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wvangils/DistilGPT2-Beatles-Lyrics-finetuned

sourceHugging Faceapache-2.0updated 4y agoView on Hugging Face
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DistilGPT2-Beatles-Lyrics-finetuned

This model is a fine-tuned version of distilgpt2 on the Huggingartists - beatles dataset. It will complete an input prompt with Beatles-like text.

Training hyperparameters

The following hyperparameters were used during training:

  • —learning_rate: 5e-05
  • —trainbatchsize: 4
  • —evalbatchsize: 8
  • —seed: 42
  • —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • —lrschedulertype: linear
  • —lrschedulerwarmup_steps: 100
  • —num_epochs: 5

Training results

Training LossEpochStepValidation Loss
2.7481.01652.3732
2.43952.03302.1938
2.29683.04952.1118
2.20754.06602.0721
2.13935.08252.0571

Framework versions

  • —Transformers 4.18.0
  • —Pytorch 1.11.0+cu113
  • —Datasets 2.2.0
  • —Tokenizers 0.12.1