Opus-mt-it-ar Open Source Machine Translation Model - Free Italian to Arabic Translation

Opus Mt It Ar

Developed by Helsinki-NLP

This is a Transformer-based machine translation model for Italian to Arabic, developed by the Helsinki-NLP team and released under the Tatoeba-Challenge project.

Machine Translation

Transformers

Supports Multiple LanguagesOpen Source License:Apache-2.0 #Italian-Arabic translation #Multi-dialect support #SentencePiece preprocessing

Downloads 108

Release Time : 3/2/2022

Model Overview

This model is specifically designed for translating Italian text into Arabic, suitable for cross-language communication scenarios.

Model Features

Multi-dialect Support

Supports translation into various Arabic dialects, including Standard Arabic and regional dialects.

Standardized Preprocessing

Uses standardized text preprocessing and SentencePiece technology to enhance translation quality.

Open Source License

Released under the Apache 2.0 license, allowing for both commercial and research use.

Model Capabilities

Italian to Arabic text translation

Multi-dialect Arabic support

Use Cases

Cross-language Communication

Tourism Information Translation

Translating Italian travel guides into Arabic for the convenience of Arabic-speaking tourists.

Business Document Translation

Translating Italian business contracts or emails into Arabic to facilitate international business exchanges.

Education

Learning Material Translation

Translating Italian educational materials into Arabic to assist Arabic-speaking students.

🚀 ita-ara Translation Model

This is a translation model for converting Italian to Arabic, offering reliable translation capabilities.

✨ Features

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

📦 Installation

No specific installation steps are provided in the original document, so this section is skipped.

📚 Documentation

Model Information

Source Group: Italian
Target Group: Arabic
OPUS Readme: ita-ara
Model: transformer
Source Language(s): ita
Target Language(s): ara
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.ita.ara	21.9	0.517

System Info

Property	Details
hf_name	ita - ara
source_languages	ita
target_languages	ara
opus_readme_url	https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/ita-ara/README.md
original_repo	Tatoeba - Challenge
tags	['translation']
languages	['it', 'ar']
src_constituents	{'ita'}
tgt_constituents	{'apc', 'ara', 'arq_Latn', 'arq', 'afb', 'ara_Latn', 'apc_Latn', 'arz'}
src_multilingual	False
tgt_multilingual	False
prepro	normalization + SentencePiece (spm32k,spm32k)
url_model	https://object.pouta.csc.fi/Tatoeba-MT-models/ita-ara/opus-2020-07-03.zip
url_test_set	https://object.pouta.csc.fi/Tatoeba-MT-models/ita-ara/opus-2020-07-03.test.txt
src_alpha3	ita
tgt_alpha3	ara
short_pair	it - ar
chrF2_score	0.517
bleu	21.9
brevity_penalty	0.95
ref_len	1161.0
src_name	Italian
tgt_name	Arabic
train_date	2020 - 07 - 03
src_alpha2	it
tgt_alpha2	ar
prefer_old	False
long_pair	ita - ara
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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