Add camembert PCG model
Browse files- README.md +35 -20
- final/classification_report.json +603 -555
- final/model.safetensors +1 -1
- final/training_metadata.json +31 -31
- model.safetensors +1 -1
- training_args.bin +1 -1
README.md
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This model is a fine-tuned version of [camembert-base](https://huggingface.co/camembert-base) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss:
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- Accuracy: 0.
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- Top3 Accuracy: 0.
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- Top5 Accuracy: 0.
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- Precision: 0.
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- Recall: 0.
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- F1 Weighted: 0.
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- F1 Macro: 0.
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## Model description
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### Training results
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| Training Loss | Epoch | Step
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|:-------------:|:------:|:----:|:---------------:|:--------:|:-------------:|:-------------:|:---------:|:------:|:-----------:|:--------:|
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### Framework versions
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This model is a fine-tuned version of [camembert-base](https://huggingface.co/camembert-base) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.9741
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- Accuracy: 0.5529
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- Top3 Accuracy: 0.7549
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- Top5 Accuracy: 0.8285
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- Precision: 0.5827
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- Recall: 0.5529
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- F1 Weighted: 0.5500
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- F1 Macro: 0.3164
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## Model description
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy | Top3 Accuracy | Top5 Accuracy | Precision | Recall | F1 Weighted | F1 Macro |
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|:-------------:|:------:|:------:|:---------------:|:--------:|:-------------:|:-------------:|:---------:|:------:|:-----------:|:--------:|
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| 10.4836 | 0.2000 | 5685 | 5.0665 | 0.1127 | 0.2548 | 0.3753 | 0.0669 | 0.1127 | 0.0599 | 0.0173 |
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| 8.4373 | 0.4000 | 11370 | 4.0622 | 0.3031 | 0.4722 | 0.5786 | 0.2701 | 0.3031 | 0.2376 | 0.0689 |
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| 7.1056 | 0.5999 | 17055 | 3.5299 | 0.3624 | 0.5438 | 0.6517 | 0.3858 | 0.3624 | 0.3307 | 0.1013 |
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| 6.4190 | 0.7999 | 22740 | 3.1918 | 0.3942 | 0.5826 | 0.6804 | 0.4443 | 0.3942 | 0.3790 | 0.1313 |
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| 6.0150 | 0.9999 | 28425 | 2.9816 | 0.4022 | 0.6066 | 0.7010 | 0.4656 | 0.4022 | 0.3937 | 0.1473 |
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| 5.5633 | 1.1999 | 34110 | 2.7845 | 0.4255 | 0.6289 | 0.7215 | 0.4763 | 0.4255 | 0.4210 | 0.1830 |
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| 5.3629 | 1.3999 | 39795 | 2.6584 | 0.4417 | 0.6436 | 0.7366 | 0.4848 | 0.4417 | 0.4327 | 0.1989 |
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| 5.1547 | 1.5998 | 45480 | 2.5266 | 0.4505 | 0.6605 | 0.7506 | 0.5006 | 0.4505 | 0.4441 | 0.2065 |
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| 4.8821 | 1.7998 | 51165 | 2.4337 | 0.4646 | 0.6726 | 0.7618 | 0.5107 | 0.4646 | 0.4597 | 0.2182 |
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| 4.8468 | 1.9998 | 56850 | 2.3580 | 0.4751 | 0.6825 | 0.7700 | 0.5255 | 0.4751 | 0.4705 | 0.2366 |
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| 4.5083 | 2.1998 | 62535 | 2.3354 | 0.4872 | 0.6988 | 0.7844 | 0.5255 | 0.4872 | 0.4839 | 0.2488 |
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| 4.3747 | 2.3998 | 68220 | 2.2397 | 0.4968 | 0.7037 | 0.7875 | 0.5416 | 0.4968 | 0.4955 | 0.2542 |
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| 4.3334 | 2.5997 | 73905 | 2.2009 | 0.5124 | 0.7196 | 0.7999 | 0.5468 | 0.5124 | 0.5076 | 0.2679 |
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| 4.3103 | 2.7997 | 79590 | 2.1654 | 0.5165 | 0.7254 | 0.8035 | 0.5578 | 0.5165 | 0.5118 | 0.2719 |
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| 4.1306 | 2.9997 | 85275 | 2.1243 | 0.529 | 0.7327 | 0.8120 | 0.5584 | 0.529 | 0.5244 | 0.2871 |
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| 3.8964 | 3.1997 | 90960 | 2.0769 | 0.5324 | 0.7378 | 0.8155 | 0.5664 | 0.5324 | 0.5295 | 0.3021 |
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| 3.9158 | 3.3996 | 96645 | 2.0659 | 0.5306 | 0.7429 | 0.8186 | 0.5684 | 0.5306 | 0.5301 | 0.2978 |
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| 3.7772 | 3.5996 | 102330 | 2.0397 | 0.5421 | 0.7443 | 0.8209 | 0.5725 | 0.5421 | 0.5381 | 0.3020 |
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| 3.8012 | 3.7996 | 108015 | 2.0179 | 0.5422 | 0.7487 | 0.8231 | 0.5769 | 0.5422 | 0.5408 | 0.3028 |
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| 3.7211 | 3.9996 | 113700 | 2.0004 | 0.5481 | 0.7525 | 0.8265 | 0.5791 | 0.5481 | 0.5448 | 0.3097 |
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| 3.5257 | 4.1996 | 119385 | 1.9928 | 0.5482 | 0.7527 | 0.8268 | 0.5821 | 0.5482 | 0.5466 | 0.3095 |
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| 3.5389 | 4.3995 | 125070 | 1.9911 | 0.5499 | 0.7541 | 0.8279 | 0.5807 | 0.5499 | 0.5470 | 0.3101 |
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| 3.6145 | 4.5995 | 130755 | 1.9784 | 0.5515 | 0.7541 | 0.828 | 0.5811 | 0.5515 | 0.5488 | 0.3141 |
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| 3.6517 | 4.7995 | 136440 | 1.9743 | 0.5529 | 0.7549 | 0.8287 | 0.5826 | 0.5529 | 0.5500 | 0.3170 |
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| 3.5229 | 4.9995 | 142125 | 1.9741 | 0.5529 | 0.7549 | 0.8285 | 0.5827 | 0.5529 | 0.5500 | 0.3164 |
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### Framework versions
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final/classification_report.json
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