Model save
Browse files- README.md +25 -7
- logs/events.out.tfevents.1740307209.b73576bf569b.1066.0 +2 -2
- model.safetensors +1 -1
README.md
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base_model: google/vit-hybrid-base-bit-384
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tags:
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- generated_from_trainer
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model-index:
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- name: vit-hybrid-base-bit-384_rice-leaf-disease-augmented-v2_fft
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results: []
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This model is a fine-tuned version of [google/vit-hybrid-base-bit-384](https://huggingface.co/google/vit-hybrid-base-bit-384) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- eval_loss: 0.3432
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- eval_runtime: 17.2537
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- eval_samples_per_second: 19.474
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- eval_steps_per_second: 0.638
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- step: 1750
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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: google/vit-hybrid-base-bit-384
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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: vit-hybrid-base-bit-384_rice-leaf-disease-augmented-v2_fft
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results: []
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This model is a fine-tuned version of [google/vit-hybrid-base-bit-384](https://huggingface.co/google/vit-hybrid-base-bit-384) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.3756
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- Accuracy: 0.9286
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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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| 1.203 | 1.0 | 250 | 0.8512 | 0.4459 |
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| 0.1159 | 2.0 | 500 | 0.9077 | 0.3121 |
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| 0.0136 | 3.0 | 750 | 0.9226 | 0.3433 |
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| 0.001 | 4.0 | 1000 | 0.9226 | 0.3377 |
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| 0.0003 | 5.0 | 1250 | 0.9226 | 0.3365 |
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| 0.0002 | 6.0 | 1500 | 0.9286 | 0.3366 |
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| 0.0002 | 7.0 | 1750 | 0.9286 | 0.3432 |
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| 0.0001 | 8.0 | 2000 | 0.3478 | 0.9286 |
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| 0.0001 | 9.0 | 2250 | 0.3530 | 0.9286 |
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| 0.0001 | 10.0 | 2500 | 0.3543 | 0.9286 |
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| 0.0001 | 11.0 | 2750 | 0.3592 | 0.9286 |
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| 0.0 | 12.0 | 3000 | 0.3698 | 0.9286 |
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| 0.0 | 13.0 | 3250 | 0.3730 | 0.9286 |
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| 0.0 | 14.0 | 3500 | 0.3750 | 0.9286 |
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| 0.0 | 15.0 | 3750 | 0.3756 | 0.9286 |
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### Framework versions
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- Transformers 4.48.3
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logs/events.out.tfevents.1740307209.b73576bf569b.1066.0
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model.safetensors
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