llamaperf

Baguettotron 321M / BF16 / Vulkan native PP512 TG128 / runtime build unknown

on AMD Strix Halo 128GB · llama.cpp / Vulkan KHR cooperative matrices / build unknown

AMD hardware
Oct 13, 2026
Throughput
185.0 t/s gen · 5879.0 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
BF16
System RAM
128 GB

Summary

User reports Baguettotron 321M at 185 t/s generation and 5879 t/s prompt processing on an AMD Strix Halo 128GB machine. Setup is llama.cpp with Vulkan on the Radeon 8060S iGPU, BF16 weights, 6 threads, and -ngl 999 for maximum GPU offload. The figures come from separate llama-bench phase tests, PP512 and TG128, not an end-to-end rate; the rates are rounded and no raw timings, context depth, or KV cache details are reported.