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Haven't CPUs largely plateaued? They're just getting bigger, more power hungry, and multiplying cores.

Physics has hard limits and Moore's law is long dead.

AFAIK these don't have to be CPUs. ASICS are well suited for this purpose. This will be the most cost effective way to run LLMs.