{
  "schema": "huihui-qwen38-awq-release-validation-v2",
  "status": "PASS_WITH_V100_RUNTIME_PENDING",
  "created_utc": "2026-08-25T20:50:08.393674+00:00",
  "mother": {
    "repo": "huihui-ai/Huihui-Qwen3.8-27B-abliterated",
    "revision": "739e3c5b89849f6c238ce1e5b70008612ae42cdd",
    "manifest_sha256": "fed14fbd38a5b6369cf5dc201c6bba3bf4b70ea3887100e0737be4a57fc4a68a",
    "indexed_tensor_count": 1199,
    "indexed_total_size": 55562855904
  },
  "quantization": {
    "format": "AWQ GEMM W4A16",
    "group_size": 128,
    "zero_point": true,
    "calibration_records": 320,
    "calibration_corpus_sha256": "de8c3c856c55afd065ade04929659cf990cde7b8cf5fd846c6ee1867b3a13690",
    "calibration_samples_per_target": 202750,
    "target_modules": 400,
    "quantized_model_bytes": 19547801408,
    "tool": "GPTQModel 7.3.2",
    "tool_revision": "f6f1ab12fe8115f84c52253871ca039ac6c425ee"
  },
  "artifact_audit": {
    "status": "PASS",
    "qweight": 400,
    "qzeros": 400,
    "scales": 400,
    "retained_source_tensors": 799,
    "byte_identical_structurally_protected_tensors": 350,
    "compensated_split_gdn_bf16_tensors": 96
  },
  "native_semantic_smoke": {
    "status": "PASS",
    "gpu": "NVIDIA GeForce RTX 3090",
    "backend": "GPTQModel BACKEND.TORCH",
    "dtype": "float16",
    "exact_instruction_output": "NATIVE_AWQ_OK",
    "failures": []
  },
  "v100_runtime_smoke": {
    "status": "PENDING",
    "reason": "The four V100 GPUs were occupied by the live HUIHUI38-FP8 TP4 service; no production service was interrupted for this release."
  }
}