opus-mt-uk-pl Open Source Machine Translation Model: Free Translation between Ukrainian and Polish

Opus Mt Uk Pl

Developed by Helsinki-NLP

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

Machine Translation

Transformers

OtherOpen Source License:Apache-2.0 #Slavic language mutual translation #High-precision translation #Standardized preprocessing

Downloads 53

Release Time : 3/2/2022

Model Overview

This model is specifically designed for Ukrainian to Polish text translation tasks, employing standardized preprocessing and SentencePiece tokenization techniques.

Model Features

High-Quality Translation

Achieves 49.9 BLEU score and 0.685 chr-F score on the Tatoeba test set

Standardized Preprocessing

Utilizes standardized and SentencePiece tokenization techniques (spm32k) for text preprocessing

Open Source License

Uses Apache 2.0 license, allowing for both commercial and research use

Model Capabilities

Ukrainian to Polish text translation

Handling standardized text

Support for SentencePiece tokenization

Use Cases

Language Services

Document Translation

Translate Ukrainian documents into Polish

Achieves translation quality of 49.9 BLEU

Cross-Language Communication

Facilitate communication between Ukrainian and Polish speakers

Education

Language Learning Assistance

Help students learning Ukrainian or Polish understand texts

🚀 ukr-pol Translation Model

This is a translation model for converting Ukrainian to Polish, offering high - quality translation services.

🚀 Quick Start

This model is designed for Ukrainian - Polish translation. You can download the original weights and test set translations from the provided links below to start using it.

✨ Features

Language Pair: It supports translation from Ukrainian to Polish.
Model Type: Uses the transformer - align model.
Pre - processing: Applies normalization and SentencePiece (spm32k, spm32k) for pre - processing.

📦 Installation

Although no specific installation steps are provided in the original README, you can download the original weights from the following link: opus - 2020 - 06 - 17.zip

📚 Documentation

Model Information

Property	Details
Source Group	Ukrainian
Target Group	Polish
OPUS Readme	ukr - pol
Model Type	transformer - align
Source Language(s)	ukr
Target Language(s)	pol
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.pol	49.9	0.685

System Info

hf_name: ukr - pol
source_languages: ukr
target_languages: pol
opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/ukr-pol/README.md
original_repo: Tatoeba - Challenge
tags: ['translation']
languages: ['uk', 'pl']
src_constituents: {'ukr'}
tgt_constituents: {'pol'}
src_multilingual: False
tgt_multilingual: False
prepro: normalization + SentencePiece (spm32k, spm32k)
url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/ukr-pol/opus-2020-06-17.zip
url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/ukr-pol/opus-2020-06-17.test.txt
src_alpha3: ukr
tgt_alpha3: pol
short_pair: uk - pl
chrF2_score: 0.685
bleu: 49.9
brevity_penalty: 0.9470000000000001
ref_len: 13098.0
src_name: Ukrainian
tgt_name: Polish
train_date: 2020 - 06 - 17
src_alpha2: uk
tgt_alpha2: pl
prefer_old: False
long_pair: ukr - pol
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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