by focusing to infinity, do you mean turning the focus ring all the way to the left?
as my lens doesn't have any distance meter.. (Nikon 18-105mm KIT lens)
Since there is no distance scale/window, focus on any building near the firework launch site will do. You may also want to adjust your aperture to bigger for wider or smaller for narrower light trails.