Instructions to use nativ-community/MiniCPM-OCR-Jev-5bit with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use nativ-community/MiniCPM-OCR-Jev-5bit with MLX:
# Download the model from the Hub pip install huggingface_hub[hf_xet] hf download nativ-community/MiniCPM-OCR-Jev-5bit --local-dir MiniCPM-OCR-Jev-5bit
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- Atomic Chat
Download validation.json from nativ-community/MiniCPM-OCR-Jev-5bit: direct link, hf CLI and curl.
- Browser
- Download file 3.76 kB
-
https://huggingface.co/nativ-community/MiniCPM-OCR-Jev-5bit/resolve/main/validation.json
- Command line
-
hf download hf://nativ-community/MiniCPM-OCR-Jev-5bit/validation.json
-
curl -L -o validation.json https://huggingface.co/nativ-community/MiniCPM-OCR-Jev-5bit/resolve/main/validation.json
3.76 kB
| { | |
| "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 | |
| } | |