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Pegasus X Large Book Summary

Developed by pszemraj
A book summarization generation model based on the Pegasus-X-Large architecture, excelling in handling summarization tasks for long documents and book content.
Downloads 734
Release Time : 9/16/2022

Model Overview

This model is specifically designed for generating summaries of books and long documents, supports English text processing, and is released under the Apache-2.0 and BSD-3-Clause licenses.

Model Features

Long Document Processing Capability
Specially optimized for handling summarization tasks of books and long documents
High-Quality Summaries
Generates high-quality summaries with strong performance on ROUGE metrics
Multi-License Support
Supports both Apache-2.0 and BSD-3-Clause licenses for flexible usage

Model Capabilities

Book Summarization Generation
Long Document Summarization
Text Summarization
English Text Processing

Use Cases

Academic Research
Scientific Paper Summarization
Generates concise summaries for lengthy scientific papers
Achieved a score of 33.14 on the ROUGE-1 metric
Government Report Processing
Government Report Summarization
Processes lengthy government reports and generates summaries
Achieved a score of 39.73 on the ROUGE-1 metric
Book Content Summarization
Book Chapter Summarization
Generates content summaries for book chapters
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