-07-17T17:26:49.000Z", "downloads": 341021, "likes": 1714, "sha": "04d8a90549d23fc6bd7f642064003592df51e9b3", "library_name": "vllm", "pipeline_tag": null, "tags": [ "vllm", "safetensors", "mistral", "mistral-common", "en", "fr", "de", "es", "it", "pt", "ru", "zh", "ja", "base_model:mistralai/Mistral-Nemo-Base-2407", "base_model:finetune:mistralai/Mistral-Nemo-Base-2407", "license:apache-2.0", "eval-results", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/mistralai-mistral-nemo-instruct-2407/", "history_url": "https://openmodelweights.com/models/mistralai-mistral-nemo-instruct-2407/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/mistralai-mistral-nemo-instruct-2407.json" }, { "id": "comfy-org-pixal3d", "name": "Pixal3D", "developer": "Comfy-Org", "family": "Pixal3D", "variant": "Pixal3D", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "diffusion-single-file", "comfyui", "base_model:TencentARC/Pixal3D", "base_model:finetune:TencentARC/Pixal3D", "license:mit", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Comfy-Org/Pixal3D", "lineage": { "family": "Pixal3D", "variant": "Pixal3D", "base_model": { "status": "declared", "models": [ "TencentARC/Pixal3D" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "diffusion-single-file", "pipeline_tag": null, "declared": [ "diffusion-single-file" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-23T08:04:57.000Z", "created_at": "2026-06-30T21:55:58.000Z", "downloads": 649961, "likes": 93, "sha": "f37641be376725d324c56626007cc477f1249a69", "library_name": "diffusion-single-file", "pipeline_tag": null, "tags": [ "diffusion-single-file", "comfyui", "base_model:TencentARC/Pixal3D", "base_model:finetune:TencentARC/Pixal3D", "license:mit", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/comfy-org-pixal3d/", "history_url": "https://openmodelweights.com/models/comfy-org-pixal3d/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/comfy-org-pixal3d.json" }, { "id": "eleutherai-gpt-j-6b", "name": "gpt-j-6b", "developer": "EleutherAI", "family": "gpt-j", "variant": "gpt-j-6b", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text", "tags": [ "transformers", "pytorch", "tf", "jax", "gptj", "text-generation", "causal-lm", "en", "dataset:EleutherAI/pile", "arxiv:2104.09864", "arxiv:2101.00027", "license:apache-2.0", "endpoints_compatible", "region:us", "deploy:sagemaker" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/EleutherAI/gpt-j-6b", "lineage": { "family": "gpt-j", "variant": "gpt-j-6b", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-06-21T14:33:36.000Z", "created_at": "2022-03-02T23:29:04.000Z", "downloads": 349679, "likes": 1525, "sha": "47e169305d2e8376be1d31e765533382721b2cc1", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "pytorch", "tf", "jax", "gptj", "text-generation", "causal-lm", "en", "dataset:EleutherAI/pile", "arxiv:2104.09864", "arxiv:2101.00027", "license:apache-2.0", "endpoints_compatible", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/eleutherai-gpt-j-6b/", "history_url": "https://openmodelweights.com/models/eleutherai-gpt-j-6b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/eleutherai-gpt-j-6b.json" }, { "id": "openbmb-minicpm-v-4-6", "name": "MiniCPM-V-4.6", "developer": "openbmb", "family": "MiniCPM-V-4.6", "variant": "MiniCPM-V-4.6", "model": { "parameters": "1.30043B", "total_parameters_billions": 1.300428016, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "minicpmv4_6", "image-text-to-text", "minicpm-v", "multimodal", "On-Device Model", "lightweight", "conversational", "arxiv:2604.27393", "arxiv:2509.18154", "arxiv:2408.01800", "arxiv:2605.08985", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 2.6, "fp8_int8": 1.3, "int4": 0.65 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/openbmb/MiniCPM-V-4.6", "lineage": { "family": "MiniCPM-V-4.6", "variant": "MiniCPM-V-4.6", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "Ollama", "SGLang", "llama.cpp", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-17T10:09:08.000Z", "created_at": "2026-04-13T09:12:47.000Z", "downloads": 304864, "likes": 1226, "sha": "36f34a661a4bd35d0dc2294cb044d2584646c7d3", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "minicpmv4_6", "image-text-to-text", "minicpm-v", "multimodal", "On-Device Model", "lightweight", "conversational", "arxiv:2604.27393", "arxiv:2509.18154", "arxiv:2408.01800", "arxiv:2605.08985", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/openbmb-minicpm-v-4-6/", "history_url": "https://openmodelweights.com/models/openbmb-minicpm-v-4-6/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/openbmb-minicpm-v-4-6.json" }, { "id": "deepseek-ai-deepseek-coder-7b-instruct-v1-5", "name": "deepseek-coder-7b-instruct-v1.5", "developer": "DeepSeek", "family": "deepseek-coder", "variant": "deepseek-coder-7b-instruct-v1.5", "model": { "parameters": "6.91037B", "total_parameters_billions": 6.910365696, "context": { "value": 4096, "display": "4,096 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "llama", "text-generation", "conversational", "license:other", "text-generation-inference", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "other", "name": "deepseek", "url": "https://huggingface.co/deepseek-ai/deepseek-coder-7b-instruct-v1.5/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": "https://huggingface.co/deepseek-ai/deepseek-coder-7b-instruct-v1.5/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": "https://huggingface.co/deepseek-ai/deepseek-coder-7b-instruct-v1.5/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 13.82, "fp8_int8": 6.91, "int4": 3.46 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/deepseek-ai/deepseek-coder-7b-instruct-v1.5", "lineage": { "family": "deepseek-coder", "variant": "deepseek-coder-7b-instruct-v1.5", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-02-05T03:38:36.000Z", "created_at": "2024-01-25T15:51:02.000Z", "downloads": 676115, "likes": 166, "sha": "2a050a4c59d687a85324d32e147517992117ed30", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "llama", "text-generation", "conversational", "license:other", "text-generation-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "unknown", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/deepseek-ai-deepseek-coder-7b-instruct-v1-5/", "history_url": "https://openmodelweights.com/models/deepseek-ai-deepseek-coder-7b-instruct-v1-5/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/deepseek-ai-deepseek-coder-7b-instruct-v1-5.json" }, { "id": "zed-industries-zeta", "name": "zeta", "developer": "zed-industries", "family": "zeta", "variant": "zeta", "model": { "parameters": "7.61562B", "total_parameters_billions": 7.615616512, "context": { "value": 32768, "display": "32,768 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Not declared", "tags": [ "safetensors", "qwen2", "dataset:zed-industries/zeta", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 15.23, "fp8_int8": 7.62, "int4": 3.81 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/zed-industries/zeta", "lineage": { "family": "zeta", "variant": "zeta", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": null, "pipeline_tag": null, "declared": [], "mentioned_in_model_card": [ "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-10-08T08:01:32.000Z", "created_at": "2025-01-30T15:21:48.000Z", "downloads": 508848, "likes": 423, "sha": "80f73ce5ee059377ce0662ec5c45b592c3025ae5", "library_name": null, "pipeline_tag": null, "tags": [ "safetensors", "qwen2", "dataset:zed-industries/zeta", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/zed-industries-zeta/", "history_url": "https://openmodelweights.com/models/zed-industries-zeta/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/zed-industries-zeta.json" }, { "id": "systran-faster-whisper-medium", "name": "faster-whisper-medium", "developer": "Systran", "family": "faster-whisper-medium", "variant": "faster-whisper-medium", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Audio → text", "tags": [ "ctranslate2", "audio", "automatic-speech-recognition", "en", "zh", "de", "es", "ru", "ko", "fr", "ja", "pt", "tr", "pl", "ca", "nl", "ar", "sv", "it", "id" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/Systran/faster-whisper-medium", "lineage": { "family": "faster-whisper-medium", "variant": "faster-whisper-medium", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "ctranslate2", "pipeline_tag": "automatic-speech-recognition", "declared": [ "ctranslate2" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-11-23T11:13:59.000Z", "created_at": "2023-11-23T09:51:42.000Z", "downloads": 874265, "likes": 69, "sha": "08e178d48790749d25932bbc082711ddcfdfbc4f", "library_name": "ctranslate2", "pipeline_tag": "automatic-speech-recognition", "tags": [ "ctranslate2", "audio", "automatic-speech-recognition", "en", "zh", "de", "es", "ru", "ko", "fr", "ja", "pt", "tr", "pl", "ca", "nl", "ar", "sv", "it", "id", "hi", "fi", "vi", "he", "uk", "el", "ms", "cs", "ro", "da", "hu", "ta", "no", "th", "ur", "hr", "bg", "lt", "la", "mi", "ml", "cy", "sk", "te", "fa", "lv", "bn", "sr", "az", "sl", "kn", "et", "mk", "br", "eu", "is", "hy", "ne", "mn", "bs", "kk", "sq", "sw", "gl", "mr", "pa", "si", "km", "sn", "yo", "so", "af", "oc", "ka", "be", "tg", "sd", "gu", "am", "yi", "lo", "uz", "fo", "ht", "ps", "tk", "nn", "mt", "sa", "lb", "my", "bo", "tl", "mg", "as", "tt", "haw", "ln", "ha", "ba", "jw", "su", "license:mit", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/systran-faster-whisper-medium/", "history_url": "https://openmodelweights.com/models/systran-faster-whisper-medium/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/systran-faster-whisper-medium.json" }, { "id": "babelscape-wikineural-multilingual-ner", "name": "wikineural-multilingual-ner", "developer": "Babelscape", "family": "wikineural-multilingual-ner", "variant": "wikineural-multilingual-ner", "model": { "parameters": "0.17727B", "total_parameters_billions": 0.177270281, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "pytorch", "tensorboard", "safetensors", "bert", "token-classification", "named-entity-recognition", "sequence-tagger-model", "de", "en", "es", "fr", "it", "nl", "pl", "pt", "ru", "multilingual", "dataset:Babelscape/wikineural", "license:cc-by-nc-sa-4.0" ] }, "license": { "id": "['cc-by-nc-sa-4.0']", "name": "['cc-by-nc-sa-4.0']", "url": null, "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.35, "fp8_int8": 0.18, "int4": 0.09 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/Babelscape/wikineural-multilingual-ner", "lineage": { "family": "wikineural-multilingual-ner", "variant": "wikineural-multilingual-ner", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "token-classification", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-05-23T08:47:23.000Z", "created_at": "2022-03-02T23:29:04.000Z", "downloads": 669107, "likes": 169, "sha": "bed6ee7a45d2827b6c90a4fd7983f0241ae0a5c1", "library_name": "transformers", "pipeline_tag": "token-classification", "tags": [ "transformers", "pytorch", "tensorboard", "safetensors", "bert", "token-classification", "named-entity-recognition", "sequence-tagger-model", "de", "en", "es", "fr", "it", "nl", "pl", "pt", "ru", "multilingual", "dataset:Babelscape/wikineural", "license:cc-by-nc-sa-4.0", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "unknown", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "recipe-or-training-files-present", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/babelscape-wikineural-multilingual-ner/", "history_url": "https://openmodelweights.com/models/babelscape-wikineural-multilingual-ner/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/babelscape-wikineural-multilingual-ner.json" }, { "id": "lykon-dreamshaper-7", "name": "dreamshaper-7", "developer": "Lykon", "family": "dreamshaper-7", "variant": "dreamshaper-7", "model": { "parameters": "0.859521B", "total_parameters_billions": 0.859520964, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text → image", "tags": [ "diffusers", "safetensors", "stable-diffusion", "stable-diffusion-diffusers", "text-to-image", "art", "artistic", "anime", "dreamshaper", "en", "license:creativeml-openrail-m", "endpoints_compatible", "diffusers:StableDiffusionPipeline", "region:us" ] }, "license": { "id": "creativeml-openrail-m", "name": "creativeml-openrail-m", "url": null, "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1.72, "fp8_int8": 0.86, "int4": 0.43 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Lykon/dreamshaper-7", "lineage": { "family": "dreamshaper-7", "variant": "dreamshaper-7", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Diffusers", "pipeline_tag": "text-to-image", "declared": [ "Diffusers" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-12-07T10:13:17.000Z", "created_at": "2023-08-26T16:49:11.000Z", "downloads": 884250, "likes": 66, "sha": "9b481047f77996efa025e75e03941dbf51f506ad", "library_name": "diffusers", "pipeline_tag": "text-to-image", "tags": [ "diffusers", "safetensors", "stable-diffusion", "stable-diffusion-diffusers", "text-to-image", "art", "artistic", "anime", "dreamshaper", "en", "license:creativeml-openrail-m", "endpoints_compatible", "diffusers:StableDiffusionPipeline", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/lykon-dreamshaper-7/", "history_url": "https://openmodelweights.com/models/lykon-dreamshaper-7/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/lykon-dreamshaper-7.json" }, { "id": "nvidia-dragon-multiturn-context-encoder", "name": "dragon-multiturn-context-encoder", "developer": "NVIDIA", "family": "dragon-multiturn-context-encoder", "variant": "dragon-multiturn-context-encoder", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Embeddings / features", "tags": [ "transformers", "pytorch", "bert", "feature-extraction", "en", "arxiv:2401.10225", "arxiv:2302.07452", "license:other", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "['other']", "name": "['other']", "url": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-open-model-license/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercially usable subject to NVIDIA license conditions", "basis": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-open-model-license/" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-open-model-license/" } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/nvidia/dragon-multiturn-context-encoder", "lineage": { "family": "dragon-multiturn-context-encoder", "variant": "dragon-multiturn-context-encoder", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "feature-extraction", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-05-24T17:38:53.000Z", "created_at": "2024-04-30T21:21:45.000Z", "downloads": 1168881, "likes": 25, "sha": "14ba90bb7472741e2a12ac4c0455110966c3f69d", "library_name": "transformers", "pipeline_tag": "feature-extraction", "tags": [ "transformers", "pytorch", "bert", "feature-extraction", "en", "arxiv:2401.10225", "arxiv:2302.07452", "license:other", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/nvidia-dragon-multiturn-context-encoder/", "history_url": "https://openmodelweights.com/models/nvidia-dragon-multiturn-context-encoder/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/nvidia-dragon-multiturn-context-encoder.json" }, { "id": "amazon-chronos-t5-tiny", "name": "chronos-t5-tiny", "developer": "amazon", "family": "chronos-t5-tiny", "variant": "chronos-t5-tiny", "model": { "parameters": "0.0083945B", "total_parameters_billions": 0.008394496, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "chronos_config.context_length" } ] }, "modality": "Time Series Forecasting", "tags": [ "chronos-forecasting", "safetensors", "t5", "time series", "forecasting", "pretrained models", "foundation models", "time series foundation models", "time-series", "time-series-forecasting", "arxiv:2403.07815", "arxiv:1910.10683", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.02, "fp8_int8": 0.01, "int4": 0.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/amazon/chronos-t5-tiny", "lineage": { "family": "chronos-t5-tiny", "variant": "chronos-t5-tiny", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "chronos-forecasting", "pipeline_tag": "time-series-forecasting", "declared": [ "chronos-forecasting" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-11-21T12:55:21.000Z", "created_at": "2024-02-28T07:51:45.000Z", "downloads": 709062, "likes": 121, "sha": "29d808298f1a62493e7b9a5e08529d0d930fa189", "library_name": "chronos-forecasting", "pipeline_tag": "time-series-forecasting", "tags": [ "chronos-forecasting", "safetensors", "t5", "time series", "forecasting", "pretrained models", "foundation models", "time series foundation models", "time-series", "time-series-forecasting", "arxiv:2403.07815", "arxiv:1910.10683", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/amazon-chronos-t5-tiny/", "history_url": "https://openmodelweights.com/models/amazon-chronos-t5-tiny/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/amazon-chronos-t5-tiny.json" }, { "id": "helsinki-nlp-opus-mt-fr-en", "name": "opus-mt-fr-en", "developer": "Helsinki-NLP", "family": "opus-mt-fr-en", "variant": "opus-mt-fr-en", "model": { "parameters": "0.0751935B", "total_parameters_billions": 0.075193466, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Translation", "tags": [ "transformers", "pytorch", "tf", "jax", "safetensors", "marian", "text2text-generation", "translation", "fr", "en", "license:apache-2.0", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.15, "fp8_int8": 0.08, "int4": 0.04 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/Helsinki-NLP/opus-mt-fr-en", "lineage": { "family": "opus-mt-fr-en", "variant": "opus-mt-fr-en", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "translation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-11-15T22:57:50.000Z", "created_at": "2022-03-02T23:29:04.000Z", "downloads": 893642, "likes": 56, "sha": "c4aed37b318c763fd177aa449b44e3b783cc6c02", "library_name": "transformers", "pipeline_tag": "translation", "tags": [ "transformers", "pytorch", "tf", "jax", "safetensors", "marian", "text2text-generation", "translation", "fr", "en", "license:apache-2.0", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/helsinki-nlp-opus-mt-fr-en/", "history_url": "https://openmodelweights.com/models/helsinki-nlp-opus-mt-fr-en/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/helsinki-nlp-opus-mt-fr-en.json" }, { "id": "comfy-org-hunyuanvideo-1-5-repackaged", "name": "HunyuanVideo_1.5_repackaged", "developer": "Comfy-Org", "family": "HunyuanVideo_1.5_repackaged", "variant": "HunyuanVideo_1.5_repackaged", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "diffusion-single-file", "comfyui", "base_model:tencent/HunyuanVideo-1.5", "base_model:finetune:tencent/HunyuanVideo-1.5", "license:other", "region:us" ] }, "license": { "id": "other", "name": "tencent-hunyuan-community", "url": "https://github.com/Tencent-Hunyuan/HunyuanVideo-1.5/blob/master/LICENSE", "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": "https://github.com/Tencent-Hunyuan/HunyuanVideo-1.5/blob/master/LICENSE" }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": "https://github.com/Tencent-Hunyuan/HunyuanVideo-1.5/blob/master/LICENSE" } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Comfy-Org/HunyuanVideo_1.5_repackaged", "lineage": { "family": "HunyuanVideo_1.5_repackaged", "variant": "HunyuanVideo_1.5_repackaged", "base_model": { "status": "declared", "models": [ "tencent/HunyuanVideo-1.5" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "diffusion-single-file", "pipeline_tag": null, "declared": [ "diffusion-single-file" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-23T07:59:34.000Z", "created_at": "2025-11-19T18:05:53.000Z", "downloads": 615605, "likes": 101, "sha": "1405a2b738c29b890cf6d03fc038d8d3e92eeed7", "library_name": "diffusion-single-file", "pipeline_tag": null, "tags": [ "diffusion-single-file", "comfyui", "base_model:tencent/HunyuanVideo-1.5", "base_model:finetune:tencent/HunyuanVideo-1.5", "license:other", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/comfy-org-hunyuanvideo-1-5-repackaged/", "history_url": "https://openmodelweights.com/models/comfy-org-hunyuanvideo-1-5-repackaged/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/comfy-org-hunyuanvideo-1-5-repackaged.json" }, { "id": "ai4bharat-indic-conformer-600m-multilingual", "name": "indic-conformer-600m-multilingual", "developer": "ai4bharat", "family": "indic-conformer", "variant": "indic-conformer-600m-multilingual", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Audio → text", "tags": [ "onnx", "automatic-speech-recognition", "custom_code", "license:mit", "eval-results", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "ONNX" ], "repository": "https://huggingface.co/ai4bharat/indic-conformer-600m-multilingual", "lineage": { "family": "indic-conformer", "variant": "indic-conformer-600m-multilingual", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": null, "pipeline_tag": "automatic-speech-recognition", "declared": [ "ONNX Runtime" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-02-07T05:27:29.000Z", "created_at": "2025-03-15T11:04:50.000Z", "downloads": 582343, "likes": 197, "sha": "e9b71b369c048e2c6b634d4c131061c34e441179", "library_name": null, "pipeline_tag": "automatic-speech-recognition", "tags": [ "onnx", "automatic-speech-recognition", "custom_code", "license:mit", "eval-results", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/ai4bharat-indic-conformer-600m-multilingual/", "history_url": "https://openmodelweights.com/models/ai4bharat-indic-conformer-600m-multilingual/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/ai4bharat-indic-conformer-600m-multilingual.json" }, { "id": "nvidia-nvidia-nemotron-3-5-lightning-30b-a3b-bf16", "name": "NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16", "developer": "NVIDIA", "family": "NVIDIA-Nemotron-3.5-Lightning", "variant": "NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16", "model": { "parameters": "31.5779B", "total_parameters_billions": 31.577937344, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "nemotron_h", "text-generation", "nvidia", "pytorch", "nemotron-3.5", "conversational", "en", "es", "fr", "de", "it", "ja", "dataset:nvidia/nemotron-post-training-v3", "dataset:nvidia/nemotron-pre-training-datasets", "license:other", "eval-results", "endpoints_compatible", "deploy:azure" ] }, "license": { "id": "other", "name": "openmdw-1.1", "url": "https://openmdw.ai/license/1-1/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercially usable subject to NVIDIA license conditions", "basis": "https://openmdw.ai/license/1-1/" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://openmdw.ai/license/1-1/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 63.16, "fp8_int8": 31.58, "int4": 15.79 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16", "lineage": { "family": "NVIDIA-Nemotron-3.5-Lightning", "variant": "NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "NeMo", "SGLang", "TensorRT-LLM", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-24T23:46:27.000Z", "created_at": "2026-08-01T06:55:21.000Z", "downloads": 492860, "likes": 225, "sha": "a9904d24bcc1d289a1950fa9d2b978c47cf903b9", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "nemotron_h", "text-generation", "nvidia", "pytorch", "nemotron-3.5", "conversational", "en", "es", "fr", "de", "it", "ja", "dataset:nvidia/nemotron-post-training-v3", "dataset:nvidia/nemotron-pre-training-datasets", "license:other", "eval-results", "endpoints_compatible", "deploy:azure", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/nvidia-nvidia-nemotron-3-5-lightning-30b-a3b-bf16/", "history_url": "https://openmodelweights.com/models/nvidia-nvidia-nemotron-3-5-lightning-30b-a3b-bf16/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/nvidia-nvidia-nemotron-3-5-lightning-30b-a3b-bf16.json" }, { "id": "ai-sage-gigaam-v3", "name": "GigaAM-v3", "developer": "ai-sage", "family": "GigaAM-v3", "variant": "GigaAM-v3", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Audio → text", "tags": [ "pytorch", "gigaam", "automatic-speech-recognition", "custom_code", "ru", "en", "arxiv:2506.01192", "license:mit", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/ai-sage/GigaAM-v3", "lineage": { "family": "GigaAM-v3", "variant": "GigaAM-v3", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": null, "pipeline_tag": "automatic-speech-recognition", "declared": [], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-11-19T21:45:34.000Z", "created_at": "2025-11-19T20:38:07.000Z", "downloads": 638259, "likes": 170, "sha": "ec1dc1f01d0d627ab2c0d3acc1e235702300d95e", "library_name": null, "pipeline_tag": "automatic-speech-recognition", "tags": [ "pytorch", "gigaam", "automatic-speech-recognition", "custom_code", "ru", "en", "arxiv:2506.01192", "license:mit", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/ai-sage-gigaam-v3/", "history_url": "https://openmodelweights.com/models/ai-sage-gigaam-v3/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/ai-sage-gigaam-v3.json" }, { "id": "lightricks-ltx-2", "name": "LTX-2", "developer": "Lightricks", "family": "LTX-2", "variant": "LTX-2", "model": { "parameters": "18.8762B", "total_parameters_billions": 18.876174592, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image To Video", "tags": [ "diffusers", "safetensors", "image-to-video", "text-to-video", "video-to-video", "image-text-to-video", "audio-to-video", "text-to-audio", "video-to-audio", "audio-to-audio", "text-to-audio-video", "image-to-audio-video", "image-text-to-audio-video", "ltx-2", "ltx-video", "ltxv", "lightricks", "en", "de", "es" ] }, "license": { "id": "other", "name": "ltx-2-community-license-agreement", "url": "https://github.com/Lightricks/LTX-2/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": "https://github.com/Lightricks/LTX-2/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": "https://github.com/Lightricks/LTX-2/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 37.75, "fp8_int8": 18.88, "int4": 9.44 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Lightricks/LTX-2", "lineage": { "family": "LTX-2", "variant": "LTX-2", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Diffusers", "pipeline_tag": "image-to-video", "declared": [ "Diffusers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-04T07:30:59.000Z", "created_at": "2026-01-03T10:23:39.000Z", "downloads": 267470, "likes": 1787, "sha": "dfcc2108383fe1aaa0584bdf55d368a4bdadd90c", "library_name": "diffusers", "pipeline_tag": "image-to-video", "tags": [ "diffusers", "safetensors", "image-to-video", "text-to-video", "video-to-video", "image-text-to-video", "audio-to-video", "text-to-audio", "video-to-audio", "audio-to-audio", "text-to-audio-video", "image-to-audio-video", "image-text-to-audio-video", "ltx-2", "ltx-video", "ltxv", "lightricks", "en", "de", "es", "fr", "ja", "ko", "zh", "it", "pt", "arxiv:2601.03233", "license:other", "diffusers:LTX2Pipeline", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/lightricks-ltx-2/", "history_url": "https://openmodelweights.com/models/lightricks-ltx-2/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/lightricks-ltx-2.json" }, { "id": "timm-tf-efficientnetv2-s-in21k-ft-in1k", "name": "tf_efficientnetv2_s.in21k_ft_in1k", "developer": "timm", "family": "tf_efficientnetv2_s.in21k_ft_in1k", "variant": "tf_efficientnetv2_s.in21k_ft_in1k", "model": { "parameters": "0.0216124B", "total_parameters_billions": 0.02161236, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image", "tags": [ "timm", "pytorch", "safetensors", "image-classification", "transformers", "dataset:imagenet-1k", "dataset:imagenet-21k", "arxiv:2104.00298", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.04, "fp8_int8": 0.02, "int4": 0.01 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/timm/tf_efficientnetv2_s.in21k_ft_in1k", "lineage": { "family": "tf_efficientnetv2_s.in21k_ft_in1k", "variant": "tf_efficientnetv2_s.in21k_ft_in1k", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "timm", "pipeline_tag": "image-classification", "declared": [ "Transformers", "timm" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-01-21T18:20:45.000Z", "created_at": "2022-12-13T00:19:21.000Z", "downloads": 1788872, "likes": 5, "sha": "ea9abc143ea2b9d8e1ec1de277bce02149b9cf0e", "library_name": "timm", "pipeline_tag": "image-classification", "tags": [ "timm", "pytorch", "safetensors", "image-classification", "transformers", "dataset:imagenet-1k", "dataset:imagenet-21k", "arxiv:2104.00298", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/timm-tf-efficientnetv2-s-in21k-ft-in1k/", "history_url": "https://openmodelweights.com/models/timm-tf-efficientnetv2-s-in21k-ft-in1k/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/timm-tf-efficientnetv2-s-in21k-ft-in1k.json" }, { "id": "meta-llama-meta-llama-3-8b", "name": "Meta-Llama-3-8B", "developer": "Meta", "family": "Meta-Llama-3", "variant": "Meta-Llama-3-8B", "model": { "parameters": "8.03026B", "total_parameters_billions": 8.030261248, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text", "tags": [ "transformers", "safetensors", "llama", "text-generation", "facebook", "meta", "pytorch", "llama-3", "en", "license:llama3", "eval-results", "text-generation-inference", "endpoints_compatible", "region:us", "deploy:sagemaker" ] }, "license": { "id": "llama3", "name": "llama3", "url": "https://www.llama.com/llama3/license/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed subject to Llama community-license conditions", "basis": "https://www.llama.com/llama3/license/" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.llama.com/llama3/license/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 16.06, "fp8_int8": 8.03, "int4": 4.02 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/meta-llama/Meta-Llama-3-8B", "lineage": { "family": "Meta-Llama-3", "variant": "Meta-Llama-3-8B", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "TGI" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-09-27T15:52:33.000Z", "created_at": "2024-04-17T09:35:16.000Z", "downloads": 216558, "likes": 6721, "sha": "8cde5ca8380496c9a6cc7ef3a8b46a0372a1d920", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "llama", "text-generation", "facebook", "meta", "pytorch", "llama-3", "en", "license:llama3", "eval-results", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/meta-llama-meta-llama-3-8b/", "history_url": "https://openmodelweights.com/models/meta-llama-meta-llama-3-8b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/meta-llama-meta-llama-3-8b.json" }, { "id": "nvidia-llama-nemotron-rerank-1b-v2", "name": "llama-nemotron-rerank-1b-v2", "developer": "NVIDIA", "family": "llama-nemotron-rerank", "variant": "llama-nemotron-rerank-1b-v2", "model": { "parameters": "1.23582B", "total_parameters_billions": 1.235816448, "context": { "value": 131072, "display": "131,072 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text Ranking", "tags": [ "transformers", "pytorch", "safetensors", "llama_bidirec", "text-classification", "text", "reranker", "cross-encoder", "retrieval", "semantic-search", "text-ranking", "custom_code", "multilingual", "license:other", "text-embeddings-inference", "endpoints_compatible", "region:us" ] }, "license": { "id": "other", "name": "openmdw-1.1", "url": "https://openmdw.ai/license/1-1/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercially usable subject to NVIDIA license conditions", "basis": "https://openmdw.ai/license/1-1/" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://openmdw.ai/license/1-1/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 2.47, "fp8_int8": 1.24, "int4": 0.62 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/nvidia/llama-nemotron-rerank-1b-v2", "lineage": { "family": "llama-nemotron-rerank", "variant": "llama-nemotron-rerank-1b-v2", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-ranking", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "NeMo", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-26T18:10:29.000Z", "created_at": "2025-10-16T23:09:22.000Z", "downloads": 