Opus-mt-eo-fi Open Source Translation Model - Achieve Accurate Esperanto to Finnish Translation for Free

Opus Mt Eo Fi

Developed by Helsinki-NLP

This is a Transformer-based machine translation model from Esperanto to Finnish, developed by the University of Helsinki NLP team.

Machine Translation

Transformers

OtherOpen Source License:Apache-2.0 #Low-resource language translation #Transformer architecture #SentencePiece tokenization

Downloads 17

Release Time : 3/2/2022

Model Overview

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

Model Features

Transformer-based architecture

Utilizes advanced Transformer model architecture to deliver high-quality translation results

Standardized preprocessing

Employs standardized preprocessing and SentencePiece tokenization (spm4k) techniques

Dedicated language pair support

Specialized in Esperanto-to-Finnish translation tasks

Model Capabilities

Text translation

Cross-language conversion

Use Cases

Language learning

Esperanto learning aid

Assists Finnish speakers in learning Esperanto

Provides basic translation support

Content localization

Document translation

Translates Esperanto content into Finnish

Achieves basic content localization

🚀 epo-fin

This is a translation model that translates from Esperanto to Finnish, offering users a reliable translation solution.

✨ Features

Language Support: Supports translation between Esperanto (eo) and Finnish (fi).
Model Type: Utilizes the transformer-align model.
Pre - processing: Applies normalization and SentencePiece (spm4k,spm4k).

📦 Installation

No installation steps are provided in the original document.

💻 Usage Examples

No code examples are provided in the original document.

📚 Documentation

General Information

Source Group: Esperanto
Target Group: Finnish
OPUS Readme: epo - fin

Model Details

Property	Details
Model Type	transformer-align
Source Language(s)	epo
Target Language(s)	fin
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.fin	15.9	0.371

System Info

hf_name: epo-fin
source_languages: epo
target_languages: fin
opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/epo-fin/README.md
original_repo: Tatoeba-Challenge
tags: ['translation']
languages: ['eo', 'fi']
src_constituents: {'epo'}
tgt_constituents: {'fin'}
src_multilingual: False
tgt_multilingual: False
prepro: normalization + SentencePiece (spm4k,spm4k)
url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/epo-fin/opus-2020-06-16.zip
url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/epo-fin/opus-2020-06-16.test.txt
src_alpha3: epo
tgt_alpha3: fin
short_pair: eo-fi
chrF2_score: 0.371
bleu: 15.9
brevity_penalty: 0.894
ref_len: 15881.0
src_name: Esperanto
tgt_name: Finnish
train_date: 2020-06-16
src_alpha2: eo
tgt_alpha2: fi
prefer_old: False
long_pair: epo-fin
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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