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Mt5 Small Finetuned Amazon En Es
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Mt5 Small Finetuned Amazon En Es

Developed by QHWU1228
A summarization model fine-tuned on the Amazon English-Spanish dataset based on google/mt5-small, supporting English to Spanish text summarization tasks.
Machine Translation
Transformers
Open Source License:Apache-2.0#English-Spanish summarization#Multilingual fine-tuning#Small-scale efficiency
Downloads 17
Release Time : 11/28/2024

Model Overview

This model is a fine-tuned version of MT5-small, specifically designed for English to Spanish text summarization tasks. Training on specific datasets improves performance in cross-language summarization scenarios.

Model Features

Cross-language summarization capability
Specifically optimized for English to Spanish summarization tasks
Lightweight model
Based on MT5-small architecture with moderate parameter size, suitable for resource-limited environments
Fine-tuning optimization
Fine-tuned on domain-specific datasets to enhance performance in professional scenarios

Model Capabilities

Text summarization
Cross-language conversion
Natural language processing

Use Cases

E-commerce
Product review summarization
Automatically summarize English product reviews into short Spanish descriptions
Rouge1 score reached 16.6252
Content localization
Multilingual content summarization
Helps content creators quickly generate summaries in different languages
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