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Denyol/FakeNews-deberta-base-lowercase

sourceHugging Facemitupdated 3y agoView on Hugging Face
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Model Card

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FakeNews-deberta-base-lowercase

This model is a fine-tuned version of microsoft/deberta-base on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.1673
  • Accuracy: 0.9678

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: 4
  • evalbatchsize: 4
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lrschedulertype: linear
  • num_epochs: 5

Training results

Training LossEpochStepValidation LossAccuracy
0.23391.016050.23020.9533
0.16982.032100.49810.9112
0.18583.048150.24320.9589
0.13284.064200.16730.9678
0.08685.080250.22770.9636

Framework versions

  • Transformers 4.34.1
  • Pytorch 2.1.0+cu118
  • Datasets 2.14.6
  • Tokenizers 0.14.1