llamaperf

Llama 3.2 1B / Vulkan b10605 native PP512 TG128

on AMD Strix Halo 128GB · llama.cpp b10605 / a130532a / Vulkan

AMD hardware
Oct 13, 2026
Throughput
158.0 t/s gen · 7107.3 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 llama3.2:1b at 158 t/s generation and 7107.3 t/s prompt processing on a GMKtec EVO-X2 with Ryzen AI Max+ 395 and 128 GB unified memory. Setup is llama-bench build b10605 on the integrated Radeon 8060S via Vulkan, with Q8_0 and the model fitting wholly GPU-side. The figures are separate synthetic phases: a 512-token prompt evaluation and 128 single-token generation evaluations, not a combined request or 128 sampled output tokens. Five runs per condition were reported, with the highest and lowest dropped and the middle-three median given.