Opus-mt-pl-eo Open-source Translation Model - Freely and Effortlessly Translate Polish into Esperanto

Opus Mt Pl Eo

Developed by Helsinki-NLP

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

Machine Translation

Transformers

OtherOpen Source License:Apache-2.0 #Low-resource language translation #SentencePiece-based #Tatoeba benchmark

Downloads 15

Release Time : 3/2/2022

Model Overview

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

Model Features

Multilingual support

Focuses on bidirectional translation between Polish and Esperanto

Standardized preprocessing

Employs standardized and SentencePiece tokenization techniques for text preprocessing

Transformer architecture

Uses the transformer-align model architecture to deliver high-quality translation results

Model Capabilities

Polish to Esperanto text translation

Esperanto to Polish text translation

Use Cases

Language learning

Assisting language learning

Helps Polish or Esperanto learners practice language translation

Content localization

Document translation

Translates Polish documents into Esperanto versions

🚀 Pol - Epo Translation Model

This project focuses on the translation between Polish and Esperanto. It provides a specific model and related evaluation data, aiming to achieve high - quality translation results between these two languages.

✨ Features

Language Pair: Supports translation from Polish to Esperanto.
Model Type: Utilizes the transformer - align model.
Pre - processing: Applies normalization and SentencePiece (spm4k, spm4k) for pre - processing.

📦 Installation

There is no specific installation command provided in the original document, so this section is skipped.

💻 Usage Examples

There is no code example provided in the original document, so this section is skipped.

📚 Documentation

Language and Tags

Supported Languages: Polish (pl) and Esperanto (eo).
Tags: translation

Model Information

Source Group: Polish
Target Group: Esperanto
OPUS Readme: pol - epo
Model: transformer-align
Source Language(s): pol
Target Language(s): epo
Pre - processing: normalization + SentencePiece (spm4k, spm4k)
Download Original Weights: opus - 2020 - 06 - 16.zip
Test Set Translations: opus - 2020 - 06 - 16.test.txt
Test Set Scores: opus - 2020 - 06 - 16.eval.txt

Benchmarks

Testset	BLEU	chr - F
Tatoeba - test.pol.epo	24.8	0.451

System Info

Property	Details
hf_name	pol - epo
source_languages	pol
target_languages	epo
opus_readme_url	https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/pol-epo/README.md
original_repo	Tatoeba - Challenge
tags	['translation']
languages	['pl', 'eo']
src_constituents	{'pol'}
tgt_constituents	{'epo'}
src_multilingual	False
tgt_multilingual	False
prepro	normalization + SentencePiece (spm4k, spm4k)
url_model	https://object.pouta.csc.fi/Tatoeba-MT-models/pol-epo/opus-2020-06-16.zip
url_test_set	https://object.pouta.csc.fi/Tatoeba-MT-models/pol-epo/opus-2020-06-16.test.txt
src_alpha3	pol
tgt_alpha3	epo
short_pair	pl - eo
chrF2_score	0.451
bleu	24.8
brevity_penalty	0.9670000000000001
ref_len	17191.0
src_name	Polish
tgt_name	Esperanto
train_date	2020 - 06 - 16
src_alpha2	pl
tgt_alpha2	eo
prefer_old	False
long_pair	pol - epo
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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