opus-mt-eo-sv Open-source Machine Translation Model - Free Translation from Esperanto to Swedish

Opus Mt Eo Sv

Developed by Helsinki-NLP

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

Machine Translation

Transformers

OtherOpen Source License:Apache-2.0 #Esperanto-Swedish translation #Transformer-based #Multilingual machine translation

Downloads 20

Release Time : 3/2/2022

Model Overview

This model is specifically designed for translating Esperanto text into Swedish, utilizing the transformer-align architecture and SentencePiece preprocessing technology.

Model Features

Transformer-align architecture

Utilizes the advanced transformer-align architecture to effectively handle alignment relationships between language pairs.

SentencePiece preprocessing

Employs standardized + SentencePiece (spm4k) preprocessing technology to enhance translation quality.

Multilingual support

Optimized specifically for Esperanto to Swedish translation.

Model Capabilities

Text translation

Language pair conversion

Use Cases

Language translation

Esperanto content localization

Translate Esperanto content into Swedish for easier understanding by Swedish-speaking users.

Achieved a BLEU score of 29.5 on the Tatoeba test set.

Cross-language communication

Facilitates communication between Esperanto and Swedish speakers.

🚀 epo-swe

This project focuses on the translation from Esperanto to Swedish, offering a transformer-align model with specific pre - processing steps and providing test set translations and scores.

✨ Features

Language Pair: Translates from Esperanto to Swedish.
Model: Utilizes the transformer-align model.
Pre - processing: Applies normalization and SentencePiece (spm4k, spm4k).
Resources: Provides original weights, test set translations, and test set scores.

📦 Installation

No installation steps are provided in the original document, so this section is skipped.

💻 Usage Examples

No code examples are provided in the original document, so this section is skipped.

📚 Documentation

epo - swe Details

Source Group: Esperanto
Target Group: Swedish
OPUS Readme: epo - swe
Model: transformer-align
Source Language(s): epo
Target Language(s): swe
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.epo.swe	29.5	0.463

System Info

Property	Details
hf_name	epo - swe
source_languages	epo
target_languages	swe
opus_readme_url	epo - swe README
original_repo	Tatoeba - Challenge
tags	['translation']
languages	['eo', 'sv']
src_constituents	{'epo'}
tgt_constituents	{'swe'}
src_multilingual	False
tgt_multilingual	False
prepro	normalization + SentencePiece (spm4k, spm4k)
url_model	opus - 2020 - 06 - 16.zip
url_test_set	opus - 2020 - 06 - 16.test.txt
src_alpha3	epo
tgt_alpha3	swe
short_pair	eo - sv
chrF2_score	0.46299999999999997
bleu	29.5
brevity_penalty	0.9640000000000001
ref_len	10977.0
src_name	Esperanto
tgt_name	Swedish
train_date	2020 - 06 - 16
src_alpha2	eo
tgt_alpha2	sv
prefer_old	False
long_pair	epo - swe
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.

Featured Recommended AI Models

Empowering the Future, Your AI Solution Knowledge Base

English 简体中文繁體中文にほんご