Opus-mt-es-uk Open-Source Machine Translation Model - Free Spanish to Ukrainian Translation

Opus Mt Es Uk

Developed by Helsinki-NLP

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

Machine Translation

Transformers

Supports Multiple LanguagesOpen Source License:Apache-2.0 #Spanish-Ukrainian translation #Transformer-based #High BLEU score

Downloads 106

Release Time : 3/2/2022

Model Overview

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

Model Features

High-Quality Translation

Achieves 41.3 BLEU score and 0.614 chr-F score on the Tatoeba test set.

Standardized Preprocessing

Employs standardized preprocessing and SentencePiece tokenization to enhance translation quality.

Specialized Domain Support

Focuses on Spanish-to-Ukrainian translation tasks.

Model Capabilities

Spanish-to-Ukrainian text translation

Handles standardized text input

Supports SentencePiece tokenization

Use Cases

Language Translation

Daily Conversation Translation

Translates Spanish daily conversations into Ukrainian

Performs well on the Tatoeba test set

Document Translation

Translates Spanish documents into Ukrainian

🚀 spa-ukr

This is a translation model that translates from Spanish to Ukrainian, offering high - quality translation services. It has specific pre - processing steps and provides test set scores for evaluation.

🚀 Quick Start

This model is mainly used for Spanish - Ukrainian translation. You can download the original weights and test set translations through the provided links for evaluation and use.

✨ Features

Language Pair: Translates from Spanish to Ukrainian.
Model Type: transformer - align
Pre - processing: Normalization + SentencePiece (spm32k, spm32k)

📦 Installation

There is no specific installation step provided in the original document.

📚 Documentation

Model Information

Property	Details
Source Group	Spanish
Target Group	Ukrainian
OPUS Readme	spa-ukr
Model Type	transformer-align
Source Language(s)	spa
Target Language(s)	ukr
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.spa.ukr	41.3	0.614

System Info

Property	Details
hf_name	spa-ukr
source_languages	spa
target_languages	ukr
opus_readme_url	https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/spa-ukr/README.md
original_repo	Tatoeba-Challenge
tags	['translation']
languages	['es', 'uk']
src_constituents	{'spa'}
tgt_constituents	{'ukr'}
src_multilingual	False
tgt_multilingual	False
prepro	normalization + SentencePiece (spm32k,spm32k)
url_model	https://object.pouta.csc.fi/Tatoeba-MT-models/spa-ukr/opus-2020-06-17.zip
url_test_set	https://object.pouta.csc.fi/Tatoeba-MT-models/spa-ukr/opus-2020-06-17.test.txt
src_alpha3	spa
tgt_alpha3	ukr
short_pair	es-uk
chrF2_score	0.614
bleu	41.3
brevity_penalty	0.983
ref_len	53833.0
src_name	Spanish
tgt_name	Ukrainian
train_date	2020-06-17
src_alpha2	es
tgt_alpha2	uk
prefer_old	False
long_pair	spa-ukr
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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