Running a One Trillion-Parameter LLM Locally on AMD Ryzen AI Max+ Cluster
Summary
The AMD technical article explains how to run a trillion-parameter LLM locally on an AMD Ryzen AI Max+ cluster, outlining the hardware requirements, software stack, and inference techniques needed to achieve feasible performance. It covers model/data parallelism, offloading strategies, memory bandwidth considerations, and practical guidance for developers aiming to deploy ultra-large models on local hardware.