opus-mt-da-eo Open Source Machine Translation Model - Freely Translate Danish to Esperanto

Opus Mt Da Eo

Developed by Helsinki-NLP

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

Machine Translation

Transformers

OtherOpen Source License:Apache-2.0 #Danish-Esperanto translation #Transformer architecture #SentencePiece preprocessing

Downloads 17

Release Time : 3/2/2022

Model Overview

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

Model Features

Alignment Transformer Architecture

Uses transformer-align architecture to optimize alignment between source and target languages.

Standardized Preprocessing

Employs standardization and SentencePiece (spm4k) for text preprocessing.

Multilingual Support

Focuses on bidirectional translation between Danish and Esperanto.

Model Capabilities

Text Translation

Cross-language Conversion

Use Cases

Language Learning

Danish Learning Aid

Assists Esperanto speakers in learning Danish

BLEU score 23.6

Esperanto Learning Aid

Assists Danish speakers in learning Esperanto

chr-F score 0.432

Content Localization

Website Content Translation

Translates Danish website content into Esperanto

🚀 dan-epo Translation Model

This project focuses on the translation from Danish to Esperanto. It provides a specific model and related evaluation data, facilitating the research and application of Danish - Esperanto translation.

🚀 Quick Start

The main information about this translation model is as follows:

Source Group: Danish
Target Group: Esperanto
OPUS Readme: dan-epo
Model: transformer-align
Source Language(s): dan
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

✨ Features

Language Pair: Specifically designed for Danish - Esperanto translation.
Model Type: Uses the transformer-align model.
Pre - processing: Applies normalization and SentencePiece for pre - processing.

📚 Documentation

Benchmarks

testset	BLEU	chr - F
Tatoeba - test.dan.epo	23.6	0.432

System Info

Property	Details
hf_name	dan - epo
source_languages	dan
target_languages	epo
opus_readme_url	https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/dan-epo/README.md
original_repo	Tatoeba - Challenge
tags	['translation']
languages	['da', 'eo']
src_constituents	{'dan'}
tgt_constituents	{'epo'}
src_multilingual	False
tgt_multilingual	False
prepro	normalization + SentencePiece (spm4k,spm4k)
url_model	https://object.pouta.csc.fi/Tatoeba-MT-models/dan-epo/opus-2020-06-16.zip
url_test_set	https://object.pouta.csc.fi/Tatoeba-MT-models/dan-epo/opus-2020-06-16.test.txt
src_alpha3	dan
tgt_alpha3	epo
short_pair	da - eo
chrF2_score	0.43200000000000005
bleu	23.6
brevity_penalty	0.9420000000000001
ref_len	69856.0
src_name	Danish
tgt_name	Esperanto
train_date	2020 - 06 - 16
src_alpha2	da
tgt_alpha2	eo
prefer_old	False
long_pair	dan - 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.

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