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I clustered four Framework Mainboards to test LLMs


y mentioned they were testing a mini-rack AI cluster in their Framework Desktop presentation back in March. Imagine my surprise when Nirav Patel, Framework's founder and CEO, was at Open Sauce a couple weeks ago, and wanted to talk! He said they had seen my Project Mini Rack posts earlier this year and thought it was the perfect application to try out their new AMD Ryzen AI Max+ 395-powered Mainboard, as it's mini ITX dimensions fit inside a 10" rack.

Imagine my surprise when Nirav Patel, Framework's founder and CEO, was at Open Sauce a couple weeks ago, and wanted to talk! The Mainboard includes a pre-installed heatsink using phase-change thermal interface material (for more effective heat transfer off the bare APU die), and the fans will even spin down at idle. For my final cluster testing, mostly to ensure I wasn't running into any networking oddities, I stuck with the built-in NICs, and bought a NICGIGA 5 Gbps 8-port switch, since that's the only way outside of a bunch of hot copper transceivers to get multiple 5 Gbps-capable RJ45 ports in one box.

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