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metadata
license: apache-2.0
tags:
  - generated_from_trainer
model-index:
  - name: DistilGPT2-Beatles-Lyrics-finetuned
    results: []
widget:
  - text: Last night in Kiev the
    example_title: Kiev
  - text: It hasn't rained in weeks
    example_title: Rain

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
  • train_batch_size: 4
  • eval_batch_size: 8
  • 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
2.748 1.0 165 2.3732
2.4395 2.0 330 2.1938
2.2968 3.0 495 2.1118
2.2075 4.0 660 2.0721
2.1393 5.0 825 2.0571

Framework versions

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