705162, "likes": 64, "sha": "828765652b05bd439c9789d2a6d093db1caa1443", "library_name": "transformers", "pipeline_tag": "text-ranking", "tags": [ "transformers", "pytorch", "safetensors", "llama_bidirec", "text-classification", "text", "reranker", "cross-encoder", "retrieval", "semantic-search", "text-ranking", "custom_code", "multilingual", "license:other", "text-embeddings-inference", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/nvidia-llama-nemotron-rerank-1b-v2/", "history_url": "https://openmodelweights.com/models/nvidia-llama-nemotron-rerank-1b-v2/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/nvidia-llama-nemotron-rerank-1b-v2.json" }, { "id": "neoquasar-kronos-small", "name": "Kronos-small", "developer": "NeoQuasar", "family": "Kronos-small", "variant": "Kronos-small", "model": { "parameters": "0.0247417B", "total_parameters_billions": 0.024741696, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Time Series Forecasting", "tags": [ "safetensors", "Finance", "Candlestick", "K-line", "time-series", "time-series-forecasting", "arxiv:2508.02739", "license:mit", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.05, "fp8_int8": 0.02, "int4": 0.01 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/NeoQuasar/Kronos-small", "lineage": { "family": "Kronos-small", "variant": "Kronos-small", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": null, "pipeline_tag": "time-series-forecasting", "declared": [], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-09-09T14:10:26.000Z", "created_at": "2025-06-30T15:32:30.000Z", "downloads": 1043355, "likes": 34, "sha": "901c26c1332695a2a8f243eb2f37243a37bea320", "library_name": null, "pipeline_tag": "time-series-forecasting", "tags": [ "safetensors", "Finance", "Candlestick", "K-line", "time-series", "time-series-forecasting", "arxiv:2508.02739", "license:mit", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/neoquasar-kronos-small/", "history_url": "https://openmodelweights.com/models/neoquasar-kronos-small/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/neoquasar-kronos-small.json" }, { "id": "intfloat-e5-small-v2", "name": "e5-small-v2", "developer": "intfloat", "family": "e5-small-v2", "variant": "e5-small-v2", "model": { "parameters": "0.0333605B", "total_parameters_billions": 0.033360512, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text embeddings", "tags": [ "sentence-transformers", "pytorch", "tf", "onnx", "safetensors", "openvino", "bert", "mteb", "Sentence Transformers", "sentence-similarity", "en", "arxiv:2212.03533", "arxiv:2104.08663", "arxiv:2210.07316", "license:mit", "model-index", "text-embeddings-inference", "endpoints_compatible", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.07, "fp8_int8": 0.03, "int4": 0.02 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/intfloat/e5-small-v2", "lineage": { "family": "e5-small-v2", "variant": "e5-small-v2", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "sentence-similarity", "declared": [ "ONNX Runtime", "sentence-transformers" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-02-17T03:24:44.000Z", "created_at": "2023-05-19T06:45:35.000Z", "downloads": 708287, "likes": 126, "sha": "ffb93f3bd4047442299a41ebb6fa998a38507c52", "library_name": "sentence-transformers", "pipeline_tag": "sentence-similarity", "tags": [ "sentence-transformers", "pytorch", "tf", "onnx", "safetensors", "openvino", "bert", "mteb", "Sentence Transformers", "sentence-similarity", "en", "arxiv:2212.03533", "arxiv:2104.08663", "arxiv:2210.07316", "license:mit", "model-index", "text-embeddings-inference", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/intfloat-e5-small-v2/", "history_url": "https://openmodelweights.com/models/intfloat-e5-small-v2/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/intfloat-e5-small-v2.json" }, { "id": "smilingwolf-wd-swinv2-tagger-v3", "name": "wd-swinv2-tagger-v3", "developer": "SmilingWolf", "family": "wd-swinv2-tagger-v3", "variant": "wd-swinv2-tagger-v3", "model": { "parameters": "0.0980263B", "total_parameters_billions": 0.098026341, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "timm", "onnx", "safetensors", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.2, "fp8_int8": 0.1, "int4": 0.05 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "ONNX" ], "repository": "https://huggingface.co/SmilingWolf/wd-swinv2-tagger-v3", "lineage": { "family": "wd-swinv2-tagger-v3", "variant": "wd-swinv2-tagger-v3", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "timm", "pipeline_tag": null, "declared": [ "ONNX Runtime", "timm" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-03-16T20:26:32.000Z", "created_at": "2024-03-06T17:01:47.000Z", "downloads": 761206, "likes": 97, "sha": "627aef95638667ddcaa3ac8ae625e88ea5b02f51", "library_name": "timm", "pipeline_tag": null, "tags": [ "timm", "onnx", "safetensors", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/smilingwolf-wd-swinv2-tagger-v3/", "history_url": "https://openmodelweights.com/models/smilingwolf-wd-swinv2-tagger-v3/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/smilingwolf-wd-swinv2-tagger-v3.json" }, { "id": "snowflake-snowflake-arctic-embed-l", "name": "snowflake-arctic-embed-l", "developer": "Snowflake", "family": "snowflake-arctic-embed-l", "variant": "snowflake-arctic-embed-l", "model": { "parameters": "0.334092B", "total_parameters_billions": 0.334092288, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text embeddings", "tags": [ "sentence-transformers", "onnx", "safetensors", "bert", "feature-extraction", "sentence-similarity", "mteb", "arctic", "snowflake-arctic-embed", "transformers.js", "arxiv:2407.18887", "arxiv:2405.05374", "license:apache-2.0", "model-index", "text-embeddings-inference", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.67, "fp8_int8": 0.33, "int4": 0.17 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "ONNX" ], "repository": "https://huggingface.co/Snowflake/snowflake-arctic-embed-l", "lineage": { "family": "snowflake-arctic-embed-l", "variant": "snowflake-arctic-embed-l", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "sentence-similarity", "declared": [ "ONNX Runtime", "sentence-transformers" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-12-19T13:32:48.000Z", "created_at": "2024-04-12T13:54:34.000Z", "downloads": 744461, "likes": 104, "sha": "d8fb21ca8d905d2832ee8b96c894d3298964346b", "library_name": "sentence-transformers", "pipeline_tag": "sentence-similarity", "tags": [ "sentence-transformers", "onnx", "safetensors", "bert", "feature-extraction", "sentence-similarity", "mteb", "arctic", "snowflake-arctic-embed", "transformers.js", "arxiv:2407.18887", "arxiv:2405.05374", "license:apache-2.0", "model-index", "text-embeddings-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/snowflake-snowflake-arctic-embed-l/", "history_url": "https://openmodelweights.com/models/snowflake-snowflake-arctic-embed-l/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/snowflake-snowflake-arctic-embed-l.json" }, { "id": "comfy-org-flux1-schnell", "name": "flux1-schnell", "developer": "Comfy-Org", "family": "flux1-schnell", "variant": "flux1-schnell", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "diffusion-single-file", "comfyui", "base_model:black-forest-labs/FLUX.1-schnell", "base_model:finetune:black-forest-labs/FLUX.1-schnell", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Comfy-Org/flux1-schnell", "lineage": { "family": "flux1-schnell", "variant": "flux1-schnell", "base_model": { "status": "declared", "models": [ "black-forest-labs/FLUX.1-schnell" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "diffusion-single-file", "pipeline_tag": null, "declared": [ "diffusion-single-file" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-23T07:56:09.000Z", "created_at": "2024-08-04T18:38:36.000Z", "downloads": 435856, "likes": 294, "sha": "c2b683ea00713d6feadcd54b39e3725bbc78638b", "library_name": "diffusion-single-file", "pipeline_tag": null, "tags": [ "diffusion-single-file", "comfyui", "base_model:black-forest-labs/FLUX.1-schnell", "base_model:finetune:black-forest-labs/FLUX.1-schnell", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/comfy-org-flux1-schnell/", "history_url": "https://openmodelweights.com/models/comfy-org-flux1-schnell/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/comfy-org-flux1-schnell.json" }, { "id": "distilbert-distilbert-base-multilingual-cased", "name": "distilbert-base-multilingual-cased", "developer": "distilbert", "family": "distilbert-base-multilingual-cased", "variant": "distilbert-base-multilingual-cased", "model": { "parameters": "0.135446B", "total_parameters_billions": 0.135445755, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "pytorch", "tf", "onnx", "safetensors", "distilbert", "fill-mask", "multilingual", "af", "sq", "ar", "an", "hy", "ast", "az", "ba", "eu", "bar", "be", "bn" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.27, "fp8_int8": 0.14, "int4": 0.07 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/distilbert/distilbert-base-multilingual-cased", "lineage": { "family": "distilbert-base-multilingual-cased", "variant": "distilbert-base-multilingual-cased", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "fill-mask", "declared": [ "ONNX Runtime", "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-05-06T13:46:54.000Z", "created_at": "2022-03-02T23:29:04.000Z", "downloads": 573951, "likes": 246, "sha": "45c032ab32cc946ad88a166f7cb282f58c753c2e", "library_name": "transformers", "pipeline_tag": "fill-mask", "tags": [ "transformers", "pytorch", "tf", "onnx", "safetensors", "distilbert", "fill-mask", "multilingual", "af", "sq", "ar", "an", "hy", "ast", "az", "ba", "eu", "bar", "be", "bn", "inc", "bs", "br", "bg", "my", "ca", "ceb", "ce", "zh", "cv", "hr", "cs", "da", "nl", "en", "et", "fi", "fr", "gl", "ka", "de", "el", "gu", "ht", "he", "hi", "hu", "is", "io", "id", "ga", "it", "ja", "jv", "kn", "kk", "ky", "ko", "la", "lv", "lt", "roa", "nds", "lm", "mk", "mg", "ms", "ml", "mr", "mn", "min", "ne", "new", "nb", "nn", "oc", "fa", "pms", "pl", "pt", "pa", "ro", "ru", "sco", "sr", "scn", "sk", "sl", "aze", "es", "su", "sw", "sv", "tl", "tg", "th", "ta", "tt", "te", "tr", "uk", "ud", "uz", "vi", "vo", "war", "cy", "fry", "pnb", "yo", "dataset:wikipedia", "arxiv:1910.01108", "arxiv:1910.09700", "license:apache-2.0", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/distilbert-distilbert-base-multilingual-cased/", "history_url": "https://openmodelweights.com/models/distilbert-distilbert-base-multilingual-cased/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/distilbert-distilbert-base-multilingual-cased.json" }, { "id": "bigscience-bloom-560m", "name": "bloom-560m", "developer": "BigScience", "family": "bloom", "variant": "bloom-560m", "model": { "parameters": "0.559215B", "total_parameters_billions": 0.559214592, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text", "tags": [ "transformers", "pytorch", "jax", "onnx", "safetensors", "bloom", "text-generation", "ak", "ar", "as", "bm", "bn", "ca", "code", "en", "es", "eu", "fon", "fr", "gu" ] }, "license": { "id": "bigscience-bloom-rail-1.0", "name": "bigscience-bloom-rail-1.0", "url": "https://huggingface.co/bigscience/bloom-560m/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": "https://huggingface.co/bigscience/bloom-560m/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/bigscience/bloom-560m/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1.12, "fp8_int8": 0.56, "int4": 0.28 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/bigscience/bloom-560m", "lineage": { "family": "bloom", "variant": "bloom-560m", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "ONNX Runtime", "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-09-26T09:16:49.000Z", "created_at": "2022-05-19T11:51:24.000Z", "downloads": 505393, "likes": 376, "sha": "ac2ae5fab2ce3f9f40dc79b5ca9f637430d24971", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "pytorch", "jax", "onnx", "safetensors", "bloom", "text-generation", "ak", "ar", "as", "bm", "bn", "ca", "code", "en", "es", "eu", "fon", "fr", "gu", "hi", "id", "ig", "ki", "kn", "lg", "ln", "ml", "mr", "ne", "nso", "ny", "or", "pa", "pt", "rn", "rw", "sn", "st", "sw", "ta", "te", "tn", "ts", "tum", "tw", "ur", "vi", "wo", "xh", "yo", "zh", "zhs", "zht", "zu", "arxiv:1909.08053", "arxiv:2110.02861", "arxiv:2108.12409", "license:bigscience-bloom-rail-1.0", "text-generation-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/bigscience-bloom-560m/", "history_url": "https://openmodelweights.com/models/bigscience-bloom-560m/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/bigscience-bloom-560m.json" }, { "id": "microsoft-phi-4-mini-instruct", "name": "Phi-4-mini-instruct", "developer": "Microsoft", "family": "Phi-4-mini", "variant": "Phi-4-mini-instruct", "model": { "parameters": "3.83602B", "total_parameters_billions": 3.83602176, "context": { "value": 131072, "display": "131,072 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "phi3", "text-generation", "nlp", "code", "conversational", "custom_code", "multilingual", "ar", "zh", "cs", "da", "nl", "en", "fi", "fr", "de", "he", "hu" ] }, "license": { "id": "mit", "name": "MIT", "url": "https://huggingface.co/microsoft/Phi-4-mini-instruct/resolve/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": "https://huggingface.co/microsoft/Phi-4-mini-instruct/resolve/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/microsoft/Phi-4-mini-instruct/resolve/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 7.67, "fp8_int8": 3.84, "int4": 1.92 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/microsoft/Phi-4-mini-instruct", "lineage": { "family": "Phi-4-mini", "variant": "Phi-4-mini-instruct", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "ONNX Runtime", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-12-10T20:24:40.000Z", "created_at": "2025-02-19T01:00:58.000Z", "downloads": 379184, "likes": 846, "sha": "cfbefacb99257ffa30c83adab238a50856ac3083", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "phi3", "text-generation", "nlp", "code", "conversational", "custom_code", "multilingual", "ar", "zh", "cs", "da", "nl", "en", "fi", "fr", "de", "he", "hu", "it", "ja", "ko", "no", "pl", "pt", "ru", "es", "sv", "th", "tr", "uk", "arxiv:2503.01743", "license:mit", "eval-results", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/microsoft-phi-4-mini-instruct/", "history_url": "https://openmodelweights.com/models/microsoft-phi-4-mini-instruct/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/microsoft-phi-4-mini-instruct.json" }, { "id": "swiss-ai-apertus-v1-5-8b", "name": "Apertus-v1.5-8B", "developer": "swiss-ai", "family": "Apertus-v1.5", "variant": "Apertus-v1.5-8B", "model": { "parameters": "8.90355B", "total_parameters_billions": 8.903547555, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "apertus1p5", "text-generation", "multilingual", "multimodal", "switzerland", "swiss-ai", "apertus", "image-text-to-text", "conversational", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/swiss-ai/Apertus-v1.5-8B/blob/main/LICENSE.txt", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/swiss-ai/Apertus-v1.5-8B/blob/main/LICENSE.txt" }, "repository_license_files": [ "LICENSE.txt" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/swiss-ai/Apertus-v1.5-8B/blob/main/LICENSE.txt" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 17.81, "fp8_int8": 8.9, "int4": 4.45 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/swiss-ai/Apertus-v1.5-8B", "lineage": { "family": "Apertus-v1.5", "variant": "Apertus-v1.5-8B", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-07-24T08:50:26.000Z", "created_at": "2026-07-24T06:03:10.000Z", "downloads": 585851, "likes": 120, "sha": "a411d838600baf0e3635a3daf66fb7c55fc97bb6", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "apertus1p5", "text-generation", "multilingual", "multimodal", "switzerland", "swiss-ai", "apertus", "image-text-to-text", "conversational", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/swiss-ai-apertus-v1-5-8b/", "history_url": "https://openmodelweights.com/models/swiss-ai-apertus-v1-5-8b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/swiss-ai-apertus-v1-5-8b.json" }, { "id": "hustvl-yolos-small", "name": "yolos-small", "developer": "hustvl", "family": "yolos-small", "variant": "yolos-small", "model": { "parameters": "0.0306848B", "total_parameters_billions": 0.030684768, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image", "tags": [ "transformers", "pytorch", "safetensors", "yolos", "object-detection", "vision", "dataset:coco", "arxiv:2106.00666", "license:apache-2.0", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.06, "fp8_int8": 0.03, "int4": 0.02 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/hustvl/yolos-small", "lineage": { "family": "yolos-small", "variant": "yolos-small", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "object-detection", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-05-08T07:49:12.000Z", "created_at": "2022-04-26T09:38:22.000Z", "downloads": 746236, "likes": 98, "sha": "3d8f7130d3ce4907cb206fe1c8485dc8fe8703de", "library_name": "transformers", "pipeline_tag": "object-detection", "tags": [ "transformers", "pytorch", "safetensors", "yolos", "object-detection", "vision", "dataset:coco", "arxiv:2106.00666", "license:apache-2.0", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/hustvl-yolos-small/", "history_url": "https://openmodelweights.com/models/hustvl-yolos-small/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/hustvl-yolos-small.json" }, { "id": "taylorai-bge-micro-v2", "name": "bge-micro-v2", "developer": "TaylorAI", "family": "bge-micro-v2", "variant": "bge-micro-v2", "model": { "parameters": "0.0173898B", "total_parameters_billions": 0.017389824, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text embeddings", "tags": [ "sentence-transformers", "pytorch", "onnx", "safetensors", "bert", "feature-extraction", "sentence-similarity", "transformers", "mteb", "license:mit", "model-index", "text-embeddings-inference", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "mit", "name": "MIT", "url": "https://huggingface.co/TaylorAI/bge-micro-v2/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": "https://huggingface.co/TaylorAI/bge-micro-v2/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/TaylorAI/bge-micro-v2/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.03, "fp8_int8": 0.02, "int4": 0.01 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/TaylorAI/bge-micro-v2", "lineage": { "family": "bge-micro-v2", "variant": "bge-micro-v2", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "sentence-similarity", "declared": [ "ONNX Runtime", "Transformers", "sentence-transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-06-06T22:44:08.000Z", "created_at": "2023-10-11T05:55:09.000Z", "downloads": 836065, "likes": 65, "sha": "3edf6d7de0faa426b09780416fe61009f26ae589", "library_name": "sentence-transformers", "pipeline_tag": "sentence-similarity", "tags": [ "sentence-transformers", "pytorch", "onnx", "safetensors", "bert", "feature-extraction", "sentence-similarity", "transformers", "mteb", "license:mit", "model-index", "text-embeddings-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/taylorai-bge-micro-v2/", "history_url": "https://openmodelweights.com/models/taylorai-bge-micro-v2/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/taylorai-bge-micro-v2.json" }, { "id": "nvidia-qwen3-8-27b-nvfp4", "name": "Qwen3.8-27B-NVFP4", "developer": "NVIDIA", "family": "Qwen3.8", "variant": "Qwen3.8-27B-NVFP4", "model": { "parameters": "18.1646B", "total_parameters_billions": 18.1646492, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Text", "tags": [ "Model Optimizer", "safetensors", "qwen3_5", "nvidia", "ModelOpt", "Qwen3.8", "quantized", "FP4", "fp4", "FP8", "fp8", "text-generation", "conversational", "base_model:Qwen/Qwen3.8-27B", "base_model:quantized:Qwen/Qwen3.8-27B", "license:apache-2.0", "8-bit", "modelopt", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/nvidia/Qwen3.8-27B-NVFP4/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/nvidia/Qwen3.8-27B-NVFP4/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/nvidia/Qwen3.8-27B-NVFP4/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 36.33, "fp8_int8": 18.16, "int4": 9.08 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/nvidia/Qwen3.8-27B-NVFP4", "lineage": { "family": "Qwen3.8", "variant": "Qwen3.8-27B-NVFP4", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3.8-27B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Model Optimizer", "pipeline_tag": "text-generation", "declared": [ "Model Optimizer" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-17T17:16:07.000Z", "created_at": "2026-09-04T21:43:04.000Z", "downloads": 511677, "likes": 160, "sha": "482ca0f3832238542f8f5295dde86b5f22711d80", "library_name": "Model Optimizer", "pipeline_tag": "text-generation", "tags": [ "Model Optimizer", "safetensors", "qwen3_5", "nvidia", "ModelOpt", "Qwen3.8", "quantized", "FP4", "fp4", "FP8", "fp8", "text-generation", "conversational", "base_model:Qwen/Qwen3.8-27B", "base_model:quantized:Qwen/Qwen3.8-27B", "license:apache-2.0", "8-bit", "modelopt", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/nvidia-qwen3-8-27b-nvfp4/", "history_url": "https://openmodelweights.com/models/nvidia-qwen3-8-27b-nvfp4/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/nvidia-qwen3-8-27b-nvfp4.json" }, { "id": "facebook-dinov3-vitb16-pretrain-lvd1689m", "name": "dinov3-vitb16-pretrain-lvd1689m", "developer": "Meta", "family": "dinov3-vitb16-pretrain-lvd1689m", "variant": "dinov3-vitb16-pretrain-lvd1689m", "model": { "parameters": "0.0856604B", "total_parameters_billions": 0.085660416, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image Feature Extraction", "tags": [ "transformers", "safetensors", "dinov3_vit", "image-feature-extraction", "dino", "dinov3", "arxiv:2508.10104", "en", "base_model:facebook/dinov3-vit7b16-pretrain-lvd1689m", "base_model:finetune:facebook/dinov3-vit7b16-pretrain-lvd1689m", "license:other", "endpoints_compatible", "region:us" ] }, "license": { "id": "other", "name": "dinov3-license", "url": "https://ai.meta.com/resources/models-and-libraries/dinov3-license", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed subject to Llama community-license conditions", "basis": "https://ai.meta.com/resources/models-and-libraries/dinov3-license" }, "repository_license_files": [ "LICENSE.md" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://ai.meta.com/resources/models-and-libraries/dinov3-license" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.17, "fp8_int8": 0.09, "int4": 0.04 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/facebook/dinov3-vitb16-pretrain-lvd1689m", "lineage": { "family": "dinov3-vitb16-pretrain-lvd1689m", "variant": "dinov3-vitb16-pretrain-lvd1689m", "base_model": { "status": "declared", "models": [ "facebook/dinov3-vit7b16-pretrain-lvd1689m" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-feature-extraction", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-08-19T09:00:44.000Z", "created_at": "2025-08-05T09:33:19.000Z", "downloads": 490733, "likes": 373, "sha": "5931719e67bbdb9737e363e781fb0c67687896bc", "library_name": "transformers", "pipeline_tag": "image-feature-extraction", "tags": [ "transformers", "safetensors", "dinov3_vit", "image-feature-extraction", "dino", "dinov3", "arxiv:2508.10104", "en", "base_model:facebook/dinov3-vit7b16-pretrain-lvd1689m", "base_model:finetune:facebook/dinov3-vit7b16-pretrain-lvd1689m", "license:other", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/facebook-dinov3-vitb16-pretrain-lvd1689m/", "history_url": "https://openmodelweights.com/models/facebook-dinov3-vitb16-pretrain-lvd1689m/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/facebook-dinov3-vitb16-pretrain-lvd1689m.json" }, { "id": "ai-sage-giga-embeddings-instruct", "name": "Giga-Embeddings-instruct", "developer": "ai-sage", "family": "Giga-Embeddings", "variant": "Giga-Embeddings-instruct", "model": { "parameters": "3.44962B", "total_parameters_billions": 3.449624576, "context": { "value": 4096, "display": "4,096 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Embeddings / features", "tags": [ "sentence-transformers", "safetensors", "gigarembed", "feature-extraction", "MTEB", "transformers", "custom_code", "ru", "en", "license:mit", "endpoints_compatible", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 6.9, "fp8_int8": 3.45, "int4": 1.72 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/ai-sage/Giga-Embeddings-instruct", "lineage": { "family": "Giga-Embeddings", "variant": "Giga-Embeddings-instruct", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "feature-extraction", "declared": [ "Transformers", "sentence-transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-10-24T11:04:48.000Z", "created_at": "2024-12-11T12:25:30.000Z", "downloads": 673735, "likes": 120, "sha": "2cf0fdc97194aaedf10ac0e6bf798834acd31042", "library_name": "sentence-transformers", "pipeline_tag": "feature-extraction", "tags": [ "sentence-transformers", "safetensors", "gigarembed", "feature-extraction", "MTEB", "transformers", "custom_code", "ru", "en", "license:mit", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/ai-sage-giga-embeddings-instruct/", "history_url": "https://openmodelweights.com/models/ai-sage-giga-embeddings-instruct/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/ai-sage-giga-embeddings-instruct.json" }, { "id": "openbmb-minicpm5-2b-dspark", "name": "MiniCPM5-2B-DSpark", "developer": "openbmb", "family": "MiniCPM5", "variant": "MiniCPM5-2B-DSpark", "model": { "parameters": "0.323776B", "total_parameters_billions": 0.323776001, "context": { "value": 131072, "display": "131,072 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "qwen3", "minicpm", "minicpm5", "llama", "text-generation", "long-context", "tool-calling", "on-device", "edge-ai", "custom_code", "en", "zh", "dataset:openbmb/Ultra-FineWeb", "dataset:openbmb/UltraX-Preview", "dataset:openbmb/Ultra-FineWeb-L3", "dataset:openbmb/UltraData-Math", "dataset:openbmb/UltraData-Code", "dataset:openbmb/UltraData-SFT-2605" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.65, "fp8_int8": 0.32, "int4": 0.16 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/openbmb/MiniCPM5-2B-DSpark", "lineage": { "family": "MiniCPM5", "variant": "MiniCPM5-2B-DSpark", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-06T16:19:16.000Z", "created_at": "2026-09-06T11:33:35.000Z", "downloads": 751275, "likes": 42, "sha": "114a20fdbf53220712c7fbdd7dccddbf1dedebb4", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "qwen3", "minicpm", "minicpm5", "llama", "text-generation", "long-context", "tool-calling", "on-device", "edge-ai", "custom_code", "en", "zh", "dataset:openbmb/Ultra-FineWeb", "dataset:openbmb/UltraX-Preview", "dataset:openbmb/Ultra-FineWeb-L3", "dataset:openbmb/UltraData-Math", "dataset:openbmb/UltraData-Code", "dataset:openbmb/UltraData-SFT-2605", "dataset:openbmb/UltraData-SFT-Agent-2609", "dataset:openbmb/UltraData-RL-2609", "arxiv:2506.07900", "arxiv:2607.05147", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/openbmb-minicpm5-2b-dspark/", "history_url": "https://openmodelweights.com/models/openbmb-minicpm5-2b-dspark/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/openbmb-minicpm5-2b-dspark.json" }, { "id": "timm-vit-small-patch14-dinov2-lvd142m", "name": "vit_small_patch14_dinov2.lvd142m", "developer": "timm", "family": "vit_small_patch14_dinov2.lvd142m", "variant": "vit_small_patch14_dinov2.lvd142m", "model": { "parameters": "0.0220562B", "total_parameters_billions": 0.022056192, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image Feature Extraction", "tags": [ "timm", "pytorch", "safetensors", "image-feature-extraction", "transformers", "arxiv:2304.07193", "arxiv:2010.11929", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.04, "fp8_int8": 0.02, "int4": 0.01 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/timm/vit_small_patch14_dinov2.lvd142m", "lineage": { "family": "vit_small_patch14_dinov2.lvd142m", "variant": "vit_small_patch14_dinov2.lvd142m", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "timm", "pipeline_tag": "image-feature-extraction", "declared": [ "Transformers", "timm" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-01-21T21:13:22.000Z", "created_at": "2023-05-09T21:09:24.000Z", "downloads": 1483544, "likes": 8, "sha": "4610ca143709d58a633b6397a74412c2c3842454", "library_name": "timm", "pipeline_tag": "image-feature-extraction", "tags": [ "timm", "pytorch", "safetensors", "image-feature-extraction", "transformers", "arxiv:2304.07193", "arxiv:2010.11929", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/timm-vit-small-patch14-dinov2-lvd142m/", "history_url": "https://openmodelweights.com/models/timm-vit-small-patch14-dinov2-lvd142m/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/timm-vit-small-patch14-dinov2-lvd142m.json" }, { "id": "google-flan-t5-small", "name": "flan-t5-small", "developer": "Google", "family": "flan-t5-small", "variant": "flan-t5-small", "model": { "parameters": "0.0769612B", "total_parameters_billions": 0.076961152, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "transformers", "pytorch", "tf", "jax", "safetensors", "t5", "text2text-generation", "en", "fr", "ro", "de", "multilingual", "dataset:svakulenk0/qrecc", "dataset:taskmaster2", "dataset:djaym7/wiki_dialog", "dataset:deepmind/code_contests", "dataset:lambada", "dataset:gsm8k", "dataset:aqua_rat", "dataset:esnli" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.15, "fp8_int8": 0.08, "int4": 0.04 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/google/flan-t5-small", "lineage": { "family": "flan-t5-small", "variant": "flan-t5-small", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": null, "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-10-10T18:01:54.000Z", "created_at": "2022-10-21T09:59:24.000Z", "downloads": 444290, "likes": 499, "sha": "0fc9ddf78a1e988dac52e2dac162b0ede4fd74ab", "library_name": "transformers", "pipeline_tag": null, "tags": [ "transformers", "pytorch", "tf", "jax", "safetensors", "t5", "text2text-generation", "en", "fr", "ro", "de", "multilingual", "dataset:svakulenk0/qrecc", "dataset:taskmaster2", "dataset:djaym7/wiki_dialog", "dataset:deepmind/code_contests", "dataset:lambada", "dataset:gsm8k", "dataset:aqua_rat", "dataset:esnli", "dataset:quasc", "dataset:qed", "arxiv:2210.11416", "arxiv:1910.09700", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/google-flan-t5-small/", "history_url": "https://openmodelweights.com/models/google-flan-t5-small/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/google-flan-t5-small.json" }, { "id": "jhgan-ko-sroberta-multitask", "name": "ko-sroberta-multitask", "developer": "jhgan", "family": "ko-sroberta-multitask", "variant": "ko-sroberta-multitask", "model": { "parameters": "0.110619B", "total_parameters_billions": 0.110618626, "context": { "value": 514, "display": "514 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text embeddings", "tags": [ "sentence-transformers", "pytorch", "tf", "onnx", "safetensors", "openvino", "roberta", "feature-extraction", "sentence-similarity", "transformers", "ko", "arxiv:2004.03289", "text-embeddings-inference", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": null, "name": "Not declared in model-card metadata", "url": null, "status": "not-disclosed", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.22, "fp8_int8": 0.11, "int4": 0.06 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/jhgan/ko-sroberta-multitask", "lineage": { "family": "ko-sroberta-multitask", "variant": "ko-sroberta-multitask", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "sentence-similarity", "declared": [ "ONNX Runtime", "Transformers", "sentence-transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-06-16T00:32:36.