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T5 Small Text Summarization
T
T5 Small Text Summarization
Developed by bhuvaneswari
基於T5-small架構在xsum數據集上微調的文本摘要模型，能夠生成簡潔的摘要內容。
Downloads 27
Release Time : 4/25/2025
Model Overview
該模型是專門針對文本摘要任務優化的T5-small版本，主要用於從長文本中提取關鍵信息生成簡潔摘要。
Model Features
高效摘要生成
在xsum數據集上微調，能夠生成高質量的文本摘要
輕量級模型
基於T5-small架構，參數規模適中，適合資源有限的環境
標準化評估
使用ROUGE指標進行性能評估，結果可比較性強
Model Capabilities
文本摘要生成
長文本壓縮
關鍵信息提取
Use Cases
新聞摘要
新聞文章摘要
自動生成新聞文章的簡短摘要
ROUGE-1得分28.69
文檔處理
報告摘要
從長報告中提取關鍵信息生成執行摘要
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