llamaperf

Qwen3.6 27B

on RTX 5000 PRO 48GB · vLLM · 196,608 ctx

Tone: positive
May 5, 2026
Throughput
80.0 t/s gen
Quant
FP8 (safetensors)
KV cache
F16
Flash Attention
on
System RAM
64 GB
VRAM reported
48 GB

Use cases

codingagentic

Summary

User reports 60-90 t/s with a typical 80 t/s on vLLM 0.20.1 with CUDA 12.9. Setup uses a BF16 KV cache and MTP=2 speculative decoding.