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

Developed by NagaRamya
A fine-tuned version based on the google/mt5-small model on an unknown dataset, primarily used for English to Spanish summarization tasks.
Machine Translation
Transformers
Open Source License:Apache-2.0#Multilingual summarization generation#English-Spanish translation fine-tuning#Lightweight T5 model
Downloads 13
Release Time : 12/3/2024

Model Overview

This is a fine-tuned model based on the MT5-small architecture, specifically designed for English to Spanish text summarization tasks. The model was fine-tuned for 5 epochs on an unknown dataset, demonstrating gradual improvements in ROUGE metrics.

Model Features

Multilingual support
Based on the MT5 architecture, optimized specifically for English to Spanish text processing
Efficient fine-tuning
Achieved significant improvements in ROUGE metrics with relatively few training epochs (5 epochs)
Lightweight model
Uses the small-scale MT5 architecture, suitable for deployment in resource-limited environments

Model Capabilities

Text summarization generation
Cross-language text conversion
Sequence-to-sequence text generation

Use Cases

E-commerce
Product review summarization
Automatically summarize English product reviews into short Spanish descriptions
ROUGE-1 score 18.09, ROUGE-L score 17.22
Content localization
Cross-language content summarization
Automatically summarize and convert English content into Spanish versions
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