llamaperf

GLM 4.5-Air / Vulkan b10605 native PP512 TG128

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

AMD hardware
Oct 13, 2026
Throughput
25.6 t/s gen · 276.9 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
Q4_K_M (GGUF)
System RAM
128 GB

Summary

User reports GLM-4.5-Air at 25.6 t/s generation and 276.9 t/s prompt processing on a GMKtec EVO-X2 with Ryzen AI Max+ 395, integrated Radeon 8060S and 128 GB unified memory. Setup is llama-bench build b10605 on Vulkan with Q4_K_M, models fitting wholly GPU-side on the single iGPU. The figures are separate synthetic phases, PP 512 and TG 128, not a combined request; five runs per condition with the highest and lowest dropped and the middle-three median reported.