Cheapest, easiest, cleanest way to punch holes in thin metal

Basically I got to punch a bunch of holes in some shims. Thicknesses vary from .003" to .050". I tried using a standard hole puncher and it worked really well for the thin stuff, but it broke on me at .008". What would you recommend?