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Deploying vLLM Semantic Router on AMD Developer Cloud

· 11 min read
Xunzhuo Liu
Intelligent Routing @vLLM
Haichen Zhang
Sr. AI Engineer @AMD
Andy Luo
Sr. Director @AMD

AMD Developer Cloud and vLLM Semantic Router overview

Running vLLM Semantic Router on AMD Developer Cloud is not just about bringing up one more inference endpoint. It is about turning it into a routed multi-tier system that can classify requests, choose a semantic lane, and make replay and Insights immediately useful.

This post walks through the practical path: start the ROCm backend on an AMD Developer Cloud instance, install vLLM-SR, import the reference profile, and validate the deployment end to end.