{ "runtime_checks_passed": true, "quantization": { "mode": "affine", "bits": 5, "group_size": 64 }, "quantized_modules": 187, "unchanged_source_tensors": 431, "reference_recipe": { "repo": "nativ-community/MiniCPM-V-4.7-1B-5bit", "revision": "ec1f17ad3525f2feeaf0634367afbec38c5781bf" }, "scores": [ { "prob_1": 0.05033063888549805, "prob_0": 0.949669361114502, "logit_0": 1.3203125, "logit_1": -1.6171875, "n_tokens": 242, "case": "s01", "bf16_prob_1": 0.035948317497968674, "abs_diff_bf16": 0.014382321387529373 }, { "prob_1": 0.9951702952384949, "prob_0": 0.00482972152531147, "logit_0": -3.0625, "logit_1": 2.265625, "n_tokens": 237, "case": "s02", "bf16_prob_1": 0.9953904151916504, "abs_diff_bf16": 0.00022011995315551758 }, { "prob_1": 3.12019074044656e-05, "prob_0": 0.9999687671661377, "logit_0": 5.125, "logit_1": -5.25, "n_tokens": 222, "case": "s03", "bf16_prob_1": 2.668852721399162e-05, "abs_diff_bf16": 4.513380190473981e-06 }, { "prob_1": 0.9971550703048706, "prob_0": 0.0028449103701859713, "logit_0": -3.3125, "logit_1": 2.546875, "n_tokens": 434, "case": "s04", "bf16_prob_1": 0.9969245791435242, "abs_diff_bf16": 0.00023049116134643555 }, { "prob_1": 0.001284308498725295, "prob_0": 0.9987157583236694, "logit_0": 3.1875, "logit_1": -3.46875, "n_tokens": 770, "case": "s05", "bf16_prob_1": 0.0010817156871780753, "abs_diff_bf16": 0.00020259281154721975 }, { "prob_1": 0.9890975952148438, "prob_0": 0.010902375914156437, "logit_0": -2.5625, "logit_1": 1.9453125, "n_tokens": 289, "case": "s06", "bf16_prob_1": 0.9870794415473938, "abs_diff_bf16": 0.002018153667449951 }, { "prob_1": 3.763645509025082e-05, "prob_0": 0.999962329864502, "logit_0": 5.03125, "logit_1": -5.15625, "n_tokens": 246, "case": "s07", "bf16_prob_1": 3.0241957574617118e-05, "abs_diff_bf16": 7.394497515633702e-06 }, { "prob_1": 0.8991213440895081, "prob_0": 0.10087861120700836, "logit_0": -1.3046875, "logit_1": 0.8828125, "n_tokens": 246, "case": "s08", "bf16_prob_1": 0.8740772008895874, "abs_diff_bf16": 0.025044143199920654 }, { "prob_1": 9.915274131344631e-05, "prob_0": 0.9999008178710938, "logit_0": 4.375, "logit_1": -4.84375, "n_tokens": 782, "case": "s09", "bf16_prob_1": 2.668852721399162e-05, "abs_diff_bf16": 7.24642140994547e-05 }, { "prob_1": 0.9897513389587402, "prob_0": 0.01024860329926014, "logit_0": -2.625, "logit_1": 1.9453125, "n_tokens": 696, "case": "s10", "bf16_prob_1": 0.9880388379096985, "abs_diff_bf16": 0.001712501049041748 }, { "prob_1": 3.2887476208998123e-06, "prob_0": 0.9999966621398926, "logit_0": 5.96875, "logit_1": -6.65625, "n_tokens": 428, "case": "s11", "bf16_prob_1": 7.811483442310418e-07, "abs_diff_bf16": 2.5075992766687705e-06 }, { "prob_1": 0.9235923886299133, "prob_0": 0.07640768587589264, "logit_0": -1.46875, "logit_1": 1.0234375, "n_tokens": 551, "case": "s12", "bf16_prob_1": 0.9152045845985413, "abs_diff_bf16": 0.00838780403137207 } ], "max_probability_difference_vs_bf16": 0.025044143199920654, "mean_probability_difference_vs_bf16": 0.004357083912703767, "agreement_at_0_5_vs_bf16": 12 }