The technical report mentions it the training data was fed at up to 1920x1080 (allowing for a vertical 1080x1920 as well) so I'd guess that's why all of these videos were 1080p or lower, any larger and it probably gets wonky fast. I didn't see anything on absolute compute requirements and their impact on time to generate though.