llamaperf

Qwen 3.5-35B-A3B / ROCm native PP512 TG128

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

AMD hardware
Oct 13, 2026
Throughput
44.0 t/s gen · 1079.9 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 Qwen3.5-35B-A3B at 44 t/s generation and 1079.9 t/s prompt processing on an AMD Strix Halo 128GB machine. Setup is llama.cpp's llama-bench with the Q8_0 GGUF at -ngl 999, stock five repeats, depth 0, batch 2048 / ubatch 512, F16 K/V, flash attention off and mmap on. The two phases are separate: PP 512 at 1079.88 +/- 55.12 t/s and TG 128 at 44.04 +/- 0.12 t/s, where the second is 128 synthetic single-token steps rather than a real 128-token answer, and no TTFT was measured.