Model save
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README.md
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base_model: facebook/deit-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: deit-base-patch16-224_rice-leaf-disease-augmented-v2_tl
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results: []
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# deit-base-patch16-224_rice-leaf-disease-augmented-v2_tl
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This model is a fine-tuned version of [facebook/deit-base-patch16-224](https://huggingface.co/facebook/deit-base-patch16-224) on an unknown dataset.
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## Model description
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- num_epochs: 20
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- mixed_precision_training: Native AMP
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### Framework versions
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- Transformers 4.48.3
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base_model: facebook/deit-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: deit-base-patch16-224_rice-leaf-disease-augmented-v2_tl
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results: []
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# deit-base-patch16-224_rice-leaf-disease-augmented-v2_tl
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This model is a fine-tuned version of [facebook/deit-base-patch16-224](https://huggingface.co/facebook/deit-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: 0.8257
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- Accuracy: 0.7232
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## Model description
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- num_epochs: 20
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- mixed_precision_training: Native AMP
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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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| 2.0445 | 1.0 | 63 | 1.8996 | 0.3631 |
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| 1.6611 | 2.0 | 126 | 1.4965 | 0.5536 |
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| 1.2741 | 3.0 | 189 | 1.2567 | 0.6190 |
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| 1.0663 | 4.0 | 252 | 1.1184 | 0.6458 |
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| 0.9481 | 5.0 | 315 | 1.0362 | 0.6696 |
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| 0.8707 | 6.0 | 378 | 0.9921 | 0.6726 |
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| 0.8161 | 7.0 | 441 | 0.9520 | 0.6875 |
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| 0.7731 | 8.0 | 504 | 0.9180 | 0.6994 |
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| 0.7417 | 9.0 | 567 | 0.8972 | 0.7054 |
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| 0.7163 | 10.0 | 630 | 0.8765 | 0.7054 |
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| 0.6954 | 11.0 | 693 | 0.8683 | 0.7054 |
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| 0.6794 | 12.0 | 756 | 0.8527 | 0.7143 |
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| 0.668 | 13.0 | 819 | 0.8441 | 0.7202 |
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| 0.6575 | 14.0 | 882 | 0.8366 | 0.7202 |
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| 0.65 | 15.0 | 945 | 0.8314 | 0.7173 |
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| 0.645 | 16.0 | 1008 | 0.8284 | 0.7202 |
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| 0.6417 | 17.0 | 1071 | 0.8270 | 0.7232 |
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| 0.6402 | 18.0 | 1134 | 0.8262 | 0.7232 |
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| 0.639 | 19.0 | 1197 | 0.8258 | 0.7232 |
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| 0.6381 | 20.0 | 1260 | 0.8257 | 0.7232 |
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### Framework versions
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- Transformers 4.48.3
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logs/events.out.tfevents.1740248557.372cc108f014.685.1
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size
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version https://git-lfs.github.com/spec/v1
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size 16682
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