does this work similar to airllm? i am wondering how it would handle something like quantizing kimi k3 on a budget of 8 gbs, or is that something you are not attempting to solve yet?

Yes that is exactly what this does.

Could you explain what happens when you try to shoehorn a 2.4T parameter model into a 24gb m4 mac?

Wondering the same thing but for 48gb M5 Max.