Pegasus X Base Synthsumm Open 16k
A text summarization model fine-tuned based on pegasus-x-base, trained with synthetic data, excelling in long document summarization tasks.
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Release Time : 10/30/2024
Model Overview
This is a text summarization model based on the PEGASUS-X architecture, specifically optimized for long document summarization tasks. The model was fine-tuned on synthetic datasets and is capable of generating high-quality summaries.
Model Features
Long Document Processing Capability
Supports summarization tasks for long documents up to 16,384 tokens.
Synthetic Data Training
Trained with synthetic data from various domains, enhancing the model's generalization ability.
Efficient Inference
Despite its modest size, the model delivers excellent summarization quality with high inference efficiency.
Model Capabilities
Text Summarization Generation
Long Document Processing
Multi-domain Text Understanding
Use Cases
Document Processing
Research Report Summarization
Automatically generates concise summaries of academic papers or research reports.
Produces summaries that accurately capture the key points of the original text.
News Article Summarization
Generates key information summaries for long news articles.
Extracts the core elements of news events.
Content Analysis
Business Document Analysis
Extracts key information from business reports or market analyses.
Generates concise summaries of business highlights.
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