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Opus Mt Fi St

Developed by Helsinki-NLP
A Transformer-based machine translation model from Finnish to Southern Sotho, developed by Helsinki-NLP team and trained on OPUS dataset.
Machine Translation
Transformers
 OtherOpen Source License:Apache-2.0#Finnish-Southern Sotho translation#Based on OPUS dataset#transformer-align architecture
Downloads 20
Release Time : 3/2/2022

Model Overview

This model is a neural machine translation model based on Transformer architecture, specifically designed for translating Finnish to Southern Sotho. It employs alignment mechanisms and SentencePiece tokenization technology, suitable for general text translation tasks.

Model Features

Alignment mechanism
Uses transformer-align architecture to better handle alignment relationships between source and target languages
Standardized preprocessing
Employs standardized preprocessing and SentencePiece tokenization to improve translation quality
Multilingual support
Focuses on translation between Finnish and Southern Sotho, filling the gap for low-resource language pairs

Model Capabilities

Text translation
Cross-language conversion

Use Cases

Language services
Document translation
Translate Finnish documents into Southern Sotho
Achieved 37.1 BLEU score on JW300 test set
Cross-language communication
Facilitate communication between Finnish and Southern Sotho speakers
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