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legalaspro/oxford-pets-vit-with-kd

sourceHugging Faceapache-2.0updated 1y agoView on Hugging Face
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oxford-pets-vit-with-kd

This model is a fine-tuned version of WinKawaks/vit-tiny-patch16-224 on the pcuenq/oxford-pets dataset. It achieves the following results on the evaluation set:

  • —Loss: 4.1434
  • —Accuracy: 0.1407

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: 0.0003
  • —trainbatchsize: 48
  • —evalbatchsize: 48
  • —seed: 42
  • —optimizer: Use OptimizerNames.ADAMWTORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizerargs=No additional optimizer arguments
  • —lrschedulertype: linear
  • —num_epochs: 10

Training results

Training LossEpochStepValidation LossAccuracy
4.50421.01084.44370.0474
4.43592.02164.41820.0535
4.40743.03244.39970.0704
4.38214.04324.37650.0724
4.31575.05404.31760.0853
4.25456.06484.29020.0839
4.17647.07564.24780.1089
4.14078.08644.19370.1184
4.04079.09724.16300.1313
4.002310.010804.14340.1407

Framework versions

  • —Transformers 4.52.4
  • —Pytorch 2.6.0+cu124
  • —Datasets 3.6.0
  • —Tokenizers 0.21.1