CoolFace
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1nferno/Fake_news_detection

sourceHugging Faceapache-2.0updated 3y agoView on Hugging Face
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Model Card

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Fakenewsdetection

This model is a fine-tuned version of Bert on an Fake news dataset ( https://huggingface.co/datasets/ErfanMoosaviMonazzah/fake-news-detection-dataset-English ).

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
  • —trainbatchsize: 16
  • —evalbatchsize: 16
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 2

Training results

Training LossEpochStepValidation LossAccuracy
0.00151.022450.00001.0
0.00052.044900.00001.0

Framework versions

  • —Transformers 4.35.2
  • —Pytorch 2.1.0+cu121
  • —Datasets 2.16.1
  • —Tokenizers 0.15.0