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Khmer Mt5 Summarization

Developed by songhieng
This is an mT5 model fine-tuned for Khmer text summarization tasks, based on Google's mT5-small model. It was fine-tuned on a Khmer text dataset and can generate concise and semantically rich Khmer text summaries.
Downloads 58
Release Time : 2/11/2025

Model Overview

This model is specifically designed for automatic summarization of Khmer texts, suitable for summarizing articles, paragraphs, or documents.

Model Features

Khmer Optimization
Specially fine-tuned for Khmer text, optimizing summarization quality
Lightweight Model
Based on the mT5-small architecture, reducing computational resource requirements while maintaining performance
Multi-length Summaries
Supports generating summaries of different lengths through parameter adjustments

Model Capabilities

Khmer Text Understanding
Automatic Summarization
Long Text Compression

Use Cases

News Media
News Article Summarization
Automatically generates concise summaries of Khmer news articles
Helps readers quickly grasp key points of the news
Education & Research
Academic Paper Summarization
Generates structured summaries for Khmer academic papers
Improves efficiency in searching and reading research literature
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