Instructions to use nativ-community/MiniCPM-OCR-Jev-6bit with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use nativ-community/MiniCPM-OCR-Jev-6bit with MLX:
# Download the model from the Hub pip install huggingface_hub[hf_xet] hf download nativ-community/MiniCPM-OCR-Jev-6bit --local-dir MiniCPM-OCR-Jev-6bit
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- Atomic Chat
Download validation.json from nativ-community/MiniCPM-OCR-Jev-6bit: direct link, hf CLI and curl.
- Browser
- Download file 3.73 kB
-
https://huggingface.co/nativ-community/MiniCPM-OCR-Jev-6bit/resolve/main/validation.json
- Command line
-
hf download hf://nativ-community/MiniCPM-OCR-Jev-6bit/validation.json
-
curl -L -o validation.json https://huggingface.co/nativ-community/MiniCPM-OCR-Jev-6bit/resolve/main/validation.json
3.73 kB
| { | |
| "runtime_checks_passed": true, | |
| "quantization": { | |
| "mode": "affine", | |
| "bits": 6, | |
| "group_size": 64 | |
| }, | |
| "quantized_modules": 187, | |
| "unchanged_source_tensors": 431, | |
| "reference_recipe": { | |
| "repo": "nativ-community/MiniCPM-V-4.7-1B-6bit", | |
| "revision": "5e4f8257fd5b96d46a253a572d6c7174a677c042" | |
| }, | |
| "scores": [ | |
| { | |
| "prob_1": 0.044348590075969696, | |
| "prob_0": 0.9556514620780945, | |
| "logit_0": 1.3671875, | |
| "logit_1": -1.703125, | |
| "n_tokens": 242, | |
| "case": "s01", | |
| "bf16_prob_1": 0.035948317497968674, | |
| "abs_diff_bf16": 0.008400272578001022 | |
| }, | |
| { | |
| "prob_1": 0.9960545301437378, | |
| "prob_0": 0.003945406526327133, | |
| "logit_0": -3.171875, | |
| "logit_1": 2.359375, | |
| "n_tokens": 237, | |
| "case": "s02", | |
| "bf16_prob_1": 0.9953904151916504, | |
| "abs_diff_bf16": 0.0006641149520874023 | |
| }, | |
| { | |
| "prob_1": 2.84097532130545e-05, | |
| "prob_0": 0.9999716281890869, | |
| "logit_0": 5.15625, | |
| "logit_1": -5.3125, | |
| "n_tokens": 222, | |
| "case": "s03", | |
| "bf16_prob_1": 2.668852721399162e-05, | |
| "abs_diff_bf16": 1.7212259990628809e-06 | |
| }, | |
| { | |
| "prob_1": 0.9969245791435242, | |
| "prob_0": 0.0030753694009035826, | |
| "logit_0": -3.296875, | |
| "logit_1": 2.484375, | |
| "n_tokens": 434, | |
| "case": "s04", | |
| "bf16_prob_1": 0.9969245791435242, | |
| "abs_diff_bf16": 0.0 | |
| }, | |
| { | |
| "prob_1": 0.0009399442933499813, | |
| "prob_0": 0.9990600943565369, | |
| "logit_0": 3.3125, | |
| "logit_1": -3.65625, | |
| "n_tokens": 770, | |
| "case": "s05", | |
| "bf16_prob_1": 0.0010817156871780753, | |
| "abs_diff_bf16": 0.000141771393828094 | |
| }, | |
| { | |
| "prob_1": 0.9878528118133545, | |
| "prob_0": 0.01214717049151659, | |
| "logit_0": -2.546875, | |
| "logit_1": 1.8515625, | |
| "n_tokens": 289, | |
| "case": "s06", | |
| "bf16_prob_1": 0.9870794415473938, | |
| "abs_diff_bf16": 0.0007733702659606934 | |
| }, | |
| { | |
| "prob_1": 3.12019074044656e-05, | |
| "prob_0": 0.9999687671661377, | |
| "logit_0": 5.125, | |
| "logit_1": -5.25, | |
| "n_tokens": 246, | |
| "case": "s07", | |
| "bf16_prob_1": 3.0241957574617118e-05, | |
| "abs_diff_bf16": 9.599498298484832e-07 | |
| }, | |
| { | |
| "prob_1": 0.8887587189674377, | |
| "prob_0": 0.11124120652675629, | |
| "logit_0": -1.265625, | |
| "logit_1": 0.8125, | |
| "n_tokens": 246, | |
| "case": "s08", | |
| "bf16_prob_1": 0.8740772008895874, | |
| "abs_diff_bf16": 0.014681518077850342 | |
| }, | |
| { | |
| "prob_1": 5.4759791964897886e-05, | |
| "prob_0": 0.9999452829360962, | |
| "logit_0": 4.625, | |
| "logit_1": -5.1875, | |
| "n_tokens": 782, | |
| "case": "s09", | |
| "bf16_prob_1": 2.668852721399162e-05, | |
| "abs_diff_bf16": 2.8071264750906266e-05 | |
| }, | |
| { | |
| "prob_1": 0.9891815781593323, | |
| "prob_0": 0.010818447917699814, | |
| "logit_0": -2.625, | |
| "logit_1": 1.890625, | |
| "n_tokens": 696, | |
| "case": "s10", | |
| "bf16_prob_1": 0.9880388379096985, | |
| "abs_diff_bf16": 0.001142740249633789 | |
| }, | |
| { | |
| "prob_1": 1.1015951031367877e-06, | |
| "prob_0": 0.999998927116394, | |
| "logit_0": 6.5, | |
| "logit_1": -7.21875, | |
| "n_tokens": 428, | |
| "case": "s11", | |
| "bf16_prob_1": 7.811483442310418e-07, | |
| "abs_diff_bf16": 3.204467589057458e-07 | |
| }, | |
| { | |
| "prob_1": 0.9207895994186401, | |
| "prob_0": 0.0792103260755539, | |
| "logit_0": -1.484375, | |
| "logit_1": 0.96875, | |
| "n_tokens": 551, | |
| "case": "s12", | |
| "bf16_prob_1": 0.9152045845985413, | |
| "abs_diff_bf16": 0.005585014820098877 | |
| } | |
| ], | |
| "max_probability_difference_vs_bf16": 0.014681518077850342, | |
| "mean_probability_difference_vs_bf16": 0.002618322935399912, | |
| "agreement_at_0_5_vs_bf16": 12 | |
| } | |