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AMD Strix Halo / Ryzen AI Halo local LLM setup and benchmark guide for Ryzen AI MAX+ 395 and Radeon 8060S: Ollama, llama.cpp Vulkan/RADV, ROCm, 101 t/s Qwen3-Coder, CHADROCK MTP, 120B GGUF, and raw evidence.
Turn a cheap mini PC — or an old Intel Mac mini — into a bulletproof, always-on headless homelab server. Tested power-on/wake fixes, per-model guides, and an agent setup wizard.