Opus-MT-NL-CA Open-Source Machine Translation Model - Free Translation from Dutch to Catalan

Opus Mt Nl Ca

Developed by Helsinki-NLP

This is a Transformer-based machine translation model from Dutch to Catalan, developed by the Helsinki-NLP team.

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

Downloads 14

Release Time : 3/2/2022

Model Overview

This model is specifically designed for translating Dutch text into Catalan, employing standardized preprocessing and SentencePiece tokenization.

Model Features

High-quality translation

Achieved 42.1 BLEU score and 0.624 chr-F score on the Tatoeba test set

Standardized preprocessing

Utilizes standardized preprocessing and SentencePiece tokenization (spm12k)

Open-source license

Licensed under Apache-2.0, allowing for both commercial and research use

Model Capabilities

Dutch to Catalan text translation

Supports standardized text processing

Use Cases

Language services

Document translation

Translate Dutch documents into Catalan

Achieved 42.1 BLEU score on the Tatoeba test set

Cross-language communication

Facilitates communication between Dutch and Catalan speakers

🚀 nld-cat Translation Model

This project focuses on the translation between Dutch and Catalan. It provides a specific model and related evaluation data, facilitating the research and application of Dutch - Catalan translation.

🚀 Quick Start

The project offers a Dutch - Catalan translation model. You can download the original weights and test set translations through the provided links for further research and evaluation.

✨ Features

Language Pair: Specifically designed for Dutch to Catalan translation.
Model Type: Uses the transformer-align model.
Pre - processing: Applies normalization and SentencePiece (spm12k, spm12k) for pre - processing.

📦 Installation

The original weights of the model can be downloaded from opus-2020-06-16.zip.

📚 Documentation

Model Information

Property	Details
Source Group	Dutch
Target Group	Catalan
OPUS Readme	nld-cat
Model Type	transformer-align
Source Language(s)	nld
Target Language(s)	cat
Pre - processing	normalization + SentencePiece (spm12k,spm12k)
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.nld.cat	42.1	0.624

System Info

hf_name: nld-cat
source_languages: nld
target_languages: cat
opus_readme_url: https://github.com/Helsinki-NLP/Tatoeba-Challenge/tree/master/models/nld-cat/README.md
original_repo: Tatoeba-Challenge
tags: ['translation']
languages: ['nl', 'ca']
src_constituents: {'nld'}
tgt_constituents: {'cat'}
src_multilingual: False
tgt_multilingual: False
prepro: normalization + SentencePiece (spm12k,spm12k)
url_model: https://object.pouta.csc.fi/Tatoeba-MT-models/nld-cat/opus-2020-06-16.zip
url_test_set: https://object.pouta.csc.fi/Tatoeba-MT-models/nld-cat/opus-2020-06-16.test.txt
src_alpha3: nld
tgt_alpha3: cat
short_pair: nl-ca
chrF2_score: 0.624
bleu: 42.1
brevity_penalty: 0.988
ref_len: 3942.0
src_name: Dutch
tgt_name: Catalan
train_date: 2020-06-16
src_alpha2: nl
tgt_alpha2: ca
prefer_old: False
long_pair: nld-cat
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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