The size of the monsters that they fight requires it.

Think about it, man. Even if you had the best sword ever, it would be wasted on a monster in comparison to which it is the size of a toothpick.
Unfortunately, that means that the FF Warriors have to learn how to use unusually large weapons as opposed to those that would be effective on humans/medium sized creatures alone.