opus-mt-ar-pl Open Source Machine Translation Model - Achieve Accurate Arabic to Polish Translation for Free

Opus Mt Ar Pl

Developed by Helsinki-NLP

This is a Transformer-based machine translation model from Arabic to Polish, developed by the Helsinki-NLP team.

Supports Multiple LanguagesOpen Source License:Apache-2.0 #Arabic-Polish Translation #Standardized Preprocessing #SentencePiece Tokenization

Downloads 111

Release Time : 3/2/2022

Model Overview

This model is specifically designed for translating Arabic (including variants like Egyptian Arabic) into Polish, utilizing standardized and SentencePiece preprocessing techniques.

Model Features

Multi-dialect Support

Supports translation for multiple Arabic variants including Standard Arabic and Egyptian Arabic.

High-Quality Translation

Achieved high scores of 38.0 BLEU and 0.623 chr-F on the Tatoeba test set.

Standardized Preprocessing

Uses standardized and SentencePiece (spm32k) preprocessing techniques to enhance translation quality.

Model Capabilities

Arabic to Polish text translation

Supports multiple Arabic variant inputs

Use Cases

Language Services

Document Translation

Translate Arabic documents into Polish

Achieved a 38.0 BLEU score on the Tatoeba test set.

Cross-Language Communication

Facilitate communication between Arabic and Polish speakers

🚀 ara-pol

This project focuses on Arabic to Polish translation, offering a transformer-based model with specific pre - processing and test set evaluations.

🚀 Quick Start

This project provides a model for Arabic to Polish translation. You can download the original weights and test set translations from the provided links.

✨ Features

Translation Direction: Translates from Arabic to Polish.
Model Type: Transformer.
Pre - processing: Normalization + SentencePiece (spm32k,spm32k).

📦 Installation

No specific installation steps are provided in the original document.

📚 Documentation

General Information

Source Group: Arabic
Target Group: Polish
OPUS Readme: ara - pol
Model: Transformer
Source Language(s): ara arz
Target Language(s): pol
Pre - processing: normalization + SentencePiece (spm32k,spm32k)
Download Original Weights: opus - 2020 - 07 - 03.zip
Test Set Translations: opus - 2020 - 07 - 03.test.txt
Test Set Scores: opus - 2020 - 07 - 03.eval.txt

Benchmarks

Testset	BLEU	chr - F
Tatoeba - test.ara.pol	38.0	0.623

System Info

Property	Details
hf_name	ara - pol
source_languages	ara
target_languages	pol
opus_readme_url	https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/ara-pol/README.md
original_repo	Tatoeba - Challenge
tags	['translation']
languages	['ar', 'pl']
src_constituents	{'apc', 'ara', 'arq_Latn', 'arq', 'afb', 'ara_Latn', 'apc_Latn', 'arz'}
tgt_constituents	{'pol'}
src_multilingual	False
tgt_multilingual	False
prepro	normalization + SentencePiece (spm32k,spm32k)
url_model	https://object.pouta.csc.fi/Tatoeba-MT-models/ara-pol/opus-2020-07-03.zip
url_test_set	https://object.pouta.csc.fi/Tatoeba-MT-models/ara-pol/opus-2020-07-03.test.txt
src_alpha3	ara
tgt_alpha3	pol
short_pair	ar - pl
chrF2_score	0.623
bleu	38.0
brevity_penalty	0.948
ref_len	1171.0
src_name	Arabic
tgt_name	Polish
train_date	2020 - 07 - 03
src_alpha2	ar
tgt_alpha2	pl
prefer_old	False
long_pair	ara - pol
helsinki_git_sha	480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535
transformers_git_sha	2207e5d8cb224e954a7cba69fa4ac2309e9ff30b
port_machine	brutasse
port_time	2020 - 08 - 21 - 14:41

📄 License

This project is licensed under the Apache - 2.0 license.

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