{
  "ledger_version": "1.1.0",
  "model_id": "inclusionai-ming-3-0-audio-tiny",
  "created_at": "2026-10-20T07:25:47+00:00",
  "snapshots": [
    {
      "snapshot_id": "25b96e30be37-de8a6c1508",
      "observed_at": "2026-10-20T07:25:47+00:00",
      "kind": "observed-baseline",
      "repository_sha": "25b96e30be3739849bf76c0f48ac11db4a262fb3",
      "evidence_hash": "de8a6c1508321b881035b79400851ca8eb6c92579492fe63114cdc3d3d95ec7b",
      "verification_mode": "full-field-verification",
      "full_verified_at": "2026-10-20",
      "source_repository": "https://huggingface.co/inclusionAI/Ming-3.0-audio-tiny",
      "sources": [
        {
          "type": "model_repository",
          "url": "https://huggingface.co/inclusionAI/Ming-3.0-audio-tiny",
          "tier": "primary"
        },
        {
          "type": "model_api",
          "url": "https://huggingface.co/api/models/inclusionAI/Ming-3.0-audio-tiny",
          "tier": "primary"
        },
        {
          "type": "model_card",
          "url": "https://huggingface.co/inclusionAI/Ming-3.0-audio-tiny/blob/main/README.md",
          "tier": "primary",
          "available": true
        },
        {
          "type": "config",
          "url": "https://huggingface.co/inclusionAI/Ming-3.0-audio-tiny/blob/main/config.json",
          "tier": "primary",
          "available": true
        }
      ],
      "fields": {
        "identity": {
          "name": "Ming 3.0 Audio Tiny",
          "developer": "inclusionAI",
          "family": "Ming 3.0 Audio",
          "variant": "Tiny"
        },
        "model": {
          "parameters": "9.3B total / 2.7B active (publisher-declared)",
          "total_parameters_billions": 9.3,
          "context_tokens": 131072,
          "context_display": "131,072 tokens",
          "modality": "Audio and text → text or optional synthesized speech"
        },
        "license": {
          "name": "mit",
          "id": "mit",
          "url": null,
          "commercial_use_status": "allowed",
          "commercial_use_label": "Commercial use allowed under mit conditions"
        },
        "weights": {
          "repository": "https://huggingface.co/inclusionAI/Ming-3.0-audio-tiny",
          "access": "public",
          "file_count": 6,
          "exact_files": [
            "model-00001-of-00002.safetensors",
            "model-00002-of-00002.safetensors",
            "model.safetensors.index.json",
            "talker/campplus.onnx",
            "talker/model.safetensors",
            "talker/vae/model.safetensors"
          ],
          "formats": [
            "ONNX",
            "Safetensors"
          ],
          "precision": []
        },
        "lineage": {
          "base_models": [],
          "base_status": "not-declared"
        },
        "training": {
          "recipe_status": "not-disclosed-in-checked-repository",
          "data_status": "not-disclosed-in-standard-metadata-or-obvious-model-card-section",
          "datasets": []
        },
        "runtime": {
          "signals": [
            "SGLang",
            "Transformers",
            "transformers",
            "vLLM"
          ]
        },
        "hardware": {
          "weight_only_gb": {
            "bf16_fp16": 18.6,
            "fp8_int8": 9.3,
            "int4": 4.65
          },
          "status": "estimated"
        },
        "hub": {
          "sha": "25b96e30be3739849bf76c0f48ac11db4a262fb3",
          "created_at": "2026-09-03T11:45:27.000Z",
          "last_modified": "2026-10-20T03:35:43.000Z"
        }
      }
    },
    {
      "snapshot_id": "3c9578f641b6-d681ae697a",
      "observed_at": "2026-10-21T14:17:33+00:00",
      "kind": "observed-change",
      "repository_sha": "3c9578f641b6745abf2d1239dc8419726f37c0e2",
      "evidence_hash": "d681ae697a0b83c72893b01f87610b843f7476e5c55e39f42a99a993e8857b16",
      "verification_mode": "full-field-verification",
      "full_verified_at": "2026-10-21",
      "source_repository": "https://huggingface.co/inclusionAI/Ming-3.0-audio-tiny",
      "sources": [
        {
          "type": "model_repository",
          "url": "https://huggingface.co/inclusionAI/Ming-3.0-audio-tiny",
          "tier": "primary"
        },
        {
          "type": "model_api",
          "url": "https://huggingface.co/api/models/inclusionAI/Ming-3.0-audio-tiny",
          "tier": "primary"
        },
        {
          "type": "model_card",
          "url": "https://huggingface.co/inclusionAI/Ming-3.0-audio-tiny/blob/main/README.md",
          "tier": "primary",
          "available": true
        },
        {
