Why does caliban take up with Stephano and Trinculo?

Because of Stephano's generosity with his "celestial liquor," Caliban takes him to be some sort of benevolent god; much to Trinculo's disbelief, Caliban actually offers his service to Stephano, forsaking the "tyrant" Prospero. Stephano accepts the offer.