Tres Leches cake is a Mexican dessert that means three kinds of milk. I guess you could call this cake a three-milk cake. This gluten free milk cake recipe is a delicious cake to make at any time, though many make this cake in celebration of Cinco de Mayo. This recipe makes individual cakes like in this recipe, or you can make one large cake for a crowd.