Randeng Pegasus 523M Summary Chinese
A Chinese PEGASUS-large model specialized in text summarization tasks, fine-tuned on multiple Chinese summarization datasets
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Release Time : 6/30/2022
Model Overview
A Chinese text summarization model based on the PEGASUS architecture, fine-tuned on 7 Chinese-domain text summarization datasets (approximately 4 million samples), suitable for generating high-quality Chinese summaries.
Model Features
Chinese Optimization
Specifically optimized and fine-tuned for Chinese text summarization tasks
Multi-domain Training
Trained on 7 different Chinese-domain datasets, covering education, news, social media, and other fields
Efficient Summarization
Based on the PEGASUS architecture, excels at extracting key information from long texts to generate concise summaries
Model Capabilities
Chinese text summarization generation
Key information extraction from long texts
Multi-domain text summarization
Use Cases
News Summarization
News Article Summarization
Extract key information from lengthy news reports to generate brief summaries
As shown in examples, can compress lengthy news into one key sentence summary
Social Media
Weibo Content Summarization
Summarize lengthy Weibo content
Achieves ROUGE-1 score of 48.00 on the LCSTS dataset
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