Akhil941/multi-model-text-summarization

Multi-Model Text Summarization

Compare BART, T5, and Pegasus models for text summarization with evaluation metrics.

Features

• —Three Models: BART, T5, and Pegasus comparison
• —ROUGE Scores: F1 evaluation metrics
• —Similarity Analysis: TF-IDF model comparison
• —Real-time: Powered by HuggingFace Inference API

Usage

1. 1.Enter text to summarize (minimum 10 words)
2. 2.Click "Generate Summaries"
3. 3.Compare outputs and metrics

Models

• —BART: facebook/bart-large-cnn - General summarization
• —T5: t5-small - Text-to-text tasks
• —Pegasus: google/pegasus-xsum - News summarization

Built with Streamlit and HuggingFace Transformers.