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Opus Mt Ht En
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Opus Mt Ht En

Developed by Helsinki-NLP
This is a Transformer-based machine translation model for Haitian Creole (ht) to English (en), developed by the Helsinki-NLP team.
Machine Translation
Transformers
 Supports Multiple LanguagesOpen Source License:Apache-2.0#Haitian Creole translation#Transformer-based#Multi-domain applicability
Downloads 52
Release Time : 3/2/2022

Model Overview

This model is specifically designed for translating Haitian Creole text into English, using the transformer-align architecture with SentencePiece preprocessing.

Model Features

Alignment mechanism
Uses transformer-align architecture to better handle alignment relationships between source and target languages
Standardized preprocessing
Employs standardization and SentencePiece for text preprocessing to improve translation quality
Multi-dataset training
Trained on multilingual datasets like OPUS, demonstrating strong generalization capabilities

Model Capabilities

Haitian Creole to English translation
Cross-language text conversion

Use Cases

Language services
Document translation
Translate Haitian Creole documents into English
Achieved 37.5 BLEU score on JW300 test set
Conversation translation
Real-time translation between Haitian Creole and English conversations
Achieved 57.0 BLEU score on Tatoeba test set
Education
Language learning aid
Assist students learning Haitian Creole or English with language comparison
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