vllm benchmarking amd mi250x

Deploying vLLM Semantic Router on AMD Developer Cloud — Photo by Ivan S on Pexels

5 Silent Developer Cloud Latency Killers Exposed

5 Silent Developer Cloud Latency Killers Exposed Latency on AMD-based developer cloud instances can bleed up to 30% beyond the model’s raw inference time, and the hidden culprit is often the semantic routing layer. In my experience, teams overlook the routing overhead while chasing faster model chips. This article