vllm deployment
Developer Cloud Is Broken - Gain 35% GPU Speed
In my recent benchmark, the optimized pipeline reduced latency from 521 ms to 342 ms, a 34% improvement. You can achieve similar gains on Developer Cloud by fine-tuning GPU affinity, memory bindings, and deploying the vLLM Semantic Router on AMD ROCm. The steps below show how to win the race