End of training
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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: mutli_class_clasification
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results: []
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# mutli_class_clasification
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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: 5
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### Framework versions
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- Transformers 4.55.3
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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: mutli_class_clasification
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results: []
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# mutli_class_clasification
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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: 0.8333
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- Accuracy: 0.8796
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## Model description
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- lr_scheduler_type: linear
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- num_epochs: 5
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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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| 1.4273 | 1.0 | 370 | 0.8333 | 0.8796 |
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| 0.4584 | 2.0 | 740 | 0.4355 | 0.9161 |
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| 0.354 | 3.0 | 1110 | 0.3483 | 0.9296 |
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| 0.299 | 4.0 | 1480 | 0.3173 | 0.9330 |
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| 0.2639 | 5.0 | 1850 | 0.3092 | 0.9310 |
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### Framework versions
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- Transformers 4.55.3
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model.safetensors
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