{
  "generated_at": "2026-10-21T14:17:35+00:00",
  "model_id": "incoai-qwen3-8-flash-next-dflash2",
  "object_count": 10,
  "objects": [
    {
      "evidence_id": "omw:evidence:v1:incoai-qwen3-8-flash-next-dflash2:model-total-parameters-billions:af1dd01830f3",
      "model_id": "incoai-qwen3-8-flash-next-dflash2",
      "field": "model.total_parameters_billions",
      "value": 0.6,
      "evidence_class": "source_observed",
      "source_url": "https://huggingface.co/api/models/incoai/Qwen3.8-Flash-Next-DFlash2",
      "observed_at": "2026-10-21T14:09:22+00:00",
      "method": "Safetensors/model API parameter metadata",
      "confidence": "source-linked"
    },
    {
      "evidence_id": "omw:evidence:v1:incoai-qwen3-8-flash-next-dflash2:model-context-tokens:7df304fb7492",
      "model_id": "incoai-qwen3-8-flash-next-dflash2",
      "field": "model.context_tokens",
      "value": 262144,
      "evidence_class": "source_observed",
      "source_url": "https://huggingface.co/incoai/Qwen3.8-Flash-Next-DFlash2/blob/main/config.json",
      "observed_at": "2026-10-21T14:09:22+00:00",
      "method": "Checked configuration context field",
      "confidence": "source-linked"
    },
    {
      "evidence_id": "omw:evidence:v1:incoai-qwen3-8-flash-next-dflash2:license-id:b7d4603f0de0",
      "model_id": "incoai-qwen3-8-flash-next-dflash2",
      "field": "license.id",
      "value": "apache-2.0",
      "evidence_class": "publisher_claim",
      "source_url": "https://huggingface.co/api/models/incoai/Qwen3.8-Flash-Next-DFlash2",
      "observed_at": "2026-10-21T14:09:22+00:00",
      "method": "Repository license declaration",
      "confidence": "source-linked"
    },
    {
      "evidence_id": "omw:evidence:v1:incoai-qwen3-8-flash-next-dflash2:weights-file-count:bc79ab002a87",
      "model_id": "incoai-qwen3-8-flash-next-dflash2",
      "field": "weights.file_count",
      "value": 1,
      "evidence_class": "source_observed",
      "source_url": "https://huggingface.co/api/models/incoai/Qwen3.8-Flash-Next-DFlash2",
      "observed_at": "2026-10-21T14:09:22+00:00",
      "method": "Recognized repository weight artifacts",
      "confidence": "source-linked"
    },
    {
      "evidence_id": "omw:evidence:v1:incoai-qwen3-8-flash-next-dflash2:weights-format:f3fc98f7a727",
      "model_id": "incoai-qwen3-8-flash-next-dflash2",
      "field": "weights.format",
      "value": "Safetensors",
      "evidence_class": "source_observed",
      "source_url": "https://huggingface.co/api/models/incoai/Qwen3.8-Flash-Next-DFlash2",
      "observed_at": "2026-10-21T14:09:22+00:00",
      "method": "Artifact format observation",
      "confidence": "source-linked"
    },
    {
      "evidence_id": "omw:evidence:v1:incoai-qwen3-8-flash-next-dflash2:runtime-model-card-mention:81a662555871",
      "model_id": "incoai-qwen3-8-flash-next-dflash2",
      "field": "runtime.model_card_mention",
      "value": "SGLang",
      "evidence_class": "publisher_claim",
      "source_url": "https://huggingface.co/incoai/Qwen3.8-Flash-Next-DFlash2/blob/main/README.md",
      "observed_at": "2026-10-21T14:09:22+00:00",
      "method": "Runtime mentioned in model card; mention is not treated as an execution guarantee",
      "confidence": "source-linked"
    },
    {
      "evidence_id": "omw:evidence:v1:incoai-qwen3-8-flash-next-dflash2:runtime-model-card-mention:b9147472d9e4",
      "model_id": "incoai-qwen3-8-flash-next-dflash2",
      "field": "runtime.model_card_mention",
      "value": "Transformers",
      "evidence_class": "publisher_claim",
      "source_url": "https://huggingface.co/incoai/Qwen3.8-Flash-Next-DFlash2/blob/main/README.md",
      "observed_at": "2026-10-21T14:09:22+00:00",
      "method": "Runtime mentioned in model card; mention is not treated as an execution guarantee",
      "confidence": "source-linked"
    },
    {
      "evidence_id": "omw:evidence:v1:incoai-qwen3-8-flash-next-dflash2:hardware-weight-only-gb-bf16-fp16:1b878674bd7f",
      "model_id": "incoai-qwen3-8-flash-next-dflash2",
      "field": "hardware.weight_only_gb.bf16_fp16",
      "value": 1.2,
      "evidence_class": "omw_derived",
      "source_url": null,
      "observed_at": "2026-10-21T14:09:22+00:00",
      "method": "Derived from observed total parameter count; excludes runtime overhead",
      "confidence": "derived"
    },
    {
      "evidence_id": "omw:evidence:v1:incoai-qwen3-8-flash-next-dflash2:hardware-weight-only-gb-fp8-int8:9a2ad2ee9593",
      "model_id": "incoai-qwen3-8-flash-next-dflash2",
      "field": "hardware.weight_only_gb.fp8_int8",
      "value": 0.6,
      "evidence_class": "omw_derived",
      "source_url": null,
      "observed_at": "2026-10-21T14:09:22+00:00",
      "method": "Derived from observed total parameter count; excludes runtime overhead",
      "confidence": "derived"
    },
    {
      "evidence_id": "omw:evidence:v1:incoai-qwen3-8-flash-next-dflash2:hardware-weight-only-gb-int4:988068afc253",
      "model_id": "incoai-qwen3-8-flash-next-dflash2",
      "field": "hardware.weight_only_gb.int4",
      "value": 0.3,
      "evidence_class": "omw_derived",
      "source_url": null,
      "observed_at": "2026-10-21T14:09:22+00:00",
      "method": "Derived from observed total parameter count; excludes runtime overhead",
      "confidence": "derived"
    }
  ]
}
