Opus-MT En-Mh Open-Source Machine Translation Model - Free and Accurate Translation from English to Marshallese

Opus Mt En Mh

Developed by Helsinki-NLP

English (EN) to Marshallese (MH) machine translation model trained on OPUS dataset, using transformer-align architecture

Machine Translation

Transformers

Supports Multiple LanguagesOpen Source License:Apache-2.0 #English-Marshallese Translation #Transformer-based #OPUS Dataset

Downloads 35

Release Time : 3/2/2022

Model Overview

This model is a neural machine translation model based on Transformer architecture, specifically designed for translating English text into Marshallese.

Model Features

Alignment Mechanism

Uses transformer-align architecture to enhance alignment capability between source and target languages

Preprocessing Optimization

Employs normalization and SentencePiece tokenization to improve translation quality

Multi-domain Support

Trained on OPUS multi-domain dataset, suitable for various text types

Model Capabilities

English to Marshallese text translation

Cross-language text conversion

Use Cases

Language Services

Document Translation

Translate English documents into Marshallese

Cross-language Communication

Facilitate communication between English and Marshallese speakers

Education

Language Learning

Serve as an auxiliary tool for English-Marshallese learning

Property	Details
Source Languages	en
Target Languages	mh
Dataset	opus
Model Type	transformer-align
Pre-processing	normalization + SentencePiece
Download Original Weights	opus-2020-01-08.zip
Test Set Translations	opus-2020-01-08.test.txt
Test Set Scores	opus-2020-01-08.eval.txt

Testset	BLEU	chr-F
JW300.en.mh	29.7	0.479

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Opus Mt En Mh

Model Overview

Model Features

Model Capabilities

Use Cases

🚀 opus-mt-en-mh

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