Opus-mt-de-bg Open-source Machine Translation Model - Achieve Precise German to Bulgarian Translation for Free

Opus Mt De Bg

Developed by Helsinki-NLP

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

Machine Translation

Transformers

Supports Multiple LanguagesOpen Source License:Apache-2.0 #German-Bulgarian translation #High precision BLEU50.7 #SentencePiece tokenization

Downloads 55

Release Time : 3/2/2022

Model Overview

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

Model Features

High-Quality Translation

Achieves 50.7 BLEU score and 0.683 chr-F score on the Tatoeba test set.

Standardized Preprocessing

Uses standardized preprocessing and SentencePiece tokenization (spm32k).

Multi-Format Support

Supports both Cyrillic and Latin forms of Bulgarian.

Model Capabilities

German to Bulgarian text translation

Handles standardized text

Supports SentencePiece tokenization

Use Cases

Language Translation

German-Bulgarian Document Translation

Translate German documents into Bulgarian

Achieves 50.7 BLEU score on the Tatoeba test set

Multilingual Application Integration

Integrate this model in applications requiring German-Bulgarian translation

🚀 deu-bul Translation Model

This project focuses on German to Bulgarian translation, leveraging a transformer model. It provides detailed information about the model, including benchmarks and system - related details.

✨ Features

Language Pair: Translates from German (source) to Bulgarian (target).
Model Type: Utilizes a transformer model for translation tasks.
Pre - processing: Applies normalization and SentencePiece (spm32k, spm32k) for pre - processing.

📦 Installation

No specific installation steps are provided in the original document.

📚 Documentation

Model Information

Property	Details
Model Type	Transformer
Source Language	German (deu)
Target Language	Bulgarian (bul)
Pre - processing	Normalization + SentencePiece (spm32k, spm32k)
Download Original Weights	opus - 2020 - 07 - 03.zip
Test Set Translations	opus - 2020 - 07 - 03.test.txt
Test Set Scores	opus - 2020 - 07 - 03.eval.txt
OPUS Readme	deu - bul

Benchmarks

Testset	BLEU	chr - F
Tatoeba - test.deu.bul	50.7	0.683

System Info

hf_name: deu - bul
source_languages: deu
target_languages: bul
opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/deu-bul/README.md
original_repo: Tatoeba - Challenge
tags: ['translation']
languages: ['de', 'bg']
src_constituents: {'deu'}
tgt_constituents: {'bul', 'bul_Latn'}
src_multilingual: False
tgt_multilingual: False
prepro: Normalization + SentencePiece (spm32k, spm32k)
url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/deu-bul/opus-2020-07-03.zip
url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/deu-bul/opus-2020-07-03.test.txt
src_alpha3: deu
tgt_alpha3: bul
short_pair: de - bg
chrF2_score: 0.6829999999999999
bleu: 50.7
brevity_penalty: 0.98
ref_len: 2032.0
src_name: German
tgt_name: Bulgarian
train_date: 2020 - 07 - 03
src_alpha2: de
tgt_alpha2: bg
prefer_old: False
long_pair: deu - bul
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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