https://github.com/christinestraub/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).
https://github.com/christinestraub/text-generation-gradio-llm-app-using-huggingface-transformers

generative-ai generative-model gpt-2 huggingface huggingface-transformers llm text-generation

Last synced: 9 days ago
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This repository is a Text Generation app powered by the Huggingface's GPT-2 language model (LLM).

• Host: GitHub
• URL: https://github.com/christinestraub/text-generation-gradio-llm-app-using-huggingface-transformers
• Owner: christinestraub
• Created: 2023-12-11T09:57:48.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2023-12-11T16:36:18.000Z (about 1 year ago)
• Last Synced: 2024-12-07T13:06:09.564Z (about 1 month ago)
• Topics: generative-ai, generative-model, gpt-2, huggingface, huggingface-transformers, llm, text-generation
• Language: Jupyter Notebook
• Homepage:
• Size: 12.7 KB
• Stars: 1
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# 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.