MERaLiON
Singapore's empathetic multimodal LLM family for Singlish and SEA languages
MERaLiON is an open-source multimodal LLM family best for Singapore contact centers, SEA voice analytics teams, and public-sector deployments under PDPA that need native Singlish, SEA-language, and emotion-recognition capabilities. Its SEA edge is being the only major SEA foundation model that handles Singlish and the regional language mix natively with speech as a first-class input, backed by A*STAR and the 13-partner MERaLiON Consortium including DBS, Grab, and SPH Media. The honest caveat: open weights mean you carry the inference cost and ops burden - this is for teams that want a foundation model, not a SaaS chat tool.
- ✓Only major SEA model handling Singlish and regional code-switching natively
- ✓Speech as a first-class modality covering 200K+ training hours
- ✓Open weights on Hugging Face avoid vendor lock-in and IMDA-aligned data residency
- ✓Backed by A*STAR plus 13-partner consortium including DBS, Grab, SPH Media
- ✓Free to download and self-host on standard inference stacks
- ×Open weights mean you carry inference, ops, and fine-tuning burden
- ×Not a SaaS - no managed UI, billing, or support contracts out of the box
- ×Smaller community than global open models like Llama or Qwen
- ×Best suited to teams with ML engineering capability, not no-code buyers
About MERaLiON
MERaLiON (Multimodal Empathetic Reasoning and Learning in One Network) is a national LLM developed by A*STAR's Institute for Infocomm Research under Singapore's S$70M National Multimodal LLM Programme. It now handles English, Mandarin, Singlish, Malay, Tamil, Thai, Bahasa Indonesia, and Vietnamese with code-switching and emotion recognition. Models are free on Hugging Face.
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The questions operators actually ask.
Is MERaLiON better than Whisper for Singlish transcription?
Yes, for Singlish. MERaLiON is trained specifically on Singapore-accented audio and Singlish code-switching, which Whisper handles poorly. For Singapore contact centers and any SEA business serving Singaporean customers, MERaLiON is the natural choice on the audio side.
Can SEA banks deploy MERaLiON under data residency rules?
Yes. Open weights mean you can self-host MERaLiON on local infrastructure, which is one of the main reasons IMDA-aligned and PDPA-bound deployments pick it. The consortium backing from DBS and Grab also reassures enterprise security teams.
Does MERaLiON have a managed SaaS or just open weights?
Just open weights, distributed on Hugging Face with vLLM and OpenAI-compatible API tooling. There is no managed SaaS offering, so teams without ML engineering capability should pair it with an inference partner or use a hosted option instead.