GLM-5.3-Flash-Uncensored-Mixed-Quant-GGUF / calibration-summary.json
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Document completed calibration and optional Q2_K weighting measurements
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{
"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."
]
}