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Opus Mt Tn En

Developed by Helsinki-NLP
This is a machine translation model based on the Transformer architecture, specifically designed for translating Tswana (tn) to English (en).
Machine Translation
Transformers
 Supports Multiple LanguagesOpen Source License:Apache-2.0#Tswana translation#Low-resource language#Transformer architecture
Downloads 2,051
Release Time : 3/2/2022

Model Overview

This model is part of the OPUS-MT project, focusing on the machine translation task from Tswana to English, employing the transformer-align architecture and SentencePiece tokenization technology.

Model Features

Based on OPUS corpus
Trained using the OPUS multilingual parallel corpus, ensuring high translation quality.
Transformer architecture
Utilizes the transformer-align architecture, optimizing translation alignment effects.
Standardized preprocessing
Employs standardized processing and SentencePiece tokenization to enhance model performance.

Model Capabilities

Text translation
Cross-language conversion
Natural language processing

Use Cases

Language services
Document translation
Translate Tswana documents into English.
Achieved a BLEU score of 43.4 on the JW300 test set.
Cross-language communication
Facilitate communication between Tswana and English speakers.
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