Shakespeare-GPT Space

This space is a demonstration of a fine-tuned GPT-2 model trained on Shakespearean text, offering users the ability to generate text inspired by the Bard's style.

Features

Generate Text: Input a prompt and let the model generate Shakespearean-style text.
Customizable Settings: Adjust parameters like maximum length, temperature, and sampling method (e.g., top-p, top-k) for fine-tuned control over the output.
Gradio Interface: User-friendly interface powered by Gradio for seamless interaction.

How to Use

Enter a prompt in the input box.
Adjust settings (optional) for generation control.
Click the "Generate" button and wait for your text to appear.

Example Prompts

"Oh noble knight, what hast thou seen?"
"To love or not to love, that is the query."
"The moon shines brightly upon the silent woods."

Technologies

Model: GPT-2 fine-tuned on Shakespearean text.
Framework: Gradio for the web interface.
Platform: Hosted on Hugging Face Spaces.

Requirements

This space uses the following dependencies (also listed in requirements.txt):

gradio
transformers
torch

About the Model

The model was fine-tuned using the tinyShakespeare dataset. Its outputs are influenced by the training data, generating text that resembles Shakespearean prose and verse.

Acknowledgments

Special thanks to Hugging Face and Gradio for providing the tools to make this project possible.

License

This project is under the apache-2.0 license.