Randeng Pegasus 238M Chinese
Chinese version of the PAGASUS-base model specialized in text summarization tasks
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Release Time : 6/9/2022
Model Overview
A Chinese text summarization model trained on the PEGASUS architecture, pre-trained using the WuDao corpus, and optimized for Chinese processing with integrated Jieba segmentation and BERT tokenizer
Model Features
Optimized Chinese Segmentation
Innovatively integrates Jieba segmentation with BERT tokenizer, optimized for Chinese language characteristics
Multiple Size Versions
Offers 238M base version and 523M large version to meet different scenario requirements
Pre-training Optimization
Pre-trained on 180GB WuDao corpus to enhance model generalization capabilities
Model Capabilities
Chinese Text Summarization Generation
Long Text Compression
Key Information Extraction
Use Cases
News Media
News Summarization Generation
Automatically generates concise summaries of news content
Example output: 'As of 9 PM yesterday, multiple executives, including the East China General Manager of Beijing Mercedes-Benz Sales Service Co., Ltd., remained in the Shanghai office.'
Business Analysis
Report Summarization
Automatically extracts core content from business reports
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