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
11.3 t/s gen · 295.2 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
Q4_K_M (GGUF)
System RAM
128 GB

Summary

User reports Qwen3.5-27B at 11.3 t/s generation and 295.2 t/s prompt processing on an AMD Strix Halo 128GB machine. Setup is llama.cpp via docker compose with the Q4_K_M GGUF at -ngl 999, stock F16 K/V cache and flash attention off. The two phases are separate synthetic runs: PP 512 at 295.17 +/- 24.78 t/s and TG 128 at 11.27 +/- 0.01 t/s, where the second is 128 single-token steps rather than a 128-token answer. No TTFT was measured.