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Opus Mt Zh Ms
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Opus Mt Zh Ms

Developed by Helsinki-NLP
This is a Chinese-to-Malay (macro language) machine translation model based on the transformer-align architecture, supporting various Chinese variants and Malay branches.
Machine Translation
Transformers
 Supports Multiple LanguagesOpen Source License:Apache-2.0#Multi-dialect Chinese support#Macro-Malay coverage#SentencePiece preprocessing
Downloads 22
Release Time : 3/2/2022

Model Overview

This model is specifically designed for text translation tasks from Chinese (including simplified, traditional, and dialect variants) to Malay (including standard Malay and Indonesian), utilizing standardized preprocessing and SentencePiece tokenization.

Model Features

Multi-variant language support
Handles multiple Chinese writing forms (simplified/traditional, Cantonese, etc.) and Malay branches (standard Malay, Indonesian) simultaneously.
Standardized preprocessing
Employs SentencePiece tokenization (spm32k) to ensure standardized text processing.
Language identifier support
Achieves multi-language target control through target language identifiers in the format >>id<<.

Model Capabilities

Chinese-to-Malay text translation
Multi-language variant recognition
Cross-dialect machine translation

Use Cases

Cross-language communication
Business document translation
Automated translation of Chinese-Malay bilingual business contracts/letters
BLEU 13.9/chr-F 0.390 (Tatoeba test set)
Educational assistance
Language learning tool
Provides Malay learning assistance translation for Chinese speakers
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