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Opus Mt En Bcl

Developed by Helsinki-NLP
This is a machine translation model based on the Transformer architecture, specifically designed for translating English to Bikol.
Machine Translation
Transformers
 Supports Multiple LanguagesOpen Source License:Apache-2.0#English-Bikol Translation#Based on OPUS dataset#Transformer architecture
Downloads 125
Release Time : 3/2/2022

Model Overview

This model is part of the OPUS-MT project, focusing on English-to-Bikol machine translation tasks, utilizing the transformer-align architecture and SentencePiece tokenization technology.

Model Features

Based on OPUS dataset
The model was trained using the OPUS dataset and back-translation data, ensuring translation quality.
Standardized preprocessing
Utilizes standardized processing and SentencePiece tokenization to enhance the model's generalization capability.
High-performance translation
Achieves a BLEU score of 54.3 on the JW300 test set, demonstrating excellent performance.

Model Capabilities

English-to-Bikol text translation
Supports standardized text input
Supports batch translation

Use Cases

Language Services
Document translation
Translate English documents into Bikol, suitable for multilingual document processing.
High-quality translation with a BLEU score of 54.3
Real-time translation
Integrate into translation applications to provide real-time English-to-Bikol translation services.
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