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 536766, "likes": 151, "sha": "8fca7c9c98c26599be0e14b9916b11a756a26f19", "library_name": "sentence-transformers", "pipeline_tag": "sentence-similarity", "tags": [ "sentence-transformers", "pytorch", "tf", "onnx", "safetensors", "openvino", "roberta", "feature-extraction", "sentence-similarity", "transformers", "ko", "arxiv:2004.03289", "text-embeddings-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "not-disclosed", "commercial_use": "unknown", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/jhgan-ko-sroberta-multitask/", "history_url": "https://openmodelweights.com/models/jhgan-ko-sroberta-multitask/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/jhgan-ko-sroberta-multitask.json" }, { "id": "microsoft-deberta-v3-small", "name": "deberta-v3-small", "developer": "Microsoft", "family": "deberta-v3-small", "variant": "deberta-v3-small", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "pytorch", "tf", "deberta-v2", "deberta", "deberta-v3", "fill-mask", "en", "arxiv:2006.03654", "arxiv:2111.09543", "license:mit", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/microsoft/deberta-v3-small", "lineage": { "family": "deberta-v3-small", "variant": "deberta-v3-small", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "fill-mask", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2022-09-26T08:59:13.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 764471, "likes": 79, "sha": "a36c739020e01763fe789b4b85e2df55d6180012", "library_name": "transformers", "pipeline_tag": "fill-mask", "tags": [ "transformers", "pytorch", "tf", "deberta-v2", "deberta", "deberta-v3", "fill-mask", "en", "arxiv:2006.03654", "arxiv:2111.09543", "license:mit", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/microsoft-deberta-v3-small/", "history_url": "https://openmodelweights.com/models/microsoft-deberta-v3-small/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/microsoft-deberta-v3-small.json" }, { "id": "briaai-rmbg-1-4", "name": "RMBG-1.4", "developer": "briaai", "family": "RMBG-1.4", "variant": "RMBG-1.4", "model": { "parameters": "0.0440756B", "total_parameters_billions": 0.04407559, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image", "tags": [ "transformers", "pytorch", "onnx", "safetensors", "SegformerForSemanticSegmentation", "image-segmentation", "remove background", "background", "background-removal", "Pytorch", "vision", "legal liability", "transformers.js", "custom_code", "license:other", "region:us" ] }, "license": { "id": "other", "name": "bria-rmbg-1.4", "url": "https://bria.ai/bria-huggingface-model-license-agreement/", "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": "https://bria.ai/bria-huggingface-model-license-agreement/" }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": "https://bria.ai/bria-huggingface-model-license-agreement/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.09, "fp8_int8": 0.04, "int4": 0.02 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/briaai/RMBG-1.4", "lineage": { "family": "RMBG-1.4", "variant": "RMBG-1.4", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-segmentation", "declared": [ "ONNX Runtime", "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-07-06T08:27:49.000Z", "created_at": "2023-12-12T19:52:35.000Z", "downloads": 289506, "likes": 2034, "sha": "2ceba5a5efaec153162aedea169f76caf9b46cf8", "library_name": "transformers", "pipeline_tag": "image-segmentation", "tags": [ "transformers", "pytorch", "onnx", "safetensors", "SegformerForSemanticSegmentation", "image-segmentation", "remove background", "background", "background-removal", "Pytorch", "vision", "legal liability", "transformers.js", "custom_code", "license:other", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/briaai-rmbg-1-4/", "history_url": "https://openmodelweights.com/models/briaai-rmbg-1-4/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/briaai-rmbg-1-4.json" }, { "id": "salesforce-blip-vqa-base", "name": "blip-vqa-base", "developer": "Salesforce", "family": "blip-vqa", "variant": "blip-vqa-base", "model": { "parameters": "0.384674B", "total_parameters_billions": 0.384673596, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "pytorch", "tf", "safetensors", "blip", "visual-question-answering", "arxiv:2201.12086", "license:bsd-3-clause", "region:us" ] }, "license": { "id": "bsd-3-clause", "name": "BSD-3-CLAUSE", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under BSD-3-CLAUSE conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.77, "fp8_int8": 0.38, "int4": 0.19 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/Salesforce/blip-vqa-base", "lineage": { "family": "blip-vqa", "variant": "blip-vqa-base", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "visual-question-answering", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-02-03T06:44:34.000Z", "created_at": "2022-12-12T17:51:53.000Z", "downloads": 580318, "likes": 195, "sha": "787b3d35d57e49572baabd22884b3d5a05acf072", "library_name": "transformers", "pipeline_tag": "visual-question-answering", "tags": [ "transformers", "pytorch", "tf", "safetensors", "blip", "visual-question-answering", "arxiv:2201.12086", "license:bsd-3-clause", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/salesforce-blip-vqa-base/", "history_url": "https://openmodelweights.com/models/salesforce-blip-vqa-base/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/salesforce-blip-vqa-base.json" }, { "id": "comfy-org-vae-text-encorder-for-flux-klein-4b", "name": "vae-text-encorder-for-flux-klein-4b", "developer": "Comfy-Org", "family": "vae-text-encorder-for-flux-klein", "variant": "vae-text-encorder-for-flux-klein-4b", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "diffusion-single-file", "comfyui", "base_model:black-forest-labs/FLUX.2-klein-4B", "base_model:finetune:black-forest-labs/FLUX.2-klein-4B", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Comfy-Org/vae-text-encorder-for-flux-klein-4b", "lineage": { "family": "vae-text-encorder-for-flux-klein", "variant": "vae-text-encorder-for-flux-klein-4b", "base_model": { "status": "declared", "models": [ "black-forest-labs/FLUX.2-klein-4B", "black-forest-labs/FLUX.2-klein-base-4B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "diffusion-single-file", "pipeline_tag": null, "declared": [ "diffusion-single-file" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-17T06:14:50.000Z", "created_at": "2026-01-15T03:24:40.000Z", "downloads": 578805, "likes": 99, "sha": "5f526678002e43af5551dadb73ce2e8c91b43afe", "library_name": "diffusion-single-file", "pipeline_tag": null, "tags": [ "diffusion-single-file", "comfyui", "base_model:black-forest-labs/FLUX.2-klein-4B", "base_model:finetune:black-forest-labs/FLUX.2-klein-4B", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/comfy-org-vae-text-encorder-for-flux-klein-4b/", "history_url": "https://openmodelweights.com/models/comfy-org-vae-text-encorder-for-flux-klein-4b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/comfy-org-vae-text-encorder-for-flux-klein-4b.json" }, { "id": "unitary-unbiased-toxic-roberta", "name": "unbiased-toxic-roberta", "developer": "unitary", "family": "unbiased-toxic-roberta", "variant": "unbiased-toxic-roberta", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 514, "display": "514 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text Classification", "tags": [ "transformers", "pytorch", "jax", "roberta", "text-classification", "arxiv:1703.04009", "arxiv:1905.12516", "license:apache-2.0", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/unitary/unbiased-toxic-roberta", "lineage": { "family": "unbiased-toxic-roberta", "variant": "unbiased-toxic-roberta", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-classification", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-08-18T10:43:39.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 1003378, "likes": 30, "sha": "36295dd80b422dc49f40052021430dae76241adc", "library_name": "transformers", "pipeline_tag": "text-classification", "tags": [ "transformers", "pytorch", "jax", "roberta", "text-classification", "arxiv:1703.04009", "arxiv:1905.12516", "license:apache-2.0", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/unitary-unbiased-toxic-roberta/", "history_url": "https://openmodelweights.com/models/unitary-unbiased-toxic-roberta/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/unitary-unbiased-toxic-roberta.json" }, { "id": "laion-clip-convnext-base-w-laion2b-s13b-b82k-augreg", "name": "CLIP-convnext_base_w-laion2B-s13B-b82K-augreg", "developer": "laion", "family": "CLIP-convnext_base_w-laion2B-s13B-b82K-augreg", "variant": "CLIP-convnext_base_w-laion2B-s13B-b82K-augreg", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Zero Shot Image Classification", "tags": [ "open_clip", "tensorboard", "safetensors", "clip", "zero-shot-image-classification", "arxiv:2201.03545", "arxiv:1910.04867", "license:mit", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/laion/CLIP-convnext_base_w-laion2B-s13B-b82K-augreg", "lineage": { "family": "CLIP-convnext_base_w-laion2B-s13B-b82K-augreg", "variant": "CLIP-convnext_base_w-laion2B-s13B-b82K-augreg", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "open_clip", "pipeline_tag": "zero-shot-image-classification", "declared": [ "open_clip" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-04-18T22:05:22.000Z", "created_at": "2023-01-10T01:34:39.000Z", "downloads": 1405690, "likes": 9, "sha": "f231e88547aac0dd86ad224432612fcf91aa4226", "library_name": "open_clip", "pipeline_tag": "zero-shot-image-classification", "tags": [ "open_clip", "tensorboard", "safetensors", "clip", "zero-shot-image-classification", "arxiv:2201.03545", "arxiv:1910.04867", "license:mit", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/laion-clip-convnext-base-w-laion2b-s13b-b82k-augreg/", "history_url": "https://openmodelweights.com/models/laion-clip-convnext-base-w-laion2b-s13b-b82k-augreg/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/laion-clip-convnext-base-w-laion2b-s13b-b82k-augreg.json" }, { "id": "nvidia-nemotron-speech-streaming-en-0-6b", "name": "nemotron-speech-streaming-en-0.6b", "developer": "NVIDIA", "family": "nemotron-speech-streaming-en", "variant": "nemotron-speech-streaming-en-0.6b", "model": { "parameters": "0.618085B", "total_parameters_billions": 0.618084865, "context": { "value": 5000, "display": "5,000 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "encoder_config.max_position_embeddings" } ] }, "modality": "Audio → text", "tags": [ "nemo", "safetensors", "gguf", "nemotron_asr_streaming", "feature-extraction", "transformers", "speech-recognition", "cache-aware ASR", "automatic-speech-recognition", "streaming-asr", "speech", "audio", "FastConformer", "RNNT", "Parakeet", "ASR", "pytorch", "NeMo", "hf-asr-leaderboard", "dataset:nvidia/Granary" ] }, "license": { "id": "other", "name": "nvidia-open-model-license", "url": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-open-model-license/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercially usable subject to NVIDIA license conditions", "basis": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-open-model-license/" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-open-model-license/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1.24, "fp8_int8": 0.62, "int4": 0.31 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "GGUF", "NeMo" ], "repository": "https://huggingface.co/nvidia/nemotron-speech-streaming-en-0.6b", "lineage": { "family": "nemotron-speech-streaming-en", "variant": "nemotron-speech-streaming-en-0.6b", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "NeMo", "pipeline_tag": "automatic-speech-recognition", "declared": [ "NeMo", "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "GGUF artifact present (commonly used with llama.cpp-compatible runtimes)" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-05T21:45:11.000Z", "created_at": "2025-12-17T01:07:38.000Z", "downloads": 331849, "likes": 632, "sha": "ebe59e5a817142986528bbbee5dba8db7b38ed50", "library_name": "nemo", "pipeline_tag": "automatic-speech-recognition", "tags": [ "nemo", "safetensors", "gguf", "nemotron_asr_streaming", "feature-extraction", "transformers", "speech-recognition", "cache-aware ASR", "automatic-speech-recognition", "streaming-asr", "speech", "audio", "FastConformer", "RNNT", "Parakeet", "ASR", "pytorch", "NeMo", "hf-asr-leaderboard", "dataset:nvidia/Granary", "dataset:YTC", "dataset:Yodas2", "dataset:LibriLight", "dataset:librispeech_asr", "dataset:fisher_corpus", "dataset:Switchboard-1", "dataset:WSJ-0", "dataset:WSJ-1", "dataset:National-Singapore-Corpus-Part-1", "dataset:National-Singapore-Corpus-Part-6", "dataset:vctk", "dataset:voxpopuli", "dataset:europarl", "dataset:multilingual_librispeech", "dataset:fleurs", "dataset:mozilla-foundation/common_voice_8_0", "dataset:MLCommons/peoples_speech", "dataset:google/speech_commands", "arxiv:2312.17279", "arxiv:2305.05084", "license:other", "model-index", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/nvidia-nemotron-speech-streaming-en-0-6b/", "history_url": "https://openmodelweights.com/models/nvidia-nemotron-speech-streaming-en-0-6b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/nvidia-nemotron-speech-streaming-en-0-6b.json" }, { "id": "pysentimiento-robertuito-sentiment-analysis", "name": "robertuito-sentiment-analysis", "developer": "pysentimiento", "family": "robertuito-sentiment-analysis", "variant": "robertuito-sentiment-analysis", "model": { "parameters": "0.108791B", "total_parameters_billions": 0.108791173, "context": { "value": 130, "display": "130 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text Classification", "tags": [ "pysentimiento", "pytorch", "tf", "safetensors", "roberta", "twitter", "sentiment-analysis", "text-classification", "es", "arxiv:2106.09462", "region:us" ] }, "license": { "id": null, "name": "Not declared in model-card metadata", "url": null, "status": "not-disclosed", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.22, "fp8_int8": 0.11, "int4": 0.05 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/pysentimiento/robertuito-sentiment-analysis", "lineage": { "family": "robertuito-sentiment-analysis", "variant": "robertuito-sentiment-analysis", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "pysentimiento", "pipeline_tag": "text-classification", "declared": [ "pysentimiento" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-07-08T18:21:10.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 682211, "likes": 107, "sha": "a2cc0f67ebd705c55191e25a05ba23d885fcc09b", "library_name": "pysentimiento", "pipeline_tag": "text-classification", "tags": [ "pysentimiento", "pytorch", "tf", "safetensors", "roberta", "twitter", "sentiment-analysis", "text-classification", "es", "arxiv:2106.09462", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "not-disclosed", "commercial_use": "unknown", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "recipe-or-training-files-present", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/pysentimiento-robertuito-sentiment-analysis/", "history_url": "https://openmodelweights.com/models/pysentimiento-robertuito-sentiment-analysis/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/pysentimiento-robertuito-sentiment-analysis.json" }, { "id": "lightricks-ltx-2-3-fp8", "name": "LTX-2.3-fp8", "developer": "Lightricks", "family": "LTX-2.3", "variant": "LTX-2.3-fp8", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image To Video", "tags": [ "diffusers", "image-to-video", "text-to-video", "video-to-video", "image-text-to-video", "audio-to-video", "text-to-audio", "video-to-audio", "audio-to-audio", "text-to-audio-video", "image-to-audio-video", "image-text-to-audio-video", "ltx-2", "ltx-2-3", "ltx-video", "ltxv", "lightricks", "en", "de", "es" ] }, "license": { "id": "other", "name": "ltx-2-community-license-agreement", "url": "https://github.com/Lightricks/LTX-2/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": "https://github.com/Lightricks/LTX-2/blob/main/LICENSE" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://github.com/Lightricks/LTX-2/blob/main/LICENSE" } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Lightricks/LTX-2.3-fp8", "lineage": { "family": "LTX-2.3", "variant": "LTX-2.3-fp8", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Diffusers", "pipeline_tag": "image-to-video", "declared": [ "Diffusers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-03-16T12:32:48.000Z", "created_at": "2026-03-05T22:49:14.000Z", "downloads": 564585, "likes": 141, "sha": "1d756cd27fa11c0896c4dfee093cd1bf36c7f7a1", "library_name": "diffusers", "pipeline_tag": "image-to-video", "tags": [ "diffusers", "image-to-video", "text-to-video", "video-to-video", "image-text-to-video", "audio-to-video", "text-to-audio", "video-to-audio", "audio-to-audio", "text-to-audio-video", "image-to-audio-video", "image-text-to-audio-video", "ltx-2", "ltx-2-3", "ltx-video", "ltxv", "lightricks", "en", "de", "es", "fr", "ja", "ko", "zh", "it", "pt", "arxiv:2601.03233", "license:other", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/lightricks-ltx-2-3-fp8/", "history_url": "https://openmodelweights.com/models/lightricks-ltx-2-3-fp8/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/lightricks-ltx-2-3-fp8.json" }, { "id": "nvidia-nemotron-3-nano-omni-30b-a3b-reasoning-bf16", "name": "Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF16", "developer": "NVIDIA", "family": "Nemotron-3-Nano-Omni", "variant": "Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF16", "model": { "parameters": "33.0156B", "total_parameters_billions": 33.015632214, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "llm_config.max_position_embeddings" } ] }, "modality": "Any To Any", "tags": [ "transformers", "safetensors", "NemotronH_Nano_Omni_Reasoning_V3", "feature-extraction", "nvidia", "pytorch", "multimodal", "any-to-any", "custom_code", "dataset:nvidia/Nemotron-Image-Training-v3", "arxiv:2604.24954", "license:other", "eval-results", "deploy:azure", "region:us", "deploy:sagemaker" ] }, "license": { "id": "other", "name": "nvidia-open-model-agreement", "url": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-open-model-agreement/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercially usable subject to NVIDIA license conditions", "basis": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-open-model-agreement/" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-open-model-agreement/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 66.03, "fp8_int8": 33.02, "int4": 16.51 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/nvidia/Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF16", "lineage": { "family": "Nemotron-3-Nano-Omni", "variant": "Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF16", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "any-to-any", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "NeMo", "Ollama", "SGLang", "TensorRT-LLM", "llama.cpp", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-24T23:49:25.000Z", "created_at": "2026-04-20T04:40:42.000Z", "downloads": 362582, "likes": 436, "sha": "e5e9932441de940c9a62185c870ea5bcd4cd24e2", "library_name": "transformers", "pipeline_tag": "any-to-any", "tags": [ "transformers", "safetensors", "NemotronH_Nano_Omni_Reasoning_V3", "feature-extraction", "nvidia", "pytorch", "multimodal", "any-to-any", "custom_code", "dataset:nvidia/Nemotron-Image-Training-v3", "arxiv:2604.24954", "license:other", "eval-results", "deploy:azure", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/nvidia-nemotron-3-nano-omni-30b-a3b-reasoning-bf16/", "history_url": "https://openmodelweights.com/models/nvidia-nemotron-3-nano-omni-30b-a3b-reasoning-bf16/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/nvidia-nemotron-3-nano-omni-30b-a3b-reasoning-bf16.json" }, { "id": "xenova-whisper-tiny", "name": "whisper-tiny", "developer": "Xenova", "family": "whisper-tiny", "variant": "whisper-tiny", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Audio → text", "tags": [ "transformers.js", "onnx", "whisper", "automatic-speech-recognition", "base_model:openai/whisper-tiny", "base_model:quantized:openai/whisper-tiny", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "ONNX" ], "repository": "https://huggingface.co/Xenova/whisper-tiny", "lineage": { "family": "whisper-tiny", "variant": "whisper-tiny", "base_model": { "status": "declared", "models": [ "openai/whisper-tiny" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "transformers.js", "pipeline_tag": "automatic-speech-recognition", "declared": [ "ONNX Runtime", "transformers.js" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-12-16T18:46:42.000Z", "created_at": "2023-05-03T20:17:31.000Z", "downloads": 1189339, "likes": 13, "sha": "5332fcc35e32a33b86612b9a57a89be7906102b1", "library_name": "transformers.js", "pipeline_tag": "automatic-speech-recognition", "tags": [ "transformers.js", "onnx", "whisper", "automatic-speech-recognition", "base_model:openai/whisper-tiny", "base_model:quantized:openai/whisper-tiny", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/xenova-whisper-tiny/", "history_url": "https://openmodelweights.com/models/xenova-whisper-tiny/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/xenova-whisper-tiny.json" }, { "id": "intel-dpt-hybrid-midas", "name": "dpt-hybrid-midas", "developer": "Intel", "family": "dpt-hybrid-midas", "variant": "dpt-hybrid-midas", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image", "tags": [ "transformers", "pytorch", "dpt", "depth-estimation", "vision", "arxiv:2103.13413", "license:apache-2.0", "model-index", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/Intel/dpt-hybrid-midas", "lineage": { "family": "dpt-hybrid-midas", "variant": "dpt-hybrid-midas", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "depth-estimation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-02-09T08:58:56.000Z", "created_at": "2022-12-06T09:12:55.000Z", "downloads": 669181, "likes": 110, "sha": "11eaf7a1cf4bd70740697dbc216f98980c0aeb03", "library_name": "transformers", "pipeline_tag": "depth-estimation", "tags": [ "transformers", "pytorch", "dpt", "depth-estimation", "vision", "arxiv:2103.13413", "license:apache-2.0", "model-index", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/intel-dpt-hybrid-midas/", "history_url": "https://openmodelweights.com/models/intel-dpt-hybrid-midas/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/intel-dpt-hybrid-midas.json" }, { "id": "minimaxai-minimax-m2", "name": "MiniMax-M2", "developer": "MiniMax", "family": "MiniMax-M2", "variant": "MiniMax-M2", "model": { "parameters": "228.69B", "total_parameters_billions": 228.689764864, "context": { "value": 196608, "display": "196,608 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "minimax_m2", "text-generation", "conversational", "custom_code", "arxiv:2504.07164", "arxiv:2509.06501", "arxiv:2509.13160", "license:other", "eval-results", "endpoints_compatible", "fp8", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "license": { "id": "other", "name": "modified-mit", "url": "https://github.com/MiniMax-AI/MiniMax-M2/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": "https://github.com/MiniMax-AI/MiniMax-M2/blob/main/LICENSE" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://github.com/MiniMax-AI/MiniMax-M2/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 457.38, "fp8_int8": 228.69, "int4": 114.34 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/MiniMaxAI/MiniMax-M2", "lineage": { "family": "MiniMax-M2", "variant": "MiniMax-M2", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "MLX", "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-12-23T08:37:43.000Z", "created_at": "2025-10-22T13:45:10.000Z", "downloads": 290320, "likes": 1503, "sha": "757303d492a50514c312788b5247a4f696a4c6a3", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "minimax_m2", "text-generation", "conversational", "custom_code", "arxiv:2504.07164", "arxiv:2509.06501", "arxiv:2509.13160", "license:other", "eval-results", "endpoints_compatible", "fp8", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "unknown", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/minimaxai-minimax-m2/", "history_url": "https://openmodelweights.com/models/minimaxai-minimax-m2/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/minimaxai-minimax-m2.json" }, { "id": "kresnik-wav2vec2-large-xlsr-korean", "name": "wav2vec2-large-xlsr-korean", "developer": "kresnik", "family": "wav2vec2-large-xlsr-korean", "variant": "wav2vec2-large-xlsr-korean", "model": { "parameters": "0.316674B", "total_parameters_billions": 0.316673845, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Audio → text", "tags": [ "transformers", "pytorch", "safetensors", "wav2vec2", "automatic-speech-recognition", "speech", "audio", "ko", "dataset:kresnik/zeroth_korean", "license:apache-2.0", "model-index", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.63, "fp8_int8": 0.32, "int4": 0.16 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/kresnik/wav2vec2-large-xlsr-korean", "lineage": { "family": "wav2vec2-large-xlsr-korean", "variant": "wav2vec2-large-xlsr-korean", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "automatic-speech-recognition", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-07-03T14:55:40.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 813845, "likes": 56, "sha": "629c9a3501c10ba128bf3fa1eebb12af3be03f61", "library_name": "transformers", "pipeline_tag": "automatic-speech-recognition", "tags": [ "transformers", "pytorch", "safetensors", "wav2vec2", "automatic-speech-recognition", "speech", "audio", "ko", "dataset:kresnik/zeroth_korean", "license:apache-2.0", "model-index", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "recipe-or-training-files-present", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/kresnik-wav2vec2-large-xlsr-korean/", "history_url": "https://openmodelweights.com/models/kresnik-wav2vec2-large-xlsr-korean/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/kresnik-wav2vec2-large-xlsr-korean.json" }, { "id": "sg161222-realistic-vision-v5-1-novae", "name": "Realistic_Vision_V5.1_noVAE", "developer": "SG161222", "family": "Realistic_Vision_V5.1_noVAE", "variant": "Realistic_Vision_V5.1_noVAE", "model": { "parameters": "0.859521B", "total_parameters_billions": 0.859520964, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text → image", "tags": [ "diffusers", "safetensors", "license:creativeml-openrail-m", "endpoints_compatible", "diffusers:StableDiffusionPipeline", "region:us" ] }, "license": { "id": "creativeml-openrail-m", "name": "creativeml-openrail-m", "url": null, "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1.72, "fp8_int8": 0.86, "int4": 0.43 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/SG161222/Realistic_Vision_V5.1_noVAE", "lineage": { "family": "Realistic_Vision_V5.1_noVAE", "variant": "Realistic_Vision_V5.1_noVAE", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Diffusers", "pipeline_tag": "text-to-image", "declared": [ "Diffusers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-10-30T16:55:47.000Z", "created_at": "2023-07-31T05:20:51.000Z", "downloads": 502622, "likes": 266, "sha": "1e9f017a7b1eaefb63a1900ea6c5953d2739fd21", "library_name": "diffusers", "pipeline_tag": "text-to-image", "tags": [ "diffusers", "safetensors", "license:creativeml-openrail-m", "endpoints_compatible", "diffusers:StableDiffusionPipeline", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/sg161222-realistic-vision-v5-1-novae/", "history_url": "https://openmodelweights.com/models/sg161222-realistic-vision-v5-1-novae/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/sg161222-realistic-vision-v5-1-novae.json" }, { "id": "mistralai-mixtral-8x7b-instruct-v0-1", "name": "Mixtral-8x7B-Instruct-v0.1", "developer": "Mistral AI", "family": "Mixtral-8x7B-Instruct-v0.1", "variant": "Mixtral-8x7B-Instruct-v0.1", "model": { "parameters": "46.7028B", "total_parameters_billions": 46.702792704, "context": { "value": 32768, "display": "32,768 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Not declared", "tags": [ "vllm", "safetensors", "mixtral", "fr", "it", "de", "es", "en", "base_model:mistralai/Mixtral-8x7B-v0.1", "base_model:finetune:mistralai/Mixtral-8x7B-v0.1", "license:apache-2.0", "eval-results", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 93.41, "fp8_int8": 46.7, "int4": 23.35 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/mistralai/Mixtral-8x7B-Instruct-v0.1", "lineage": { "family": "Mixtral-8x7B-Instruct-v0.1", "variant": "Mixtral-8x7B-Instruct-v0.1", "base_model": { "status": "declared", "models": [ "mistralai/Mixtral-8x7B-v0.1" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "vLLM", "pipeline_tag": null, "declared": [ "vLLM" ], "mentioned_in_model_card": [ "Transformers", "mistral-common" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-07-24T16:41:06.000Z", "created_at": "2023-12-10T18:47:12.000Z", "downloads": 215593, "likes": 4759, "sha": "eba92302a2861cdc0098cc54bc9f17cb2c47eb61", "library_name": "vllm", "pipeline_tag": null, "tags": [ "vllm", "safetensors", "mixtral", "fr", "it", "de", "es", "en", "base_model:mistralai/Mixtral-8x7B-v0.1", "base_model:finetune:mistralai/Mixtral-8x7B-v0.1", "license:apache-2.0", "eval-results", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/mistralai-mixtral-8x7b-instruct-v0-1/", "history_url": "https://openmodelweights.com/models/mistralai-mixtral-8x7b-instruct-v0-1/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/mistralai-mixtral-8x7b-instruct-v0-1.json" }, { "id": "huggingfacetb-smolvlm-256m-instruct", "name": "SmolVLM-256M-Instruct", "developer": "HuggingFaceTB", "family": "SmolVLM", "variant": "SmolVLM-256M-Instruct", "model": { "parameters": "0.256485B", "total_parameters_billions": 0.256484928, "context": { "value": 8192, "display": "8,192 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "onnx", "safetensors", "idefics3", "image-text-to-text", "conversational", "en", "dataset:HuggingFaceM4/the_cauldron", "dataset:HuggingFaceM4/Docmatix", "arxiv:2504.05299", "base_model:HuggingFaceTB/SmolLM2-135M-Instruct", "base_model:quantized:HuggingFaceTB/SmolLM2-135M-Instruct", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.51, "fp8_int8": 0.26, "int4": 0.13 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "ONNX" ], "repository": "https://huggingface.co/HuggingFaceTB/SmolVLM-256M-Instruct", "lineage": { "family": "SmolVLM", "variant": "SmolVLM-256M-Instruct", "base_model": { "status": "declared", "models": [ "HuggingFaceTB/SmolLM2-135M-Instruct", "google/siglip-base-patch16-512" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "ONNX Runtime", "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-04-08T21:39:50.000Z", "created_at": "2025-01-17T15:40:24.000Z", "downloads": 444889, "likes": 417, "sha": "7e3e67edbbed1bf9888184d9df282b700a323964", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "onnx", "safetensors", "idefics3", "image-text-to-text", "conversational", "en", "dataset:HuggingFaceM4/the_cauldron", "dataset:HuggingFaceM4/Docmatix", "arxiv:2504.05299", "base_model:HuggingFaceTB/SmolLM2-135M-Instruct", "base_model:quantized:HuggingFaceTB/SmolLM2-135M-Instruct", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/huggingfacetb-smolvlm-256m-instruct/", "history_url": "https://openmodelweights.com/models/huggingfacetb-smolvlm-256m-instruct/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/huggingfacetb-smolvlm-256m-instruct.json" }, { "id": "google-mobilebert-uncased", "name": "mobilebert-uncased", "developer": "Google", "family": "mobilebert-uncased", "variant": "mobilebert-uncased", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Not declared", "tags": [ "transformers", "pytorch", "tf", "rust", "mobilebert", "pretraining", "en", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/google/mobilebert-uncased", "lineage": { "family": "mobilebert-uncased", "variant": "mobilebert-uncased", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": null, "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2021-04-19T13:32:58.