I Ran a 2.78 Trillion Parameter Kimi K3 LLM on 8GB RAM with No GPU: Here’s How It Actually Works

I Ran a 2.78 Trillion Parameter LLM on 8GB RAM with No GPU: Kimi K3 in C The short version, upfront: This isn’t marketing fluff about “running a 2.78T model in 8GB.” I actually ran the inference engine on a standard laptop with only 8 GB of RAM, got the correct first token, and verified that it produces byte-for-byte identical outputs compared to a 224 GB server rack. The catch? Each token takes about half a minute. This post is a hands-on log of setting it up—downloading the 1.56 TB checkpoint, packing the trunk, running the same prompts across different …