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title: README
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Welcome to The 75 Watt Lab, a space dedicated to the hardware-constrained hobbyist and the local LLM enthusiast who cares about the "why" as much as the "how." This profile focuses on squeezing maximum performance out of open-weight models without relying on a massive server rack.

Expect architectural breakdowns, deep dives into the IQ quant rabbit hole using GGUF and iMatrix to fit capable brains into modest RAM, and real-world CPU optimization benchmarks. The goal is to move entirely away from the basic chat box and treat local models like elite, tireless digital employees running right on your desk.