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This model is a fine-tuned version of facebook/deit-tiny-patch16-224 on the image_folder dataset. It achieves the following results on the evaluation set:

  • Loss: 2.2724
  • F1: 0.1240

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: 2e-05
  • train_batch_size: 4
  • eval_batch_size: 4
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • num_epochs: 0.001

Training results

Training Loss Epoch Step Validation Loss F1
No log 0.0 1 2.2724 0.1240

Framework versions

  • Transformers 4.17.0
  • Pytorch 1.11.0
  • Datasets 2.0.0
  • Tokenizers 0.11.6
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Evaluation results