llamaperf

Gemma 4 31B

on AMD Strix Halo 128GB · Gufo

AMD hardware
Oct 11, 2026
Throughput
6.4 t/s gen · 515.7 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
UD-Q8_K_XL (GGUF)
MTP (Multi-Token Prediction)
off
System RAM
128 GB

Summary

User reports Gemma 4 31B at 6.4 t/s generation and 515.7 t/s prompt on an AMD Strix Halo 128GB unified-memory system. Setup is the Gufo Gemma development fork with UD-Q8_K_XL, one warmed HTTP single-session request, greedy temperature 0/seed 1, thinking off, autoregressive with draft_n=0. The run used prompt_n 2038, cache_n 0 and predicted_n 128; the rates are engine-stage figures, not prompt/TTFT or whole-request throughput, and come from a single sample.