Instructions to use nativ-community/MiniCPM-OCR-Jev-8bit with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use nativ-community/MiniCPM-OCR-Jev-8bit with MLX:
# Download the model from the Hub pip install huggingface_hub[hf_xet] hf download nativ-community/MiniCPM-OCR-Jev-8bit --local-dir MiniCPM-OCR-Jev-8bit
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- Atomic Chat
Download validation.json from nativ-community/MiniCPM-OCR-Jev-8bit: direct link, hf CLI and curl.
- Browser
- Download file 3.72 kB
-
https://huggingface.co/nativ-community/MiniCPM-OCR-Jev-8bit/resolve/main/validation.json
- Command line
-
hf download hf://nativ-community/MiniCPM-OCR-Jev-8bit/validation.json
-
curl -L -o validation.json https://huggingface.co/nativ-community/MiniCPM-OCR-Jev-8bit/resolve/main/validation.json
3.72 kB
| { | |
| "runtime_checks_passed": true, | |
| "quantization": { | |
| "mode": "affine", | |
| "bits": 8, | |
| "group_size": 64 | |
| }, | |
| "quantized_modules": 187, | |
| "unchanged_source_tensors": 431, | |
| "reference_recipe": { | |
| "repo": "nativ-community/MiniCPM-V-4.7-1B-8bit", | |
| "revision": "6ec3a370276d70f67112a038180e5ed5019453ef" | |
| }, | |
| "scores": [ | |
| { | |
| "prob_1": 0.037326887249946594, | |
| "prob_0": 0.9626730680465698, | |
| "logit_0": 1.4375, | |
| "logit_1": -1.8125, | |
| "n_tokens": 242, | |
| "case": "s01", | |
| "bf16_prob_1": 0.035948317497968674, | |
| "abs_diff_bf16": 0.0013785697519779205 | |
| }, | |
| { | |
| "prob_1": 0.9956685304641724, | |
| "prob_0": 0.004331503063440323, | |
| "logit_0": -3.140625, | |
| "logit_1": 2.296875, | |
| "n_tokens": 237, | |
| "case": "s02", | |
| "bf16_prob_1": 0.9953904151916504, | |
| "abs_diff_bf16": 0.00027811527252197266 | |
| }, | |
| { | |
| "prob_1": 2.668852721399162e-05, | |
| "prob_0": 0.9999732971191406, | |
| "logit_0": 5.15625, | |
| "logit_1": -5.375, | |
| "n_tokens": 222, | |
| "case": "s03", | |
| "bf16_prob_1": 2.668852721399162e-05, | |
| "abs_diff_bf16": 0.0 | |
| }, | |
| { | |
| "prob_1": 0.9967774748802185, | |
| "prob_0": 0.0032224853057414293, | |
| "logit_0": -3.296875, | |
| "logit_1": 2.4375, | |
| "n_tokens": 434, | |
| "case": "s04", | |
| "bf16_prob_1": 0.9969245791435242, | |
| "abs_diff_bf16": 0.00014710426330566406 | |
| }, | |
| { | |
| "prob_1": 0.0010987314162775874, | |
| "prob_0": 0.9989012479782104, | |
| "logit_0": 3.21875, | |
| "logit_1": -3.59375, | |
| "n_tokens": 770, | |
| "case": "s05", | |
| "bf16_prob_1": 0.0010817156871780753, | |
| "abs_diff_bf16": 1.70157290995121e-05 | |
| }, | |
| { | |
| "prob_1": 0.9875683188438416, | |
| "prob_0": 0.01243164949119091, | |
| "logit_0": -2.546875, | |
| "logit_1": 1.828125, | |
| "n_tokens": 289, | |
| "case": "s06", | |
| "bf16_prob_1": 0.9870794415473938, | |
| "abs_diff_bf16": 0.0004888772964477539 | |
| }, | |
| { | |
| "prob_1": 3.12019074044656e-05, | |
| "prob_0": 0.9999687671661377, | |
| "logit_0": 5.09375, | |
| "logit_1": -5.28125, | |
| "n_tokens": 246, | |
| "case": "s07", | |
| "bf16_prob_1": 3.0241957574617118e-05, | |
| "abs_diff_bf16": 9.599498298484832e-07 | |
| }, | |
| { | |
| "prob_1": 0.8727816939353943, | |
| "prob_0": 0.12721827626228333, | |
| "logit_0": -1.2109375, | |
| "logit_1": 0.71484375, | |
| "n_tokens": 246, | |
| "case": "s08", | |
| "bf16_prob_1": 0.8740772008895874, | |
| "abs_diff_bf16": 0.0012955069541931152 | |
| }, | |
| { | |
| "prob_1": 2.3552614948130213e-05, | |
| "prob_0": 0.999976396560669, | |
| "logit_0": 5.0, | |
| "logit_1": -5.65625, | |
| "n_tokens": 782, | |
| "case": "s09", | |
| "bf16_prob_1": 2.668852721399162e-05, | |
| "abs_diff_bf16": 3.135912265861407e-06 | |
| }, | |
| { | |
| "prob_1": 0.9874721169471741, | |
| "prob_0": 0.012527935206890106, | |
| "logit_0": -2.5625, | |
| "logit_1": 1.8046875, | |
| "n_tokens": 696, | |
| "case": "s10", | |
| "bf16_prob_1": 0.9880388379096985, | |
| "abs_diff_bf16": 0.0005667209625244141 | |
| }, | |
| { | |
| "prob_1": 7.811483442310418e-07, | |
| "prob_0": 0.9999991655349731, | |
| "logit_0": 6.625, | |
| "logit_1": -7.4375, | |
| "n_tokens": 428, | |
| "case": "s11", | |
| "bf16_prob_1": 7.811483442310418e-07, | |
| "abs_diff_bf16": 0.0 | |
| }, | |
| { | |
| "prob_1": 0.917302668094635, | |
| "prob_0": 0.08269734680652618, | |
| "logit_0": -1.4765625, | |
| "logit_1": 0.9296875, | |
| "n_tokens": 551, | |
| "case": "s12", | |
| "bf16_prob_1": 0.9152045845985413, | |
| "abs_diff_bf16": 0.00209808349609375 | |
| } | |
| ], | |
| "max_probability_difference_vs_bf16": 0.00209808349609375, | |
| "mean_probability_difference_vs_bf16": 0.000522840799021651, | |
| "agreement_at_0_5_vs_bf16": 12 | |
| } | |