I've run local video generation models on an 8GB graphics card and know firsthand that nothing runs smoothly when memory is insufficient. So seeing 14GB of weights crammed into 2GB of RAM is impressive.

If running continuously for over an hour (like an overnight batch task), will a fanless MacBook Air overheat and throttle? Can the SSD handle the continuous weight reads and sustained output speeds?

Great work, congratulations on the release!

This is where MoEs shine though. You don't need all experts in memory at once. Diffusion inference doesn't have sparse inference.