llamaperf

Qwen3.8 27B

on 4× AMD Radeon AI PRO R9700 32GB · vLLM-Radiance · 262,000 ctx

Tone: positiveAMD hardware
Sep 7, 2026
Throughput
36.6 t/s gen · 17636.0 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
FP8

Summary

User reports Hermes with Qwen 3.8 27B fp8 at 262k context on a quad R9700 setup, with prefill at 17636 t/s and TG at 36.6 t/s. Setup is vLLM-Radiance, with one GPU on PCIe 4x8 and three on 4x16. Best TG reached 106 t/s with 80% MTP 4 acceptance. vLLM-Radiance works well with the quad setup despite official dual support.