Opus-MT En - Gil Open-Source Machine Translation Model - Free English to Gilbertese Translation

Opus Mt En Gil

Developed by Helsinki-NLP

opus-mt-en-gil is a machine translation model based on the Transformer architecture, specifically designed for translating English (en) to Gilbertese (gil).

Machine Translation

Transformers

Supports Multiple LanguagesOpen Source License:Apache-2.0 #English-Gilbertese Translation #Transformer-based #Multilingual Machine Translation

Downloads 30

Release Time : 3/2/2022

Model Overview

This model is a machine translation model trained on the OPUS dataset, utilizing the Transformer-align architecture, supporting English to Gilbertese translation tasks.

Model Features

Based on OPUS Dataset

The model is trained on the OPUS dataset, ensuring broad coverage for translation quality.

Transformer-align Architecture

Utilizes the Transformer-align architecture, optimizing translation alignment effects.

Standardized Preprocessing

Input text undergoes standardization and SentencePiece preprocessing, enhancing model robustness.

Model Capabilities

English to Gilbertese Text Translation

Use Cases

Language Translation

English to Gilbertese Document Translation

Translate English documents into Gilbertese, suitable for multilingual document processing.

Achieved scores of BLEU 38.8 and chr-F 0.604 on the JW300.en.gil test set.

Property	Details
Source Languages	en
Target Languages	gil
OPUS Readme	en-gil
Dataset	opus
Model Type	transformer-align
Pre-processing	normalization + SentencePiece
Download Original Weights	opus-2020-01-20.zip
Test Set Translations	opus-2020-01-20.test.txt
Test Set Scores	opus-2020-01-20.eval.txt

testset	BLEU	chr-F
JW300.en.gil	38.8	0.604

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Opus Mt En Gil

Model Overview

Model Features

Model Capabilities

Use Cases

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