Helsinki-NLP/opus-mt-de-en

Model

opus-mt-de-en

31 commits

10 repos using this model

2 linked in READMEs

updated Aug 16, 2023

See the code

README

opus-mt-de-en

source languages: de
target languages: en
OPUS readme: de-en
dataset: opus
model: transformer-align
pre-processing: normalization + SentencePiece
download original weights: opus-2020-02-26.zip
test set translations: opus-2020-02-26.test.txt
test set scores: opus-2020-02-26.eval.txt

Benchmarks

testset	BLEU	chr-F
newssyscomb2009.de.en	29.4	0.557
news-test2008.de.en	27.8	0.548
newstest2009.de.en	26.8	0.543
newstest2010.de.en	30.2	0.584
newstest2011.de.en	27.4	0.556
newstest2012.de.en	29.1	0.569
newstest2013.de.en	32.1	0.583
newstest2014-deen.de.en	34.0	0.600
newstest2015-ende.de.en	34.2	0.599
newstest2016-ende.de.en	40.4	0.649
newstest2017-ende.de.en	35.7	0.610
newstest2018-ende.de.en	43.7	0.667
newstest2019-deen.de.en	40.1	0.642
Tatoeba.de.en	55.4	0.707

endpoints_compatible

marian

pytorch

rust

text2text-generation

transformers

translation

Similar repos

Helsinki-NLP/opus-mt-de-pl

Model

opus-mt-de-pl

Helsinki-NLP/opus-mt-pl-de

Model

opus-mt-pl-de

Helsinki-NLP/opus-mt-tr-en

Model

opus-mt-tr-en

Helsinki-NLP/opus-mt-en-ru

Model

opus-mt-en-ru

101

Helsinki-NLP/opus-mt-pl-en

Model

opus-mt-pl-en

Helsinki-NLP/opus-mt-ar-en

Model

opus-mt-ar-en

Helsinki-NLP/opus-mt-ja-en

Model

opus-mt-ja-en

Helsinki-NLP/opus-mt-pl-sv

Model

opus-mt-pl-sv

Used in code

ethen8181/machine-learning

🌎 machine learning tutorials (mainly in Python3)

3,502

1 file

amaiya/ktrain

ktrain is a Python library that makes deep learning and AI more accessible and easier to apply

1,267

1 file

Thiagohgl/ai-pronunciation-trainer

This tool uses AI to evaluate your pronunciation.

525

1 file

haowei01/pytorch-examples

train models in pytorch, Learn to Rank, Collaborative Filter, Heterogeneous Treatment Effect,…

188

1 file

thomaswantstobeaskeleton/BallonsTranslator-Pro

基于 BallonsTranslator 的漫画/网漫/韩漫/国漫计算机辅助翻译工具，扩展了 OCR、文本检测、|修复、工作流程、字体和导出选项。Computer-aided…

1 file

AudayBerro/automatedParaphrase

Automated paraphrases Generation

1 file

SuperBruceJia/promptcraft

PromptCraft is a prompt perturbation toolkit from the character, word, and sentence levels for…

1 file

SeekingDream/FSE22_NMTSloth

1 file

felixocker/prom

Production Ontology Merging (PrOM) Framework

1 file

locluclak/pronunciation-trainer

AI-powered pronunciation practice with real-time feedback, IPA transcription, and detailed scoring.

1 file

Linked in READMEs

Helsinki-NLP/OPUS-MT-train

Training open neural machine translation models

405

README badge

ibrahimssd/stvo-llm-driver

Knowledge graph-guided multi-task pre-training for legal reasoning: the German StVO is parsed into…

README badge

Helsinki-NLP/opus-mt-de-en

Model

opus-mt-de-en

31 commits

10 repos using this model

2 linked in READMEs

updated Aug 16, 2023

See the code

README

opus-mt-de-en

source languages: de
target languages: en
OPUS readme: de-en
dataset: opus
model: transformer-align
pre-processing: normalization + SentencePiece
download original weights: opus-2020-02-26.zip
test set translations: opus-2020-02-26.test.txt
test set scores: opus-2020-02-26.eval.txt

Benchmarks

testset	BLEU	chr-F
newssyscomb2009.de.en	29.4	0.557
news-test2008.de.en	27.8	0.548
newstest2009.de.en	26.8	0.543
newstest2010.de.en	30.2	0.584
newstest2011.de.en	27.4	0.556
newstest2012.de.en	29.1	0.569
newstest2013.de.en	32.1	0.583
newstest2014-deen.de.en	34.0	0.600
newstest2015-ende.de.en	34.2	0.599
newstest2016-ende.de.en	40.4	0.649
newstest2017-ende.de.en	35.7	0.610
newstest2018-ende.de.en	43.7	0.667
newstest2019-deen.de.en	40.1	0.642
Tatoeba.de.en	55.4	0.707