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GPT-Neo-125m-Beatles-Lyrics-finetuned-newlyrics

This model is a fine-tuned version of EleutherAI/gpt-neo-125M 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
  • train_batch_size: 8
  • eval_batch_size: 16
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 100
  • num_epochs: 5

Training results

Training Loss Epoch Step Validation Loss
2.4438 1.0 18 1.8004
2.1981 2.0 36 1.6985
1.9766 3.0 54 1.6487
1.8233 4.0 72 1.6384
1.6137 5.0 90 1.6574

Framework versions

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