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 740842, "likes": 75, "sha": "1f90a6c24c7879273a291d34a849033eba2dbc0f", "library_name": "transformers", "pipeline_tag": null, "tags": [ "transformers", "pytorch", "tf", "rust", "mobilebert", "pretraining", "en", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/google-mobilebert-uncased/", "history_url": "https://openmodelweights.com/models/google-mobilebert-uncased/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/google-mobilebert-uncased.json" }, { "id": "unsloth-qwen3-6-35b-a3b-nvfp4-fast", "name": "Qwen3.6-35B-A3B-NVFP4-Fast", "developer": "unsloth", "family": "Qwen3.6", "variant": "Qwen3.6-35B-A3B-NVFP4-Fast", "model": { "parameters": "21.8048B", "total_parameters_billions": 21.804763764, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "qwen3_5_moe", "image-text-to-text", "unsloth", "qwen", "qwen3_5", "conversational", "base_model:Qwen/Qwen3.6-35B-A3B", "base_model:quantized:Qwen/Qwen3.6-35B-A3B", "license:apache-2.0", "endpoints_compatible", "8-bit", "compressed-tensors", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/Qwen/Qwen3.6-27B/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/Qwen/Qwen3.6-27B/blob/main/LICENSE" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/Qwen/Qwen3.6-27B/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 43.61, "fp8_int8": 21.8, "int4": 10.9 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/unsloth/Qwen3.6-35B-A3B-NVFP4-Fast", "lineage": { "family": "Qwen3.6", "variant": "Qwen3.6-35B-A3B-NVFP4-Fast", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3.6-35B-A3B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-07-12T13:48:21.000Z", "created_at": "2026-07-10T09:59:55.000Z", "downloads": 536391, "likes": 120, "sha": "1c3f884bc99aac2524f6d49bcbac8c88401afd66", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen3_5_moe", "image-text-to-text", "unsloth", "qwen", "qwen3_5", "conversational", "base_model:Qwen/Qwen3.6-35B-A3B", "base_model:quantized:Qwen/Qwen3.6-35B-A3B", "license:apache-2.0", "endpoints_compatible", "8-bit", "compressed-tensors", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/unsloth-qwen3-6-35b-a3b-nvfp4-fast/", "history_url": "https://openmodelweights.com/models/unsloth-qwen3-6-35b-a3b-nvfp4-fast/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/unsloth-qwen3-6-35b-a3b-nvfp4-fast.json" }, { "id": "timm-efficientnet-b3-ra2-in1k", "name": "efficientnet_b3.ra2_in1k", "developer": "timm", "family": "efficientnet_b3.ra2_in1k", "variant": "efficientnet_b3.ra2_in1k", "model": { "parameters": "0.0123205B", "total_parameters_billions": 0.012320528, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image", "tags": [ "timm", "pytorch", "safetensors", "image-classification", "transformers", "dataset:imagenet-1k", "arxiv:2110.00476", "arxiv:1905.11946", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.02, "fp8_int8": 0.01, "int4": 0.01 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/timm/efficientnet_b3.ra2_in1k", "lineage": { "family": "efficientnet_b3.ra2_in1k", "variant": "efficientnet_b3.ra2_in1k", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "timm", "pipeline_tag": "image-classification", "declared": [ "Transformers", "timm" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-01-21T18:17:02.000Z", "created_at": "2022-12-12T23:56:39.000Z", "downloads": 955277, "likes": 31, "sha": "0366a75518620e0f2077789202073759f2d61393", "library_name": "timm", "pipeline_tag": "image-classification", "tags": [ "timm", "pytorch", "safetensors", "image-classification", "transformers", "dataset:imagenet-1k", "arxiv:2110.00476", "arxiv:1905.11946", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/timm-efficientnet-b3-ra2-in1k/", "history_url": "https://openmodelweights.com/models/timm-efficientnet-b3-ra2-in1k/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/timm-efficientnet-b3-ra2-in1k.json" }, { "id": "opengvlab-internvl2-2b", "name": "InternVL2-2B", "developer": "OpenGVLab", "family": "InternVL2", "variant": "InternVL2-2B", "model": { "parameters": "2.20575B", "total_parameters_billions": 2.205754368, "context": { "value": 32768, "display": "32,768 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "llm_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "internvl_chat", "feature-extraction", "internvl", "custom_code", "image-text-to-text", "conversational", "multilingual", "arxiv:2312.14238", "arxiv:2404.16821", "arxiv:2410.16261", "arxiv:2412.05271", "base_model:OpenGVLab/InternViT-300M-448px", "base_model:merge:OpenGVLab/InternViT-300M-448px", "base_model:internlm/internlm2-chat-1_8b", "base_model:merge:internlm/internlm2-chat-1_8b", "license:mit", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 4.41, "fp8_int8": 2.21, "int4": 1.1 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/OpenGVLab/InternVL2-2B", "lineage": { "family": "InternVL2", "variant": "InternVL2-2B", "base_model": { "status": "declared", "models": [ "OpenGVLab/InternViT-300M-448px", "internlm/internlm2-chat-1_8b" ], "relation": "merge", "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-03-25T05:55:24.000Z", "created_at": "2024-06-27T09:59:37.000Z", "downloads": 714190, "likes": 83, "sha": "e4f6747bd20f139e637642c6a058c6bd00b36919", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "internvl_chat", "feature-extraction", "internvl", "custom_code", "image-text-to-text", "conversational", "multilingual", "arxiv:2312.14238", "arxiv:2404.16821", "arxiv:2410.16261", "arxiv:2412.05271", "base_model:OpenGVLab/InternViT-300M-448px", "base_model:merge:OpenGVLab/InternViT-300M-448px", "base_model:internlm/internlm2-chat-1_8b", "base_model:merge:internlm/internlm2-chat-1_8b", "license:mit", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/opengvlab-internvl2-2b/", "history_url": "https://openmodelweights.com/models/opengvlab-internvl2-2b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/opengvlab-internvl2-2b.json" }, { "id": "qdrant-bge-small-en-v1-5-onnx-q", "name": "bge-small-en-v1.5-onnx-Q", "developer": "Qdrant", "family": "bge-small-en-v1.5-onnx-Q", "variant": "bge-small-en-v1.5-onnx-Q", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text embeddings", "tags": [ "transformers", "onnx", "bert", "feature-extraction", "sentence-similarity", "license:mit", "text-embeddings-inference", "endpoints_compatible", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "ONNX" ], "repository": "https://huggingface.co/Qdrant/bge-small-en-v1.5-onnx-Q", "lineage": { "family": "bge-small-en-v1.5-onnx-Q", "variant": "bge-small-en-v1.5-onnx-Q", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "sentence-similarity", "declared": [ "ONNX Runtime", "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-24T09:15:59.000Z", "created_at": "2024-01-15T06:19:25.000Z", "downloads": 1417089, "likes": 3, "sha": "aa8f8b060edb00e03bfdd08813a2949946c8ba55", "library_name": "transformers", "pipeline_tag": "sentence-similarity", "tags": [ "transformers", "onnx", "bert", "feature-extraction", "sentence-similarity", "license:mit", "text-embeddings-inference", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qdrant-bge-small-en-v1-5-onnx-q/", "history_url": "https://openmodelweights.com/models/qdrant-bge-small-en-v1-5-onnx-q/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qdrant-bge-small-en-v1-5-onnx-q.json" }, { "id": "deepbeepmeep-wan2-1", "name": "Wan2.1", "developer": "DeepBeepMeep", "family": "Wan2.1", "variant": "Wan2.1", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "diffusion-single-file", "onnx", "safetensors", "gguf", "i2v", "base_model:Wan-AI/Wan2.1-T2V-1.3B", "base_model:quantized:Wan-AI/Wan2.1-T2V-1.3B", "region:us" ] }, "license": { "id": null, "name": "Not declared in model-card metadata", "url": null, "status": "not-disclosed", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "Safetensors", "PyTorch", "GGUF", "ONNX" ], "repository": "https://huggingface.co/DeepBeepMeep/Wan2.1", "lineage": { "family": "Wan2.1", "variant": "Wan2.1", "base_model": { "status": "declared", "models": [ "Wan-AI/Wan2.1-T2V-1.3B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "diffusion-single-file", "pipeline_tag": null, "declared": [ "ONNX Runtime", "diffusion-single-file" ], "mentioned_in_model_card": [], "artifact_signals": [ "GGUF artifact present (commonly used with llama.cpp-compatible runtimes)", "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-27T12:39:50.000Z", "created_at": "2025-02-28T09:39:06.000Z", "downloads": 651414, "likes": 52, "sha": "6e277385fc243685070fd73a21278adaaa914b6a", "library_name": "diffusion-single-file", "pipeline_tag": null, "tags": [ "diffusion-single-file", "onnx", "safetensors", "gguf", "i2v", "base_model:Wan-AI/Wan2.1-T2V-1.3B", "base_model:quantized:Wan-AI/Wan2.1-T2V-1.3B", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "not-disclosed", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/deepbeepmeep-wan2-1/", "history_url": "https://openmodelweights.com/models/deepbeepmeep-wan2-1/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/deepbeepmeep-wan2-1.json" }, { "id": "impira-layoutlm-document-qa", "name": "layoutlm-document-qa", "developer": "impira", "family": "layoutlm-document-qa", "variant": "layoutlm-document-qa", "model": { "parameters": "0.127793B", "total_parameters_billions": 0.127793412, "context": { "value": 514, "display": "514 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Document Question Answering", "tags": [ "transformers", "pytorch", "tf", "safetensors", "layoutlm", "document-question-answering", "pdf", "en", "license:mit", "endpoints_compatible", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.26, "fp8_int8": 0.13, "int4": 0.06 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/impira/layoutlm-document-qa", "lineage": { "family": "layoutlm-document-qa", "variant": "layoutlm-document-qa", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "document-question-answering", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-03-18T00:54:24.000Z", "created_at": "2022-08-07T21:07:19.000Z", "downloads": 320346, "likes": 1194, "sha": "beed3c4d02d86017ebca5bd0fdf210046b907aa6", "library_name": "transformers", "pipeline_tag": "document-question-answering", "tags": [ "transformers", "pytorch", "tf", "safetensors", "layoutlm", "document-question-answering", "pdf", "en", "license:mit", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/impira-layoutlm-document-qa/", "history_url": "https://openmodelweights.com/models/impira-layoutlm-document-qa/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/impira-layoutlm-document-qa.json" }, { "id": "alibaba-nlp-gte-qwen2-1-5b-instruct", "name": "gte-Qwen2-1.5B-instruct", "developer": "Alibaba-NLP", "family": "gte-Qwen2", "variant": "gte-Qwen2-1.5B-instruct", "model": { "parameters": "1.7762B", "total_parameters_billions": 1.77619712, "context": { "value": 131072, "display": "131,072 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text embeddings", "tags": [ "sentence-transformers", "safetensors", "qwen2", "text-generation", "mteb", "transformers", "Qwen2", "sentence-similarity", "custom_code", "arxiv:2308.03281", "license:apache-2.0", "model-index", "text-embeddings-inference", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 3.55, "fp8_int8": 1.78, "int4": 0.89 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Alibaba-NLP/gte-Qwen2-1.5B-instruct", "lineage": { "family": "gte-Qwen2", "variant": "gte-Qwen2-1.5B-instruct", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "sentence-similarity", "declared": [ "Transformers", "sentence-transformers" ], "mentioned_in_model_card": [ "ONNX Runtime" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-05-28T13:11:05.000Z", "created_at": "2024-06-29T08:02:40.000Z", "downloads": 518818, "likes": 238, "sha": "a9af15a6372d7d6b25e9fb07c2ccb9e1fe645644", "library_name": "sentence-transformers", "pipeline_tag": "sentence-similarity", "tags": [ "sentence-transformers", "safetensors", "qwen2", "text-generation", "mteb", "transformers", "Qwen2", "sentence-similarity", "custom_code", "arxiv:2308.03281", "license:apache-2.0", "model-index", "text-embeddings-inference", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "recipe-or-training-files-present", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/alibaba-nlp-gte-qwen2-1-5b-instruct/", "history_url": "https://openmodelweights.com/models/alibaba-nlp-gte-qwen2-1-5b-instruct/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/alibaba-nlp-gte-qwen2-1-5b-instruct.json" }, { "id": "comfy-org-seedvr2", "name": "SeedVR2", "developer": "Comfy-Org", "family": "SeedVR2", "variant": "SeedVR2", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "diffusion-single-file", "comfyui", "base_model:ByteDance-Seed/SeedVR2-3B", "base_model:finetune:ByteDance-Seed/SeedVR2-3B", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Comfy-Org/SeedVR2", "lineage": { "family": "SeedVR2", "variant": "SeedVR2", "base_model": { "status": "declared", "models": [ "ByteDance-Seed/SeedVR2-3B", "ByteDance-Seed/SeedVR2-7B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "diffusion-single-file", "pipeline_tag": null, "declared": [ "diffusion-single-file" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-23T08:04:17.000Z", "created_at": "2026-06-06T15:41:37.000Z", "downloads": 513947, "likes": 114, "sha": "df48879708206a403d2a61acd55578c2e80fd233", "library_name": "diffusion-single-file", "pipeline_tag": null, "tags": [ "diffusion-single-file", "comfyui", "base_model:ByteDance-Seed/SeedVR2-3B", "base_model:finetune:ByteDance-Seed/SeedVR2-3B", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/comfy-org-seedvr2/", "history_url": "https://openmodelweights.com/models/comfy-org-seedvr2/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/comfy-org-seedvr2.json" }, { "id": "comfy-org-ace-step-1-5-comfyui-files", "name": "ace_step_1.5_ComfyUI_files", "developer": "Comfy-Org", "family": "ace_step_1.5_ComfyUI_files", "variant": "ace_step_1.5_ComfyUI_files", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "diffusion-single-file", "comfyui", "base_model:ACE-Step/Ace-Step1.5", "base_model:finetune:ACE-Step/Ace-Step1.5", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Comfy-Org/ace_step_1.5_ComfyUI_files", "lineage": { "family": "ace_step_1.5_ComfyUI_files", "variant": "ace_step_1.5_ComfyUI_files", "base_model": { "status": "declared", "models": [ "ACE-Step/Ace-Step1.5" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "diffusion-single-file", "pipeline_tag": null, "declared": [ "diffusion-single-file" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-23T08:00:33.000Z", "created_at": "2026-02-03T04:57:10.000Z", "downloads": 453829, "likes": 172, "sha": "6707deb277e9e0907fd9c14ce6b6f1d695c6a3fc", "library_name": "diffusion-single-file", "pipeline_tag": null, "tags": [ "diffusion-single-file", "comfyui", "base_model:ACE-Step/Ace-Step1.5", "base_model:finetune:ACE-Step/Ace-Step1.5", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/comfy-org-ace-step-1-5-comfyui-files/", "history_url": "https://openmodelweights.com/models/comfy-org-ace-step-1-5-comfyui-files/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/comfy-org-ace-step-1-5-comfyui-files.json" }, { "id": "nvidia-qwen2-5-vl-7b-instruct-nvfp4", "name": "Qwen2.5-VL-7B-Instruct-NVFP4", "developer": "NVIDIA", "family": "Qwen2.5-VL", "variant": "Qwen2.5-VL-7B-Instruct-NVFP4", "model": { "parameters": "5.02952B", "total_parameters_billions": 5.029522432, "context": { "value": 128000, "display": "128,000 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "Model Optimizer", "safetensors", "qwen2_5_vl", "nvidia", "ModelOpt", "quantized", "FP4", "fp4", "text-generation", "conversational", "base_model:Qwen/Qwen2.5-VL-7B-Instruct", "base_model:quantized:Qwen/Qwen2.5-VL-7B-Instruct", "license:other", "8-bit", "modelopt", "region:us" ] }, "license": { "id": "other", "name": "nvidia-open-model-license", "url": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-open-model-license", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercially usable subject to NVIDIA license conditions", "basis": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-open-model-license" }, "repository_license_files": [ "LICENSE.pdf" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-open-model-license" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 10.06, "fp8_int8": 5.03, "int4": 2.51 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/nvidia/Qwen2.5-VL-7B-Instruct-NVFP4", "lineage": { "family": "Qwen2.5-VL", "variant": "Qwen2.5-VL-7B-Instruct-NVFP4", "base_model": { "status": "declared", "models": [ "Qwen/Qwen2.5-VL-7B-Instruct" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Model Optimizer", "pipeline_tag": "text-generation", "declared": [ "Model Optimizer" ], "mentioned_in_model_card": [ "TensorRT-LLM", "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-12-06T00:51:49.000Z", "created_at": "2025-09-10T03:04:44.000Z", "downloads": 1092461, "likes": 16, "sha": "d13bb1f2d8fbbd9f16cbb7688c8d6b6932d797d7", "library_name": "Model Optimizer", "pipeline_tag": "text-generation", "tags": [ "Model Optimizer", "safetensors", "qwen2_5_vl", "nvidia", "ModelOpt", "quantized", "FP4", "fp4", "text-generation", "conversational", "base_model:Qwen/Qwen2.5-VL-7B-Instruct", "base_model:quantized:Qwen/Qwen2.5-VL-7B-Instruct", "license:other", "8-bit", "modelopt", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/nvidia-qwen2-5-vl-7b-instruct-nvfp4/", "history_url": "https://openmodelweights.com/models/nvidia-qwen2-5-vl-7b-instruct-nvfp4/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/nvidia-qwen2-5-vl-7b-instruct-nvfp4.json" }, { "id": "gsai-ml-llada-8b-instruct", "name": "LLaDA-8B-Instruct", "developer": "GSAI-ML", "family": "LLaDA", "variant": "LLaDA-8B-Instruct", "model": { "parameters": "8.01558B", "total_parameters_billions": 8.015581184, "context": { "value": 4096, "display": "4,096 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_sequence_length" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "llada", "text-generation", "conversational", "custom_code", "license:mit", "eval-results", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 16.03, "fp8_int8": 8.02, "int4": 4.01 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/GSAI-ML/LLaDA-8B-Instruct", "lineage": { "family": "LLaDA", "variant": "LLaDA-8B-Instruct", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-10-21T11:17:43.000Z", "created_at": "2025-02-19T08:21:51.000Z", "downloads": 444399, "likes": 364, "sha": "08b83a6feb34df1a6011b80c3c00c7563e963b07", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "llada", "text-generation", "conversational", "custom_code", "license:mit", "eval-results", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/gsai-ml-llada-8b-instruct/", "history_url": "https://openmodelweights.com/models/gsai-ml-llada-8b-instruct/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/gsai-ml-llada-8b-instruct.json" }, { "id": "nousresearch-hermes-3-llama-3-1-8b", "name": "Hermes-3-Llama-3.1-8B", "developer": "NousResearch", "family": "Hermes-3-Llama-3.1", "variant": "Hermes-3-Llama-3.1-8B", "model": { "parameters": "8.03026B", "total_parameters_billions": 8.030261248, "context": { "value": 131072, "display": "131,072 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "llama", "text-generation", "Llama-3", "instruct", "finetune", "chatml", "gpt4", "synthetic data", "distillation", "function calling", "json mode", "axolotl", "roleplaying", "chat", "conversational", "en", "arxiv:2408.11857", "base_model:meta-llama/Llama-3.1-8B" ] }, "license": { "id": "llama3", "name": "llama3", "url": "https://www.llama.com/llama3/license/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed subject to Llama community-license conditions", "basis": "https://www.llama.com/llama3/license/" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.llama.com/llama3/license/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 16.06, "fp8_int8": 8.03, "int4": 4.02 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/NousResearch/Hermes-3-Llama-3.1-8B", "lineage": { "family": "Hermes-3-Llama-3.1", "variant": "Hermes-3-Llama-3.1-8B", "base_model": { "status": "declared", "models": [ "meta-llama/Meta-Llama-3.1-8B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-09-08T07:39:55.000Z", "created_at": "2024-07-28T06:00:57.000Z", "downloads": 404851, "likes": 513, "sha": "896ea440e5a9e6070e3d8a2774daf2b481ab425b", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "llama", "text-generation", "Llama-3", "instruct", "finetune", "chatml", "gpt4", "synthetic data", "distillation", "function calling", "json mode", "axolotl", "roleplaying", "chat", "conversational", "en", "arxiv:2408.11857", "base_model:meta-llama/Llama-3.1-8B", "base_model:finetune:meta-llama/Llama-3.1-8B", "license:llama3", "text-generation-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/nousresearch-hermes-3-llama-3-1-8b/", "history_url": "https://openmodelweights.com/models/nousresearch-hermes-3-llama-3-1-8b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/nousresearch-hermes-3-llama-3-1-8b.json" }, { "id": "opengvlab-internvl2-1b", "name": "InternVL2-1B", "developer": "OpenGVLab", "family": "InternVL2", "variant": "InternVL2-1B", "model": { "parameters": "0.938159B", "total_parameters_billions": 0.938158976, "context": { "value": 32768, "display": "32,768 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "llm_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "internvl_chat", "feature-extraction", "internvl", "custom_code", "image-text-to-text", "conversational", "multilingual", "arxiv:2312.14238", "arxiv:2404.16821", "arxiv:2410.16261", "arxiv:2412.05271", "base_model:OpenGVLab/InternViT-300M-448px", "base_model:merge:OpenGVLab/InternViT-300M-448px", "base_model:Qwen/Qwen2-0.5B-Instruct", "base_model:merge:Qwen/Qwen2-0.5B-Instruct", "license:mit", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1.88, "fp8_int8": 0.94, "int4": 0.47 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/OpenGVLab/InternVL2-1B", "lineage": { "family": "InternVL2", "variant": "InternVL2-1B", "base_model": { "status": "declared", "models": [ "OpenGVLab/InternViT-300M-448px", "Qwen/Qwen2-0.5B-Instruct" ], "relation": "merge", "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-03-25T05:55:15.000Z", "created_at": "2024-07-08T05:28:49.000Z", "downloads": 696353, "likes": 83, "sha": "0d75ccd166b1d0b79446ae6c5d1a4a667f1e6187", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "internvl_chat", "feature-extraction", "internvl", "custom_code", "image-text-to-text", "conversational", "multilingual", "arxiv:2312.14238", "arxiv:2404.16821", "arxiv:2410.16261", "arxiv:2412.05271", "base_model:OpenGVLab/InternViT-300M-448px", "base_model:merge:OpenGVLab/InternViT-300M-448px", "base_model:Qwen/Qwen2-0.5B-Instruct", "base_model:merge:Qwen/Qwen2-0.5B-Instruct", "license:mit", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/opengvlab-internvl2-1b/", "history_url": "https://openmodelweights.com/models/opengvlab-internvl2-1b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/opengvlab-internvl2-1b.json" }, { "id": "baai-bge-base-zh-v1-5", "name": "bge-base-zh-v1.5", "developer": "BAAI", "family": "bge-base-zh-v1.5", "variant": "bge-base-zh-v1.5", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Embeddings / features", "tags": [ "sentence-transformers", "pytorch", "bert", "feature-extraction", "sentence-similarity", "transformers", "zh", "arxiv:2310.07554", "arxiv:2309.07597", "license:mit", "text-embeddings-inference", "endpoints_compatible", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/BAAI/bge-base-zh-v1.5", "lineage": { "family": "bge-base-zh-v1.5", "variant": "bge-base-zh-v1.5", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "feature-extraction", "declared": [ "Transformers", "sentence-transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-10-12T03:35:51.000Z", "created_at": "2023-09-12T05:21:53.000Z", "downloads": 639777, "likes": 110, "sha": "f03589ceff5aac7111bd60cfc7d497ca17ecac65", "library_name": "sentence-transformers", "pipeline_tag": "feature-extraction", "tags": [ "sentence-transformers", "pytorch", "bert", "feature-extraction", "sentence-similarity", "transformers", "zh", "arxiv:2310.07554", "arxiv:2309.07597", "license:mit", "text-embeddings-inference", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/baai-bge-base-zh-v1-5/", "history_url": "https://openmodelweights.com/models/baai-bge-base-zh-v1-5/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/baai-bge-base-zh-v1-5.json" }, { "id": "comfy-org-minimax-music-3", "name": "MiniMax-Music-3", "developer": "Comfy-Org", "family": "MiniMax-Music-3", "variant": "MiniMax-Music-3", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "diffusion-single-file", "comfyui", "base_model:MiniMaxAI/MiniMax-Music3", "base_model:finetune:MiniMaxAI/MiniMax-Music3", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Comfy-Org/MiniMax-Music-3", "lineage": { "family": "MiniMax-Music-3", "variant": "MiniMax-Music-3", "base_model": { "status": "declared", "models": [ "MiniMaxAI/MiniMax-Music3" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "diffusion-single-file", "pipeline_tag": null, "declared": [ "diffusion-single-file" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-23T08:06:04.000Z", "created_at": "2026-08-08T03:59:45.000Z", "downloads": 401869, "likes": 241, "sha": "9e364ccd290a401561091fb441ed19cd7de92550", "library_name": "diffusion-single-file", "pipeline_tag": null, "tags": [ "diffusion-single-file", "comfyui", "base_model:MiniMaxAI/MiniMax-Music3", "base_model:finetune:MiniMaxAI/MiniMax-Music3", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/comfy-org-minimax-music-3/", "history_url": "https://openmodelweights.com/models/comfy-org-minimax-music-3/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/comfy-org-minimax-music-3.json" }, { "id": "eleutherai-gpt-neo-125m", "name": "gpt-neo-125m", "developer": "EleutherAI", "family": "gpt-neo", "variant": "gpt-neo-125m", "model": { "parameters": "0.150364B", "total_parameters_billions": 0.150364416, "context": { "value": 2048, "display": "2,048 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "pytorch", "jax", "rust", "safetensors", "gpt_neo", "text-generation", "text generation", "causal-lm", "en", "dataset:EleutherAI/pile", "arxiv:2101.00027", "license:mit", "endpoints_compatible", "region:us", "deploy:sagemaker", "deploy:azure" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.3, "fp8_int8": 0.15, "int4": 0.08 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/EleutherAI/gpt-neo-125m", "lineage": { "family": "gpt-neo", "variant": "gpt-neo-125m", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-01-31T20:29:39.000Z", "created_at": "2022-03-02T23:29:04.000Z", "downloads": 509619, "likes": 230, "sha": "21def0189f5705e2521767faed922f1f15e7d7db", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "pytorch", "jax", "rust", "safetensors", "gpt_neo", "text-generation", "text generation", "causal-lm", "en", "dataset:EleutherAI/pile", "arxiv:2101.00027", "license:mit", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/eleutherai-gpt-neo-125m/", "history_url": "https://openmodelweights.com/models/eleutherai-gpt-neo-125m/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/eleutherai-gpt-neo-125m.json" }, { "id": "usyd-community-vitpose-plus-base", "name": "vitpose-plus-base", "developer": "usyd-community", "family": "vitpose-plus", "variant": "vitpose-plus-base", "model": { "parameters": "0.125396B", "total_parameters_billions": 0.125396497, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Keypoint Detection", "tags": [ "transformers", "safetensors", "vitpose", "keypoint-detection", "en", "arxiv:2204.12484", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.25, "fp8_int8": 0.13, "int4": 0.06 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/usyd-community/vitpose-plus-base", "lineage": { "family": "vitpose-plus", "variant": "vitpose-plus-base", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "keypoint-detection", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-01-08T12:42:35.000Z", "created_at": "2025-01-08T12:42:22.000Z", "downloads": 882736, "likes": 36, "sha": "92be54d7a29e42fad47b6e2ca01dd9e685a61e0d", "library_name": "transformers", "pipeline_tag": "keypoint-detection", "tags": [ "transformers", "safetensors", "vitpose", "keypoint-detection", "en", "arxiv:2204.12484", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/usyd-community-vitpose-plus-base/", "history_url": "https://openmodelweights.com/models/usyd-community-vitpose-plus-base/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/usyd-community-vitpose-plus-base.json" }, { "id": "eleutherai-pythia-6-9b", "name": "pythia-6.9b", "developer": "EleutherAI", "family": "pythia", "variant": "pythia-6.9b", "model": { "parameters": "6.99152B", "total_parameters_billions": 6.991520256, "context": { "value": 2048, "display": "2,048 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "pytorch", "safetensors", "gpt_neox", "text-generation", "causal-lm", "pythia", "en", "dataset:EleutherAI/pile", "arxiv:2304.01373", "arxiv:2101.00027", "arxiv:2201.07311", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 13.98, "fp8_int8": 6.99, "int4": 3.5 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/EleutherAI/pythia-6.9b", "lineage": { "family": "pythia", "variant": "pythia-6.9b", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-03-10T18:30:39.000Z", "created_at": "2023-02-14T04:18:48.000Z", "downloads": 738151, "likes": 66, "sha": "c0e3eee36dc47af0c49f361c74cfe459c09f7f23", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "pytorch", "safetensors", "gpt_neox", "text-generation", "causal-lm", "pythia", "en", "dataset:EleutherAI/pile", "arxiv:2304.01373", "arxiv:2101.00027", "arxiv:2201.07311", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/eleutherai-pythia-6-9b/", "history_url": "https://openmodelweights.com/models/eleutherai-pythia-6-9b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/eleutherai-pythia-6-9b.json" }, { "id": "deepseek-ai-deepseek-v3-1", "name": "DeepSeek-V3.1", "developer": "DeepSeek", "family": "DeepSeek-V3.1", "variant": "DeepSeek-V3.1", "model": { "parameters": "684.531B", "total_parameters_billions": 684.531386, "context": { "value": 163840, "display": "163,840 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "deepseek_v3", "text-generation", "conversational", "custom_code", "arxiv:2412.19437", "base_model:deepseek-ai/DeepSeek-V3.1-Base", "base_model:quantized:deepseek-ai/DeepSeek-V3.1-Base", "license:mit", "eval-results", "text-generation-inference", "endpoints_compatible", "fp8", "region:us", "deploy:sagemaker" ] }, "license": { "id": "mit", "name": "MIT", "url": "https://huggingface.co/deepseek-ai/DeepSeek-V3.1/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": "https://huggingface.co/deepseek-ai/DeepSeek-V3.1/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/deepseek-ai/DeepSeek-V3.1/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1369.06, "fp8_int8": 684.53, "int4": 342.27 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/deepseek-ai/DeepSeek-V3.1", "lineage": { "family": "DeepSeek-V3.1", "variant": "DeepSeek-V3.1", "base_model": { "status": "declared", "models": [ "deepseek-ai/DeepSeek-V3.1-Base" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-09-05T11:30:15.000Z", "created_at": "2025-08-21T02:37:52.000Z", "downloads": 345735, "likes": 833, "sha": "c0781d039fb7a1ba2abc4add0bdc293e92d2b8db", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "deepseek_v3", "text-generation", "conversational", "custom_code", "arxiv:2412.19437", "base_model:deepseek-ai/DeepSeek-V3.1-Base", "base_model:quantized:deepseek-ai/DeepSeek-V3.1-Base", "license:mit", "eval-results", "text-generation-inference", "endpoints_compatible", "fp8", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/deepseek-ai-deepseek-v3-1/", "history_url": "https://openmodelweights.com/models/deepseek-ai-deepseek-v3-1/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/deepseek-ai-deepseek-v3-1.json" }, { "id": "facebook-m2m100-418m", "name": "m2m100_418M", "developer": "Meta", "family": "m2m100", "variant": "m2m100_418M", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 1024, "display": "1,024 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Not declared", "tags": [ "transformers", "pytorch", "rust", "m2m_100", "text2text-generation", "multilingual", "af", "am", "ar", "ast", "az", "ba", "be", "bg", "bn", "br", "bs", "ca", "ceb", "cs" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/facebook/m2m100_418M", "lineage": { "family": "m2m100", "variant": "m2m100_418M", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": null, "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-02-29T09:08:42.