Opus-MT-SV-TUM Open-Source Translation Model - Free Swedish to Tumbuka Translation

Opus Mt Sv Tum

Developed by Helsinki-NLP

Transformer-based machine translation model for Swedish (sv) to Tumbuka (tum), developed by the Helsinki-NLP team

Downloads 37

Release Time : 3/2/2022

Model Overview

This model is a neural machine translation model trained on the OPUS dataset, specifically designed for Swedish to Tumbuka translation tasks.

Transformer-based architecture

Utilizes the advanced transformer-align architecture to deliver high-quality translations

Standardized preprocessing

Employs standardization and SentencePiece for text preprocessing to enhance translation quality

Multilingual support

Focuses on the less common language pair of Swedish to Tumbuka translation

Text translation

Cross-language conversion

Language services

Document translation

Translate Swedish documents into Tumbuka

Achieved a BLEU score of 22.0 on the JW300 test set

Cross-language communication

Facilitate communication between Swedish and Tumbuka speakers

Property	Details
Source Languages	sv (Swedish)
Target Languages	tum (Tumbuka)
OPUS Readme	sv-tum
Dataset	opus
Model Type	transformer-align
Pre - processing	normalization + SentencePiece

testset	BLEU	chr-F
JW300.sv.tum	22.0	0.475

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