Opus-MT ID-SV Open-Source Machine Translation Model - Achieve Accurate Free Translation from Indonesian to Swedish

Opus Mt Id Sv

Developed by Helsinki-NLP

This is a Transformer-based machine translation model for Indonesian to Swedish, developed by the Helsinki-NLP team.

OtherOpen Source License:Apache-2.0 #Indonesian-Swedish Translation #Transformer-based #Multilingual Machine Translation

Downloads 920

Release Time : 3/2/2022

Model Overview

This model is specifically designed for translating Indonesian text into Swedish, using the Transformer-align architecture with SentencePiece preprocessing.

Model Features

Based on OPUS Dataset

The model is trained using the OPUS multilingual parallel corpus, ensuring translation quality.

SentencePiece Preprocessing

Utilizes SentencePiece for text normalization and tokenization, improving model processing efficiency.

Alignment Mechanism

Employs the transformer-align architecture to enhance alignment capability between source and target languages.

Model Capabilities

Indonesian to Swedish text translation

Supports long text translation

Batch text processing

Use Cases

Text Translation

Document Translation

Translate Indonesian documents into Swedish

Achieved 32.7 BLEU score on the JW300 test set

Website Localization

Assist in localizing Indonesian website content into Swedish versions

Property	Details
Source Languages	id
Target Languages	sv
Dataset	opus
Model Type	transformer-align
Pre - processing	normalization + SentencePiece

Testset	BLEU	chr - F
JW300.id.sv	32.7	0.527

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Opus Mt Id Sv

Model Overview

Model Features

Model Capabilities

Use Cases

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