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# oxford-pets-vit-with-kd

This model is a fine-tuned version of [WinKawaks/vit-tiny-patch16-224](https://huggingface.co/WinKawaks/vit-tiny-patch16-224) on the pcuenq/oxford-pets dataset.
It achieves the following results on the evaluation set:
- Loss: 4.1434
- Accuracy: 0.1407

## 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: 0.0003
- train_batch_size: 48
- eval_batch_size: 48
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 10

### Training results

| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|:-------------:|:-----:|:----:|:---------------:|:--------:|
| 4.5042        | 1.0   | 108  | 4.4437          | 0.0474   |
| 4.4359        | 2.0   | 216  | 4.4182          | 0.0535   |
| 4.4074        | 3.0   | 324  | 4.3997          | 0.0704   |
| 4.3821        | 4.0   | 432  | 4.3765          | 0.0724   |
| 4.3157        | 5.0   | 540  | 4.3176          | 0.0853   |
| 4.2545        | 6.0   | 648  | 4.2902          | 0.0839   |
| 4.1764        | 7.0   | 756  | 4.2478          | 0.1089   |
| 4.1407        | 8.0   | 864  | 4.1937          | 0.1184   |
| 4.0407        | 9.0   | 972  | 4.1630          | 0.1313   |
| 4.0023        | 10.0  | 1080 | 4.1434          | 0.1407   |


### Framework versions

- Transformers 4.52.4
- Pytorch 2.6.0+cu124
- Datasets 3.6.0
- Tokenizers 0.21.1

abyssinian bengal birman bombay british shorthair egyptian mau maine coon persian ragdoll russian blue siamese sphynx american bulldog american pit bull terrier basset hound beagle boxer chihuahua english cocker spaniel english setter german shorthaired great pyrenees havanese japanese chin keeshond leonberger miniature pinscher newfoundland pomeranian pug saint bernard samoyed scottish terrier shiba inu staffordshire bull terrier wheaten terrier yorkshire terrier