vLLM details performance optimization for MiniMax M3 on AMD MI355X
#vllm#amd#optimization#llm-serving
A vLLM blog post describes a methodology for optimizing LLM serving performance on AMD Instinct MI355X, using MiniMax M3 as a case study. The approach involves inspecting local shapes, removing repeated work, verifying data movement and dispatch, and following the queue to address bottlenecks.
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vLLM BlogAMD and Embedded LLM Teams
A performance model for LLM serving: inspect local shapes, remove repeated work, verify data movement and dispatch, then follow the queue.