Hark on scaling multimodal data curation with SGLang and KubeRay, plus faster inference-worker startup

tianyin_xu · x · 2026-11-05

In talk #8 of LMSYS's series, Kai-Hsun Chen and Cindy Zhang of Hark Labs break down how they scale multimodal data curation with SGLang and KubeRay.

Key topics: large-scale multimodal data curation pipelines, Ray-based GPU orchestration, and techniques to speed up inference-worker startup. Useful reference for teams running multimodal training-data pipelines and inference infrastructure.

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