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Finetune GPT-2 on Lovecraft H.P. texts

Repository contains scripts for full-weight finetuning of model from Hugging Face Transformers.
Model name, device type, batch size, epochs are given in hyperparams.py file.
Full process pipeline listed in finetuning_notebook.ipynb file.

Here's some examples of generations:

  • prompt='Necronomicon, min length=16, max length=32'' img.png]
  • prompt='Nameless, min length=16, max length=32'' img.png