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Opus Mt En Umb
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Opus Mt En Umb

Developed by Helsinki-NLP
opus-mt-en-umb is a machine translation model based on the Transformer architecture, specifically designed for translating English (en) to Umbundu (umb).
Machine Translation
Transformers
 Supports Multiple LanguagesOpen Source License:Apache-2.0#English-Umbundu translation#Based on OPUS dataset#transformer-align architecture
Downloads 42
Release Time : 3/2/2022

Model Overview

This model is a machine translation model trained on the OPUS dataset, employing the Transformer-align architecture to support English-to-Umbundu translation tasks.

Model Features

Based on OPUS dataset
The model is trained using the OPUS dataset, ensuring translation quality and data diversity.
Transformer-align architecture
Utilizes the Transformer-align architecture to optimize translation alignment.
Standardized preprocessing
Input text undergoes standardization and SentencePiece preprocessing, enhancing model processing efficiency.

Model Capabilities

English-to-Umbundu text translation

Use Cases

Language translation
English-to-Umbundu document translation
Translate English documents into Umbundu for cross-language communication.
Achieved scores of BLEU 28.6 and chr-F 0.510 on the JW300.en.umb test set.
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