Opus-mt-de-is Open-source Machine Translation Model - Freely Achieve Accurate German-to-Icelandic Translation

Opus Mt De Is

Developed by Helsinki-NLP

This is a German-to-Icelandic machine translation model based on the transformer-align architecture, developed by the Helsinki-NLP team and released under the Tatoeba-Challenge project.

Machine Translation

Transformers

Supports Multiple LanguagesOpen Source License:Apache-2.0 #German-Icelandic Translation #Transformer-based #SentencePiece preprocessing

Downloads 18

Release Time : 3/2/2022

Model Overview

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

Model Features

Transformer-align architecture

Utilizes the advanced transformer-align architecture to better handle language alignment issues.

Standardized preprocessing

Employs standardized preprocessing workflows to enhance translation quality.

SentencePiece tokenization

Uses spm32k SentencePiece tokenization to effectively process special characters in German and Icelandic.

Model Capabilities

German-to-Icelandic text translation

Handling German special characters

Handling Icelandic special characters

Use Cases

Text translation

German content localization

Translating German content into Icelandic for website or application localization.

Achieved a 27.1 BLEU score on the Tatoeba test set.

Cross-language communication aid

Assisting German speakers in written communication with Icelandic speakers.

🚀 deu-isl Translation Model

This project focuses on German to Icelandic translation. It provides a specific model and related evaluation data, aiming to achieve high - quality translation between these two languages.

🚀 Quick Start

This model is used for German to Icelandic translation. You can download the original weights and test set translations through the following links:

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

✨ Features

Language Pair: The model is designed for German (source) to Icelandic (target) translation.
Model Type: It uses the transformer-align model.
Pre - processing: The pre - processing includes normalization and SentencePiece (spm32k, spm32k).

📚 Documentation

Model Information

Property	Details
Model Type	transformer-align
Source Language	German (deu)
Target Language	Icelandic (isl)
Pre - processing	normalization + SentencePiece (spm32k,spm32k)
Training Date	2020 - 06 - 17

Benchmarks

Testset	BLEU	chr - F
Tatoeba - test.deu.isl	27.1	0.533

System Info

Property	Details
hf_name	deu - isl
source_languages	deu
target_languages	isl
opus_readme_url	deu-isl README
original_repo	Tatoeba - Challenge
tags	['translation']
languages	['de', 'is']
src_constituents	{'deu'}
tgt_constituents	{'isl'}
src_multilingual	False
tgt_multilingual	False
prepro	normalization + SentencePiece (spm32k,spm32k)
url_model	opus-2020-06-17.zip
url_test_set	opus-2020-06-17.test.txt
src_alpha3	deu
tgt_alpha3	isl
short_pair	de - is
chrF2_score	0.5329999999999999
bleu	27.1
brevity_penalty	0.9620000000000001
ref_len	5939.0
src_name	German
tgt_name	Icelandic
train_date	2020 - 06 - 17
src_alpha2	de
tgt_alpha2	is
prefer_old	False
long_pair	deu - isl
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.

Featured Recommended AI Models

Empowering the Future, Your AI Solution Knowledge Base

English 简体中文繁體中文にほんご