How I Got Qwen3.8-27B from 18.66 to 192.40 tok/s on One L40S

We recently deployed Qwen3.8-27B internally at work. The setup was fairly straightforward: one NVIDIA L40S serving the model through vLLM, LiteLLM in front of it for authentication and per-user API ke