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 447527, "likes": 351, "sha": "55c2e61bbf05dfb8d7abccdc3fae6fc8512fd636", "library_name": "transformers", "pipeline_tag": null, "tags": [ "transformers", "pytorch", "rust", "m2m_100", "text2text-generation", "multilingual", "af", "am", "ar", "ast", "az", "ba", "be", "bg", "bn", "br", "bs", "ca", "ceb", "cs", "cy", "da", "de", "el", "en", "es", "et", "fa", "ff", "fi", "fr", "fy", "ga", "gd", "gl", "gu", "ha", "he", "hi", "hr", "ht", "hu", "hy", "id", "ig", "ilo", "is", "it", "ja", "jv", "ka", "kk", "km", "kn", "ko", "lb", "lg", "ln", "lo", "lt", "lv", "mg", "mk", "ml", "mn", "mr", "ms", "my", "ne", "nl", "no", "ns", "oc", "or", "pa", "pl", "ps", "pt", "ro", "ru", "sd", "si", "sk", "sl", "so", "sq", "sr", "ss", "su", "sv", "sw", "ta", "th", "tl", "tn", "tr", "uk", "ur", "uz", "vi", "wo", "xh", "yi", "yo", "zh", "zu", "arxiv:2010.11125", "license:mit", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/facebook-m2m100-418m/", "history_url": "https://openmodelweights.com/models/facebook-m2m100-418m/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/facebook-m2m100-418m.json" }, { "id": "allenai-olmo-3-7b-instruct", "name": "Olmo-3-7B-Instruct", "developer": "AllenAI", "family": "Olmo-3", "variant": "Olmo-3-7B-Instruct", "model": { "parameters": "7.29801B", "total_parameters_billions": 7.298011136, "context": { "value": 65536, "display": "65,536 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "olmo3", "text-generation", "conversational", "en", "dataset:allenai/Dolci-Instruct-RL-7B", "arxiv:2512.13961", "base_model:allenai/Olmo-3-7B-Instruct-DPO", "base_model:finetune:allenai/Olmo-3-7B-Instruct-DPO", "license:apache-2.0", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 14.6, "fp8_int8": 7.3, "int4": 3.65 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/allenai/Olmo-3-7B-Instruct", "lineage": { "family": "Olmo-3", "variant": "Olmo-3-7B-Instruct", "base_model": { "status": "declared", "models": [ "allenai/Olmo-3-7B-Instruct-DPO" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-06-25T21:41:37.000Z", "created_at": "2025-11-19T20:49:53.000Z", "downloads": 484684, "likes": 152, "sha": "6e5971d9eba42665f5bd5a0fcf047f299ce1dccc", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "olmo3", "text-generation", "conversational", "en", "dataset:allenai/Dolci-Instruct-RL-7B", "arxiv:2512.13961", "base_model:allenai/Olmo-3-7B-Instruct-DPO", "base_model:finetune:allenai/Olmo-3-7B-Instruct-DPO", "license:apache-2.0", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/allenai-olmo-3-7b-instruct/", "history_url": "https://openmodelweights.com/models/allenai-olmo-3-7b-instruct/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/allenai-olmo-3-7b-instruct.json" }, { "id": "jinaai-jina-embeddings-v2-base-en", "name": "jina-embeddings-v2-base-en", "developer": "jinaai", "family": "jina-embeddings-v2-base-en", "variant": "jina-embeddings-v2-base-en", "model": { "parameters": "0.137368B", "total_parameters_billions": 0.13736832, "context": { "value": 8192, "display": "8,192 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "model_max_length" } ] }, "modality": "Embeddings / features", "tags": [ "sentence-transformers", "pytorch", "coreml", "onnx", "safetensors", "bert", "feature-extraction", "sentence-similarity", "mteb", "custom_code", "en", "dataset:allenai/c4", "arxiv:2108.12409", "arxiv:2310.19923", "license:apache-2.0", "model-index", "text-embeddings-inference", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.27, "fp8_int8": 0.14, "int4": 0.07 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX", "CoreML" ], "repository": "https://huggingface.co/jinaai/jina-embeddings-v2-base-en", "lineage": { "family": "jina-embeddings-v2-base-en", "variant": "jina-embeddings-v2-base-en", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "feature-extraction", "declared": [ "ONNX Runtime", "sentence-transformers" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-01-06T16:24:38.000Z", "created_at": "2023-09-27T17:04:00.000Z", "downloads": 357436, "likes": 737, "sha": "322d4d7e2f35e84137961a65af894fda0385eb7a", "library_name": "sentence-transformers", "pipeline_tag": "feature-extraction", "tags": [ "sentence-transformers", "pytorch", "coreml", "onnx", "safetensors", "bert", "feature-extraction", "sentence-similarity", "mteb", "custom_code", "en", "dataset:allenai/c4", "arxiv:2108.12409", "arxiv:2310.19923", "license:apache-2.0", "model-index", "text-embeddings-inference", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/jinaai-jina-embeddings-v2-base-en/", "history_url": "https://openmodelweights.com/models/jinaai-jina-embeddings-v2-base-en/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/jinaai-jina-embeddings-v2-base-en.json" }, { "id": "hauhaucs-gemma4-26b-a4b-qat-uncensored-hauhaucs-balanced-mtp", "name": "Gemma4-26B-A4B-QAT-Uncensored-HauhauCS-Balanced-MTP", "developer": "HauhauCS", "family": "Gemma4", "variant": "Gemma4-26B-A4B-QAT-Uncensored-HauhauCS-Balanced-MTP", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image + text → text", "tags": [ "gguf", "uncensored", "gemma4", "moe", "vision", "multimodal", "agentic", "coding", "creative-writing", "roleplay", "rp", "conversational", "image-text-to-text", "en", "base_model:google/gemma-4-26B-A4B-it", "base_model:quantized:google/gemma-4-26B-A4B-it", "license:gemma", "endpoints_compatible", "region:us" ] }, "license": { "id": "gemma", "name": "gemma", "url": null, "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "GGUF" ], "repository": "https://huggingface.co/HauhauCS/Gemma4-26B-A4B-QAT-Uncensored-HauhauCS-Balanced-MTP", "lineage": { "family": "Gemma4", "variant": "Gemma4-26B-A4B-QAT-Uncensored-HauhauCS-Balanced-MTP", "base_model": { "status": "declared", "models": [ "google/gemma-4-26B-A4B-it" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": null, "pipeline_tag": "image-text-to-text", "declared": [], "mentioned_in_model_card": [ "llama.cpp" ], "artifact_signals": [ "GGUF artifact present (commonly used with llama.cpp-compatible runtimes)" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-06-25T00:22:39.000Z", "created_at": "2026-06-24T23:43:40.000Z", "downloads": 404412, "likes": 276, "sha": "f9093662a2e7ae0503f637088bc96f77a1a70c83", "library_name": null, "pipeline_tag": "image-text-to-text", "tags": [ "gguf", "uncensored", "gemma4", "moe", "vision", "multimodal", "agentic", "coding", "creative-writing", "roleplay", "rp", "conversational", "image-text-to-text", "en", "base_model:google/gemma-4-26B-A4B-it", "base_model:quantized:google/gemma-4-26B-A4B-it", "license:gemma", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/hauhaucs-gemma4-26b-a4b-qat-uncensored-hauhaucs-balanced-mtp/", "history_url": "https://openmodelweights.com/models/hauhaucs-gemma4-26b-a4b-qat-uncensored-hauhaucs-balanced-mtp/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/hauhaucs-gemma4-26b-a4b-qat-uncensored-hauhaucs-balanced-mtp.json" }, { "id": "cagliostrolab-animagine-xl-4-0", "name": "animagine-xl-4.0", "developer": "cagliostrolab", "family": "animagine-xl-4.0", "variant": "animagine-xl-4.0", "model": { "parameters": "2.56746B", "total_parameters_billions": 2.567463684, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text → image", "tags": [ "diffusers", "safetensors", "text-to-image", "stable-diffusion", "stable-diffusion-xl", "en", "base_model:stabilityai/stable-diffusion-xl-base-1.0", "base_model:finetune:stabilityai/stable-diffusion-xl-base-1.0", "license:openrail++", "endpoints_compatible", "diffusers:StableDiffusionXLPipeline", "region:us" ] }, "license": { "id": "openrail++", "name": "openrail++", "url": null, "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 5.13, "fp8_int8": 2.57, "int4": 1.28 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/cagliostrolab/animagine-xl-4.0", "lineage": { "family": "animagine-xl-4.0", "variant": "animagine-xl-4.0", "base_model": { "status": "declared", "models": [ "stabilityai/stable-diffusion-xl-base-1.0" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Diffusers", "pipeline_tag": "text-to-image", "declared": [ "Diffusers" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-02-13T16:16:46.000Z", "created_at": "2025-01-10T17:51:13.000Z", "downloads": 386736, "likes": 533, "sha": "2b7c1b397761bf5bd3cc42e5b39ec99314a75a96", "library_name": "diffusers", "pipeline_tag": "text-to-image", "tags": [ "diffusers", "safetensors", "text-to-image", "stable-diffusion", "stable-diffusion-xl", "en", "base_model:stabilityai/stable-diffusion-xl-base-1.0", "base_model:finetune:stabilityai/stable-diffusion-xl-base-1.0", "license:openrail++", "endpoints_compatible", "diffusers:StableDiffusionXLPipeline", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/cagliostrolab-animagine-xl-4-0/", "history_url": "https://openmodelweights.com/models/cagliostrolab-animagine-xl-4-0/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/cagliostrolab-animagine-xl-4-0.json" }, { "id": "amazon-chronos-bolt-tiny", "name": "chronos-bolt-tiny", "developer": "amazon", "family": "chronos-bolt-tiny", "variant": "chronos-bolt-tiny", "model": { "parameters": "0.00865267B", "total_parameters_billions": 0.008652672, "context": { "value": 2048, "display": "2,048 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "chronos_config.context_length" } ] }, "modality": "Time Series Forecasting", "tags": [ "chronos-forecasting", "safetensors", "t5", "time series", "forecasting", "pretrained models", "foundation models", "time series foundation models", "time-series", "time-series-forecasting", "arxiv:1910.10683", "arxiv:2403.07815", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.02, "fp8_int8": 0.01, "int4": 0.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/amazon/chronos-bolt-tiny", "lineage": { "family": "chronos-bolt-tiny", "variant": "chronos-bolt-tiny", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "chronos-forecasting", "pipeline_tag": "time-series-forecasting", "declared": [ "chronos-forecasting" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-11-21T12:54:42.000Z", "created_at": "2024-11-25T08:18:08.000Z", "downloads": 879273, "likes": 30, "sha": "a0e552de83495b5c28c14c71c374f3e33280b340", "library_name": "chronos-forecasting", "pipeline_tag": "time-series-forecasting", "tags": [ "chronos-forecasting", "safetensors", "t5", "time series", "forecasting", "pretrained models", "foundation models", "time series foundation models", "time-series", "time-series-forecasting", "arxiv:1910.10683", "arxiv:2403.07815", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/amazon-chronos-bolt-tiny/", "history_url": "https://openmodelweights.com/models/amazon-chronos-bolt-tiny/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/amazon-chronos-bolt-tiny.json" }, { "id": "orcarouter-qwen3-8-27b-uncensored-fp8", "name": "Qwen3.8-27B-Uncensored-FP8", "developer": "orcarouter", "family": "Qwen3.8", "variant": "Qwen3.8-27B-Uncensored-FP8", "model": { "parameters": "27.7814B", "total_parameters_billions": 27.781427952, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "qwen3_5", "image-text-to-text", "abliterated", "qwen3.8", "uncensored", "ai-red-team", "red-teaming", "fp8", "block-fp8", "vllm", "function-calling", "reasoning", "mtp", "conversational", "en", "zh", "base_model:Qwen/Qwen3.8-27B", "base_model:quantized:Qwen/Qwen3.8-27B" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/orcarouter/Qwen3.8-27B-Uncensored-FP8/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/orcarouter/Qwen3.8-27B-Uncensored-FP8/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/orcarouter/Qwen3.8-27B-Uncensored-FP8/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 55.56, "fp8_int8": 27.78, "int4": 13.89 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/orcarouter/Qwen3.8-27B-Uncensored-FP8", "lineage": { "family": "Qwen3.8", "variant": "Qwen3.8-27B-Uncensored-FP8", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3.8-27B" ], "relation": "quantized", "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers", "vLLM" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-10-02T04:18:32.000Z", "created_at": "2026-08-15T05:45:04.000Z", "downloads": 214313, "likes": 1759, "sha": "830602f9b81d083db78f60e889bca37b73b74469", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen3_5", "image-text-to-text", "abliterated", "qwen3.8", "uncensored", "ai-red-team", "red-teaming", "fp8", "block-fp8", "vllm", "function-calling", "reasoning", "mtp", "conversational", "en", "zh", "base_model:Qwen/Qwen3.8-27B", "base_model:quantized:Qwen/Qwen3.8-27B", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/orcarouter-qwen3-8-27b-uncensored-fp8/", "history_url": "https://openmodelweights.com/models/orcarouter-qwen3-8-27b-uncensored-fp8/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/orcarouter-qwen3-8-27b-uncensored-fp8.json" }, { "id": "datalab-to-chandra", "name": "chandra", "developer": "datalab-to", "family": "chandra", "variant": "chandra", "model": { "parameters": "8.76712B", "total_parameters_billions": 8.767123696, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "qwen3_vl", "image-text-to-text", "ocr", "vlm", "conversational", "license:openrail", "eval-results", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "openrail", "name": "openrail", "url": "https://huggingface.co/datalab-to/chandra/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": "https://huggingface.co/datalab-to/chandra/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/datalab-to/chandra/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 17.53, "fp8_int8": 8.77, "int4": 4.38 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/datalab-to/chandra", "lineage": { "family": "chandra", "variant": "chandra", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-03-26T15:55:54.000Z", "created_at": "2025-10-21T00:35:41.000Z", "downloads": 343153, "likes": 532, "sha": "bd40c21576564d31ba99f204e28ccd5c4c1751fa", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen3_vl", "image-text-to-text", "ocr", "vlm", "conversational", "license:openrail", "eval-results", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "unknown", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/datalab-to-chandra/", "history_url": "https://openmodelweights.com/models/datalab-to-chandra/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/datalab-to-chandra.json" }, { "id": "zai-org-glm-5-1", "name": "GLM-5.1", "developer": "Z.ai", "family": "GLM-5.1", "variant": "GLM-5.1", "model": { "parameters": "753.864B", "total_parameters_billions": 753.864139008, "context": { "value": 202752, "display": "202,752 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "glm_moe_dsa", "text-generation", "conversational", "en", "zh", "arxiv:2602.15763", "license:mit", "eval-results", "endpoints_compatible", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": "https://huggingface.co/zai-org/GLM-5.1/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": "https://huggingface.co/zai-org/GLM-5.1/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/zai-org/GLM-5.1/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1507.73, "fp8_int8": 753.86, "int4": 376.93 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/zai-org/GLM-5.1", "lineage": { "family": "GLM-5.1", "variant": "GLM-5.1", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-05-13T08:10:58.000Z", "created_at": "2026-04-03T09:28:47.000Z", "downloads": 228979, "likes": 1840, "sha": "26e1bd6e011feb778d25ae34b09b07074139d92d", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "glm_moe_dsa", "text-generation", "conversational", "en", "zh", "arxiv:2602.15763", "license:mit", "eval-results", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/zai-org-glm-5-1/", "history_url": "https://openmodelweights.com/models/zai-org-glm-5-1/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/zai-org-glm-5-1.json" }, { "id": "llava-hf-llava-v1-6-mistral-7b-hf", "name": "llava-v1.6-mistral-7b-hf", "developer": "llava-hf", "family": "llava-v1.6-mistral", "variant": "llava-v1.6-mistral-7b-hf", "model": { "parameters": "7.56675B", "total_parameters_billions": 7.566747648, "context": { "value": 32768, "display": "32,768 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "llava_next", "image-text-to-text", "vision", "conversational", "en", "arxiv:2310.03744", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 15.13, "fp8_int8": 7.57, "int4": 3.78 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/llava-hf/llava-v1.6-mistral-7b-hf", "lineage": { "family": "llava-v1.6-mistral", "variant": "llava-v1.6-mistral-7b-hf", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-12-22T09:41:22.000Z", "created_at": "2024-02-20T08:01:48.000Z", "downloads": 422260, "likes": 315, "sha": "2424fdd47412fccc66d91719126b420e9fbd7065", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "llava_next", "image-text-to-text", "vision", "conversational", "en", "arxiv:2310.03744", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/llava-hf-llava-v1-6-mistral-7b-hf/", "history_url": "https://openmodelweights.com/models/llava-hf-llava-v1-6-mistral-7b-hf/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/llava-hf-llava-v1-6-mistral-7b-hf.json" }, { "id": "microsoft-biomednlp-biomedbert-base-uncased-abstract-fulltext", "name": "BiomedNLP-BiomedBERT-base-uncased-abstract-fulltext", "developer": "Microsoft", "family": "BiomedNLP-BiomedBERT-base-uncased-abstract-fulltext", "variant": "BiomedNLP-BiomedBERT-base-uncased-abstract-fulltext", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "pytorch", "jax", "bert", "fill-mask", "exbert", "en", "arxiv:2007.15779", "license:mit", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "mit", "name": "MIT", "url": "https://huggingface.co/microsoft/BiomedNLP-BiomedBERT-base-uncased-abstract-fulltext/blob/main/LICENSE.md", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": "https://huggingface.co/microsoft/BiomedNLP-BiomedBERT-base-uncased-abstract-fulltext/blob/main/LICENSE.md" }, "repository_license_files": [ "LICENSE.md" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/microsoft/BiomedNLP-BiomedBERT-base-uncased-abstract-fulltext/blob/main/LICENSE.md" } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/microsoft/BiomedNLP-BiomedBERT-base-uncased-abstract-fulltext", "lineage": { "family": "BiomedNLP-BiomedBERT-base-uncased-abstract-fulltext", "variant": "BiomedNLP-BiomedBERT-base-uncased-abstract-fulltext", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "fill-mask", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-11-06T18:03:43.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 434615, "likes": 337, "sha": "e1354b7a3a09615f6aba48dfad4b7a613eef7062", "library_name": "transformers", "pipeline_tag": "fill-mask", "tags": [ "transformers", "pytorch", "jax", "bert", "fill-mask", "exbert", "en", "arxiv:2007.15779", "license:mit", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/microsoft-biomednlp-biomedbert-base-uncased-abstract-fulltext/", "history_url": "https://openmodelweights.com/models/microsoft-biomednlp-biomedbert-base-uncased-abstract-fulltext/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/microsoft-biomednlp-biomedbert-base-uncased-abstract-fulltext.json" }, { "id": "thenlper-gte-large", "name": "gte-large", "developer": "thenlper", "family": "gte-large", "variant": "gte-large", "model": { "parameters": "0.335142B", "total_parameters_billions": 0.3351424, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text embeddings", "tags": [ "sentence-transformers", "pytorch", "onnx", "safetensors", "openvino", "bert", "mteb", "sentence-similarity", "Sentence Transformers", "en", "arxiv:2308.03281", "license:mit", "model-index", "text-embeddings-inference", "endpoints_compatible", "region:us", "deploy:sagemaker", "deploy:azure" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.67, "fp8_int8": 0.34, "int4": 0.17 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/thenlper/gte-large", "lineage": { "family": "gte-large", "variant": "gte-large", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "sentence-similarity", "declared": [ "ONNX Runtime", "sentence-transformers" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-11-15T14:10:31.000Z", "created_at": "2023-07-27T09:55:39.000Z", "downloads": 446773, "likes": 307, "sha": "4bef63f39fcc5e2d6b0aae83089f307af4970164", "library_name": "sentence-transformers", "pipeline_tag": "sentence-similarity", "tags": [ "sentence-transformers", "pytorch", "onnx", "safetensors", "openvino", "bert", "mteb", "sentence-similarity", "Sentence Transformers", "en", "arxiv:2308.03281", "license:mit", "model-index", "text-embeddings-inference", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/thenlper-gte-large/", "history_url": "https://openmodelweights.com/models/thenlper-gte-large/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/thenlper-gte-large.json" }, { "id": "nvidia-nvidia-nemotron-nano-9b-v2", "name": "NVIDIA-Nemotron-Nano-9B-v2", "developer": "NVIDIA", "family": "NVIDIA-Nemotron-Nano", "variant": "NVIDIA-Nemotron-Nano-9B-v2", "model": { "parameters": "8.88823B", "total_parameters_billions": 8.888227328, "context": { "value": 131072, "display": "131,072 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "nemotron_h", "text-generation", "nvidia", "pytorch", "conversational", "custom_code", "en", "es", "fr", "de", "it", "ja", "dataset:nvidia/Nemotron-Post-Training-Dataset-v1", "dataset:nvidia/Nemotron-Post-Training-Dataset-v2", "dataset:nvidia/Nemotron-Pretraining-Dataset-sample", "dataset:nvidia/Nemotron-CC-v2", "dataset:nvidia/Nemotron-CC-Math-v1", "dataset:nvidia/Nemotron-Pretraining-SFT-v1" ] }, "license": { "id": "other", "name": "nvidia-open-model-license", "url": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-open-model-license/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercially usable subject to NVIDIA license conditions", "basis": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-open-model-license/" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-open-model-license/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 17.78, "fp8_int8": 8.89, "int4": 4.44 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/nvidia/NVIDIA-Nemotron-Nano-9B-v2", "lineage": { "family": "NVIDIA-Nemotron-Nano", "variant": "NVIDIA-Nemotron-Nano-9B-v2", "base_model": { "status": "declared", "models": [ "nvidia/NVIDIA-Nemotron-Nano-12B-v2-Base", "nvidia/NVIDIA-Nemotron-Nano-12B-v2" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "NeMo", "TensorRT-LLM", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-03-05T14:59:25.000Z", "created_at": "2025-08-12T22:43:32.000Z", "downloads": 344363, "likes": 521, "sha": "6533e8de2c68e4536bf7c411d7a3ce5734111476", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "nemotron_h", "text-generation", "nvidia", "pytorch", "conversational", "custom_code", "en", "es", "fr", "de", "it", "ja", "dataset:nvidia/Nemotron-Post-Training-Dataset-v1", "dataset:nvidia/Nemotron-Post-Training-Dataset-v2", "dataset:nvidia/Nemotron-Pretraining-Dataset-sample", "dataset:nvidia/Nemotron-CC-v2", "dataset:nvidia/Nemotron-CC-Math-v1", "dataset:nvidia/Nemotron-Pretraining-SFT-v1", "arxiv:2504.03624", "arxiv:2508.14444", "arxiv:2412.02595", "base_model:nvidia/NVIDIA-Nemotron-Nano-12B-v2", "base_model:finetune:nvidia/NVIDIA-Nemotron-Nano-12B-v2", "license:other", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/nvidia-nvidia-nemotron-nano-9b-v2/", "history_url": "https://openmodelweights.com/models/nvidia-nvidia-nemotron-nano-9b-v2/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/nvidia-nvidia-nemotron-nano-9b-v2.json" }, { "id": "microsoft-phi-4-multimodal-instruct", "name": "Phi-4-multimodal-instruct", "developer": "Microsoft", "family": "Phi-4-multimodal", "variant": "Phi-4-multimodal-instruct", "model": { "parameters": "5.57446B", "total_parameters_billions": 5.574460384, "context": { "value": 131072, "display": "131,072 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Audio → text", "tags": [ "transformers", "safetensors", "phi4mm", "text-generation", "nlp", "code", "audio", "automatic-speech-recognition", "speech-summarization", "speech-translation", "visual-question-answering", "phi-4-multimodal", "phi", "phi-4-mini", "custom_code", "multilingual", "ar", "zh", "cs", "da" ] }, "license": { "id": "mit", "name": "MIT", "url": "https://huggingface.co/microsoft/Phi-4-multimodal-instruct/resolve/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": "https://huggingface.co/microsoft/Phi-4-multimodal-instruct/resolve/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/microsoft/Phi-4-multimodal-instruct/resolve/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 11.15, "fp8_int8": 5.57, "int4": 2.79 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/microsoft/Phi-4-multimodal-instruct", "lineage": { "family": "Phi-4-multimodal", "variant": "Phi-4-multimodal-instruct", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "automatic-speech-recognition", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "ONNX Runtime", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-12-10T20:18:10.000Z", "created_at": "2025-02-24T22:33:32.000Z", "downloads": 258630, "likes": 1615, "sha": "93f923e1a7727d1c4f446756212d9d3e8fcc5d81", "library_name": "transformers", "pipeline_tag": "automatic-speech-recognition", "tags": [ "transformers", "safetensors", "phi4mm", "text-generation", "nlp", "code", "audio", "automatic-speech-recognition", "speech-summarization", "speech-translation", "visual-question-answering", "phi-4-multimodal", "phi", "phi-4-mini", "custom_code", "multilingual", "ar", "zh", "cs", "da", "nl", "en", "fi", "fr", "de", "he", "hu", "it", "ja", "ko", "no", "pl", "pt", "ru", "es", "sv", "th", "tr", "uk", "arxiv:2503.01743", "arxiv:2407.13833", "license:mit", "eval-results", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/microsoft-phi-4-multimodal-instruct/", "history_url": "https://openmodelweights.com/models/microsoft-phi-4-multimodal-instruct/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/microsoft-phi-4-multimodal-instruct.json" }, { "id": "comfy-org-wan-animate-2", "name": "Wan-Animate-2", "developer": "Comfy-Org", "family": "Wan-Animate-2", "variant": "Wan-Animate-2", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "diffusion-single-file", "comfyui", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Comfy-Org/Wan-Animate-2", "lineage": { "family": "Wan-Animate-2", "variant": "Wan-Animate-2", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "diffusion-single-file", "pipeline_tag": null, "declared": [ "diffusion-single-file" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-23T08:04:43.000Z", "created_at": "2026-07-14T23:36:50.000Z", "downloads": 585750, "likes": 55, "sha": "e7181fe1896b7f2ce34120d1a3663413548240d7", "library_name": "diffusion-single-file", "pipeline_tag": null, "tags": [ "diffusion-single-file", "comfyui", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/comfy-org-wan-animate-2/", "history_url": "https://openmodelweights.com/models/comfy-org-wan-animate-2/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/comfy-org-wan-animate-2.json" }, { "id": "comfy-org-stable-diffusion-3-5-fp8", "name": "stable-diffusion-3.5-fp8", "developer": "Comfy-Org", "family": "stable-diffusion-3.5", "variant": "stable-diffusion-3.5-fp8", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "diffusion-single-file", "comfyui", "base_model:stabilityai/stable-diffusion-3.5-large", "base_model:finetune:stabilityai/stable-diffusion-3.5-large", "license:other", "region:us" ] }, "license": { "id": "other", "name": "stabilityai-ai-community", "url": "https://huggingface.co/stabilityai/stable-diffusion-3.5-large/blob/main/LICENSE.md", "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": "https://huggingface.co/stabilityai/stable-diffusion-3.5-large/blob/main/LICENSE.md" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/stabilityai/stable-diffusion-3.5-large/blob/main/LICENSE.md" } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Comfy-Org/stable-diffusion-3.5-fp8", "lineage": { "family": "stable-diffusion-3.5", "variant": "stable-diffusion-3.5-fp8", "base_model": { "status": "declared", "models": [ "stabilityai/stable-diffusion-3.5-large", "stabilityai/stable-diffusion-3.5-medium" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "diffusion-single-file", "pipeline_tag": null, "declared": [ "diffusion-single-file" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-23T07:53:11.000Z", "created_at": "2024-10-22T01:30:14.000Z", "downloads": 376345, "likes": 242, "sha": "934251d1e6168bcb45a069abc5bd5cdd5f8fea00", "library_name": "diffusion-single-file", "pipeline_tag": null, "tags": [ "diffusion-single-file", "comfyui", "base_model:stabilityai/stable-diffusion-3.5-large", "base_model:finetune:stabilityai/stable-diffusion-3.5-large", "license:other", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/comfy-org-stable-diffusion-3-5-fp8/", "history_url": "https://openmodelweights.com/models/comfy-org-stable-diffusion-3-5-fp8/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/comfy-org-stable-diffusion-3-5-fp8.json" }, { "id": "papluca-xlm-roberta-base-language-detection", "name": "xlm-roberta-base-language-detection", "developer": "papluca", "family": "xlm-roberta-base-language-detection", "variant": "xlm-roberta-base-language-detection", "model": { "parameters": "0.27806B", "total_parameters_billions": 0.278059542, "context": { "value": 514, "display": "514 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text Classification", "tags": [ "transformers", "pytorch", "tf", "safetensors", "xlm-roberta", "text-classification", "generated_from_trainer", "multilingual", "ar", "bg", "de", "el", "en", "es", "fr", "hi", "it", "ja", "nl", "pl" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.56, "fp8_int8": 0.28, "int4": 0.14 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/papluca/xlm-roberta-base-language-detection", "lineage": { "family": "xlm-roberta-base-language-detection", "variant": "xlm-roberta-base-language-detection", "base_model": { "status": "declared", "models": [ "xlm-roberta-base" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-classification", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-12-28T13:54:18.