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Opus Mt Fr Ts
opus-mt-fr-ts is a machine translation model based on the transformer-align architecture, specifically designed for translating French (fr) to Tswana (ts).
Downloads 16
Release Time : 3/2/2022
Model Overview
This model is a machine translation model trained on the OPUS dataset, utilizing the transformer-align architecture and SentencePiece preprocessing technology, supporting translation tasks from French to Tswana.
Model Features
Based on OPUS Dataset
The model is trained using the OPUS dataset, ensuring broad coverage and adaptability across multiple domains for translation quality.
transformer-align Architecture
Utilizes the transformer-align architecture, optimizing translation alignment and improving translation accuracy.
SentencePiece Preprocessing
Employs SentencePiece for text preprocessing, effectively handling out-of-vocabulary and rare words.
Model Capabilities
Text translation from French to Tswana
Supports translation across multiple domains
Use Cases
Multilingual Translation
Translating French Documents to Tswana
Translate French documents, web pages, or content into Tswana, suitable for multilingual content publishing.
Achieved scores of BLEU 31.4 and chr-F 0.525 on the JW300 test set.
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