Instructions to use nativ-community/MiniCPM-OCR-Jev-4bit with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use nativ-community/MiniCPM-OCR-Jev-4bit with MLX:
# Download the model from the Hub pip install huggingface_hub[hf_xet] hf download nativ-community/MiniCPM-OCR-Jev-4bit --local-dir MiniCPM-OCR-Jev-4bit
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- Atomic Chat
Download validation.json from nativ-community/MiniCPM-OCR-Jev-4bit: direct link, hf CLI and curl.
- Browser
- Download file 3.76 kB
-
https://huggingface.co/nativ-community/MiniCPM-OCR-Jev-4bit/resolve/main/validation.json
- Command line
-
hf download hf://nativ-community/MiniCPM-OCR-Jev-4bit/validation.json
-
curl -L -o validation.json https://huggingface.co/nativ-community/MiniCPM-OCR-Jev-4bit/resolve/main/validation.json
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 | |
| } | |