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How is it so fast? Anyone know what they are doing differently?

Its not using GPUs. Its using Groq's own HW - LPUs

How much do they cost to buy? Could I get something reasonable for $20k?

Yeah you could get something reasonable :) Reach out to our sales team: https://groq.com/contact/

Any plans for local/home inference?