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Opus Mt Fi Mk
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Opus Mt Fi Mk

Developed by Helsinki-NLP
Finnish to Macedonian machine translation model trained on OPUS data, using transformer-align architecture
Machine Translation
Transformers
 OtherOpen Source License:Apache-2.0#Finnish-Macedonian translation#Transformer-based#Multilingual machine translation
Downloads 18
Release Time : 3/2/2022

Model Overview

This model is a neural machine translation model based on the Transformer architecture, specifically designed for translating Finnish into Macedonian. It is an open-source model trained by the Helsinki-NLP team using the OPUS multilingual corpus.

Model Features

Based on OPUS multilingual corpus
Trained using the large-scale multilingual parallel corpus OPUS to ensure translation quality
transformer-align architecture
Utilizes transformer architecture with alignment mechanism to improve translation accuracy
Standardized preprocessing
Employs standardization and SentencePiece for text preprocessing to enhance model robustness

Model Capabilities

Text translation from Finnish to Macedonian
Supports batch translation processing

Use Cases

Language services
Document translation
Translate Finnish documents into Macedonian
Achieved 28.9 BLEU score on JW300 test set
Multilingual application integration
Provide Finnish-Macedonian translation functionality for multilingual applications
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