Opus-mt-de-eu Open-source Machine Translation Model - Freely Achieve Fast Translation from German to Basque

Opus Mt De Eu

Developed by Helsinki-NLP

This is a machine translation model from German to Basque based on the transformer-align architecture, developed by the Helsinki-NLP team.

Machine Translation

Transformers

Supports Multiple LanguagesOpen Source License:Apache-2.0 #German-Basque translation #transformer-align based #SentencePiece preprocessing

Downloads 18

Release Time : 3/2/2022

Model Overview

This model is specifically designed for text translation tasks between German and Basque, employing standardized preprocessing and SentencePiece tokenization techniques.

Model Features

Multilingual Support

Supports bidirectional translation between German and Basque

Advanced Architecture

Utilizes transformer-align architecture for high-quality translation results

Preprocessing Optimization

Employs standardization and SentencePiece tokenization for preprocessing

Model Capabilities

German to Basque text translation

Basque to German text translation

Use Cases

Language Translation

Text Translation

Translate German text into Basque

Achieved a BLEU score of 31.8 on the Tatoeba test set

Cross-language Communication

Facilitates cross-language communication between German and Basque speakers

🚀 deu - eus Translation Model

This project focuses on German to Basque translation, offering a transformer - align model with specific pre - processing and performance benchmarks.

🚀 Quick Start

The deu - eus model is designed for translating German text into Basque. You can download the original weights and test set translations from the provided links below.

✨ Features

Language Pair: Translates from German (deu) to Basque (eus).
Model Type: Uses the transformer - align model.
Pre - processing: Applies normalization and SentencePiece (spm12k, spm12k).

📦 Installation

There is no specific installation process described in the original document. However, you can download the necessary files:

Original Weights: opus - 2020 - 06 - 16.zip
Test Set Translations: opus - 2020 - 06 - 16.test.txt
Test Set Scores: opus - 2020 - 06 - 16.eval.txt

📚 Documentation

Language Pair Details

Source Group: German
Target Group: Basque
OPUS Readme: deu - eus

System Info

Property	Details
hf_name	deu - eus
source_languages	deu
target_languages	eus
opus_readme_url	https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/deu-eus/README.md
original_repo	Tatoeba - Challenge
tags	['translation']
languages	['de', 'eu']
src_constituents	{'deu'}
tgt_constituents	{'eus'}
src_multilingual	False
tgt_multilingual	False
prepro	normalization + SentencePiece (spm12k, spm12k)
url_model	https://object.pouta.csc.fi/Tatoeba-MT-models/deu-eus/opus-2020-06-16.zip
url_test_set	https://object.pouta.csc.fi/Tatoeba-MT-models/deu-eus/opus-2020-06-16.test.txt
src_alpha3	deu
tgt_alpha3	eus
short_pair	de - eu
chrF2_score	0.574
bleu	31.8
brevity_penalty	0.9209999999999999
ref_len	2829.0
src_name	German
tgt_name	Basque
train_date	2020 - 06 - 16
src_alpha2	de
tgt_alpha2	eu
prefer_old	False
long_pair	deu - eus
helsinki_git_sha	480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535
transformers_git_sha	2207e5d8cb224e954a7cba69fa4ac2309e9ff30b
port_machine	brutasse
port_time	2020 - 08 - 21 - 14:41

🔧 Technical Details

Benchmarks

Testset	BLEU	chr - F
Tatoeba - test.deu.eus	31.8	0.574

📄 License

This project is licensed under the Apache - 2.0 license.

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