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Pegasus Xsum Finetuned Xlsum Summarization
PEGASUS-XSum is a pre-trained text summarization model based on the PEGASUS architecture, specifically optimized for extreme summarization (XSum) tasks.
Downloads 11.89k
Release Time : 5/20/2025
Model Overview
PEGASUS-XSum is a Transformer-based pre-trained model designed for generating extreme summarizations, i.e., very concise summaries. The model is fine-tuned on the XSum dataset and is suitable for generating summaries of news articles and similar texts.
Model Features
Extreme Summarization Generation
Specifically optimized for extreme summarization tasks, capable of generating very concise summaries.
Pre-trained Model
Based on the large-scale pre-trained PEGASUS architecture, with strong text comprehension capabilities.
Efficient Fine-tuning
Fine-tuned on the XSum dataset, suitable for generating summaries of news articles and similar texts.
Model Capabilities
Text Summarization Generation
Extreme Summarization Generation
News Article Summarization
Use Cases
News Summarization
News Article Summarization
Generate concise summaries for long news articles.
Produces highly condensed summaries that retain key information.
Document Summarization
Long Document Summarization
Generate brief summaries for lengthy documents.
Extracts the core content of documents to produce concise summaries.
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