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output

This model is a fine-tuned version of gpt2 on a dataset of Shakespeare's plays.

Model description

The model is the original gpt-2 model fine-tuned on a custom dataset.

Intended uses & limitations

The model can be used to generate Shakespearean-like text. Consider that because it comes from plays, such a typographical structure might be reproduced.

Training and evaluation data

Trained with Shakespeare's plays corpus.

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 5e-05
• train_batch_size: 1
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 2.0

Training results

Framework versions

• Transformers 4.16.0.dev0
• Pytorch 1.10.0+cu111
• Datasets 1.18.0
• Tokenizers 0.11.0