Model save
Browse files- README.md +25 -7
- logs/events.out.tfevents.1740279507.ca6c489f7bbc.211.2 +2 -2
- model.safetensors +1 -1
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_fft
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results: []
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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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- eval_loss: 0.3433
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- eval_runtime: 10.8405
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- eval_samples_per_second: 30.995
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- eval_steps_per_second: 0.553
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- step: 750
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## Model description
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- num_epochs: 15
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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_fft
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results: []
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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: 0.4335
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- Accuracy: 0.8810
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## Model description
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- num_epochs: 15
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- mixed_precision_training: Native AMP
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### Training results
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| Training Loss | Epoch | Step | Accuracy | Validation Loss |
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|:-------------:|:-----:|:----:|:--------:|:---------------:|
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| 1.7917 | 1.0 | 125 | 0.6577 | 1.1504 |
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| 0.6305 | 2.0 | 250 | 0.8363 | 0.4746 |
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| 0.1802 | 3.0 | 375 | 0.8631 | 0.3663 |
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| 0.0508 | 4.0 | 500 | 0.8690 | 0.3550 |
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| 0.0152 | 5.0 | 625 | 0.8839 | 0.3373 |
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| 0.0092 | 6.0 | 750 | 0.8839 | 0.3433 |
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| 0.0067 | 7.0 | 875 | 0.3768 | 0.8839 |
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| 0.002 | 8.0 | 1000 | 0.3861 | 0.875 |
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| 0.001 | 9.0 | 1125 | 0.3976 | 0.8810 |
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| 0.0009 | 10.0 | 1250 | 0.3989 | 0.8839 |
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| 0.0008 | 11.0 | 1375 | 0.4085 | 0.8839 |
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| 0.0006 | 12.0 | 1500 | 0.4185 | 0.8810 |
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| 0.0004 | 13.0 | 1625 | 0.4294 | 0.8780 |
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| 0.0004 | 14.0 | 1750 | 0.4326 | 0.8780 |
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| 0.0004 | 15.0 | 1875 | 0.4335 | 0.8810 |
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### Framework versions
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- Transformers 4.48.3
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logs/events.out.tfevents.1740279507.ca6c489f7bbc.211.2
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model.safetensors
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