Psoriasis-M-vit-large-patch16-224-in21k

This model is a fine-tuned version of google/vit-large-patch16-224-in21k on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 0.1464
• Accuracy: 0.9792

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: 5

Training results

Training Loss	Epoch	Step	Validation Loss	Accuracy
No log	0.92	6	1.1103	0.6667
1.4249	2.0	13	0.5429	0.875
1.4249	2.92	19	0.3529	0.9167
0.3823	4.0	26	0.2861	0.9375
0.1072	4.62	30	0.2801	0.9375
No log	0.92	6	0.2647	0.9167
0.0527	2.0	13	0.1843	0.9792
0.0527	2.92	19	0.1604	0.9792
0.0138	4.0	26	0.1480	0.9792
0.0074	4.62	30	0.1464	0.9792

Framework versions

• Transformers 4.39.3
• Pytorch 2.1.2
• Datasets 2.18.0
• Tokenizers 0.15.2