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Jia Chen · Manish Sahu · Sing Kwan Ng · Yang Yang

Author of "How We Built a Custom Vision LLM to Improve Document Processing at Grab" in Grab Engineering

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Qwen2-VL 2B1Qwen2VL1miniCPM1Llama3.2 Vision1Pixtral 12B1GOT-OCR2.01

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Manish SahuEngineer
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Sing Kwan NgEngineer
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Jia ChenEngineer
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Yang YangEngineer
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How We Built a Custom Vision LLM to Improve Document Processing at Grab
Grab EngineeringtutorialpositiveNov 5, 2025

Grab engineered a lightweight, specialized Vision LLM based on Qwen2-VL 2B to accurately extract information from diverse Southeast Asian document formats, addressing limitations of traditional OCR and proprietary LLMs.

“Author of "How We Built a Custom Vision LLM to Improve Document Processing at Grab" in Grab Engineering”

Computer VisionLLMsMultimodal AIAI Infrastructure