Skip to content

This repository is a Text Generation app powered by the Huggingface's GPT-2 language model (LLM).

Notifications You must be signed in to change notification settings

christinestraub/Text-Generation-Gradio-LLM-App-Using-Huggingface-Transformers

Repository files navigation

Text Generation Gradio LLM App Using Huggingface Transformers

This repository is a Text Generation app powered by the Huggingface's GPT-2 language model (LLM). The app allows users to generate human-like text in a variety of styles and formats, making it a versatile tool for a wide range of applications, including content creation, chatbots, and more.

Features

  • Easy-to-Use Interface: The app provides a user-friendly interface that allows users to interact with the OpenAI LLM without needing to write any code.
  • Text Generation Options: Users can input prompts and configure parameters to control the style, tone, and length of the generated text.
  • Multiple Language Support: The OpenAI LLM supports multiple languages, enabling the generation of text in different languages.
  • Save and Export: Users can save or export generated text for later use in their projects.
  • Versatile Use Cases: This app can be used for a wide range of applications, including content generation, chatbots, writing assistance, and more.

Getting Started

To get started with the Text Generation LLM App, follow these steps:

  1. Clone or Download the Repository: Clone this repository to your local machine or download it as a ZIP file.

  2. Installation:

    • Install the necessary dependencies from requirements.txt file.
    • Install & import Gradio Library for User interface.
  3. Run the App:

    • Execute the codes line-by-line.
  4. Generate Text:

    • Input a prompt, configure the desired options, and click the "Generate" button to receive generated text.

Contributing

Contributions to this repository are welcome. If you have suggestions, improvements, or bug fixes, please create a pull request. Be sure to follow the contribution guidelines.

Acknowledgments

  • The app is built using the OpenAI GPT-2 language model, and we acknowledge the contributions of the OpenAI team to the field of natural language processing.
  • We would like to thank the open-source community for their support and contributions.

About

This repository is a Text Generation app powered by the Huggingface's GPT-2 language model (LLM).

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published