llamaperf

Llama 3.2 3B

on AMD Radeon 8060S integrated GPU (Strix Halo; installed RAM unreported) · llama.cpp b6884 / 229bf6862 / ROCm

Oct 14, 2026
Throughput
74.3 t/s gen · 661.9 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
Q4_0 (GGUF)

Summary

User reports Llama 3.2 3B at 74.3 t/s generation and 661.9 t/s prompt processing on a Minisforum M1-S1 MAX with Ryzen AI Max+ 395 running Ubuntu 24.04.3. Setup is llama-bench on ROCm with the Q4_0 GGUF, one Radeon 8060S Graphics GPU (gfx1151) and -ngl 999. The headline pairs separate PP16 and TG64 phases; native values were 661.87 +/- 5.54 t/s and 74.31 +/- 0.05 t/s, with TG128 at 74.13 +/- 0.09 t/s.