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ExaServe: Large-Scale LLM Serving on Exascale HPC Systems

Wang, Wenyi et al.
arXiv (OAI Expanded) · Papers
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Cloud-native LLM serving frameworks have made deployment routine in data centers, yet deploying them on leadership-class supercomputers remains an engineering challenge requiring scheduler integration, MPI launch, accelerator selection, node-local weight staging, and platform-specific patches. We pr
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