In a large mixing bowl or bowl of a stand mixer, add the eggs and sugar. Beat on medium speed until pale and fluffy, about 10 minutes. Add in the vanilla and mix just until combined.
Add half of the flour mixture to the egg mixture and beat just until combined. Mix in the whole milk until combined and then mix in the rest of the flour mixture until just combined.