Madison argue that large republic is more conductive to liberty than a small one by believing that a strong, united republic would be better able to guard against those. On the other hand, he thought that in order to limit the damage caused by faction, Liberty should be destroyed -- in which would work because "liberty is to faction what air is to fire"
