
<!-- 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. -->

# triage_R5_model

This model is a fine-tuned version of [microsoft/swin-tiny-patch4-window7-224](https://huggingface.co/microsoft/swin-tiny-patch4-window7-224) on the None dataset.
It achieves the following results on the evaluation set:
- Loss: 1.0123
- Accuracy: 0.6837

## 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: 32
- eval_batch_size: 32
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 128
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 12

### Training results

| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|:-------------:|:-----:|:----:|:---------------:|:--------:|
| 2.0452        | 1.0   | 159  | 1.9622          | 0.3814   |
| 1.7034        | 2.0   | 319  | 1.5695          | 0.4923   |
| 1.441         | 3.0   | 479  | 1.4427          | 0.5433   |
| 1.2908        | 4.0   | 639  | 1.2970          | 0.5895   |
| 1.2294        | 5.0   | 798  | 1.2293          | 0.6071   |
| 1.1097        | 6.0   | 958  | 1.1892          | 0.6300   |
| 1.0342        | 7.0   | 1118 | 1.1048          | 0.6546   |
| 0.9644        | 8.0   | 1278 | 1.0731          | 0.6678   |
| 0.8534        | 9.0   | 1437 | 1.0367          | 0.6766   |
| 0.8037        | 10.0  | 1597 | 1.0211          | 0.6802   |
| 0.7765        | 11.0  | 1757 | 1.0073          | 0.6885   |
| 0.7658        | 11.94 | 1908 | 1.0123          | 0.6837   |


### Framework versions

- Transformers 4.30.2
- Pytorch 2.0.1+cu118
- Datasets 2.13.1
- Tokenizers 0.13.3

acne and rosacea actinic keratosis bcc other malignant lesions allergic reactions & similar atopic dermatitis eczema bullous disease hair loss alopecia and other hair diseases melanoma (skin cancer) nevi and moles nail fungus and other nail disease pigmentation disorders psoriasis & related diseases seborrheic keratoses and other benign tumors tinea ringworm candida urticaria (hives) vascular tumors vasculitis viral exanthems warts (molluscum) and other viral infections