opus-mt-de-af Open Source Machine Translation Model - Free and Fast Translation from German to Afrikaans

Opus Mt De Af

Developed by Helsinki-NLP

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

Machine Translation

Transformers

Supports Multiple LanguagesOpen Source License:Apache-2.0 #German-Afrikaans translation #High-precision machine translation #SentencePiece preprocessing

Downloads 86

Release Time : 3/2/2022

Model Overview

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

Model Features

High-quality translation

Achieved 51.3 BLEU score and 0.690 chr-F score on the Tatoeba test set

Standardized preprocessing

Utilizes standardized preprocessing and SentencePiece tokenization techniques

Language pair optimization

Specifically optimized for German to Afrikaans translation tasks

Model Capabilities

German to Afrikaans text translation

Supports long text translation

Use Cases

Language services

Document translation

Translate German documents into Afrikaans

High-quality translation preserving original semantics

Cross-language communication

Facilitates communication between German and Afrikaans speakers

🚀 deu - afr Translation Model

This project focuses on the German - Afrikaans translation task, offering a reliable translation solution with specific model configurations and performance benchmarks.

🚀 Quick Start

For quick access to the model and related data, you can refer to the following links:

Download the original model weights: opus - 2020 - 06 - 17.zip
Check the test set translations: opus - 2020 - 06 - 17.test.txt
View the test set scores: opus - 2020 - 06 - 17.eval.txt

✨ Features

Language Pair: Specifically designed for German (deu) to Afrikaans (afr) translation.
Model Type: Utilizes the transformer - align model.
Pre - processing: Applies normalization and SentencePiece (spm32k, spm32k) techniques.

📚 Documentation

Model Details

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

Benchmarks

testset	BLEU	chr - F
Tatoeba - test.deu.afr	51.3	0.690

System Info

hf_name: deu - afr
source_languages: deu
target_languages: afr
opus_readme_url: https://github.com/Helsinki - NLP/Tatoeba - Challenge/tree/master/models/deu - afr/README.md
original_repo: Tatoeba - Challenge
tags: ['translation']
languages: ['de', 'af']
src_constituents: {'deu'}
tgt_constituents: {'afr'}
src_multilingual: False
tgt_multilingual: False
prepro: normalization + SentencePiece (spm32k, spm32k)
url_model: https://object.pouta.csc.fi/Tatoeba - MT - models/deu - afr/opus - 2020 - 06 - 17.zip
url_test_set: https://object.pouta.csc.fi/Tatoeba - MT - models/deu - afr/opus - 2020 - 06 - 17.test.txt
src_alpha3: deu
tgt_alpha3: afr
short_pair: de - af
chrF2_score: 0.69
bleu: 51.3
brevity_penalty: 1.0
ref_len: 9507.0
src_name: German
tgt_name: Afrikaans
src_alpha2: de
tgt_alpha2: af
prefer_old: False
long_pair: deu - afr
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