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{
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      "conditions": {
        "activation_precision": "E4M3 UE8M0_K32 at native P8 MMA boundaries",
        "attention": "B12X_MLA_SPARSE",
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        "kv_dtype": "nvfp4_ds_mla",
        "layers": "3-44",
        "moe_backend": "native-p8-mxf8f6f4-n128-coupled-h512-h128-suh-svh-v1",
        "stored_rates": "K4/K5"
      },
      "including_prefill_mean_kld": 0.03531762204580294,
      "per_domain_true_decode_mean_kld": {
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        "axis2_legal": 0.04939042943095556,
        "axis3_code_agentic": 0.030089182452904976,
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      "per_window_true_decode_kld": [
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      "true_decode_window_bca95": [
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    }
  },
  "arms_present": [
    "coupled_full"
  ],
  "bootstrap": {
    "replicates": 20000,
    "seed": 20260902,
    "unit": "window"
  },
  "claim_boundary": "Already-opened CF32 development evidence, not final qualification; input provenance and runtime installation require separate receipts",
  "comparison": null,
  "decision": "measured",
  "decision_rule": "single-arm absolute KLD of the coupled_full model; no control arm was requested",
  "isa_cost": "P8 E4M3 mxf8f6f4 has twice the NVFP4 MMA issue count; no speed claim",
  "role": "conditional-fit",
  "schema": "glm53.p8-full-coupled-cf32-paired-development.v1",
  "windows": 32
}