MiniCPM-OCR-Jev-4bit / validation.json
prince-canuma's picture
Upload validated MLX quantized checkpoint
168285a verified
Raw History Blame Contribute Delete
3.76 kB
{
"runtime_checks_passed": true,
"quantization": {
"mode": "affine",
"bits": 4,
"group_size": 64
},
"quantized_modules": 187,
"unchanged_source_tensors": 431,
"reference_recipe": {
"repo": "nativ-community/MiniCPM-V-4.7-1B-4bit",
"revision": "228640b6b78ff20c462794bc273a6a2df862b805"
},
"scores": [
{
"prob_1": 0.026759285479784012,
"prob_0": 0.9732407331466675,
"logit_0": 1.515625,
"logit_1": -2.078125,
"n_tokens": 242,
"case": "s01",
"bf16_prob_1": 0.035948317497968674,
"abs_diff_bf16": 0.009189032018184662
},
{
"prob_1": 0.9936116337776184,
"prob_0": 0.006388322450220585,
"logit_0": -2.984375,
"logit_1": 2.0625,
"n_tokens": 237,
"case": "s02",
"bf16_prob_1": 0.9953904151916504,
"abs_diff_bf16": 0.0017787814140319824
},
{
"prob_1": 2.5867433578241616e-05,
"prob_0": 0.9999741315841675,
"logit_0": 5.09375,
"logit_1": -5.46875,
"n_tokens": 222,
"case": "s03",
"bf16_prob_1": 2.668852721399162e-05,
"abs_diff_bf16": 8.210936357500032e-07
},
{
"prob_1": 0.995866060256958,
"prob_0": 0.004133968614041805,
"logit_0": -3.21875,
"logit_1": 2.265625,
"n_tokens": 434,
"case": "s04",
"bf16_prob_1": 0.9969245791435242,
"abs_diff_bf16": 0.0010585188865661621
},
{
"prob_1": 0.0018969203811138868,
"prob_0": 0.9981030225753784,
"logit_0": 2.890625,
"logit_1": -3.375,
"n_tokens": 770,
"case": "s05",
"bf16_prob_1": 0.0010817156871780753,
"abs_diff_bf16": 0.0008152046939358115
},
{
"prob_1": 0.9813107252120972,
"prob_0": 0.018689313903450966,
"logit_0": -2.375,
"logit_1": 1.5859375,
"n_tokens": 289,
"case": "s06",
"bf16_prob_1": 0.9870794415473938,
"abs_diff_bf16": 0.005768716335296631
},
{
"prob_1": 2.5867433578241616e-05,
"prob_0": 0.9999741315841675,
"logit_0": 5.09375,
"logit_1": -5.46875,
"n_tokens": 246,
"case": "s07",
"bf16_prob_1": 3.0241957574617118e-05,
"abs_diff_bf16": 4.374523996375501e-06
},
{
"prob_1": 0.8010035157203674,
"prob_0": 0.19899648427963257,
"logit_0": -1.03125,
"logit_1": 0.361328125,
"n_tokens": 246,
"case": "s08",
"bf16_prob_1": 0.8740772008895874,
"abs_diff_bf16": 0.07307368516921997
},
{
"prob_1": 0.00020988317555747926,
"prob_0": 0.9997901320457458,
"logit_0": 3.9375,
"logit_1": -4.53125,
"n_tokens": 782,
"case": "s09",
"bf16_prob_1": 2.668852721399162e-05,
"abs_diff_bf16": 0.00018319464834348764
},
{
"prob_1": 0.9804313778877258,
"prob_0": 0.019568677991628647,
"logit_0": -2.34375,
"logit_1": 1.5703125,
"n_tokens": 696,
"case": "s10",
"bf16_prob_1": 0.9880388379096985,
"abs_diff_bf16": 0.007607460021972656
},
{
"prob_1": 7.889268090366386e-06,
"prob_0": 0.9999921321868896,
"logit_0": 5.5,
"logit_1": -6.25,
"n_tokens": 428,
"case": "s11",
"bf16_prob_1": 7.811483442310418e-07,
"abs_diff_bf16": 7.108119746135344e-06
},
{
"prob_1": 0.8951566815376282,
"prob_0": 0.1048433780670166,
"logit_0": -1.40625,
"logit_1": 0.73828125,
"n_tokens": 551,
"case": "s12",
"bf16_prob_1": 0.9152045845985413,
"abs_diff_bf16": 0.020047903060913086
}
],
"max_probability_difference_vs_bf16": 0.07307368516921997,
"mean_probability_difference_vs_bf16": 0.00996123333215356,
"agreement_at_0_5_vs_bf16": 12
}