End-to-End Translation, coming soon !

Translation

End-to-End blazingly fast Translation with Normalization.

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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.

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Natively Code-Switching

Seamlessly code-switching between multi-languages in one sentence.

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Translate only on necessary

Important documents such as programming code and similar only need to translate certain parts where Google Translate failed.

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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 256 words of 50 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.

Frequently asked questions

What is the different this Translation and Malaysian Translation open source?

Translation added more languages and normalization techniques.

What is the rate limit?

Currently we hard limit 1M Tokens per Minute.

How to topup?

Just go to billing page and topup! Minimum RM3 and Maximum RM99.

Interested for Enterprise solution?

If you are interested to self-host in your virtual private network either on-premise or private cloud with custom solution, email us at khalil@mesolitica.com or husein@mesolitica.com