In a small bowl, beat the eggs until foamy, add the vanilla. Gently fold eggs into the flour mixture until just combined.
Cover cherries with cool water and drain. Set aside. Place flour in the bowl of an electric mixer with a dough hook attachment. Stir in the yeast. Add milk, eggs, yolks, sugar, salt, oil and butter.