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# finetuned-indian-food

This model is a fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k) on the indian_food_images dataset.
It achieves the following results on the evaluation set:
- Loss: 0.1966
- Accuracy: 0.9458

## 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: 0.0002
- train_batch_size: 16
- eval_batch_size: 8
- seed: 42
- optimizer: Use 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: 4
- mixed_precision_training: Native AMP

### Training results

| Training Loss | Epoch  | Step | Validation Loss | Accuracy |
|:-------------:|:------:|:----:|:---------------:|:--------:|
| 1.0792        | 0.3003 | 100  | 0.9595          | 0.8310   |
| 0.7392        | 0.6006 | 200  | 0.6229          | 0.8735   |
| 0.5819        | 0.9009 | 300  | 0.4570          | 0.8969   |
| 0.3794        | 1.2012 | 400  | 0.3989          | 0.9012   |
| 0.325         | 1.5015 | 500  | 0.3898          | 0.8937   |
| 0.4622        | 1.8018 | 600  | 0.3269          | 0.9086   |
| 0.2743        | 2.1021 | 700  | 0.2421          | 0.9437   |
| 0.3452        | 2.4024 | 800  | 0.2907          | 0.9160   |
| 0.2029        | 2.7027 | 900  | 0.2620          | 0.9309   |
| 0.2746        | 3.0030 | 1000 | 0.2221          | 0.9437   |
| 0.1373        | 3.3033 | 1100 | 0.2311          | 0.9330   |
| 0.1558        | 3.6036 | 1200 | 0.1966          | 0.9458   |
| 0.1272        | 3.9039 | 1300 | 0.2092          | 0.9426   |


### Framework versions

- Transformers 4.46.3
- Pytorch 2.5.1+cu121
- Tokenizers 0.20.3

burger butter_naan kaathi_rolls kadai_paneer kulfi masala_dosa momos paani_puri pakode pav_bhaji pizza samosa chai chapati chole_bhature dal_makhani dhokla fried_rice idli jalebi