
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->

# vit-base-dogs

This model is a fine-tuned version of [google/vit-large-patch16-224-in21k](https://huggingface.co/google/vit-large-patch16-224-in21k) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 0.1696
- Accuracy: 0.9607

## 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: 2e-05
- train_batch_size: 10
- eval_batch_size: 4
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10

### Training results

| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|:-------------:|:-----:|:----:|:---------------:|:--------:|
| 1.2208        | 1.0   | 591  | 0.3024          | 0.9343   |
| 0.4149        | 2.0   | 1182 | 0.2548          | 0.9268   |
| 0.3095        | 3.0   | 1773 | 0.2700          | 0.9329   |
| 0.2928        | 4.0   | 2364 | 0.1921          | 0.9444   |
| 0.2352        | 5.0   | 2955 | 0.1947          | 0.9472   |
| 0.1731        | 6.0   | 3546 | 0.2024          | 0.9458   |
| 0.1778        | 7.0   | 4137 | 0.1967          | 0.9526   |
| 0.156         | 8.0   | 4728 | 0.1780          | 0.9546   |
| 0.135         | 9.0   | 5319 | 0.1818          | 0.9553   |
| 0.1403        | 10.0  | 5910 | 0.1696          | 0.9607   |


### Framework versions

- Transformers 4.29.2
- Pytorch 2.0.1+cu118
- Datasets 2.12.0
- Tokenizers 0.13.3

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