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# vit-base-patch16-224-fruits-360-16-7

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.
It achieves the following results on the evaluation set:
- Loss: 0.0010
- Accuracy: 1.0

## Model description

More information needed

## Intended uses & limitations

More information needed

## Training and evaluation data

More information needed

## Training procedure

### Training hyperparameters

The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 64
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 7

### Training results

| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|:-------------:|:-----:|:----:|:---------------:|:--------:|
| 0.04          | 1.0   | 1057 | 0.0216          | 0.9953   |
| 0.0053        | 2.0   | 2115 | 0.0081          | 0.9974   |
| 0.0252        | 3.0   | 3173 | 0.0043          | 0.9991   |
| 0.0221        | 4.0   | 4231 | 0.0038          | 0.9991   |
| 0.0116        | 5.0   | 5288 | 0.0010          | 1.0      |
| 0.0014        | 6.0   | 6346 | 0.0013          | 0.9997   |
| 0.0003        | 7.0   | 7399 | 0.0011          | 0.9996   |


### Framework versions

- Transformers 4.34.1
- Pytorch 2.1.0+cu118
- Datasets 2.14.6
- Tokenizers 0.14.1

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