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# dvm-cars-vit-first-5k

This model is a fine-tuned version of [google/vit-base-patch16-224](https://huggingface.co/google/vit-base-patch16-224) on the TalonMeyer/dvm-cars-dataset-first-5k dataset.
It achieves the following results on the evaluation set:
- Loss: 2.3711
- Accuracy: 0.4431

## 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: 16
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5

### Training results

| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|:-------------:|:-----:|:----:|:---------------:|:--------:|
| 3.1701        | 1.0   | 251  | 2.9441          | 0.2994   |
| 2.5577        | 2.0   | 502  | 2.6693          | 0.3333   |
| 2.3469        | 3.0   | 753  | 2.5099          | 0.3593   |
| 2.1792        | 4.0   | 1004 | 2.4285          | 0.4032   |
| 2.0967        | 5.0   | 1255 | 2.4063          | 0.4152   |


### Framework versions

- Transformers 4.44.2
- Pytorch 2.4.0+cu121
- Datasets 2.21.0
- Tokenizers 0.19.1

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