llamaperf

Qwen3.8 27B

on AMD Radeon AI PRO R9700 32GB · vLLM

Tone: positiveAMD hardware
Sep 17, 2026
Throughput
120.0 t/s gen · 3619.0 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
NVFP4

Summary

User reports Qwen3.8 27B NVFP4 at 120 tok/s at concurrency 1 on a single AMD Radeon R9700, with prefill at 3,619 tok/s at 16000 depth. Setup is a vLLM fork (radiance-vllm-mxfp4) with Unsloth's Qwen3.8 27b NVFP4 weights on one card. Median decode varies by category from 67.1 tok/s on chat to 153.1 tok/s on json, while update p50 stays between 34.2 and 42.5 ms. Concurrency scales to 471 tok/s at 8 concurrent requests.