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 410306, "likes": 377, "sha": "9865598389ca9d95637462f743f683b51d75b87b", "library_name": "transformers", "pipeline_tag": "text-classification", "tags": [ "transformers", "pytorch", "tf", "safetensors", "xlm-roberta", "text-classification", "generated_from_trainer", "multilingual", "ar", "bg", "de", "el", "en", "es", "fr", "hi", "it", "ja", "nl", "pl", "pt", "ru", "sw", "th", "tr", "ur", "vi", "zh", "dataset:papluca/language-identification", "arxiv:1911.02116", "base_model:FacebookAI/xlm-roberta-base", "base_model:finetune:FacebookAI/xlm-roberta-base", "doi:10.57967/hf/2064", "license:mit", "text-embeddings-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/papluca-xlm-roberta-base-language-detection/", "history_url": "https://openmodelweights.com/models/papluca-xlm-roberta-base-language-detection/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/papluca-xlm-roberta-base-language-detection.json" }, { "id": "sshleifer-distilbart-cnn-12-6", "name": "distilbart-cnn-12-6", "developer": "sshleifer", "family": "distilbart-cnn-12-6", "variant": "distilbart-cnn-12-6", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 1024, "display": "1,024 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Summarization", "tags": [ "transformers", "pytorch", "jax", "rust", "bart", "text2text-generation", "summarization", "en", "dataset:cnn_dailymail", "dataset:xsum", "license:apache-2.0", "endpoints_compatible", "region:us", "deploy:sagemaker", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/sshleifer/distilbart-cnn-12-6", "lineage": { "family": "distilbart-cnn-12-6", "variant": "distilbart-cnn-12-6", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "summarization", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2021-06-14T07:51:12.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 428349, "likes": 326, "sha": "a4f8f3ea906ed274767e9906dbaede7531d660ff", "library_name": "transformers", "pipeline_tag": "summarization", "tags": [ "transformers", "pytorch", "jax", "rust", "bart", "text2text-generation", "summarization", "en", "dataset:cnn_dailymail", "dataset:xsum", "license:apache-2.0", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/sshleifer-distilbart-cnn-12-6/", "history_url": "https://openmodelweights.com/models/sshleifer-distilbart-cnn-12-6/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/sshleifer-distilbart-cnn-12-6.json" }, { "id": "airesearch-wav2vec2-large-xlsr-53-th", "name": "wav2vec2-large-xlsr-53-th", "developer": "airesearch", "family": "wav2vec2-large-xlsr-53-th", "variant": "wav2vec2-large-xlsr-53-th", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Audio → text", "tags": [ "transformers", "pytorch", "wav2vec2", "automatic-speech-recognition", "audio", "hf-asr-leaderboard", "robust-speech-event", "speech", "xlsr-fine-tuning", "th", "dataset:common_voice", "doi:10.57967/hf/0404", "license:cc-by-sa-4.0", "model-index", "endpoints_compatible", "region:us" ] }, "license": { "id": "cc-by-sa-4.0", "name": "cc-by-sa-4.0", "url": null, "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/airesearch/wav2vec2-large-xlsr-53-th", "lineage": { "family": "wav2vec2-large-xlsr-53-th", "variant": "wav2vec2-large-xlsr-53-th", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "automatic-speech-recognition", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2022-03-23T18:24:45.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 885872, "likes": 28, "sha": "3155938c549b23eee16b1d4b55dcb161b7fe4bcf", "library_name": "transformers", "pipeline_tag": "automatic-speech-recognition", "tags": [ "transformers", "pytorch", "wav2vec2", "automatic-speech-recognition", "audio", "hf-asr-leaderboard", "robust-speech-event", "speech", "xlsr-fine-tuning", "th", "dataset:common_voice", "doi:10.57967/hf/0404", "license:cc-by-sa-4.0", "model-index", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "recipe-or-training-files-present", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/airesearch-wav2vec2-large-xlsr-53-th/", "history_url": "https://openmodelweights.com/models/airesearch-wav2vec2-large-xlsr-53-th/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/airesearch-wav2vec2-large-xlsr-53-th.json" }, { "id": "bingsu-yolo-world-mirror", "name": "yolo-world-mirror", "developer": "Bingsu", "family": "yolo-world-mirror", "variant": "yolo-world-mirror", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "ultralytics", "license:agpl-3.0", "region:us" ] }, "license": { "id": "agpl-3.0", "name": "agpl-3.0", "url": null, "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/Bingsu/yolo-world-mirror", "lineage": { "family": "yolo-world-mirror", "variant": "yolo-world-mirror", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "ultralytics", "pipeline_tag": null, "declared": [ "ultralytics" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-03-16T10:43:40.000Z", "created_at": "2024-03-01T01:56:11.000Z", "downloads": 1354178, "likes": 6, "sha": "414d0eef6ce72b3375f87d9c33ebc8db1e7a97ef", "library_name": "ultralytics", "pipeline_tag": null, "tags": [ "ultralytics", "license:agpl-3.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/bingsu-yolo-world-mirror/", "history_url": "https://openmodelweights.com/models/bingsu-yolo-world-mirror/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/bingsu-yolo-world-mirror.json" }, { "id": "lpiccinelli-unidepth-v2-vitl14", "name": "unidepth-v2-vitl14", "developer": "lpiccinelli", "family": "unidepth-v2-vitl14", "variant": "unidepth-v2-vitl14", "model": { "parameters": "0.353831B", "total_parameters_billions": 0.353831043, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "UniDepth", "pytorch", "safetensors", "model_hub_mixin", "monocular-metric-depth-estimation", "pytorch_model_hub_mixin", "region:us" ] }, "license": { "id": null, "name": "Not declared in model-card metadata", "url": null, "status": "not-disclosed", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.71, "fp8_int8": 0.35, "int4": 0.18 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/lpiccinelli/unidepth-v2-vitl14", "lineage": { "family": "unidepth-v2-vitl14", "variant": "unidepth-v2-vitl14", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "UniDepth", "pipeline_tag": null, "declared": [ "UniDepth" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-02-28T13:55:37.000Z", "created_at": "2024-06-12T12:39:28.000Z", "downloads": 743727, "likes": 50, "sha": "52b349b514bd8b47642f67ac78cb7b5dc5c51dd9", "library_name": "UniDepth", "pipeline_tag": null, "tags": [ "UniDepth", "pytorch", "safetensors", "model_hub_mixin", "monocular-metric-depth-estimation", "pytorch_model_hub_mixin", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "not-disclosed", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/lpiccinelli-unidepth-v2-vitl14/", "history_url": "https://openmodelweights.com/models/lpiccinelli-unidepth-v2-vitl14/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/lpiccinelli-unidepth-v2-vitl14.json" }, { "id": "deepseek-ai-deepseek-r1-distill-qwen-14b", "name": "DeepSeek-R1-Distill-Qwen-14B", "developer": "DeepSeek", "family": "DeepSeek-R1-Distill-Qwen", "variant": "DeepSeek-R1-Distill-Qwen-14B", "model": { "parameters": "14.77B", "total_parameters_billions": 14.770033664, "context": { "value": 131072, "display": "131,072 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "qwen2", "text-generation", "conversational", "arxiv:2501.12948", "license:mit", "text-generation-inference", "endpoints_compatible", "region:us", "deploy:sagemaker" ] }, "license": { "id": "mit", "name": "MIT", "url": "https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-14B/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": "https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-14B/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-14B/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 29.54, "fp8_int8": 14.77, "int4": 7.39 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-14B", "lineage": { "family": "DeepSeek-R1-Distill-Qwen", "variant": "DeepSeek-R1-Distill-Qwen-14B", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-02-24T03:31:45.000Z", "created_at": "2025-01-20T09:18:27.000Z", "downloads": 338761, "likes": 696, "sha": "1df8507178afcc1bef68cd8c393f61a886323761", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "qwen2", "text-generation", "conversational", "arxiv:2501.12948", "license:mit", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/deepseek-ai-deepseek-r1-distill-qwen-14b/", "history_url": "https://openmodelweights.com/models/deepseek-ai-deepseek-r1-distill-qwen-14b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/deepseek-ai-deepseek-r1-distill-qwen-14b.json" }, { "id": "playgroundai-playground-v2-5-1024px-aesthetic", "name": "playground-v2.5-1024px-aesthetic", "developer": "playgroundai", "family": "playground-v2.5-1024px-aesthetic", "variant": "playground-v2.5-1024px-aesthetic", "model": { "parameters": "2.56746B", "total_parameters_billions": 2.567463684, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text → image", "tags": [ "diffusers", "safetensors", "text-to-image", "playground", "arxiv:2206.00364", "arxiv:2402.17245", "license:other", "endpoints_compatible", "diffusers:StableDiffusionXLPipeline", "region:us" ] }, "license": { "id": "other", "name": "playground-v2dot5-community", "url": "https://huggingface.co/playgroundai/playground-v2.5-1024px-aesthetic/blob/main/LICENSE.md", "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": "https://huggingface.co/playgroundai/playground-v2.5-1024px-aesthetic/blob/main/LICENSE.md" }, "repository_license_files": [ "LICENSE.md" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/playgroundai/playground-v2.5-1024px-aesthetic/blob/main/LICENSE.md" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 5.13, "fp8_int8": 2.57, "int4": 1.28 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/playgroundai/playground-v2.5-1024px-aesthetic", "lineage": { "family": "playground-v2.5-1024px-aesthetic", "variant": "playground-v2.5-1024px-aesthetic", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Diffusers", "pipeline_tag": "text-to-image", "declared": [ "Diffusers" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-03-15T00:00:20.000Z", "created_at": "2024-02-16T18:46:17.000Z", "downloads": 327802, "likes": 771, "sha": "1e032f13f2fe6db2dc49947dbdbd196e753de573", "library_name": "diffusers", "pipeline_tag": "text-to-image", "tags": [ "diffusers", "safetensors", "text-to-image", "playground", "arxiv:2206.00364", "arxiv:2402.17245", "license:other", "endpoints_compatible", "diffusers:StableDiffusionXLPipeline", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/playgroundai-playground-v2-5-1024px-aesthetic/", "history_url": "https://openmodelweights.com/models/playgroundai-playground-v2-5-1024px-aesthetic/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/playgroundai-playground-v2-5-1024px-aesthetic.json" }, { "id": "ibm-granite-granite-4-1-3b", "name": "granite-4.1-3b", "developer": "IBM", "family": "granite-4.1", "variant": "granite-4.1-3b", "model": { "parameters": "3.40284B", "total_parameters_billions": 3.40283648, "context": { "value": 131072, "display": "131,072 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "granite", "text-generation", "language", "granite-4.1", "conversational", "arxiv:0000.00000", "license:apache-2.0", "eval-results", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 6.81, "fp8_int8": 3.4, "int4": 1.7 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/ibm-granite/granite-4.1-3b", "lineage": { "family": "granite-4.1", "variant": "granite-4.1-3b", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-05-04T17:36:00.000Z", "created_at": "2026-04-06T13:18:12.000Z", "downloads": 508226, "likes": 112, "sha": "c0650403e44e78ec0262dab1c90914c65b196c4e", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "granite", "text-generation", "language", "granite-4.1", "conversational", "arxiv:0000.00000", "license:apache-2.0", "eval-results", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/ibm-granite-granite-4-1-3b/", "history_url": "https://openmodelweights.com/models/ibm-granite-granite-4-1-3b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/ibm-granite-granite-4-1-3b.json" }, { "id": "cross-encoder-nli-deberta-v3-base", "name": "nli-deberta-v3-base", "developer": "cross-encoder", "family": "nli-deberta-v3", "variant": "nli-deberta-v3-base", "model": { "parameters": "0.184425B", "total_parameters_billions": 0.184424963, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Zero Shot Classification", "tags": [ "sentence-transformers", "pytorch", "onnx", "safetensors", "deberta-v2", "text-classification", "transformers", "zero-shot-classification", "en", "dataset:nyu-mll/multi_nli", "dataset:stanfordnlp/snli", "base_model:microsoft/deberta-v3-base", "base_model:quantized:microsoft/deberta-v3-base", "license:apache-2.0", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.37, "fp8_int8": 0.18, "int4": 0.09 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/cross-encoder/nli-deberta-v3-base", "lineage": { "family": "nli-deberta-v3", "variant": "nli-deberta-v3-base", "base_model": { "status": "declared", "models": [ "microsoft/deberta-v3-base" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "zero-shot-classification", "declared": [ "ONNX Runtime", "Transformers", "sentence-transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-04-11T09:56:48.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 738877, "likes": 50, "sha": "6c749ce3425cd33b46d187e45b92bbf96ee12ec7", "library_name": "sentence-transformers", "pipeline_tag": "zero-shot-classification", "tags": [ "sentence-transformers", "pytorch", "onnx", "safetensors", "deberta-v2", "text-classification", "transformers", "zero-shot-classification", "en", "dataset:nyu-mll/multi_nli", "dataset:stanfordnlp/snli", "base_model:microsoft/deberta-v3-base", "base_model:quantized:microsoft/deberta-v3-base", "license:apache-2.0", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/cross-encoder-nli-deberta-v3-base/", "history_url": "https://openmodelweights.com/models/cross-encoder-nli-deberta-v3-base/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/cross-encoder-nli-deberta-v3-base.json" }, { "id": "sg161222-realvisxl-v5-0", "name": "RealVisXL_V5.0", "developer": "SG161222", "family": "RealVisXL_V5.0", "variant": "RealVisXL_V5.0", "model": { "parameters": "2.56746B", "total_parameters_billions": 2.567463684, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text → image", "tags": [ "diffusers", "safetensors", "license:openrail++", "endpoints_compatible", "diffusers:StableDiffusionXLPipeline", "region:us" ] }, "license": { "id": "openrail++", "name": "openrail++", "url": null, "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 5.13, "fp8_int8": 2.57, "int4": 1.28 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/SG161222/RealVisXL_V5.0", "lineage": { "family": "RealVisXL_V5.0", "variant": "RealVisXL_V5.0", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Diffusers", "pipeline_tag": "text-to-image", "declared": [ "Diffusers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-10-08T16:34:25.000Z", "created_at": "2024-08-05T03:49:17.000Z", "downloads": 459956, "likes": 242, "sha": "ac93e0dda1f6d448cae19bbfab8c5e720a5e48bc", "library_name": "diffusers", "pipeline_tag": "text-to-image", "tags": [ "diffusers", "safetensors", "license:openrail++", "endpoints_compatible", "diffusers:StableDiffusionXLPipeline", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/sg161222-realvisxl-v5-0/", "history_url": "https://openmodelweights.com/models/sg161222-realvisxl-v5-0/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/sg161222-realvisxl-v5-0.json" }, { "id": "mlx-community-parakeet-tdt-0-6b-v2", "name": "parakeet-tdt-0.6b-v2", "developer": "mlx-community", "family": "parakeet-tdt", "variant": "parakeet-tdt-0.6b-v2", "model": { "parameters": "0.61787B", "total_parameters_billions": 0.617869958, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Audio → text", "tags": [ "mlx", "safetensors", "automatic-speech-recognition", "speech", "audio", "FastConformer", "Conformer", "Parakeet", "base_model:nvidia/parakeet-tdt-0.6b-v2", "base_model:finetune:nvidia/parakeet-tdt-0.6b-v2", "license:cc-by-4.0", "region:us" ] }, "license": { "id": "cc-by-4.0", "name": "CC BY 4.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed with attribution under CC BY 4.0", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1.24, "fp8_int8": 0.62, "int4": 0.31 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/mlx-community/parakeet-tdt-0.6b-v2", "lineage": { "family": "parakeet-tdt", "variant": "parakeet-tdt-0.6b-v2", "base_model": { "status": "declared", "models": [ "nvidia/parakeet-tdt-0.6b-v2" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "MLX", "pipeline_tag": "automatic-speech-recognition", "declared": [ "MLX" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-05-10T05:56:37.000Z", "created_at": "2025-05-06T14:30:22.000Z", "downloads": 745313, "likes": 47, "sha": "8ae155301e23d820d82aa60d24817c900e69e487", "library_name": "mlx", "pipeline_tag": "automatic-speech-recognition", "tags": [ "mlx", "safetensors", "automatic-speech-recognition", "speech", "audio", "FastConformer", "Conformer", "Parakeet", "base_model:nvidia/parakeet-tdt-0.6b-v2", "base_model:finetune:nvidia/parakeet-tdt-0.6b-v2", "license:cc-by-4.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/mlx-community-parakeet-tdt-0-6b-v2/", "history_url": "https://openmodelweights.com/models/mlx-community-parakeet-tdt-0-6b-v2/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/mlx-community-parakeet-tdt-0-6b-v2.json" }, { "id": "baidu-qianfan-ocr", "name": "Qianfan-OCR", "developer": "baidu", "family": "Qianfan-OCR", "variant": "Qianfan-OCR", "model": { "parameters": "4.74141B", "total_parameters_billions": 4.741408256, "context": { "value": 32768, "display": "32,768 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "qianfan_ocr", "image-text-to-text", "vision-language", "ocr", "document-intelligence", "qianfan", "conversational", "multilingual", "arxiv:2603.13398", "arxiv:2509.18189", "license:apache-2.0", "model-index", "eval-results", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/baidu/Qianfan-OCR/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/baidu/Qianfan-OCR/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/baidu/Qianfan-OCR/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 9.48, "fp8_int8": 4.74, "int4": 2.37 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/baidu/Qianfan-OCR", "lineage": { "family": "Qianfan-OCR", "variant": "Qianfan-OCR", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-04-29T04:55:52.000Z", "created_at": "2026-03-18T07:48:43.000Z", "downloads": 248310, "likes": 1204, "sha": "623bf5d20d446abdb36606aa4547cd0c18886fe5", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qianfan_ocr", "image-text-to-text", "vision-language", "ocr", "document-intelligence", "qianfan", "conversational", "multilingual", "arxiv:2603.13398", "arxiv:2509.18189", "license:apache-2.0", "model-index", "eval-results", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/baidu-qianfan-ocr/", "history_url": "https://openmodelweights.com/models/baidu-qianfan-ocr/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/baidu-qianfan-ocr.json" }, { "id": "ornith-ai-ornith-1-5-35b-a3b", "name": "Ornith-1.5-35B-A3B", "developer": "ornith-ai", "family": "Ornith-1.5", "variant": "Ornith-1.5-35B-A3B", "model": { "parameters": "35.9518B", "total_parameters_billions": 35.951822704, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "qwen3_5_moe", "image-text-to-text", "text-generation", "conversational", "license:mit", "eval-results", "endpoints_compatible", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": "https://huggingface.co/ornith-ai/Ornith-1.5-35B-A3B/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": "https://huggingface.co/ornith-ai/Ornith-1.5-35B-A3B/blob/main/LICENSE" }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": "https://huggingface.co/ornith-ai/Ornith-1.5-35B-A3B/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 71.9, "fp8_int8": 35.95, "int4": 17.98 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/ornith-ai/Ornith-1.5-35B-A3B", "lineage": { "family": "Ornith-1.5", "variant": "Ornith-1.5-35B-A3B", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "Ollama", "SGLang", "llama.cpp", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-23T03:17:39.000Z", "created_at": "2026-08-18T06:24:38.000Z", "downloads": 272565, "likes": 684, "sha": "10fbf86fed7ecee4a061f8b499a618f46001cac1", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "qwen3_5_moe", "image-text-to-text", "text-generation", "conversational", "license:mit", "eval-results", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/ornith-ai-ornith-1-5-35b-a3b/", "history_url": "https://openmodelweights.com/models/ornith-ai-ornith-1-5-35b-a3b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/ornith-ai-ornith-1-5-35b-a3b.json" }, { "id": "google-flan-t5-large", "name": "flan-t5-large", "developer": "Google", "family": "flan-t5-large", "variant": "flan-t5-large", "model": { "parameters": "0.78315B", "total_parameters_billions": 0.78315008, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "transformers", "pytorch", "tf", "jax", "safetensors", "t5", "text2text-generation", "en", "fr", "ro", "de", "multilingual", "dataset:svakulenk0/qrecc", "dataset:taskmaster2", "dataset:djaym7/wiki_dialog", "dataset:deepmind/code_contests", "dataset:lambada", "dataset:gsm8k", "dataset:aqua_rat", "dataset:esnli" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1.57, "fp8_int8": 0.78, "int4": 0.39 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/google/flan-t5-large", "lineage": { "family": "flan-t5-large", "variant": "flan-t5-large", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": null, "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-07-17T12:49:05.000Z", "created_at": "2022-10-21T10:07:08.000Z", "downloads": 308571, "likes": 894, "sha": "0613663d0d48ea86ba8cb3d7a44f0f65dc596a2a", "library_name": "transformers", "pipeline_tag": null, "tags": [ "transformers", "pytorch", "tf", "jax", "safetensors", "t5", "text2text-generation", "en", "fr", "ro", "de", "multilingual", "dataset:svakulenk0/qrecc", "dataset:taskmaster2", "dataset:djaym7/wiki_dialog", "dataset:deepmind/code_contests", "dataset:lambada", "dataset:gsm8k", "dataset:aqua_rat", "dataset:esnli", "dataset:quasc", "dataset:qed", "arxiv:2210.11416", "arxiv:1910.09700", "license:apache-2.0", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/google-flan-t5-large/", "history_url": "https://openmodelweights.com/models/google-flan-t5-large/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/google-flan-t5-large.json" }, { "id": "naver-splade-cocondenser-selfdistil", "name": "splade-cocondenser-selfdistil", "developer": "naver", "family": "splade-cocondenser-selfdistil", "variant": "splade-cocondenser-selfdistil", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Embeddings / features", "tags": [ "sentence-transformers", "pytorch", "bert", "splade", "query-expansion", "document-expansion", "bag-of-words", "passage-retrieval", "knowledge-distillation", "sparse-encoder", "sparse", "feature-extraction", "en", "dataset:ms_marco", "arxiv:2205.04733", "license:cc-by-nc-sa-4.0", "text-embeddings-inference", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "cc-by-nc-sa-4.0", "name": "cc-by-nc-sa-4.0", "url": null, "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/naver/splade-cocondenser-selfdistil", "lineage": { "family": "splade-cocondenser-selfdistil", "variant": "splade-cocondenser-selfdistil", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "feature-extraction", "declared": [ "sentence-transformers" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-06-30T15:26:15.000Z", "created_at": "2022-05-09T12:48:34.000Z", "downloads": 1116451, "likes": 11, "sha": "31f3eb4b5aae648cde974db3b7b44bf2d095106b", "library_name": "sentence-transformers", "pipeline_tag": "feature-extraction", "tags": [ "sentence-transformers", "pytorch", "bert", "splade", "query-expansion", "document-expansion", "bag-of-words", "passage-retrieval", "knowledge-distillation", "sparse-encoder", "sparse", "feature-extraction", "en", "dataset:ms_marco", "arxiv:2205.04733", "license:cc-by-nc-sa-4.0", "text-embeddings-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "unknown", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/naver-splade-cocondenser-selfdistil/", "history_url": "https://openmodelweights.com/models/naver-splade-cocondenser-selfdistil/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/naver-splade-cocondenser-selfdistil.json" }, { "id": "eleutherai-pythia-70m", "name": "pythia-70m", "developer": "EleutherAI", "family": "pythia", "variant": "pythia-70m", "model": { "parameters": "0.0955925B", "total_parameters_billions": 0.095592496, "context": { "value": 2048, "display": "2,048 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Not declared", "tags": [ "gpt-neox", "pytorch", "safetensors", "gpt_neox", "causal-lm", "pythia", "en", "dataset:EleutherAI/pile", "arxiv:2304.01373", "arxiv:2101.00027", "arxiv:2201.07311", "license:apache-2.0", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.19, "fp8_int8": 0.1, "int4": 0.05 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/EleutherAI/pythia-70m", "lineage": { "family": "pythia", "variant": "pythia-70m", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "gpt-neox", "pipeline_tag": null, "declared": [ "gpt-neox" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-11-21T19:04:09.000Z", "created_at": "2023-02-13T14:54:51.000Z", "downloads": 616100, "likes": 86, "sha": "a39f36b100fe8a5377810d56c3f4789b9c53ac42", "library_name": "gpt-neox", "pipeline_tag": null, "tags": [ "gpt-neox", "pytorch", "safetensors", "gpt_neox", "causal-lm", "pythia", "en", "dataset:EleutherAI/pile", "arxiv:2304.01373", "arxiv:2101.00027", "arxiv:2201.07311", "license:apache-2.0", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/eleutherai-pythia-70m/", "history_url": "https://openmodelweights.com/models/eleutherai-pythia-70m/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/eleutherai-pythia-70m.json" }, { "id": "redhatai-qwen3-8-27b-int4", "name": "Qwen3.8-27B-INT4", "developer": "RedHatAI", "family": "Qwen3.8", "variant": "Qwen3.8-27B-INT4", "model": { "parameters": "27.3567B", "total_parameters_billions": 27.356728592, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "qwen3_5", "image-text-to-text", "int4", "vllm", "llm-compressor", "compressed-tensors", "conversational", "en", "zh", "base_model:Qwen/Qwen3.8-27B", "base_model:quantized:Qwen/Qwen3.8-27B", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 54.71, "fp8_int8": 27.36, "int4": 13.68 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/RedHatAI/Qwen3.8-27B-INT4", "lineage": { "family": "Qwen3.8", "variant": "Qwen3.8-27B-INT4", "base_model": { "status": "declared", "models": [ "Qwen/Qwen3.8-27B" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers", "vLLM" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-28T15:23:56.000Z", "created_at": "2026-08-17T20:44:53.000Z", "downloads": 572016, "likes": 51, "sha": "91bd022d5b49442a868bc35008f6c21e1860edfa", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "qwen3_5", "image-text-to-text", "int4", "vllm", "llm-compressor", "compressed-tensors", "conversational", "en", "zh", "base_model:Qwen/Qwen3.8-27B", "base_model:quantized:Qwen/Qwen3.8-27B", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "recipe-or-training-files-present", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/redhatai-qwen3-8-27b-int4/", "history_url": "https://openmodelweights.com/models/redhatai-qwen3-8-27b-int4/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/redhatai-qwen3-8-27b-int4.json" }, { "id": "xenova-whisper-tiny-en", "name": "whisper-tiny.en", "developer": "Xenova", "family": "whisper-tiny.en", "variant": "whisper-tiny.en", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Audio → text", "tags": [ "transformers.js", "onnx", "whisper", "automatic-speech-recognition", "base_model:openai/whisper-tiny.en", "base_model:quantized:openai/whisper-tiny.en", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "ONNX" ], "repository": "https://huggingface.co/Xenova/whisper-tiny.en", "lineage": { "family": "whisper-tiny.en", "variant": "whisper-tiny.en", "base_model": { "status": "declared", "models": [ "openai/whisper-tiny.en" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "transformers.js", "pipeline_tag": "automatic-speech-recognition", "declared": [ "ONNX Runtime", "transformers.js" ], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-12-16T18:46:53.000Z", "created_at": "2023-05-02T21:37:47.000Z", "downloads": 823206, "likes": 27, "sha": "79fb389fc764e7c395bd330e9531d9d32ada7049", "library_name": "transformers.js", "pipeline_tag": "automatic-speech-recognition", "tags": [ "transformers.js", "onnx", "whisper", "automatic-speech-recognition", "base_model:openai/whisper-tiny.en", "base_model:quantized:openai/whisper-tiny.en", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/xenova-whisper-tiny-en/", "history_url": "https://openmodelweights.com/models/xenova-whisper-tiny-en/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/xenova-whisper-tiny-en.json" }, { "id": "google-medgemma-1-5-4b-it", "name": "medgemma-1.5-4b-it", "developer": "Google", "family": "medgemma-1.5", "variant": "medgemma-1.5-4b-it", "model": { "parameters": "4.30008B", "total_parameters_billions": 4.300079472, "context": { "value": 128000, "display": "128,000 tokens", "status": "verified", "evidence": [ { "source": "README.md", "detail": "explicit context statement" } ] }, "modality": "Image + text → text", "tags": [ "transformers", "safetensors", "gemma3", "image-text-to-text", "medical", "radiology", "clinical-reasoning", "dermatology", "pathology", "ophthalmology", "chest-x-ray", "conversational", "arxiv:2303.15343", "arxiv:2604.05081", "arxiv:2406.19578", "arxiv:2405.03162", "arxiv:2106.14463", "arxiv:2009.13081", "arxiv:2203.14371", "arxiv:1909.06146" ] }, "license": { "id": "other", "name": "health-ai-developer-foundations", "url": "https://developers.google.com/health-ai-developer-foundations/terms", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use permitted subject to Gemma Terms", "basis": "https://developers.google.com/health-ai-developer-foundations/terms" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://developers.google.com/health-ai-developer-foundations/terms" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 8.6, "fp8_int8": 4.3, "int4": 2.15 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/google/medgemma-1.5-4b-it", "lineage": { "family": "medgemma-1.5", "variant": "medgemma-1.5-4b-it", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-text-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-04-13T23:20:55.000Z", "created_at": "2026-01-07T23:07:01.000Z", "downloads": 265566, "likes": 945, "sha": "91850547d9f0b2fdd21aa7c5f4f3d1a8a52c243b", "library_name": "transformers", "pipeline_tag": "image-text-to-text", "tags": [ "transformers", "safetensors", "gemma3", "image-text-to-text", "medical", "radiology", "clinical-reasoning", "dermatology", "pathology", "ophthalmology", "chest-x-ray", "conversational", "arxiv:2303.15343", "arxiv:2604.05081", "arxiv:2406.19578", "arxiv:2405.03162", "arxiv:2106.14463", "arxiv:2009.13081", "arxiv:2203.14371", "arxiv:1909.06146", "arxiv:2102.09542", "arxiv:2411.15640", "arxiv:2404.05590", "arxiv:2501.18362", "arxiv:1605.01397", "arxiv:1901.07031", "arxiv:2403.17834", "arxiv:2402.16040", "license:other", "text-generation-inference", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/google-medgemma-1-5-4b-it/", "history_url": "https://openmodelweights.com/models/google-medgemma-1-5-4b-it/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/google-medgemma-1-5-4b-it.json" }, { "id": "codellama-codellama-7b-hf", "name": "CodeLlama-7b-hf", "developer": "codellama", "family": "CodeLlama", "variant": "CodeLlama-7b-hf", "model": { "parameters": "6.73855B", "total_parameters_billions": 6.738546688, "context": { "value": 16384, "display": "16,384 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "pytorch", "safetensors", "llama", "text-generation", "llama-2", "code", "arxiv:2308.12950", "license:llama2", "text-generation-inference", "endpoints_compatible", "region:us", "deploy:sagemaker", "deploy:azure" ] }, "license": { "id": "llama2", "name": "llama2", "url": "https://www.llama.com/llama3/license/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed