Opus-mt-eo-de Open-source Machine Translation Model - Free Deployment for Esperanto to German Translation

Opus Mt Eo De

Developed by Helsinki-NLP

This is a machine translation model based on the Transformer architecture, specifically designed for translating Esperanto into German.

Downloads 72

Release Time : 3/2/2022

Model Overview

This model is part of the OPUS-MT project, focusing on high-quality machine translation from Esperanto to German.

Transformer-based Architecture

Utilizes the advanced transformer-align architecture to deliver high-quality translation results.

Standardized Preprocessing

Employs standardized and SentencePiece text preprocessing to enhance translation accuracy.

Trained on OPUS Dataset

Trained on the OPUS multilingual parallel corpus, offering extensive language coverage.

Text translation from Esperanto to German

Language Translation

Esperanto Document Translation

Automatically translate Esperanto documents into German

Achieves a BLEU score of 45.5 on the Tatoeba test set

Cross-language Communication

Facilitates real-time communication between Esperanto and German speakers

Property	Details
Source Languages	eo
Target Languages	de
OPUS Readme	eo - de
Dataset	opus
Model Type	transformer - align
Pre - processing	normalization + SentencePiece
Download Original Weights	opus - 2020 - 01 - 20.zip
Test Set Translations	opus - 2020 - 01 - 20.test.txt
Test Set Scores	opus - 2020 - 01 - 20.eval.txt

Testset	BLEU	chr - F
Tatoeba.eo.de	45.5	0.644

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