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Flant5 Finetuned Summarize
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Flant5 Finetuned Summarize
Developed by harao-ml
A text summarization model fine-tuned based on google/flan-t5-base, specifically optimized for news content summarization
Downloads 479
Release Time : 5/6/2025
Model Overview
This model is fine-tuned on the CNN/Daily Mail dataset and excels at generating concise summaries for news articles
Model Features
News Summarization Optimization
Specially optimized for news content like CNN, significantly improving summary quality
Efficient Fine-tuning
Lightweight fine-tuning based on the powerful flan-t5-base model
End-to-End Text Transformation
Utilizes T5's standard text-to-text transformation architecture
Model Capabilities
News text summarization
Long text compression
Key information extraction
Use Cases
News Media
News Flash Generation
Automatically compress lengthy news reports into brief summaries
Helps readers quickly grasp key news points
Daily Brief Production
Automatically generate daily briefings containing multiple news summaries
Improves news editing efficiency
Content Analysis
Public Opinion Monitoring
Summarize and analyze large volumes of news content
Quickly identify public opinion trends and key events
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