Opus-mt-gv-en Open-Source Translation Model - Free and Fast Translation from Manx to English

Opus Mt Gv En

Developed by Helsinki-NLP

This is a Transformer-based machine translation model for Manx (gv) to English (en), developed by the Helsinki-NLP team.

Downloads 22

Release Time : 3/2/2022

Model Overview

This model is specifically designed for translating Manx to English, using the transformer-align architecture and trained on the OPUS dataset.

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.

OPUS dataset

Trained on the high-quality OPUS multilingual dataset, covering a wide range of translation scenarios.

Manx to English text translation

Handles standardized text input

Generates fluent target language output

Language translation

Bible translation

Used for translating religious texts from Manx to English

Achieved a BLEU score of 38.9 on the bible-uedin test set

Cultural preservation

Helps preserve and disseminate Manx cultural heritage

Property	Details
Source Languages	gv
Target Languages	en
OPUS Readme	gv-en
Dataset	opus
Model Type	transformer-align
Pre - processing	normalization + SentencePiece
Download Original Weights	opus-2020-01-09.zip
Test Set Translations	opus-2020-01-09.test.txt
Test Set Scores	opus-2020-01-09.eval.txt

testset	BLEU	chr-F
bible-uedin.gv.en	38.9	0.668

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