CoolFace
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wvangils/CTRL-Beatles-Lyrics-finetuned-newlyrics

sourceHugging Faceupdated 4y agoView on Hugging Face
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Model Card

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CTRL-Beatles-Lyrics-finetuned-newlyrics

This model is a fine-tuned version of sshleifer/tiny-ctrl on the Cmotions - Beatles lyrics dataset. It will complete an input prompt with Beatles-like text.

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: 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
12.3611.03512.3685
12.35292.07012.3583
12.33743.010512.3401
12.31584.014012.3237
12.3015.017512.3180

Framework versions

  • —Transformers 4.19.2
  • —Pytorch 1.11.0+cu113
  • —Datasets 2.2.2
  • —Tokenizers 0.12.1