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Mbart Large 50 En Es Translation Lr 1e 05 Weight Decay 0.001
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Mbart Large 50 En Es Translation Lr 1e 05 Weight Decay 0.001

Developed by DrishtiSharma
An English-Spanish translation model fine-tuned based on facebook/mbart-large-50, achieving a BLEU score of 45.03 on the evaluation set.
Machine Translation
Transformers
Open Source License:MIT#English-Spanish translation#High BLEU score#Multi-round fine-tuning
Downloads 17
Release Time : 9/2/2023

Model Overview

This model is a multilingual machine translation model based on the mBART architecture, specifically optimized for English-to-Spanish translation tasks.

Model Features

High-quality translation
Achieves a BLEU score of 45.03 and a ROUGE-1 score of 0.70 on the evaluation set, indicating high translation quality.
Multilingual support
Based on the mBART-large-50 architecture, supporting translation capabilities for 50 languages.
Fine-tuned optimization
Optimized with a learning rate of 1e-05 and weight decay of 0.001, trained for 4 epochs to achieve optimal performance.

Model Capabilities

English-to-Spanish text translation
Multilingual text processing

Use Cases

Language services
Document translation
Automatically translate English documents into Spanish versions
Achieves translation quality with a BLEU score of 45.03
Multilingual content generation
Provide translation services for multilingual websites or applications
Education
Language learning assistance
Provide translation references for language learners
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