Shakespear GPT2

🚀 output

This model is a fine - tuned version of gpt2 on a dataset of Shakespeare's plays, capable of generating Shakespearean - like text.

🚀 Quick Start

This model is a fine - tuned version of gpt2 on a dataset of Shakespeare's plays. It can generate text in a Shakespearean style.

✨ Features

• This model is a fine - tuned version of the original gpt - 2 model on a custom dataset.
• It can generate Shakespearean - like text, potentially reproducing the typographical structure of plays.

📚 Documentation

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

Framework versions

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

📄 License

This project is licensed under the MIT license.