You can drop them if you don't want to give yourself a leg up to start.
On the other hand, I am loving the ammo crafting as I just built up a ton of badass .357, .308, and 10mm rounds. .357 for general purpose, .308 for hard targets, and 10mm for juicy soft targets. Oh baby!!! :D