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kpalczewski-displate/category_cleaning

sourceHugging Faceupdated 3y agoView on Hugging Face
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Model Card

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category_cleaning

This model was trained from scratch on the Displate/category_cleaning dataset. It achieves the following results on the evaluation set:

  • Loss: 4.5536

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
  • trainbatchsize: 64
  • evalbatchsize: 64
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lrschedulertype: linear
  • num_epochs: 3.0

Training results

Training LossEpochStepValidation Loss
3.01730.261004.2489
2.81460.512004.2605
2.71770.773004.2547
2.63381.024004.3864
2.1021.285004.3538
2.10151.536004.3395
2.06911.797004.3363
1.94222.048004.6331
1.44052.39004.5653
1.38962.5510004.5768
1.37352.8111004.5610

Framework versions

  • Transformers 4.39.0.dev0
  • Pytorch 2.1.0+cu121
  • Datasets 2.18.0
  • Tokenizers 0.15.2