Translation
End-to-End Malaysian Translation with Normalization.
Multi-lingual
Able to translate local Malay, Jawi, Banjarese, Javanese, Indonesian, local Mandarin, Simple Mandarin, Tamil, Punjabi, Malayalam, Manglish, Standard English, Programming language to Standard Malay or Standard English.
Natively Code-Switching
Seamlessly code-switching between multi-languages in one sentence.
Translate only on necessary
Important documents such as programming code and similar only need to translate certain parts where Google Translate failed.
Almost Real-time translation
Small able to translate almost real-time
performance at average 50 ms compared to other open source models,
lower is better.
Tested using single RTX 3090 Ti for minimum 512 words of 100
sentences.
Competitive benchmark on Standard Translation *
Base achieved better performance compared to
bigger open source models based on chrF2++ NLLB benchmark,
higher is better.
* Still on training, latest benchmark on 1st May 2024.
Better benchmark on Normalization Translation *
Better on translating local languages to
standard languages based on chrF2++ Malaya benchmark, higher is better.
* Still on training, latest benchmark on 1st May 2024.
Private
Self-host Translation in your private network for 100% privacy, either on-premise or private cloud.