vllm semantic router

vllm semantic router

Team Cuts 50-MS Inference 3× With Developer Cloud

The Problem: 50-ms Inference Bottleneck We reduced a 50-ms inference gate to roughly 16 ms, delivering a three-fold latency improvement by moving the workload to a developer-focused cloud environment. The original latency stemmed from mismatched hardware, sub-optimal memory bandwidth, and a lack of end-to-end profiling. In Q2 2024 our internal

amd developer cloud

One Decision That Unlocked Zero‑Latency for Developer Cloud Teams

One Decision That Unlocked Zero-Latency for Developer Cloud Teams In 2024, developer cloud teams on AMD GPUs began noticing persistent latency spikes. The decision to integrate vLLM’s semantic router with aggressive memory optimization eliminated those spikes, achieving near zero-latency inference. The Memory Crunch on AMD GPUs When I first