Opus-mt-uk-hu Open-source Machine Translation Model - Free Ukrainian to Hungarian Translation

Opus Mt Uk Hu

Developed by Helsinki-NLP

This is a machine translation model from Ukrainian to Hungarian based on the transformer-align architecture, released by the Tatoeba-Challenge project.

Machine Translation

Transformers

OtherOpen Source License:Apache-2.0 #Ukrainian-Hungarian translation #High-precision machine translation #Multilingual support

Downloads 44

Release Time : 3/2/2022

Model Overview

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

Model Features

High-quality translation

Achieves 41.4 BLEU and 0.649 chr-F scores on the Tatoeba test set.

Standardized preprocessing

Uses standardization and SentencePiece tokenization to improve translation quality.

Open-source license

Released under Apache 2.0 license, allowing both commercial and research use.

Model Capabilities

Ukrainian to Hungarian text translation

Supports long-text translation

Use Cases

Language services

Document translation

Translate Ukrainian documents into Hungarian.

Website localization

Assist in localizing Ukrainian websites into Hungarian versions.

Education

Language learning aid

Provide translation references for students learning Ukrainian or Hungarian.

🚀 ukr-hun Translation Model

This project focuses on the translation between Ukrainian and Hungarian. It provides a transformer - align model with specific pre - processing steps and offers evaluation scores on test sets.

🚀 Quick Start

The ukr - hun model is designed for translating Ukrainian text into Hungarian. You can download the original weights and test set translations from the provided links.

✨ Features

Language Pair: Translates from Ukrainian (ukr) to Hungarian (hun).
Model Type: Uses the transformer - align model.
Pre - processing: Applies normalization and SentencePiece (spm32k,spm32k).

📦 Installation

There is no specific installation command provided in the original document. If you want to use this model, you can download the original weights from opus - 2020 - 06 - 17.zip.

📚 Documentation

Model Information

Property	Details
Model Type	transformer - align
Source Language	Ukrainian (`ukr`)
Target Language	Hungarian (`hun`)
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.ukr.hun	41.4	0.649

System Info

hf_name: ukr - hun
source_languages: ukr
target_languages: hun
opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/ukr-hun/README.md
original_repo: Tatoeba - Challenge
tags: ['translation']
languages: ['uk', 'hu']
src_constituents: {'ukr'}
tgt_constituents: {'hun'}
src_multilingual: False
tgt_multilingual: False
prepro: normalization + SentencePiece (spm32k,spm32k)
url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/ukr-hun/opus-2020-06-17.zip
url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/ukr-hun/opus-2020-06-17.test.txt
src_alpha3: ukr
tgt_alpha3: hun
short_pair: uk - hu
chrF2_score: 0.649
bleu: 41.4
brevity_penalty: 0.9740000000000001
ref_len: 2433.0
src_name: Ukrainian
tgt_name: Hungarian
train_date: 2020 - 06 - 17
src_alpha2: uk
tgt_alpha2: hu
prefer_old: False
long_pair: ukr - hun
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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