Provisioning an AMD Strix Halo Local LLM Node with Ansible, ROCm 7.1, and llama.cpp

How I automated a 128 GB unified-memory AMD Ryzen AI MAX+ 395 (Strix Halo gfx1150) box to run 60+ GB GGUF models in GPU memory using Ansible, kernel TTM/GTT tuning, ROCm 7.1, and llama-server router mode.

November 4, 2026 · 4 min · 681 words · John Dansak