ryzen-ai-max

AMD's Ryzen AI Max platform with 128GB unified memory enables local inference of large models up to 200 billion parameters, aiming to shift AI workloads from cloud to compact personal hardware.

A user reports that their Asus Ascent with Nvidia GB10 (DGX) is slower than their Ryzen AI Max when running LLMs like Gemma4-31B, despite expected 2-4x speedup, and shares their llama-cpp configuration for debugging.