Running a 2.8 Trillion Parameter Model on 8 GB RAM: What Actually Works (and What Doesn’t)

A model from Moonshot AI—Kimi K3, with 2.8 trillion parameters—runs on a standard machine with just eight gigabytes of RAM. The claim is true, and it deserves scrutiny. But the headlines hide critical details about how it actually works and what that means in practice. Developer FareedKhan-dev published on GitHub an inference engine written in … Read the guide →