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Bartkrame Abstract Mt5
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Bartkrame Abstract Mt5
Developed by krm
A summarization generation model fine-tuned based on google/mt5-small, supporting multilingual text summarization tasks
Downloads 14
Release Time : 10/15/2022
Model Overview
This model is a text summarization generation model fine-tuned based on the mT5-small architecture, primarily used to extract key information from long texts and generate concise summaries.
Model Features
Multilingual support
Based on the mT5 architecture, capable of processing multilingual texts
Efficient summarization
Able to extract key information from long texts and generate concise summaries
Fine-tuning optimization
Fine-tuned on specific datasets to improve summarization quality
Model Capabilities
Text summarization generation
Multilingual processing
Context-based text compression
Use Cases
Content summarization
News summarization
Automatically generate brief summaries of news articles
Rouge1 score reached 0.2223
Document summarization
Extract key information from long documents to generate executive summaries
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