I think that would still be a bad idea - running billions of parameters on a laptop - because it’s not just the battery, you might also want to think about how much the heat-sink can handle cooling. However, there’s nothing wrong with running the model a few times. If that were a desktop GPU, it would handle a load as heavy as that easily.

Might I suggest you try using KOALA once? It has way lesser parameters than your typical large-scale diffusion model, so it will be forgiving on your device. Best of luck with your attempt.