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JiaJiaCen/distilgpt2-disaster-twitter-v2

sourceHugging Facemitupdated 2y agoView on Hugging Face
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distilgpt2-disaster-twitter-v2

This model is a fine-tuned version of gpt2 on the None dataset. It achieves the following results on the evaluation set:

  • —Loss: 0.4696
  • —F1: 0.8120

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: 8
  • —evalbatchsize: 8
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —num_epochs: 3

Training results

Training LossEpochStepValidation LossF1
0.79481.07620.45570.7760
0.41012.015240.49400.7901
0.3423.022860.46960.8120

Framework versions

  • —Transformers 4.38.1
  • —Pytorch 2.1.2
  • —Datasets 2.1.0
  • —Tokenizers 0.15.2