llamaperf
Oct 12, 2026
Throughput
41.6 t/s gen · 1698.9 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
Q8_K_XL (GGUF)
Flash Attention
on
MTP (Multi-Token Prediction)
off
System RAM
128 GB

Summary

User reports Gemma 4 26B-A4B at 41.6 t/s generation and 1698.9 t/s prefill on an AMD Strix Halo 128GB machine. Setup is llama.cpp with Q8_K_XL, ROCm 7.2.3 HIP backend, Flash Attention enabled, -ngl 99, -b 2048 and -ub 2048, on one Ryzen AI MAX+ 395 with 128 GB unified memory. The headline combines two separate phase tests, pp512 and tg128, not one paired request; the same model's baseline control reports pp512 = 1369.67 and tg128 = 41.61 t/s.