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Opus Mt En Nl

Developed by Helsinki-NLP
English to Dutch machine translation model trained on OPUS data, using transformer-align architecture
Machine Translation Supports Multiple LanguagesOpen Source License:Apache-2.0#English-Dutch translation#Transformer-based#Multi-domain applicability
Downloads 98.83k
Release Time : 3/2/2022

Model Overview

This model is a machine translation model based on Transformer architecture, specifically designed for translating English text into Dutch. The model is trained using the OPUS dataset and supports standardized preprocessing and SentencePiece tokenization.

Model Features

Based on OPUS dataset
Trained using the high-quality OPUS multilingual parallel corpus
Transformer-align architecture
Utilizes an improved Transformer architecture with alignment mechanism support
Standardized preprocessing
Input text undergoes standardized processing to improve translation quality
SentencePiece tokenization
Uses SentencePiece for subword segmentation, better handling rare words

Model Capabilities

English to Dutch text translation
Supports long text translation
Handles common domain texts

Use Cases

Text translation
Document translation
Translate English documents into Dutch
Achieved 57.1 BLEU score on Tatoeba test set
Web content translation
Real-time translation of English web content into Dutch
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