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A newer version of the Gradio SDK is available:
5.16.0
metadata
title: Text Summarizer
emoji: 📄➡️✂️
colorFrom: green
colorTo: purple
sdk: gradio
sdk_version: 4.41.0
app_file: app.py
pinned: false
license: afl-3.0
Text Summarization App
This application provides a simple interface to summarize text using a pre-trained model from Hugging Face's Transformers library. The model used under the hood is DISTILBART-12-6-CNN
, a distilled version of BART fine-tuned on the CNN/Daily Mail dataset.
Features
- Text Summarization: Generate concise summaries of input text.
- User-Friendly Interface: Built using Gradio for an easy-to-use web interface.
Model
- Model Used: DISTILBART-12-6-CNN
- Framework: Hugging Face Transformers
Software Packages
- Gradio: Used to create the web interface.
- Transformers: Used for model inference.
- Spaces: Utilized for GPU acceleration during model execution.
How to Use
- Enter the text you want to summarize in the provided textbox.
- Click "Submit" to generate a summary.
- The summarized text will be displayed in the output box.