Opus-mt-is-de Open-Source Machine Translation Model - Achieve Accurate Free Translation from Icelandic to German

Opus Mt Is De

Developed by Helsinki-NLP

This is an Icelandic to German machine translation model based on the transformer-align architecture, released by the Tatoeba-Challenge project.

Machine Translation

Transformers

Supports Multiple LanguagesOpen Source License:Apache-2.0 #Low-resource language translation #Standardized preprocessing #SentencePiece tokenization

Downloads 50

Release Time : 3/2/2022

Model Overview

This model is specifically designed for translating Icelandic text into German, utilizing standardized preprocessing and SentencePiece tokenization techniques.

Model Features

High-quality Translation

Achieves 49.2 BLEU score and 0.661 chr-F score on the Tatoeba test set.

Standardized Preprocessing

Employs standardization and SentencePiece tokenization for text processing.

Dedicated Language Pair Support

Specialized in Icelandic to German translation tasks.

Model Capabilities

Text Translation

Cross-language Conversion

Use Cases

Language Learning

Icelandic Learning Aid

Assists German speakers in understanding Icelandic content

Provides accurate translation results

Content Localization

Icelandic Content Germanization

Translates Icelandic content into German

Enables cross-language content dissemination

🚀 isl-deu Translation Model

This project focuses on Icelandic to German translation, providing a high - quality translation model and related evaluation data.

🚀 Quick Start

If you want to use this Icelandic - German translation model, you can download the original weights from the following link: opus-2020-06-17.zip

✨ Features

Translation Direction: Translates from Icelandic to German.
Model Type: Uses the transformer-align model.
Pre - processing: Applies normalization and SentencePiece (spm32k,spm32k) techniques.

📚 Documentation

Model Details

Property	Details
Source Language Group	Icelandic
Target Language Group	German
Model Type	transformer-align
Pre - processing	normalization + SentencePiece (spm32k,spm32k)
OPUS Readme	isl-deu
Download Original Weights	opus-2020-06-17.zip
Test Set Translations	opus-2020-06-17.test.txt
Test Set Scores	opus-2020-06-17.eval.txt

Benchmarks

testset	BLEU	chr-F
Tatoeba-test.isl.deu	49.2	0.661

System Info

hf_name: isl-deu
source_languages: isl
target_languages: deu
opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/isl-deu/README.md
original_repo: Tatoeba-Challenge
tags: ['translation']
languages: ['is', 'de']
src_constituents: {'isl'}
tgt_constituents: {'deu'}
src_multilingual: False
tgt_multilingual: False
prepro: normalization + SentencePiece (spm32k,spm32k)
url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/isl-deu/opus-2020-06-17.zip
url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/isl-deu/opus-2020-06-17.test.txt
src_alpha3: isl
tgt_alpha3: deu
short_pair: is-de
chrF2_score: 0.6609999999999999
bleu: 49.2
brevity_penalty: 0.998
ref_len: 6265.0
src_name: Icelandic
tgt_name: German
train_date: 2020-06-17
src_alpha2: is
tgt_alpha2: de
prefer_old: False
long_pair: isl-deu
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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