Can a Mac mini run Kimi K3? I did the memory math
I wanted the answer to be yes. I have a Mac mini, Kimi K3 is free and open, and "run a frontier model on a $1,400 box" is the kind of result I would love to report. The memory math says no, and it is not close. Here is the arithmetic, and what I run instead. Kimi K3 is bigger than "big" Kimi K3 is a mixture-of-experts model with 2.81 trillion parameters , activating 16 of 896 experts per token.…
The headline "Can a Mac mini run Kimi K3? I did the memory math" explores whether it is possible to run the Kimi K3 model on a Mac mini computer. After performing memory calculations, the answer is no, a Mac mini is not capable of running the model. The memory requirements of the model are far beyond what a Mac mini can provide, even the largest Mac Studio only offers a fraction of the necessary memory.
Additionally, the Kimi K3 model is not configured to run locally, but rather routes requests to the model's servers in the cloud. The author tested the performance of smaller models that could fit on a Mac mini, finding the 14 billion parameter model to be about 2.4 times faster than the 32 billion parameter model. The author concludes that if you are considering running a large model locally, the Mac mini is not a suitable option, and you should look for a computer with more memory and the ability to run the model locally.
Written by urgent.news from Dev.to's reporting — not their text. Machine-written — may contain errors; check the original before relying on it.