subject to Llama community-license conditions", "basis": "https://www.llama.com/llama3/license/" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.llama.com/llama3/license/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 13.48, "fp8_int8": 6.74, "int4": 3.37 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/codellama/CodeLlama-7b-hf", "lineage": { "family": "CodeLlama", "variant": "CodeLlama-7b-hf", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-04-12T14:17:26.000Z", "created_at": "2023-08-24T16:31:11.000Z", "downloads": 394427, "likes": 379, "sha": "6c284d1468fe6c413cf56183e69b194dcfa27fe6", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "pytorch", "safetensors", "llama", "text-generation", "llama-2", "code", "arxiv:2308.12950", "license:llama2", "text-generation-inference", "endpoints_compatible", "deploy:sagemaker", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/codellama-codellama-7b-hf/", "history_url": "https://openmodelweights.com/models/codellama-codellama-7b-hf/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/codellama-codellama-7b-hf.json" }, { "id": "mixedbread-ai-mxbai-rerank-xsmall-v1", "name": "mxbai-rerank-xsmall-v1", "developer": "mixedbread-ai", "family": "mxbai-rerank-xsmall-v1", "variant": "mxbai-rerank-xsmall-v1", "model": { "parameters": "0.0708303B", "total_parameters_billions": 0.070830337, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text Ranking", "tags": [ "transformers", "onnx", "safetensors", "deberta-v2", "text-classification", "reranker", "transformers.js", "sentence-transformers", "text-ranking", "en", "license:apache-2.0", "text-embeddings-inference", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/mixedbread-ai/mxbai-rerank-xsmall-v1/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/mixedbread-ai/mxbai-rerank-xsmall-v1/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/mixedbread-ai/mxbai-rerank-xsmall-v1/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.14, "fp8_int8": 0.07, "int4": 0.04 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "ONNX" ], "repository": "https://huggingface.co/mixedbread-ai/mxbai-rerank-xsmall-v1", "lineage": { "family": "mxbai-rerank-xsmall-v1", "variant": "mxbai-rerank-xsmall-v1", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-ranking", "declared": [ "ONNX Runtime", "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-04-02T14:42:01.000Z", "created_at": "2024-02-29T10:31:57.000Z", "downloads": 685590, "likes": 59, "sha": "b5c6e9da73abc3711f593f705371cdbe9e0fe422", "library_name": "transformers", "pipeline_tag": "text-ranking", "tags": [ "transformers", "onnx", "safetensors", "deberta-v2", "text-classification", "reranker", "transformers.js", "sentence-transformers", "text-ranking", "en", "license:apache-2.0", "text-embeddings-inference", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/mixedbread-ai-mxbai-rerank-xsmall-v1/", "history_url": "https://openmodelweights.com/models/mixedbread-ai-mxbai-rerank-xsmall-v1/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/mixedbread-ai-mxbai-rerank-xsmall-v1.json" }, { "id": "numind-numarkdown-8b-thinking", "name": "NuMarkdown-8B-Thinking", "developer": "numind", "family": "NuMarkdown", "variant": "NuMarkdown-8B-Thinking", "model": { "parameters": "8.29217B", "total_parameters_billions": 8.292166656, "context": { "value": 128000, "display": "128,000 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Image To Text", "tags": [ "transformers", "safetensors", "qwen2_5_vl", "image-text-to-text", "OCR", "vision-language", "VLM", "Reasoning", "document-to-markdown", "qwen2.5", "markdown", "extraction", "RAG", "image-to-text", "base_model:Qwen/Qwen2.5-VL-7B-Instruct", "base_model:finetune:Qwen/Qwen2.5-VL-7B-Instruct", "license:mit", "text-generation-inference", "endpoints_compatible", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 16.58, "fp8_int8": 8.29, "int4": 4.15 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/numind/NuMarkdown-8B-Thinking", "lineage": { "family": "NuMarkdown", "variant": "NuMarkdown-8B-Thinking", "base_model": { "status": "declared", "models": [ "Qwen/Qwen2.5-VL-7B-Instruct" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-to-text", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-06-05T12:59:54.000Z", "created_at": "2025-07-29T18:39:08.000Z", "downloads": 311003, "likes": 496, "sha": "8dfc5236ae68b799d86308aae2f9717fdb50286e", "library_name": "transformers", "pipeline_tag": "image-to-text", "tags": [ "transformers", "safetensors", "qwen2_5_vl", "image-text-to-text", "OCR", "vision-language", "VLM", "Reasoning", "document-to-markdown", "qwen2.5", "markdown", "extraction", "RAG", "image-to-text", "base_model:Qwen/Qwen2.5-VL-7B-Instruct", "base_model:finetune:Qwen/Qwen2.5-VL-7B-Instruct", "license:mit", "text-generation-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/numind-numarkdown-8b-thinking/", "history_url": "https://openmodelweights.com/models/numind-numarkdown-8b-thinking/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/numind-numarkdown-8b-thinking.json" }, { "id": "nvidia-nvidia-nemotron-3-ultra-550b-a55b-bf16", "name": "NVIDIA-Nemotron-3-Ultra-550B-A55B-BF16", "developer": "NVIDIA", "family": "NVIDIA-Nemotron-3-Ultra", "variant": "NVIDIA-Nemotron-3-Ultra-550B-A55B-BF16", "model": { "parameters": "560.525B", "total_parameters_billions": 560.524578816, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "nemotron_h", "text-generation", "nvidia", "pytorch", "nemotron-3", "latent-moe", "mtp", "conversational", "en", "fr", "es", "it", "de", "pt", "ja", "ko", "hi", "ar" ] }, "license": { "id": "other", "name": "openmdw-1.1", "url": "https://openmdw.ai/license/1-1/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercially usable subject to NVIDIA license conditions", "basis": "https://openmdw.ai/license/1-1/" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://openmdw.ai/license/1-1/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 1121.05, "fp8_int8": 560.52, "int4": 280.26 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/nvidia/NVIDIA-Nemotron-3-Ultra-550B-A55B-BF16", "lineage": { "family": "NVIDIA-Nemotron-3-Ultra", "variant": "NVIDIA-Nemotron-3-Ultra-550B-A55B-BF16", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "NeMo", "SGLang", "TensorRT-LLM", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-24T23:47:18.000Z", "created_at": "2026-06-03T14:50:04.000Z", "downloads": 325246, "likes": 358, "sha": "77df655d5e9f8362164ed14dd8b48f8bce657498", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "nemotron_h", "text-generation", "nvidia", "pytorch", "nemotron-3", "latent-moe", "mtp", "conversational", "en", "fr", "es", "it", "de", "pt", "ja", "ko", "hi", "ar", "zh", "he", "dataset:nvidia/nemotron-post-training-v3", "dataset:nvidia/nemotron-pre-training-datasets", "license:other", "eval-results", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/nvidia-nvidia-nemotron-3-ultra-550b-a55b-bf16/", "history_url": "https://openmodelweights.com/models/nvidia-nvidia-nemotron-3-ultra-550b-a55b-bf16/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/nvidia-nvidia-nemotron-3-ultra-550b-a55b-bf16.json" }, { "id": "deepbeepmeep-minimax-h3", "name": "MiniMax-H3", "developer": "DeepBeepMeep", "family": "MiniMax-H3", "variant": "MiniMax-H3", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "diffusion-single-file", "onnx", "gguf", "region:us" ] }, "license": { "id": null, "name": "Not declared in model-card metadata", "url": null, "status": "not-disclosed", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "Safetensors", "PyTorch", "GGUF", "ONNX" ], "repository": "https://huggingface.co/DeepBeepMeep/MiniMax-H3", "lineage": { "family": "MiniMax-H3", "variant": "MiniMax-H3", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "diffusion-single-file", "pipeline_tag": null, "declared": [ "ONNX Runtime", "diffusion-single-file" ], "mentioned_in_model_card": [], "artifact_signals": [ "GGUF artifact present (commonly used with llama.cpp-compatible runtimes)", "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-10-02T16:43:18.000Z", "created_at": "2026-08-02T14:32:59.000Z", "downloads": 524276, "likes": 66, "sha": "50763a51c575663b32a4d7b64d103ab7aae81061", "library_name": "diffusion-single-file", "pipeline_tag": null, "tags": [ "diffusion-single-file", "onnx", "gguf", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "full-field-verification", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "not-disclosed", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." }, { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." } ] }, "url": "https://openmodelweights.com/models/deepbeepmeep-minimax-h3/", "history_url": "https://openmodelweights.com/models/deepbeepmeep-minimax-h3/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/deepbeepmeep-minimax-h3.json" }, { "id": "jonatasgrosman-wav2vec2-large-xlsr-53-hungarian", "name": "wav2vec2-large-xlsr-53-hungarian", "developer": "jonatasgrosman", "family": "wav2vec2-large-xlsr-53-hungarian", "variant": "wav2vec2-large-xlsr-53-hungarian", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Audio → text", "tags": [ "transformers", "pytorch", "jax", "wav2vec2", "automatic-speech-recognition", "audio", "speech", "xlsr-fine-tuning-week", "hu", "dataset:common_voice", "doi:10.57967/hf/3577", "license:apache-2.0", "model-index", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/jonatasgrosman/wav2vec2-large-xlsr-53-hungarian", "lineage": { "family": "wav2vec2-large-xlsr-53-hungarian", "variant": "wav2vec2-large-xlsr-53-hungarian", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "automatic-speech-recognition", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2022-12-14T01:57:43.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 1132238, "likes": 10, "sha": "2bd0786e71cad097c4e6ce9b3e45b40c74ad8f37", "library_name": "transformers", "pipeline_tag": "automatic-speech-recognition", "tags": [ "transformers", "pytorch", "jax", "wav2vec2", "automatic-speech-recognition", "audio", "speech", "xlsr-fine-tuning-week", "hu", "dataset:common_voice", "doi:10.57967/hf/3577", "license:apache-2.0", "model-index", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/jonatasgrosman-wav2vec2-large-xlsr-53-hungarian/", "history_url": "https://openmodelweights.com/models/jonatasgrosman-wav2vec2-large-xlsr-53-hungarian/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/jonatasgrosman-wav2vec2-large-xlsr-53-hungarian.json" }, { "id": "jonatasgrosman-wav2vec2-large-xlsr-53-greek", "name": "wav2vec2-large-xlsr-53-greek", "developer": "jonatasgrosman", "family": "wav2vec2-large-xlsr-53-greek", "variant": "wav2vec2-large-xlsr-53-greek", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Audio → text", "tags": [ "transformers", "pytorch", "jax", "wav2vec2", "automatic-speech-recognition", "audio", "speech", "xlsr-fine-tuning-week", "el", "dataset:common_voice", "doi:10.57967/hf/3579", "license:apache-2.0", "model-index", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/jonatasgrosman/wav2vec2-large-xlsr-53-greek", "lineage": { "family": "wav2vec2-large-xlsr-53-greek", "variant": "wav2vec2-large-xlsr-53-greek", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "automatic-speech-recognition", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2022-12-14T01:56:48.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 1356411, "likes": 5, "sha": "489b34fb35fc5876af6193d419772cb9d6d1d531", "library_name": "transformers", "pipeline_tag": "automatic-speech-recognition", "tags": [ "transformers", "pytorch", "jax", "wav2vec2", "automatic-speech-recognition", "audio", "speech", "xlsr-fine-tuning-week", "el", "dataset:common_voice", "doi:10.57967/hf/3579", "license:apache-2.0", "model-index", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/jonatasgrosman-wav2vec2-large-xlsr-53-greek/", "history_url": "https://openmodelweights.com/models/jonatasgrosman-wav2vec2-large-xlsr-53-greek/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/jonatasgrosman-wav2vec2-large-xlsr-53-greek.json" }, { "id": "facebook-seamless-m4t-v2-large", "name": "seamless-m4t-v2-large", "developer": "Meta", "family": "seamless-m4t-v2-large", "variant": "seamless-m4t-v2-large", "model": { "parameters": "2.30925B", "total_parameters_billions": 2.309249669, "context": { "value": 4096, "display": "4,096 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Audio → text", "tags": [ "transformers", "safetensors", "seamless_m4t_v2", "feature-extraction", "audio-to-audio", "text-to-speech", "seamless_communication", "automatic-speech-recognition", "af", "am", "ar", "as", "az", "be", "bn", "bs", "bg", "ca", "cs", "zh" ] }, "license": { "id": "cc-by-nc-4.0", "name": "CC BY-NC 4.0", "url": "https://github.com/meta-llama/llama-models/blob/main/models/llama4/LICENSE", "status": "verified", "commercial_use": { "status": "not-allowed", "label": "Commercial use is not permitted by CC BY-NC 4.0", "basis": "https://github.com/meta-llama/llama-models/blob/main/models/llama4/LICENSE" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://github.com/meta-llama/llama-models/blob/main/models/llama4/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 4.62, "fp8_int8": 2.31, "int4": 1.15 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/facebook/seamless-m4t-v2-large", "lineage": { "family": "seamless-m4t-v2-large", "variant": "seamless-m4t-v2-large", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "automatic-speech-recognition", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-01-04T12:48:26.000Z", "created_at": "2023-11-29T14:37:04.000Z", "downloads": 290053, "likes": 1023, "sha": "5f8cc790b19fc3f67a61c105133b20b34e3dcb76", "library_name": "transformers", "pipeline_tag": "automatic-speech-recognition", "tags": [ "transformers", "safetensors", "seamless_m4t_v2", "feature-extraction", "audio-to-audio", "text-to-speech", "seamless_communication", "automatic-speech-recognition", "af", "am", "ar", "as", "az", "be", "bn", "bs", "bg", "ca", "cs", "zh", "cy", "da", "de", "el", "en", "et", "fi", "fr", "or", "om", "ga", "gl", "gu", "ha", "he", "hi", "hr", "hu", "hy", "ig", "id", "is", "it", "jv", "ja", "kn", "ka", "kk", "mn", "km", "ky", "ko", "lo", "ln", "lt", "lb", "lg", "lv", "ml", "mr", "mk", "mt", "mi", "my", "nl", "nb", "ne", "ny", "oc", "pa", "ps", "fa", "pl", "pt", "ro", "ru", "sk", "sl", "sn", "sd", "so", "es", "sr", "sv", "sw", "ta", "te", "tg", "tl", "th", "tr", "uk", "ur", "uz", "vi", "wo", "xh", "yo", "ms", "zu", "ary", "arz", "yue", "kea", "arxiv:2312.05187", "license:cc-by-nc-4.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/facebook-seamless-m4t-v2-large/", "history_url": "https://openmodelweights.com/models/facebook-seamless-m4t-v2-large/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/facebook-seamless-m4t-v2-large.json" }, { "id": "tencent-hy3", "name": "Hy3", "developer": "Tencent", "family": "Hy3", "variant": "Hy3", "model": { "parameters": "298.786B", "total_parameters_billions": 298.786155776, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "hy_v3", "text-generation", "hunyuan", "hy3", "moe", "conversational", "license:apache-2.0", "eval-results", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://huggingface.co/tencent/Hy3/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://huggingface.co/tencent/Hy3/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/tencent/Hy3/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 597.57, "fp8_int8": 298.79, "int4": 149.39 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/tencent/Hy3", "lineage": { "family": "Hy3", "variant": "Hy3", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-07-20T07:01:39.000Z", "created_at": "2026-07-02T13:23:54.000Z", "downloads": 244940, "likes": 972, "sha": "a960ebc3da325ba167f069f76c41eb62c9280d22", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "hy_v3", "text-generation", "hunyuan", "hy3", "moe", "conversational", "license:apache-2.0", "eval-results", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "recipe-or-training-files-present", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/tencent-hy3/", "history_url": "https://openmodelweights.com/models/tencent-hy3/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/tencent-hy3.json" }, { "id": "sentence-transformers-testing-stsb-bert-tiny-safetensors", "name": "stsb-bert-tiny-safetensors", "developer": "sentence-transformers-testing", "family": "stsb-bert-tiny-safetensors", "variant": "stsb-bert-tiny-safetensors", "model": { "parameters": "0.00438592B", "total_parameters_billions": 0.00438592, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text embeddings", "tags": [ "sentence-transformers", "pytorch", "safetensors", "bert", "feature-extraction", "sentence-similarity", "transformers", "text-embeddings-inference", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": null, "name": "Not declared in model-card metadata", "url": null, "status": "not-disclosed", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.01, "fp8_int8": 0.0, "int4": 0.0 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/sentence-transformers-testing/stsb-bert-tiny-safetensors", "lineage": { "family": "stsb-bert-tiny-safetensors", "variant": "stsb-bert-tiny-safetensors", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "sentence-similarity", "declared": [ "Transformers", "sentence-transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-01-17T11:47:16.000Z", "created_at": "2023-11-06T13:20:57.000Z", "downloads": 1416576, "likes": 4, "sha": "f3cb857cba53019a20df283396bcca179cf051a4", "library_name": "sentence-transformers", "pipeline_tag": "sentence-similarity", "tags": [ "sentence-transformers", "pytorch", "safetensors", "bert", "feature-extraction", "sentence-similarity", "transformers", "text-embeddings-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "not-disclosed", "commercial_use": "unknown", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/sentence-transformers-testing-stsb-bert-tiny-safetensors/", "history_url": "https://openmodelweights.com/models/sentence-transformers-testing-stsb-bert-tiny-safetensors/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/sentence-transformers-testing-stsb-bert-tiny-safetensors.json" }, { "id": "moritzlaurer-deberta-v3-base-mnli-fever-anli", "name": "DeBERTa-v3-base-mnli-fever-anli", "developer": "MoritzLaurer", "family": "DeBERTa-v3-base-mnli-fever-anli", "variant": "DeBERTa-v3-base-mnli-fever-anli", "model": { "parameters": "0.184425B", "total_parameters_billions": 0.184424963, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Zero Shot Classification", "tags": [ "transformers", "pytorch", "safetensors", "deberta-v2", "text-classification", "zero-shot-classification", "en", "dataset:multi_nli", "dataset:facebook/anli", "dataset:fever", "arxiv:2006.03654", "license:mit", "model-index", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.37, "fp8_int8": 0.18, "int4": 0.09 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/MoritzLaurer/DeBERTa-v3-base-mnli-fever-anli", "lineage": { "family": "DeBERTa-v3-base-mnli-fever-anli", "variant": "DeBERTa-v3-base-mnli-fever-anli", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "zero-shot-classification", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-04-11T13:47:27.000Z", "created_at": "2022-03-02T23:29:04.000Z", "downloads": 450497, "likes": 226, "sha": "6f5cf0a2b59cabb106aca4c287eed12e357e90eb", "library_name": "transformers", "pipeline_tag": "zero-shot-classification", "tags": [ "transformers", "pytorch", "safetensors", "deberta-v2", "text-classification", "zero-shot-classification", "en", "dataset:multi_nli", "dataset:facebook/anli", "dataset:fever", "arxiv:2006.03654", "license:mit", "model-index", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/moritzlaurer-deberta-v3-base-mnli-fever-anli/", "history_url": "https://openmodelweights.com/models/moritzlaurer-deberta-v3-base-mnli-fever-anli/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/moritzlaurer-deberta-v3-base-mnli-fever-anli.json" }, { "id": "shibing624-macbert4csc-base-chinese", "name": "macbert4csc-base-chinese", "developer": "shibing624", "family": "macbert4csc-base-chinese", "variant": "macbert4csc-base-chinese", "model": { "parameters": "0.102291B", "total_parameters_billions": 0.102290824, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "pytorch", "onnx", "safetensors", "bert", "fill-mask", "zh", "pycorrector", "text-generation", "dataset:shibing624/CSC", "arxiv:2004.13922", "license:apache-2.0", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.2, "fp8_int8": 0.1, "int4": 0.05 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/shibing624/macbert4csc-base-chinese", "lineage": { "family": "macbert4csc-base-chinese", "variant": "macbert4csc-base-chinese", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "ONNX Runtime", "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-09-15T09:55:38.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 542187, "likes": 121, "sha": "615e6e09ef9a69ec487bc7c641ec3a311e2c11b9", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "pytorch", "onnx", "safetensors", "bert", "fill-mask", "zh", "pycorrector", "text-generation", "dataset:shibing624/CSC", "arxiv:2004.13922", "license:apache-2.0", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "repository-revision-unchanged", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Repository revision check", "detail": "Official Hugging Face repository SHA unchanged; prior field evidence retained." }, { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/shibing624-macbert4csc-base-chinese/", "history_url": "https://openmodelweights.com/models/shibing624-macbert4csc-base-chinese/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/shibing624-macbert4csc-base-chinese.json" }, { "id": "laion-clip-vit-b-16-laion2b-s34b-b88k", "name": "CLIP-ViT-B-16-laion2B-s34B-b88K", "developer": "laion", "family": "CLIP-ViT-B-16-laion2B-s34B-b88K", "variant": "CLIP-ViT-B-16-laion2B-s34B-b88K", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Zero Shot Image Classification", "tags": [ "open_clip", "safetensors", "zero-shot-image-classification", "arxiv:1910.04867", "license:mit", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/laion/CLIP-ViT-B-16-laion2B-s34B-b88K", "lineage": { "family": "CLIP-ViT-B-16-laion2B-s34B-b88K", "variant": "CLIP-ViT-B-16-laion2B-s34B-b88K", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "open_clip", "pipeline_tag": "zero-shot-image-classification", "declared": [ "open_clip" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2023-04-19T18:55:10.000Z", "created_at": "2023-01-03T00:16:18.000Z", "downloads": 751871, "likes": 39, "sha": "7288da5a0d6f0b51c4a2b27c624837a9236d0112", "library_name": "open_clip", "pipeline_tag": "zero-shot-image-classification", "tags": [ "open_clip", "safetensors", "zero-shot-image-classification", "arxiv:1910.04867", "license:mit", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "full-field-verification", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/laion-clip-vit-b-16-laion2b-s34b-b88k/", "history_url": "https://openmodelweights.com/models/laion-clip-vit-b-16-laion2b-s34b-b88k/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/laion-clip-vit-b-16-laion2b-s34b-b88k.json" }, { "id": "nvidia-nemotron-3-embed-1b-bf16", "name": "Nemotron-3-Embed-1B-BF16", "developer": "NVIDIA", "family": "Nemotron-3-Embed", "variant": "Nemotron-3-Embed-1B-BF16", "model": { "parameters": "1.14092B", "total_parameters_billions": 1.140918272, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text embeddings", "tags": [ "sentence-transformers", "safetensors", "ministral3", "feature-extraction", "text", "text-embeddings", "retrieval", "semantic-search", "transformers", "rag", "vllm", "sentence-similarity", "multilingual", "en", "ar", "as", "bn", "bg", "zh", "da" ] }, "license": { "id": "other", "name": "openmdw-1.1", "url": "https://openmdw.ai/license/1-1/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercially usable subject to NVIDIA license conditions", "basis": "https://openmdw.ai/license/1-1/" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://openmdw.ai/license/1-1/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 2.28, "fp8_int8": 1.14, "int4": 0.57 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/nvidia/Nemotron-3-Embed-1B-BF16", "lineage": { "family": "Nemotron-3-Embed", "variant": "Nemotron-3-Embed-1B-BF16", "base_model": { "status": "declared", "models": [ "mistralai/Ministral-3-3B-Instruct-2512" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "sentence-similarity", "declared": [ "Transformers", "sentence-transformers", "vLLM" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-27T23:53:03.000Z", "created_at": "2026-07-14T07:32:18.000Z", "downloads": 400178, "likes": 159, "sha": "c0c9fea93ea424587517f2c59e20db9f1d6bf615", "library_name": "sentence-transformers", "pipeline_tag": "sentence-similarity", "tags": [ "sentence-transformers", "safetensors", "ministral3", "feature-extraction", "text", "text-embeddings", "retrieval", "semantic-search", "transformers", "rag", "vllm", "sentence-similarity", "multilingual", "en", "ar", "as", "bn", "bg", "zh", "da", "nl", "fi", "fr", "de", "hi", "id", "it", "ja", "ko", "ms", "mr", "ne", "no", "fa", "pt", "ro", "ru", "es", "sw", "sv", "ta", "te", "th", "uk", "ur", "vi", "arxiv:2407.14679", "arxiv:2502.13595", "base_model:mistralai/Ministral-3-3B-Instruct-2512", "base_model:finetune:mistralai/Ministral-3-3B-Instruct-2512", "license:other", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "full-field-verification", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/nvidia-nemotron-3-embed-1b-bf16/", "history_url": "https://openmodelweights.com/models/nvidia-nemotron-3-embed-1b-bf16/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/nvidia-nemotron-3-embed-1b-bf16.json" }, { "id": "facebook-dinov3-vits16-pretrain-lvd1689m", "name": "dinov3-vits16-pretrain-lvd1689m", "developer": "Meta", "family": "dinov3-vits16-pretrain-lvd1689m", "variant": "dinov3-vits16-pretrain-lvd1689m", "model": { "parameters": "0.0215965B", "total_parameters_billions": 0.021596544, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image Feature Extraction", "tags": [ "transformers", "safetensors", "dinov3_vit", "image-feature-extraction", "dino", "dinov3", "arxiv:2508.10104", "en", "base_model:facebook/dinov3-vit7b16-pretrain-lvd1689m", "base_model:finetune:facebook/dinov3-vit7b16-pretrain-lvd1689m", "license:other", "endpoints_compatible", "region:us" ] }, "license": { "id": "other", "name": "dinov3-license", "url": "https://ai.meta.com/resources/models-and-libraries/dinov3-license", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercial use allowed subject to Llama community-license conditions", "basis": "https://ai.meta.com/resources/models-and-libraries/dinov3-license" }, "repository_license_files": [ "LICENSE.md" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://ai.meta.com/resources/models-and-libraries/dinov3-license" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.04, "fp8_int8": 0.02, "int4": 0.01 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/facebook/dinov3-vits16-pretrain-lvd1689m", "lineage": { "family": "dinov3-vits16-pretrain-lvd1689m", "variant": "dinov3-vits16-pretrain-lvd1689m", "base_model": { "status": "declared", "models": [ "facebook/dinov3-vit7b16-pretrain-lvd1689m" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "image-feature-extraction", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-08-19T09:01:01.000Z", "created_at": "2025-08-05T09:33:03.000Z", "downloads": 412002, "likes": 289, "sha": "114c1379950215c8b35dfcd4e90a5c251dde0d32", "library_name": "transformers", "pipeline_tag": "image-feature-extraction", "tags": [ "transformers", "safetensors", "dinov3_vit", "image-feature-extraction", "dino", "dinov3", "arxiv:2508.10104", "en", "base_model:facebook/dinov3-vit7b16-pretrain-lvd1689m", "base_model:finetune:facebook/dinov3-vit7b16-pretrain-lvd1689m", "license:other", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "full-field-verification", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/facebook-dinov3-vits16-pretrain-lvd1689m/", "history_url": "https://openmodelweights.com/models/facebook-dinov3-vits16-pretrain-lvd1689m/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/facebook-dinov3-vits16-pretrain-lvd1689m.json" }, { "id": "zai-org-glm-4-5-air", "name": "GLM-4.5-Air", "developer": "Z.ai", "family": "GLM-4.5-Air", "variant": "GLM-4.5-Air", "model": { "parameters": "110.469B", "total_parameters_billions": 110.468824832, "context": { "value": 131072, "display": "131,072 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "glm4_moe", "text-generation", "conversational", "en", "zh", "arxiv:2508.06471", "license:mit", "eval-results", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 220.94, "fp8_int8": 110.47, "int4": 55.23 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/zai-org/GLM-4.5-Air", "lineage": { "family": "GLM-4.5-Air", "variant": "GLM-4.5-Air", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "SGLang", "vLLM" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-08-11T13:25:37.000Z", "created_at": "2025-07-20T03:25:55.000Z", "downloads": 323157, "likes": 643, "sha": "a24ceef6ce4f3536971efe9b778bdaa1bab18daa", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "glm4_moe", "text-generation", "conversational", "en", "zh", "arxiv:2508.06471", "license:mit", "eval-results", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "full-field-verification", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/zai-org-glm-4-5-air/", "history_url": "https://openmodelweights.com/models/zai-org-glm-4-5-air/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/zai-org-glm-4-5-air.json" }, { "id": "hubertsiuzdak-snac-24khz", "name": "snac_24khz", "developer": "hubertsiuzdak", "family": "snac_24khz", "variant": "snac_24khz", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "transformers", "pytorch", "audio", "license:mit", "endpoints_compatible", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/hubertsiuzdak/snac_24khz", "lineage": { "family": "snac_24khz", "variant": "snac_24khz", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": null, "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-04-03T23:47:28.000Z", "created_at": "2024-03-05T14:34:40.000Z", "downloads": 638169, "likes": 65, "sha": "d73ad176a12188fcf4f360ba3bf2c2fbbe8f58ec", "library_name": "transformers", "pipeline_tag": null, "tags": [ "transformers", "pytorch", "audio", "license:mit", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "full-field-verification", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/hubertsiuzdak-snac-24khz/", "history_url": "https://openmodelweights.com/models/hubertsiuzdak-snac-24khz/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/hubertsiuzdak-snac-24khz.json" }, { "id": "apple-dfn5b-clip-vit-h-14-378", "name": "DFN5B-CLIP-ViT-H-14-378", "developer": "apple", "family": "DFN5B-CLIP-ViT-H-14-378", "variant": "DFN5B-CLIP-ViT-H-14-378", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 77, "display": "77 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Not declared", "tags": [ "open_clip", "pytorch", "clip", "arxiv:2309.17425", "license:apple-amlr", "region:us" ] }, "license": { "id": "apple-amlr", "name": "apple-sample-code-license", "url": "https://huggingface.co/apple/DFN5B-CLIP-ViT-H-14-378/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": "https://huggingface.co/apple/DFN5B-CLIP-ViT-H-14-378/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/apple/DFN5B-CLIP-ViT-H-14-378/blob/main/LICENSE" } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/apple/DFN5B-CLIP-ViT-H-14-378", "lineage": { "family": "DFN5B-CLIP-ViT-H-14-378", "variant": "DFN5B-CLIP-ViT-H-14-378", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "open_clip", "pipeline_tag": null, "declared": [ "open_clip" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-02-28T18:39:32.000Z", "created_at": "2023-10-30T23:08:21.000Z", "downloads": 545671, "likes": 110, "sha": "01b771ed0d1395ca5ffdd279897d665ebe00dfd2", "library_name": "open_clip", "pipeline_tag": null, "tags": [ "open_clip", "pytorch", "clip", "arxiv:2309.17425", "license:apple-amlr", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "full-field-verification", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "unknown", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/apple-dfn5b-clip-vit-h-14-378/", "history_url": "https://openmodelweights.com/models/apple-dfn5b-clip-vit-h-14-378/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/apple-dfn5b-clip-vit-h-14-378.json" }, { "id": "comfy-org-scail-2", "name": "SCAIL-2", "developer": "Comfy-Org", "family": "SCAIL-2", "variant": "SCAIL-2", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "diffusion-single-file", "comfyui", "base_model:zai-org/SCAIL-2", "base_model:finetune:zai-org/SCAIL-2", "license:mit", "region:us" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/Comfy-Org/SCAIL-2", "lineage": { "family": "SCAIL-2", "variant": "SCAIL-2", "base_model": { "status": "declared", "models": [ "zai-org/SCAIL-2" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "diffusion-single-file", "pipeline_tag": null, "declared": [ "diffusion-single-file" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-23T08:03:24.000Z", "created_at": "2026-06-09T07:31:06.000Z", "downloads": 419888, "likes": 121, "sha": "fe3c728bc793ba21ca674688f822afb709ad44fb", "library_name": "diffusion-single-file", "pipeline_tag": null, "tags": [ "diffusion-single-file", "comfyui", "base_model:zai-org/SCAIL-2", "base_model:finetune:zai-org/SCAIL-2", "license:mit", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "full-field-verification", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/comfy-org-scail-2/", "history_url": "https://openmodelweights.com/models/comfy-org-scail-2/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/comfy-org-scail-2.json" }, { "id": "sulphurai-sulphur-2-base", "name": "Sulphur-2-base", "developer": "SulphurAI", "family": "Sulphur-2", "variant": "Sulphur-2-base", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Text → video", "tags": [ "diffusers", "safetensors", "gguf", "text-to-video", "base_model:Lightricks/LTX-2.3", "base_model:quantized:Lightricks/LTX-2.3", "endpoints_compatible", "region:us", "conversational" ] }, "license": { "id": null, "name": "Not declared in model-card metadata", "url": "https://huggingface.co/SulphurAI/Sulphur-2-base/blob/main/LICENSE.txt", "status": "not-disclosed", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": "https://huggingface.co/SulphurAI/Sulphur-2-base/blob/main/LICENSE.txt" }, "repository_license_files": [ "LICENSE.txt" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/SulphurAI/Sulphur-2-base/blob/main/LICENSE.txt" } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "Safetensors", "GGUF" ], "repository": "https://huggingface.co/SulphurAI/Sulphur-2-base", "lineage": { "family": "Sulphur-2", "variant": "Sulphur-2-base", "base_model": { "status": "declared", "models": [ "Lightricks/LTX-2.3" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Diffusers", "pipeline_tag": "text-to-video", "declared": [ "Diffusers" ], "mentioned_in_model_card": [], "artifact_signals": [ "GGUF artifact present (commonly used with llama.cpp-compatible runtimes)" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-08-05T20:28:53.000Z", "created_at": "2026-05-03T00:33:24.000Z", "downloads": 184448, "likes": 2088, "sha": "65587bbb38c700622f9434a16e732c8b280c115e", "library_name": "diffusers", "pipeline_tag": "text-to-video", "tags": [ "diffusers", "safetensors", "gguf", "text-to-video", "base_model:Lightricks/LTX-2.3", "base_model:quantized:Lightricks/LTX-2.3", "endpoints_compatible", "region:us", "conversational" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "full-field-verification", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "not-disclosed", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/sulphurai-sulphur-2-base/", "history_url": "https://openmodelweights.com/models/sulphurai-sulphur-2-base/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/sulphurai-sulphur-2-base.json" }, { "id": "qdrant-all-minilm-l6-v2-with-attentions", "name": "all_miniLM_L6_v2_with_attentions", "developer": "Qdrant", "family": "all_miniLM_L6_v2_with_attentions", "variant": "all_miniLM_L6_v2_with_attentions", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": 512, "display": "512 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text embeddings", "tags": [ "transformers", "onnx", "bert", "feature-extraction", "sentence-similarity", "en", "license:apache-2.0", "text-embeddings-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "ONNX" ], "repository": "https://huggingface.co/Qdrant/all_miniLM_L6_v2_with_attentions", "lineage": { "family": "all_miniLM_L6_v2_with_attentions", "variant": "all_miniLM_L6_v2_with_attentions", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "sentence-similarity", "declared": [ "ONNX Runtime", "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-09-27T19:14:34.000Z", "created_at": "2024-05-09T09:03:18.000Z", "downloads": 754510, "likes": 16, "sha": "e6e0a7e86dfd9b3abe92d5d25abd609aa7b20040", "library_name": "transformers", "pipeline_tag": "sentence-similarity", "tags": [ "transformers", "onnx", "bert", "feature-extraction", "sentence-similarity", "en", "license:apache-2.0", "text-embeddings-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "full-field-verification", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/qdrant-all-minilm-l6-v2-with-attentions/", "history_url": "https://openmodelweights.com/models/qdrant-all-minilm-l6-v2-with-attentions/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/qdrant-all-minilm-l6-v2-with-attentions.json" }, { "id": "nvidia-personaplex-7b-v1", "name": "personaplex-7b-v1", "developer": "NVIDIA", "family": "personaplex", "variant": "personaplex-7b-v1", "model": { "parameters": "8.37141B", "total_parameters_billions": 8.371408896, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Audio To Audio", "tags": [ "moshi", "safetensors", "personaplex", "speech-to-speech", "agent", "audio-to-audio", "en", "arxiv:2602.06053", "arxiv:2503.04721", "arxiv:2110.13900", "arxiv:2410.00037", "base_model:kyutai/moshiko-pytorch-bf16", "base_model:finetune:kyutai/moshiko-pytorch-bf16", "license:other", "region:us" ] }, "license": { "id": "other", "name": "nvidia-open-model-license", "url": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-open-model-license/", "status": "verified", "commercial_use": { "status": "allowed-with-conditions", "label": "Commercially usable subject to NVIDIA license conditions", "basis": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-open-model-license/" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.nvidia.com/en-us/agreements/enterprise-software/nvidia-open-model-license/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 16.74, "fp8_int8": 8.37, "int4": 4.19 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/nvidia/personaplex-7b-v1", "lineage": { "family": "personaplex", "variant": "personaplex-7b-v1", "base_model": { "status": "declared", "models": [ "kyutai/moshiko-pytorch-bf16" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "moshi", "pipeline_tag": "audio-to-audio", "declared": [ "moshi" ], "mentioned_in_model_card": [ "NeMo" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-03-02T18:03:29.000Z", "created_at": "2025-12-31T17:01:00.000Z", "downloads": 186223, "likes": 2778, "sha": "fdaf4090a61cb315c138a1faee287ffd6c716309", "library_name": "moshi", "pipeline_tag": "audio-to-audio", "tags": [ "moshi", "safetensors", "personaplex", "speech-to-speech", "agent", "audio-to-audio", "en", "arxiv:2602.06053", "arxiv:2503.04721", "arxiv:2110.13900", "arxiv:2410.00037", "base_model:kyutai/moshiko-pytorch-bf16", "base_model:finetune:kyutai/moshiko-pytorch-bf16", "license:other", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "full-field-verification", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/nvidia-personaplex-7b-v1/", "history_url": "https://openmodelweights.com/models/nvidia-personaplex-7b-v1/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/nvidia-personaplex-7b-v1.json" }, { "id": "pekingu-rtdetr-r101vd-coco-o365", "name": "rtdetr_r101vd_coco_o365", "developer": "PekingU", "family": "rtdetr_r101vd_coco_o365", "variant": "rtdetr_r101vd_coco_o365", "model": { "parameters": "0.0767987B", "total_parameters_billions": 0.0767987, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image", "tags": [ "transformers", "safetensors", "rt_detr", "object-detection", "vision", "en", "dataset:coco", "arxiv:2304.08069", "license:apache-2.0", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.15, "fp8_int8": 0.08, "int4": 0.04 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/PekingU/rtdetr_r101vd_coco_o365", "lineage": { "family": "rtdetr_r101vd_coco_o365", "variant": "rtdetr_r101vd_coco_o365", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "object-detection", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-07-01T14:17:49.000Z", "created_at": "2024-06-05T00:42:49.000Z", "downloads": 895931, "likes": 19, "sha": "ff44b69152a72cc752677665fb4539507d56a99d", "library_name": "transformers", "pipeline_tag": "object-detection", "tags": [ "transformers", "safetensors", "rt_detr", "object-detection", "vision", "en", "dataset:coco", "arxiv:2304.08069", "license:apache-2.0", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "full-field-verification", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/pekingu-rtdetr-r101vd-coco-o365/", "history_url": "https://openmodelweights.com/models/pekingu-rtdetr-r101vd-coco-o365/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/pekingu-rtdetr-r101vd-coco-o365.json" }, { "id": "elkulako-cryptobert", "name": "cryptobert", "developer": "ElKulako", "family": "cryptobert", "variant": "cryptobert", "model": { "parameters": "0.124648B", "total_parameters_billions": 0.124648453, "context": { "value": 514, "display": "514 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text Classification", "tags": [ "transformers", "pytorch", "safetensors", "roberta", "text-classification", "cryptocurrency", "crypto", "BERT", "sentiment classification", "NLP", "bitcoin", "ethereum", "shib", "social media", "sentiment analysis", "cryptocurrency sentiment analysis", "en", "dataset:ElKulako/stocktwits-crypto", "license:mit", "text-embeddings-inference" ] }, "license": { "id": "mit", "name": "MIT", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under MIT conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.25, "fp8_int8": 0.12, "int4": 0.06 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/ElKulako/cryptobert", "lineage": { "family": "cryptobert", "variant": "cryptobert", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-classification", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-05-26T11:52:00.000Z", "created_at": "2022-06-20T02:29:26.000Z", "downloads": 452406, "likes": 193, "sha": "9e37c910fe87727cb842a9ac55c6388256fe0f15", "library_name": "transformers", "pipeline_tag": "text-classification", "tags": [ "transformers", "pytorch", "safetensors", "roberta", "text-classification", "cryptocurrency", "crypto", "BERT", "sentiment classification", "NLP", "bitcoin", "ethereum", "shib", "social media", "sentiment analysis", "cryptocurrency sentiment analysis", "en", "dataset:ElKulako/stocktwits-crypto", "license:mit", "text-embeddings-inference", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "full-field-verification", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/elkulako-cryptobert/", "history_url": "https://openmodelweights.com/models/elkulako-cryptobert/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/elkulako-cryptobert.json" }, { "id": "lilarest-gemma-4-31b-it-nvfp4-turbo", "name": "gemma-4-31B-it-NVFP4-turbo", "developer": "LilaRest", "family": "gemma-4", "variant": "gemma-4-31B-it-NVFP4-turbo", "model": { "parameters": "32.5278B", "total_parameters_billions": 32.52776582, "context": { "value": 262144, "display": "262,144 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "text_config.max_position_embeddings" } ] }, "modality": "Text", "tags": [ "transformers", "safetensors", "gemma4", "text-generation", "gemma-4-31b-it", "nvfp4", "modelopt", "vllm", "quantized", "nvidia", "lighthouse", "conversational", "base_model:google/gemma-4-31B-it", "base_model:quantized:google/gemma-4-31B-it", "license:apache-2.0", "model-index", "endpoints_compatible", "4-bit", "region:us", "deploy:azure" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": "https://ai.google.dev/gemma/docs/gemma_4_license", "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": "https://ai.google.dev/gemma/docs/gemma_4_license" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://ai.google.dev/gemma/docs/gemma_4_license" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 65.06, "fp8_int8": 32.53, "int4": 16.26 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/LilaRest/gemma-4-31B-it-NVFP4-turbo", "lineage": { "family": "gemma-4", "variant": "gemma-4-31B-it-NVFP4-turbo", "base_model": { "status": "declared", "models": [ "google/gemma-4-31B-it", "nvidia/Gemma-4-31B-IT-NVFP4" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "text-generation", "declared": [ "Transformers", "vLLM" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2026-07-18T17:48:08.000Z", "created_at": "2026-04-07T13:26:45.000Z", "downloads": 327522, "likes": 305, "sha": "782d58ea7f9cf3a148be86e153f5689a2d73238b", "library_name": "transformers", "pipeline_tag": "text-generation", "tags": [ "transformers", "safetensors", "gemma4", "text-generation", "gemma-4-31b-it", "nvfp4", "modelopt", "vllm", "quantized", "nvidia", "lighthouse", "conversational", "base_model:google/gemma-4-31B-it", "base_model:quantized:google/gemma-4-31B-it", "license:apache-2.0", "model-index", "endpoints_compatible", "4-bit", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "full-field-verification", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/lilarest-gemma-4-31b-it-nvfp4-turbo/", "history_url": "https://openmodelweights.com/models/lilarest-gemma-4-31b-it-nvfp4-turbo/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/lilarest-gemma-4-31b-it-nvfp4-turbo.json" }, { "id": "audeering-wav2vec2-large-robust-12-ft-emotion-msp-dim", "name": "wav2vec2-large-robust-12-ft-emotion-msp-dim", "developer": "audeering", "family": "wav2vec2-large-robust-12-ft-emotion-msp-dim", "variant": "wav2vec2-large-robust-12-ft-emotion-msp-dim", "model": { "parameters": "0.165337B", "total_parameters_billions": 0.165336707, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Audio Classification", "tags": [ "transformers", "pytorch", "safetensors", "wav2vec2", "speech", "audio", "audio-classification", "emotion-recognition", "en", "dataset:msp-podcast", "arxiv:2203.07378", "license:cc-by-nc-sa-4.0", "endpoints_compatible", "region:us", "deploy:azure" ] }, "license": { "id": "cc-by-nc-sa-4.0", "name": "cc-by-nc-sa-4.0", "url": "https://huggingface.co/audeering/wav2vec2-large-robust-12-ft-emotion-msp-dim/blob/main/LICENSE", "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": "https://huggingface.co/audeering/wav2vec2-large-robust-12-ft-emotion-msp-dim/blob/main/LICENSE" }, "repository_license_files": [ "LICENSE" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/audeering/wav2vec2-large-robust-12-ft-emotion-msp-dim/blob/main/LICENSE" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.33, "fp8_int8": 0.17, "int4": 0.08 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/audeering/wav2vec2-large-robust-12-ft-emotion-msp-dim", "lineage": { "family": "wav2vec2-large-robust-12-ft-emotion-msp-dim", "variant": "wav2vec2-large-robust-12-ft-emotion-msp-dim", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "audio-classification", "declared": [ "Transformers" ], "mentioned_in_model_card": [ "ONNX Runtime" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-09-19T08:07:19.000Z", "created_at": "2022-04-06T12:40:02.000Z", "downloads": 464208, "likes": 174, "sha": "6eba34a2485ea31cb03600241787c3a5edab8626", "library_name": "transformers", "pipeline_tag": "audio-classification", "tags": [ "transformers", "pytorch", "safetensors", "wav2vec2", "speech", "audio", "audio-classification", "emotion-recognition", "en", "dataset:msp-podcast", "arxiv:2203.07378", "license:cc-by-nc-sa-4.0", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "full-field-verification", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/audeering-wav2vec2-large-robust-12-ft-emotion-msp-dim/", "history_url": "https://openmodelweights.com/models/audeering-wav2vec2-large-robust-12-ft-emotion-msp-dim/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/audeering-wav2vec2-large-robust-12-ft-emotion-msp-dim.json" }, { "id": "stabilityai-stable-video-diffusion-img2vid-xt", "name": "stable-video-diffusion-img2vid-xt", "developer": "Stability AI", "family": "stable-video-diffusion-img2vid-xt", "variant": "stable-video-diffusion-img2vid-xt", "model": { "parameters": "1.52462B", "total_parameters_billions": 1.524623082, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image To Video", "tags": [ "diffusers", "safetensors", "image-to-video", "license:other", "diffusers:StableVideoDiffusionPipeline", "region:us" ] }, "license": { "id": "other", "name": "stable-video-diffusion-community", "url": "https://huggingface.co/stabilityai/stable-video-diffusion-img2vid-xt/blob/main/LICENSE.md", "status": "verified", "commercial_use": { "status": "unknown", "label": "Commercial-use status requires manual review", "basis": "https://huggingface.co/stabilityai/stable-video-diffusion-img2vid-xt/blob/main/LICENSE.md" }, "repository_license_files": [ "LICENSE.md" ], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://huggingface.co/stabilityai/stable-video-diffusion-img2vid-xt/blob/main/LICENSE.md" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 3.05, "fp8_int8": 1.52, "int4": 0.76 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/stabilityai/stable-video-diffusion-img2vid-xt", "lineage": { "family": "stable-video-diffusion-img2vid-xt", "variant": "stable-video-diffusion-img2vid-xt", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Diffusers", "pipeline_tag": "image-to-video", "declared": [ "Diffusers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-07-10T11:43:18.000Z", "created_at": "2023-11-20T23:45:55.000Z", "downloads": 189258, "likes": 3437, "sha": "9e43909513c6714f1bc78bcb44d96e733cd242aa", "library_name": "diffusers", "pipeline_tag": "image-to-video", "tags": [ "diffusers", "safetensors", "image-to-video", "license:other", "diffusers:StableVideoDiffusionPipeline", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "full-field-verification", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": false, "fields": { "license": "verified", "commercial_use": "unknown", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/stabilityai-stable-video-diffusion-img2vid-xt/", "history_url": "https://openmodelweights.com/models/stabilityai-stable-video-diffusion-img2vid-xt/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/stabilityai-stable-video-diffusion-img2vid-xt.json" }, { "id": "facebook-detr-resnet-50", "name": "detr-resnet-50", "developer": "Meta", "family": "detr-resnet-50", "variant": "detr-resnet-50", "model": { "parameters": "0.041631B", "total_parameters_billions": 0.041631008, "context": { "value": 1024, "display": "1,024 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Image", "tags": [ "transformers", "pytorch", "safetensors", "detr", "object-detection", "vision", "dataset:coco", "arxiv:2005.12872", "license:apache-2.0", "endpoints_compatible", "deploy:azure", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.08, "fp8_int8": 0.04, "int4": 0.02 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/facebook/detr-resnet-50", "lineage": { "family": "detr-resnet-50", "variant": "detr-resnet-50", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": "object-detection", "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2024-04-10T13:56:31.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 271506, "likes": 981, "sha": "1d5f47bd3bdd2c4bbfa585418ffe6da5028b4c0b", "library_name": "transformers", "pipeline_tag": "object-detection", "tags": [ "transformers", "pytorch", "safetensors", "detr", "object-detection", "vision", "dataset:coco", "arxiv:2005.12872", "license:apache-2.0", "endpoints_compatible", "deploy:azure", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "full-field-verification", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "training-described-in-model-card", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/facebook-detr-resnet-50/", "history_url": "https://openmodelweights.com/models/facebook-detr-resnet-50/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/facebook-detr-resnet-50.json" }, { "id": "sentence-transformers-all-roberta-large-v1", "name": "all-roberta-large-v1", "developer": "Sentence Transformers", "family": "all-roberta-large-v1", "variant": "all-roberta-large-v1", "model": { "parameters": "0.35536B", "total_parameters_billions": 0.355360258, "context": { "value": 514, "display": "514 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text embeddings", "tags": [ "sentence-transformers", "pytorch", "onnx", "safetensors", "openvino", "roberta", "fill-mask", "feature-extraction", "sentence-similarity", "transformers", "en", "arxiv:1904.06472", "arxiv:2102.07033", "arxiv:2104.08727", "arxiv:1704.05179", "arxiv:1810.09305", "license:apache-2.0", "text-embeddings-inference", "endpoints_compatible", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.71, "fp8_int8": 0.36, "int4": 0.18 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch", "ONNX" ], "repository": "https://huggingface.co/sentence-transformers/all-roberta-large-v1", "lineage": { "family": "all-roberta-large-v1", "variant": "all-roberta-large-v1", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "sentence-transformers", "pipeline_tag": "sentence-similarity", "declared": [ "ONNX Runtime", "Transformers", "sentence-transformers" ], "mentioned_in_model_card": [], "artifact_signals": [ "ONNX artifact present" ], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-03-06T13:35:32.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 598193, "likes": 66, "sha": "cf74d8acd4f198de950bf004b262e6accfed5d2c", "library_name": "sentence-transformers", "pipeline_tag": "sentence-similarity", "tags": [ "sentence-transformers", "pytorch", "onnx", "safetensors", "openvino", "roberta", "fill-mask", "feature-extraction", "sentence-similarity", "transformers", "en", "arxiv:1904.06472", "arxiv:2102.07033", "arxiv:2104.08727", "arxiv:1704.05179", "arxiv:1810.09305", "license:apache-2.0", "text-embeddings-inference", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "full-field-verification", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "recipe-or-training-files-present", "data_disclosure": "described-in-model-card", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/sentence-transformers-all-roberta-large-v1/", "history_url": "https://openmodelweights.com/models/sentence-transformers-all-roberta-large-v1/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/sentence-transformers-all-roberta-large-v1.json" }, { "id": "cl-nagoya-ruri-v3-310m", "name": "ruri-v3-310m", "developer": "cl-nagoya", "family": "ruri-v3", "variant": "ruri-v3-310m", "model": { "parameters": "0.314612B", "total_parameters_billions": 0.314611968, "context": { "value": 8192, "display": "8,192 tokens", "status": "verified", "evidence": [ { "source": "config.json", "detail": "max_position_embeddings" } ] }, "modality": "Text embeddings", "tags": [ "safetensors", "modernbert", "sentence-similarity", "feature-extraction", "ja", "dataset:cl-nagoya/ruri-v3-dataset-ft", "arxiv:2409.07737", "base_model:cl-nagoya/ruri-v3-pt-310m", "base_model:finetune:cl-nagoya/ruri-v3-pt-310m", "license:apache-2.0", "region:us" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 0.63, "fp8_int8": 0.31, "int4": 0.16 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors" ], "repository": "https://huggingface.co/cl-nagoya/ruri-v3-310m", "lineage": { "family": "ruri-v3", "variant": "ruri-v3-310m", "base_model": { "status": "declared", "models": [ "cl-nagoya/ruri-v3-pt-310m" ], "relation": null, "evidence": [ { "source": "model-card metadata", "field": "base_model" } ] } }, "runtime_support": { "declared_library": null, "pipeline_tag": "sentence-similarity", "declared": [], "mentioned_in_model_card": [ "Transformers" ], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-04-17T09:38:05.000Z", "created_at": "2025-04-09T04:11:45.000Z", "downloads": 559385, "likes": 82, "sha": "18b60fb8c2b9df296fb4212bb7d23ef94e579cd3", "library_name": null, "pipeline_tag": "sentence-similarity", "tags": [ "safetensors", "modernbert", "sentence-similarity", "feature-extraction", "ja", "dataset:cl-nagoya/ruri-v3-dataset-ft", "arxiv:2409.07737", "base_model:cl-nagoya/ruri-v3-pt-310m", "base_model:finetune:cl-nagoya/ruri-v3-pt-310m", "license:apache-2.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "full-field-verification", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "verified", "weight_files": "verified", "formats": "verified", "base_model": "declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/cl-nagoya-ruri-v3-310m/", "history_url": "https://openmodelweights.com/models/cl-nagoya-ruri-v3-310m/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/cl-nagoya-ruri-v3-310m.json" }, { "id": "facebook-vggt-1b", "name": "VGGT-1B", "developer": "Meta", "family": "VGGT", "variant": "VGGT-1B", "model": { "parameters": "1.25654B", "total_parameters_billions": 1.256537516, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Image To 3D", "tags": [ "safetensors", "model_hub_mixin", "pytorch_model_hub_mixin", "image-to-3d", "en", "arxiv:2503.11651", "license:cc-by-nc-4.0", "region:us" ] }, "license": { "id": "cc-by-nc-4.0", "name": "CC BY-NC 4.0", "url": "https://www.llama.com/llama3/license/", "status": "verified", "commercial_use": { "status": "not-allowed", "label": "Commercial use is not permitted by CC BY-NC 4.0", "basis": "https://www.llama.com/llama3/license/" }, "repository_license_files": [], "verification": { "status": "license-file-checked", "checked_at": "2026-10-02", "source": "https://www.llama.com/llama3/license/" } }, "hardware": { "status": "estimated", "weight_only_gb": { "bf16_fp16": 2.51, "fp8_int8": 1.26, "int4": 0.63 }, "note": "Weight-only decimal-GB estimate from total parameter count; excludes KV cache, activations, runtime overhead, optimizer state and sharding." }, "formats": [ "Safetensors", "PyTorch" ], "repository": "https://huggingface.co/facebook/VGGT-1B", "lineage": { "family": "VGGT", "variant": "VGGT-1B", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": null, "pipeline_tag": "image-to-3d", "declared": [], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2025-03-17T12:18:15.000Z", "created_at": "2025-03-11T21:59:25.000Z", "downloads": 475578, "likes": 138, "sha": "860abec7937da0a4c03c41d3c269c366e82abdf9", "library_name": null, "pipeline_tag": "image-to-3d", "tags": [ "safetensors", "model_hub_mixin", "pytorch_model_hub_mixin", "image-to-3d", "en", "arxiv:2503.11651", "license:cc-by-nc-4.0", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "full-field-verification", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "not-disclosed-in-standard-metadata-or-obvious-model-card-section", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/facebook-vggt-1b/", "history_url": "https://openmodelweights.com/models/facebook-vggt-1b/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/facebook-vggt-1b.json" }, { "id": "facebook-wav2vec2-xls-r-300m", "name": "wav2vec2-xls-r-300m", "developer": "Meta", "family": "wav2vec2-xls-r", "variant": "wav2vec2-xls-r-300m", "model": { "parameters": "Pending verification", "total_parameters_billions": null, "context": { "value": null, "display": "Not declared in checked config/model card", "status": "not-disclosed", "evidence": [] }, "modality": "Not declared", "tags": [ "transformers", "pytorch", "wav2vec2", "pretraining", "speech", "xls_r", "xls_r_pretrained", "multilingual", "ab", "af", "sq", "am", "ar", "hy", "as", "az", "ba", "eu", "be", "bn" ] }, "license": { "id": "apache-2.0", "name": "Apache-2.0", "url": null, "status": "verified", "commercial_use": { "status": "allowed", "label": "Commercial use allowed under Apache-2.0 conditions", "basis": null }, "repository_license_files": [], "verification": { "status": "metadata-only", "checked_at": "2026-10-02", "source": null } }, "hardware": { "status": "not-calculated", "note": "Total parameter count unavailable." }, "formats": [ "PyTorch" ], "repository": "https://huggingface.co/facebook/wav2vec2-xls-r-300m", "lineage": { "family": "wav2vec2-xls-r", "variant": "wav2vec2-xls-r-300m", "base_model": { "status": "not-declared", "models": [], "relation": null, "evidence": [] } }, "runtime_support": { "declared_library": "Transformers", "pipeline_tag": null, "declared": [ "Transformers" ], "mentioned_in_model_card": [], "artifact_signals": [], "tested_by_openmodelweights": false }, "hub": { "last_modified": "2022-08-10T08:11:47.000Z", "created_at": "2022-03-02T23:29:05.000Z", "downloads": 475132, "likes": 138, "sha": "1a640f32ac3e39899438a2931f9924c02f080a54", "library_name": "transformers", "pipeline_tag": null, "tags": [ "transformers", "pytorch", "wav2vec2", "pretraining", "speech", "xls_r", "xls_r_pretrained", "multilingual", "ab", "af", "sq", "am", "ar", "hy", "as", "az", "ba", "eu", "be", "bn", "bs", "br", "bg", "my", "yue", "ca", "ceb", "km", "zh", "cv", "hr", "cs", "da", "dv", "nl", "en", "eo", "et", "fo", "fi", "fr", "gl", "lg", "ka", "de", "el", "gn", "gu", "ht", "cnh", "ha", "haw", "he", "hi", "hu", "is", "id", "ia", "ga", "it", "ja", "jv", "kb", "kn", "kk", "rw", "ky", "ko", "ku", "lo", "la", "lv", "ln", "lt", "lm", "mk", "mg", "ms", "ml", "mt", "gv", "mi", "mr", "mn", "ne", "no", "nn", "oc", "or", "ps", "fa", "pl", "pt", "pa", "ro", "rm", "ru", "sah", "sa", "sco", "sr", "sn", "sd", "si", "sk", "sl", "so", "hsb", "es", "su", "sw", "sv", "tl", "tg", "ta", "tt", "te", "th", "bo", "tp", "tr", "tk", "uk", "ur", "uz", "vi", "vot", "war", "cy", "yi", "yo", "zu", "dataset:common_voice", "dataset:multilingual_librispeech", "arxiv:2111.09296", "license:apache-2.0", "endpoints_compatible", "region:us" ] }, "verification": { "level": "field-verified", "checked_at": "2026-10-02", "checked_at_iso": "2026-10-02T16:54:43+00:00", "method": "Hugging Face API + repository file list + model card + config.json", "mode": "full-field-verification", "full_verified_at": "2026-10-02", "readme_accessible": true, "config_accessible": true, "fields": { "license": "verified", "commercial_use": "classified", "context": "not-disclosed", "weight_files": "verified", "formats": "verified", "base_model": "not-declared", "training_recipe": "not-disclosed-in-checked-repository", "data_disclosure": "dataset-metadata-declared", "runtime_support": "source-derived-not-runtime-tested" }, "history": [ { "date": "2026-10-02", "event": "Field-by-field verification", "detail": "Checked Hugging Face API metadata, exact repository file list, model card and config when accessible." }, { "date": "2026-10-02", "event": "Registry record created", "detail": "Previous verification level: discovered-pending." } ] }, "url": "https://openmodelweights.com/models/facebook-wav2vec2-xls-r-300m/", "history_url": "https://openmodelweights.com/models/facebook-wav2vec2-xls-r-300m/history/", "evidence_url": "https://openmodelweights.com/api/v1/evidence/facebook-wav2vec2-xls-r-300m.json" } ] }