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>Any suggestions on building a low-power desktop that still yields decent performance?

You don't for now. The bottleneck is mem throughput. That's why people using CPU for LLM are running xeon-ish/epyc setups...lots of mem channels.

The APU class gear along the lines of Halo Strix is probably the path closest to lower power but it's not going to do 500gb of ram and still doesn't have enough throughput for big models






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