Text-Summarizer / README.md
Ashish Soni
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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

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

  1. Enter the text you want to summarize in the provided textbox.
  2. Click "Submit" to generate a summary.
  3. The summarized text will be displayed in the output box.