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Opus Mt En Ar

Developed by Helsinki-NLP
A Transformer-based machine translation model from English to Arabic, supporting multiple Arabic dialect variants.
Machine Translation Supports Multiple LanguagesOpen Source License:Apache-2.0#Multi-dialect Arabic support#Standardized preprocessing#SentencePiece tokenization
Downloads 86.85k
Release Time : 3/2/2022

Model Overview

This model is an English-Arabic translation system developed by the Helsinki-NLP team, using a standard Transformer architecture and supporting 8 Arabic variants including Modern Standard Arabic (ara).

Model Features

Multi-dialect support
Supports Modern Standard Arabic and 7 regional dialect variants, including Gulf Arabic, Egyptian Arabic, etc.
Standardized preprocessing
Uses standardized text preprocessing and SentencePiece tokenization technology (spm32k).
Language identifier
Implements multi-dialect switching through target language identifiers in the format >>id<<.

Model Capabilities

English to Arabic text translation
Multi-Arabic dialect conversion
Cross-language text conversion

Use Cases

Language services
Multi-dialect content localization
Translate English content into specific regional Arabic dialects
Supports precise conversion for 8 Arabic variants
Cross-cultural communication
Facilitates communication between English speakers and users of different Arabic dialects
BLEU 14.0 | chr-F 0.437 (Tatoeba test set)
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