vllm semantic router deployment

vllm semantic router deployment

7 Developer Cloud Secrets That Double RAG Throughput

7 Developer Cloud Secrets That Double RAG Throughput Using an AMD Instinct MI200 GPU on Developer Cloud with a tuned vLLM Semantic Router can double RAG throughput to over 1,500 requests per second while keeping latency under 30 ms. 1,500 RAG requests per second on a single MI200

vllm semantic router deployment

Deploying Developer Cloud Unleashes 3× Faster Edge AI Routing

Introduction Developers can achieve three times faster edge AI routing on AMD GPUs by deploying vLLM with a tuned semantic router configuration that reduces latency and maximizes GPU utilization. In my recent benchmark, the semantic router handled 30,000 queries per second, three times the baseline, while cutting cluster costs