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Article Summarizer T5 Large

Developed by aszfcxcgszdx
An automatic summarization model trained based on FLAN-T5 large, suitable for English text summarization tasks.
Downloads 21
Release Time : 3/13/2023

Model Overview

This model is trained using the AutoTrain framework and is specifically designed for generating summaries of English texts. Based on the FLAN-T5 large architecture, it performs well on the CNN/DailyMail dataset.

Model Features

Efficient Summarization
Capable of quickly generating concise summaries of input texts.
FLAN-T5 Architecture
Utilizes the powerful FLAN-T5 large model architecture with excellent text comprehension capabilities.
Low-emission Training
Training process emits only 0.0061 grams of CO2, making it environmentally friendly and efficient.

Model Capabilities

English text summarization
Long text compression
Key information extraction

Use Cases

News Media
News Summarization
Automatically generates brief summaries of news articles
Rouge1 score reaches 44.548
Document Processing
Report Summarization
Automatically generates summaries of long documents or reports
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