title	emoji	colorFrom	colorTo	sdk	sdk_version	app_file	pinned
Text Summarization	😊	pink	blue	gradio	5.20.1	app.py	false

Text Summarization App

Welcome to the Text Summarization App! This application leverages the power of Hugging Face's BART model to provide high-quality text summarization. The app is built using Gradio, a user-friendly interface for machine learning models.

Features

• Input Text: Enter the text you want to summarize.
• Summarize: Click the "🔍 Summarize" button to generate a summary of the input text.
• Reset: Clear the input and output fields with the "🔄 Reset" button.
• Provide Feedback: Provide feedback on the generated summary with the "👍 Provide Feedback" button.
• Load Example: Load a sample text to see how the summarization works.

How to Use

1. Enter Text: Type or paste the text you want to summarize into the "Input Text" box.
2. Summarize: Click the "🔍 Summarize" button to generate a summary.
3. Reset: Click the "🔄 Reset" button to clear the input and output fields.
4. Feedback: Provide feedback on the summary using the "👍 Provide Feedback" button.
5. Example: Click the "📄 Load Example" button to load a sample text.

Model

This app uses the BART model from Hugging Face, which is a powerful transformer model for text summarization.

Link to Space

Visit the Hugging Facen App.

Acknowledgements

• Hugging Face: For providing the BART model and the transformers library.
• Gradio: For the easy-to-use interface for machine learning models.

License

This project is licensed under the MIT License. See the LICENSE file for details.