End of training
Browse files- README.md +41 -0
- model.safetensors +1 -1
README.md
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base_model: google/vit-base-patch16-224
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tags:
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- generated_from_trainer
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model-index:
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- name: ProteinClassificationModel
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results: []
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# ProteinClassificationModel
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This model is a fine-tuned version of [google/vit-base-patch16-224](https://huggingface.co/google/vit-base-patch16-224) on an unknown dataset.
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## Model description
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- lr_scheduler_type: linear
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- num_epochs: 30
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### Framework versions
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- Transformers 4.35.2
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base_model: google/vit-base-patch16-224
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tags:
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- generated_from_trainer
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metrics:
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- accuracy
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model-index:
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- name: ProteinClassificationModel
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results: []
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# ProteinClassificationModel
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This model is a fine-tuned version of [google/vit-base-patch16-224](https://huggingface.co/google/vit-base-patch16-224) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.5405
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- Accuracy: 0.9
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## Model description
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- lr_scheduler_type: linear
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- num_epochs: 30
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|
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| 0.7133 | 1.0 | 113 | 0.3957 | 0.84 |
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| 0.3139 | 2.0 | 226 | 0.3768 | 0.845 |
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| 0.2595 | 3.0 | 339 | 0.3597 | 0.89 |
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| 0.2337 | 4.0 | 452 | 0.3059 | 0.9 |
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| 0.2152 | 5.0 | 565 | 0.3772 | 0.88 |
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| 0.147 | 6.0 | 678 | 0.4119 | 0.885 |
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| 0.1592 | 7.0 | 791 | 0.3554 | 0.895 |
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| 0.1162 | 8.0 | 904 | 0.3889 | 0.88 |
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| 0.1105 | 9.0 | 1017 | 0.5130 | 0.855 |
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| 0.0968 | 10.0 | 1130 | 0.4606 | 0.87 |
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| 0.1197 | 11.0 | 1243 | 0.4978 | 0.88 |
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| 0.1103 | 12.0 | 1356 | 0.4679 | 0.885 |
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| 0.089 | 13.0 | 1469 | 0.4860 | 0.885 |
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| 0.0696 | 14.0 | 1582 | 0.5217 | 0.87 |
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| 0.0667 | 15.0 | 1695 | 0.5027 | 0.885 |
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| 0.0647 | 16.0 | 1808 | 0.4870 | 0.89 |
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| 0.0577 | 17.0 | 1921 | 0.4739 | 0.875 |
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| 0.0475 | 18.0 | 2034 | 0.4714 | 0.885 |
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| 0.0479 | 19.0 | 2147 | 0.4766 | 0.875 |
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| 0.0563 | 20.0 | 2260 | 0.5175 | 0.89 |
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| 0.0356 | 21.0 | 2373 | 0.5672 | 0.9 |
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| 0.052 | 22.0 | 2486 | 0.4877 | 0.895 |
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| 0.0385 | 23.0 | 2599 | 0.5096 | 0.895 |
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| 0.0321 | 24.0 | 2712 | 0.4934 | 0.905 |
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| 0.0295 | 25.0 | 2825 | 0.4869 | 0.9 |
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| 0.0347 | 26.0 | 2938 | 0.5327 | 0.905 |
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| 0.025 | 27.0 | 3051 | 0.5653 | 0.9 |
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| 0.0382 | 28.0 | 3164 | 0.5227 | 0.9 |
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| 0.0167 | 29.0 | 3277 | 0.5447 | 0.9 |
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| 0.0254 | 30.0 | 3390 | 0.5405 | 0.9 |
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### Framework versions
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- Transformers 4.35.2
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model.safetensors
CHANGED
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size 343230128
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version https://git-lfs.github.com/spec/v1
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size 343230128
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