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T5 Small Text Summarization
T
T5 Small Text Summarization
Developed by bhuvaneswari
A text summarization model fine-tuned on the xsum dataset based on the T5-small architecture, capable of generating concise summaries.
Downloads 27
Release Time : 4/25/2025
Model Overview
This model is a T5-small version specifically optimized for text summarization tasks, primarily used to extract key information from long texts and generate concise summaries.
Model Features
Efficient Summarization
Fine-tuned on the xsum dataset, capable of generating high-quality text summaries.
Lightweight Model
Based on the T5-small architecture with a moderate parameter size, suitable for resource-limited environments.
Standardized Evaluation
Performance evaluated using ROUGE metrics, ensuring strong comparability of results.
Model Capabilities
Text Summarization
Long Text Compression
Key Information Extraction
Use Cases
News Summarization
News Article Summarization
Automatically generates concise summaries of news articles.
ROUGE-1 score 28.69
Document Processing
Report Summarization
Extracts key information from long reports to generate executive summaries.
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