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# my_awesome_food_model

This model is a fine-tuned version of [jessicagabriel/my_awesome_food_model](https://huggingface.co/jessicagabriel/my_awesome_food_model) on the food101 dataset.
It achieves the following results on the evaluation set:
- Loss: 0.4388
- Accuracy: 0.8901

## 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: 10

### Training results

| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|:-------------:|:-----:|:----:|:---------------:|:--------:|
| 0.4631        | 1.0   | 947  | 0.4695          | 0.8811   |
| 0.4759        | 2.0   | 1894 | 0.5028          | 0.8700   |
| 0.3744        | 3.0   | 2841 | 0.4840          | 0.8754   |
| 0.3198        | 4.0   | 3788 | 0.4823          | 0.8769   |
| 0.3655        | 5.0   | 4735 | 0.4658          | 0.8815   |
| 0.2994        | 6.0   | 5682 | 0.4854          | 0.8770   |
| 0.2268        | 7.0   | 6629 | 0.4617          | 0.8837   |
| 0.2735        | 8.0   | 7576 | 0.4479          | 0.8874   |
| 0.1579        | 9.0   | 8523 | 0.4487          | 0.8874   |
| 0.2327        | 10.0  | 9470 | 0.4388          | 0.8901   |


### Framework versions

- Transformers 4.33.3
- Pytorch 2.0.1+cu118
- Datasets 2.14.5
- Tokenizers 0.13.3

{"license": "apache-2.0", "tags": ["generated_from_trainer"], "datasets": ["food101"], "metrics": ["accuracy"], "base_model": "jessicagabriel/my_awesome_food_model", "model-index": [{"name": "my_awesome_food_model", "results": [{"task": {"type": "image-classification", "name": "Image Classification"}, "dataset": {"name": "food101", "type": "food101", "config": "default", "split": "train", "args": "default"}, "metrics": [{"type": "accuracy", "value": 0.8900990099009901, "name": "Accuracy"}]}]}]}
transformers pytorch vit image-classification generated_from_trainer dataset:food101 base_model:jessicagabriel/my_awesome_food_model license:apache-2.0 model-index autotrain_compatible endpoints_compatible region:us