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      "command": "hf download zai-org/GLM-5.2-FP8 --revision ba978f7d347eaf65d22f1a86833408afdb953541 --dry-run --max-workers 1",
      "exitCode": 0,
      "observedShards": 141,
      "firstShard": "model-00001-of-00141.safetensors",
      "lastShard": "model-00141-of-00141.safetensors",
      "downloadedWeightBytes": 0
    },
    "incompleteVerify": {
      "localFilesDownloaded": [
        "config.json",
        "model.safetensors.index.json"
      ],
      "localSafetensors": 0,
      "command": "hf cache verify zai-org/GLM-5.2-FP8 --revision ba978f7d347eaf65d22f1a86833408afdb953541 --local-dir MODEL_DIR --fail-on-missing-files",
      "exitCode": 1,
      "observedResult": "Verification failed and enumerated missing model shards plus tokenizer files.",
      "purpose": "Confirm that the recommended fail-on-missing gate rejects an intentionally incomplete local directory."
    }
  },
  "overlapAudit": {
    "prepublicationSitemapUrls": 93,
    "registryPages": 86,
    "distinctIntent": true,
    "nearby": [
      [
        "https://glm52.ai/guides/run-glm-5-2-locally/",
        "Decides RAM, VRAM, storage, runtime, and API-versus-self-host fit; it does not provide a pinned Hub staging and completeness gate."
      ],
      [
        "https://glm52.ai/guides/glm-5-2-sglang-weight-cache-daemon/",
        "Audits restart-time block mapping after a compatible snapshot exists; it does not download or verify the upstream repository."
      ],
      [
        "https://glm52.ai/guides/glm-5-2-vllm-thinking-token-budget/",
        "Controls reasoning allocation after a server is running; it does not own checkpoint supply-chain staging."
      ]
    ]
  },
  "searchSupply": {
    "query": "GLM-5.2 FP8 download verify Hugging Face",
    "serpApiRequests": 1,
    "requestId": "serpapi-d920556725114d1eba11ba0f95430d99",
    "result": "http-error",
    "evaluation": "failed",
    "retryCount": 0,
    "decisionImpact": "No topic or content decision changed; primary-source and internal-intent evidence carried the audit."
  },
  "aiHot": [
    {
      "itemId": "cmtbtrn8j0222ro2kb7opgppz",
      "classification": "weak-glm-link",
      "note": "MiniMax-H3 video diffusion benchmarks do not create a GLM-5.2 checkpoint task."
    },
    {
      "itemId": "cmtbqq6pi15j3roamyuhn0uvk",
      "classification": "duplicate-intent",
      "note": "The existing Hugging Face incident forensics page owns this event verification job."
    },
    {
      "itemId": "cmtbq1hfq156croamzzo9gno2",
      "classification": "weak-glm-link",
      "note": "Gemini video generation is a separate modality and model family."
    },
    {
      "itemId": "cmtbbhr1c0r0jroamimh5nql2",
      "classification": "weak-glm-link",
      "note": "Aggregate China token-use news supplies no GLM-5.2 operator decision."
    },
    {
      "itemId": "cmtb6o47l0mmaroamhnqtifvv",
      "classification": "duplicate-intent",
      "note": "Existing GLM-5.3 comparison and migration pages own the release and routing decision."
    }
  ],
  "runtimeBoundary": {
    "modelCalls": 0,
    "localGpuRuns": 0,
    "containers": 0,
    "modelWeightBytesDownloaded": 0,
    "fullSnapshotVerifyRuns": 0,
    "note": "The partial CLI probe downloaded only config.json and model.safetensors.index.json. It did not establish network throughput, full-snapshot integrity, model loading, quality, or serving compatibility."
  },
  "decision": {
    "classification": "pin-plan-dry-run-download-verify-then-expose-to-the-serving-runtime",
    "pinRule": "Use immutable revision ba978f7d347eaf65d22f1a86833408afdb953541, not main, in download, verification, and the launch record.",
    "diskRule": "Do not begin from rounded 756 GB alone. Use the exact repository payload, preserve temporary-write and filesystem headroom, and account separately for any copied snapshot or runtime conversion.",
    "completenessRule": "Require all 141 contiguous shard filenames, the pinned tensor index, and hf cache verify --fail-on-missing-files before a serving process can read the directory.",
    "integrityRule": "A successful download process is not an integrity receipt. Preserve the pinned revision and verification output; any changed or missing file blocks promotion.",
    "runtimeRule": "Snapshot integrity proves bytes, not model quality, GPU fit, serving compatibility, or acceptable output. Run a separate model-load and acceptance canary."
  },
  "invariants": {
    "twelveSourceReceipts": true,
    "allSourcesReturned200": true,
    "allSourceHashesValid": true,
    "threeTreePages": true,
    "repositoryHas150Files": true,
    "exactly141Shards": true,
    "contiguousShardNames": true,
    "indexReferencesExactlyManifest": true,
    "allShardsHaveLfsSha256": true,
    "treeAndIndexHashesAgree": true,
    "indexCountsMatch": true,
    "shardBytesExceedTensorBytesByHeaders": true,
    "dryRunObservedEveryShard": true,
    "incompleteDirectoryRejected": true,
    "distinctIntent": true,
    "oneFailedSerpRequestNoRetry": true,
    "allFiveAiHotItemsClassified": true,
    "threeWeakAndTwoDuplicates": true,
    "zeroWeightOrModelRun": true
  }
}
