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Mbart Large 50 English Spanish Translation

Developed by DunnBC22
A fine-tuned English-Spanish bidirectional translation model based on mbart-large-50, demonstrating excellent performance across multiple evaluation metrics
Downloads 35
Release Time : 12/29/2022

Model Overview

This model is a machine translation model fine-tuned on specific datasets based on facebook/mbart-large-50, specifically designed for text translation tasks between English and Spanish.

Model Features

High-quality translation
Achieved a BLEU score of 41.44 and a METEOR score of 0.6479 on the evaluation set, indicating high translation quality
Bidirectional translation support
Supports bidirectional translation between English and Spanish
Based on mBART architecture
Fine-tuned from the powerful mBART-large-50 multilingual model, with excellent language understanding capabilities

Model Capabilities

English to Spanish translation
Spanish to English translation
Long text translation

Use Cases

Language services
Document translation
Convert business documents, technical documents, etc. between English and Spanish
Accurate semantic preservation of the original text
Content localization
Assist content creators in localizing English content into Spanish versions
Improve content acceptance in Spanish-speaking markets
Education
Language learning assistance
Provide translation references for language learners
Help understand the correspondence between the two languages
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