opus-mt-de-vi Open-source Machine Translation Model - Efficiently Translate German to Vietnamese for Free

Opus Mt De Vi

Developed by Helsinki-NLP

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

Machine Translation

Transformers

Supports Multiple LanguagesOpen Source License:Apache-2.0 #German-Vietnamese translation #Transformer-based #SentencePiece preprocessing

Downloads 60

Release Time : 3/2/2022

Model Overview

This model is specifically designed for German-to-Vietnamese text translation tasks, utilizing standardized preprocessing and SentencePiece tokenization techniques.

Model Features

Transformer-based Translation Architecture

Uses the transformer-align architecture to effectively handle alignment issues between languages.

Standardized Preprocessing

Input text undergoes standardized processing to improve translation quality.

SentencePiece Tokenization

Uses the spm32k tokenization model to process German and Vietnamese texts.

Model Capabilities

German-to-Vietnamese text translation

Use Cases

Language Translation

Daily Conversation Translation

Translate daily German conversations into Vietnamese.

BLEU 25.0

Simple Text Translation

Translate simple German texts into Vietnamese.

🚀 deu-vie Translation Model

This project focuses on German - Vietnamese translation. It provides a transformer - align model with specific pre - processing steps and offers various evaluation metrics and related information.

🚀 Quick Start

The project offers a German - Vietnamese translation model. You can download the original weights and test set translations through the provided links.

✨ Features

Language Pair: Supports translation from German (deu) to Vietnamese (vie).
Model Type: Uses the transformer-align model.
Pre - processing: Applies normalization and SentencePiece (spm32k, spm32k).

📦 Installation

No specific installation steps are provided in the original document.

📚 Documentation

deu-vie

Source Group: German
Target Group: Vietnamese
OPUS Readme: deu-vie
Model: transformer-align
Source Language(s): deu
Target Language(s): vie
Pre - processing: normalization + SentencePiece (spm32k, spm32k)
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.deu.vie	25.0	0.443

System Info

Property	Details
hf_name	deu-vie
source_languages	deu
target_languages	vie
opus_readme_url	https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/deu-vie/README.md
original_repo	Tatoeba-Challenge
tags	['translation']
languages	['de', 'vi']
src_constituents	{'deu'}
tgt_constituents	{'vie', 'vie_Hani'}
src_multilingual	False
tgt_multilingual	False
prepro	normalization + SentencePiece (spm32k, spm32k)
url_model	https://object.pouta.csc.fi/Tatoeba-MT-models/deu-vie/opus-2020-06-17.zip
url_test_set	https://object.pouta.csc.fi/Tatoeba-MT-models/deu-vie/opus-2020-06-17.test.txt
src_alpha3	deu
tgt_alpha3	vie
short_pair	de-vi
chrF2_score	0.44299999999999995
bleu	25.0
brevity_penalty	1.0
ref_len	3768.0
src_name	German
tgt_name	Vietnamese
train_date	2020-06-17
src_alpha2	de
tgt_alpha2	vi
prefer_old	False
long_pair	deu-vie
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