llamaperf

Qwen3.8 27B

on 2× AMD Radeon AI PRO R9700 32GB · vLLM · 16,384 ctx

Tone: positiveAMD hardware
Sep 25, 2026
Throughput
184.9 t/s gen · 3948.0 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
MXFP4
VRAM reported
32 GB

Summary

User reports Qwen3.8 27B at 184.9 t/s generation and 3,948 t/s prompt processing on 2x Radeon AI PRO R9700 32GB. Setup is vLLM with MXFP4 weights at 16,384 tokens of context; a 256K configuration is mentioned separately. The same model on the same machine reached 19.2 t/s generation and 590 t/s prompt processing with default llama.cpp Q8_0, and 29.7 t/s generation and 1,458 t/s prompt processing with llama.cpp Q8_0 using gfx1201 and tensor split.