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Mt5 Multilingual XLSum Finetuned Fa
This model is a generative summarization model fine-tuned on the Persian summarization dataset pn_summary based on mT5_multilingual_XLSum
Downloads 51
Release Time : 5/29/2022
Model Overview
This is a fine-tuned model for generative summarization of Persian text, based on the multilingual mT5 architecture, specifically optimized for Persian text summarization
Model Features
Persian optimization
Specially fine-tuned for Persian text, optimizing Persian summarization capabilities
Multilingual foundation
Based on the powerful multilingual mT5 model with cross-lingual transfer learning capabilities
Generative summarization
Uses generative approach rather than extractive, producing more fluent and natural summaries
Model Capabilities
Persian text summarization
Multilingual text processing
Abstractive summarization
Use Cases
News media
Persian news summarization
Automatically generates concise summaries of Persian news articles
Rouge-1 score of 45.12 indicates good summarization quality
Academic research
Persian paper summarization
Generates concise summaries for Persian academic papers
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