{
  "status": "completed_calibration_and_bounded_source_reconstruction_analysis",
  "created_utc": "2026-10-07T00:57:22.536383+00:00",
  "source": {
    "repository": "orcarouter/GLM-5.3-Flash-Uncensored-FP8",
    "revision": "0480f690f80e8f4c4ee63edd10dcbea8b7d9e31b"
  },
  "calibration": {
    "reference_precision": "Q8_0",
    "input_modality": "text",
    "context": 4096,
    "main_chunks": 16,
    "structured_chunks": 4,
    "input_positions": 81920,
    "routed_trunk_matrices": 126,
    "experts_per_matrix": 288,
    "all_trunk_experts_observed": true,
    "assignments_per_matrix": 655360,
    "minimum_individual_expert_observations": 7,
    "MTP45_activation_statistics_collected": false,
    "image_conditioned_activation_statistics_collected": false,
    "original_stats_sha256": "3fd5f919a2265aab2abad3f19b679b1a9fee153e053ee9019eaec4db16d8fa35",
    "normalized_dat_sha256": "feed4b5d4301be1c589014afa1f5156c33091558d543a8dca3dd9070ee1c2a61"
  },
  "q2_imatrix_comparison": {
    "tensor_groups": [
      "blk.5.ffn_down_exps.weight",
      "blk.4.ffn_down_exps.weight",
      "blk.43.ffn_down_exps.weight",
      "blk.44.ffn_down_exps.weight",
      "blk.3.ffn_down_exps.weight"
    ],
    "uniform_experts_per_module": 8,
    "additional_hot_experts_per_module": 4,
    "sampled_rows_per_expert": 32,
    "seed": 53,
    "aggregation": "measured_activation_counts_with_row_and_expert_inclusion_correction",
    "evaluation": "same_activation_diagonal_weighted_SSE_for_both_encodings",
    "weighted_relative_error": 0.04512602549427461,
    "unweighted_relative_error": 0.09239029935965382,
    "SSE_reduction_fraction": 0.5115718229398787,
    "Q2_K_payload_bytes_changed": false,
    "MTP45_included": false
  },
  "limits": [
    "All experts being visited does not prove representative calibration or low estimator variance.",
    "Q2 comparison samples source weights and diagonal activation moments; it is not a final-model quality or speed measurement.",
    "Final weights are encoded directly from the source FP8 checkpoint; the Q8 reference is used for activation collection.",
    "Uncalibrated MTP IQ2_XS uses full source-column energy; Q2_K uses standard encoding without activation imatrix."
  ]
}