          "type": "config",
          "url": "https://huggingface.co/inclusionAI/Ming-3.0-audio-tiny/blob/main/config.json",
          "tier": "primary",
          "available": true
        }
      ],
      "fields": {
        "identity": {
          "name": "Ming 3.0 Audio Tiny",
          "developer": "inclusionAI",
          "family": "Ming 3.0 Audio",
          "variant": "Tiny"
        },
        "model": {
          "parameters": "9.3B total / 2.7B active (publisher-declared)",
          "total_parameters_billions": 8.871306016,
          "context_tokens": 131072,
          "context_display": "131,072 tokens",
          "modality": "Audio and text → text or optional synthesized speech"
        },
        "license": {
          "name": "mit",
          "id": "mit",
          "url": null,
          "commercial_use_status": "allowed",
          "commercial_use_label": "Commercial use allowed under mit conditions"
        },
        "weights": {
          "repository": "https://huggingface.co/inclusionAI/Ming-3.0-audio-tiny",
          "access": "public",
          "file_count": 6,
          "exact_files": [
            "model-00001-of-00002.safetensors",
            "model-00002-of-00002.safetensors",
            "model.safetensors.index.json",
            "talker/campplus.onnx",
            "talker/model.safetensors",
            "talker/vae/model.safetensors"
          ],
          "formats": [
            "ONNX",
            "Safetensors"
          ],
          "precision": []
        },
        "lineage": {
          "base_models": [],
          "base_status": "not-declared"
        },
        "training": {
          "recipe_status": "not-disclosed-in-checked-repository",
          "data_status": "not-disclosed-in-standard-metadata-or-obvious-model-card-section",
          "datasets": []
        },
        "runtime": {
          "signals": [
            "SGLang",
            "Transformers",
            "transformers",
            "vLLM"
          ]
        },
        "hardware": {
          "weight_only_gb": {
            "bf16_fp16": 17.74,
            "fp8_int8": 8.87,
            "int4": 4.44
          },
          "status": "estimated"
        },
        "hub": {
          "sha": "3c9578f641b6745abf2d1239dc8419726f37c0e2",
          "created_at": "2026-09-03T11:45:27.000Z",
          "last_modified": "2026-10-21T07:36:31.000Z"
        }
      }
    }
  ],
  "diffs": [
    {
      "diff_id": "e7e268a0079b7c1d",
      "observed_at": "2026-10-21T14:17:33+00:00",
      "from_snapshot": "25b96e30be37-de8a6c1508",
      "to_snapshot": "3c9578f641b6-d681ae697a",
      "from_repository_sha": "25b96e30be3739849bf76c0f48ac11db4a262fb3",
      "to_repository_sha": "3c9578f641b6745abf2d1239dc8419726f37c0e2",
      "change_count": 6,
      "changes": [
        {
          "field": "hardware.weight_only_gb.bf16_fp16",
          "before": 18.6,
          "after": 17.74
        },
        {
          "field": "hardware.weight_only_gb.fp8_int8",
          "before": 9.3,
          "after": 8.87
        },
        {
          "field": "hardware.weight_only_gb.int4",
          "before": 4.65,
          "after": 4.44
        },
        {
          "field": "hub.last_modified",
          "before": "2026-10-20T03:35:43.000Z",
          "after": "2026-10-21T07:36:31.000Z"
        },
        {
          "field": "hub.sha",
          "before": "25b96e30be3739849bf76c0f48ac11db4a262fb3",
          "after": "3c9578f641b6745abf2d1239dc8419726f37c0e2"
        },
        {
          "field": "model.total_parameters_billions",
          "before": 9.3,
          "after": 8.871306016
        }
      ],
      "change_id": "omw:change:v1:inclusionai-ming-3-0-audio-tiny:e7e268a0079b7c1d",
      "change_categories": [
        "architecture",
        "derived-hardware",
        "publisher-metadata",
        "source-revision"
      ],
      "change_impact": "material",
      "material_change_count": 1,
      "change_summary": "architecture, derived-hardware, publisher-metadata, source-revision"
    }
  ],
  "model_name": "Ming 3.0 Audio Tiny",
  "developer": "inclusionAI",
  "source_repository": "https://huggingface.co/inclusionAI/Ming-3.0-audio-tiny",
  "current_repository_sha": "3c9578f641b6745abf2d1239dc8419726f37c0e2",
  "last_registry_check": "2026-10-21",
  "last_full_field_verification": "2026-10-21",
  "status": "active",
  "snapshot_count": 2,
  "diff_count": 1,
  "history_url": "https://openmodelweights.com/models/inclusionai-ming-3-0-audio-tiny/history/",
  "diff_url": "https://openmodelweights.com/diff/inclusionai-ming-3-0-audio-tiny/"
}