My home lab is a mix of hardware, from the AMD Radeon RT 7900 XTX that runs one inference box to the Nvidia flagships that run the heftier models, and a scattering of mini PCs. Oh, and a DGX Spark sitting in the rack being weird in its own ARM64 way. I wouldn’t change that mix for the world. I love each piece of hardware for different reasons, but for the longest time, they all demanded their own inference stack.