llamaperf

Qwen 3.5-27B / ROCm native PP512 TG128

on AMD Strix Halo 128GB · llama.cpp / ROCm HIP / benchmark build unknown

AMD hardware
Oct 13, 2026
Throughput
7.5 t/s gen · 296.9 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
Q8_0 (GGUF)
System RAM
128 GB

Summary

User reports Qwen3.5-27B at 7.5 t/s generation and 296.9 t/s prompt processing on an AMD Strix Halo 128GB machine. Setup is llama.cpp's llama-bench with Q8_0 and F16 K/V cache, run with -ngl 999 on a Radeon 8060S. The two phases are separate: PP 512 at 296.89 +/- 24.46 t/s and TG 128 at 7.49 +/- 0.01 t/s, where the second is 128 synthetic single-token steps rather than a real 128-token answer.