Preheat your oven to 350*. Mix the cake mix, water, softened butter and chocolate pudding mix together on low for 30 seconds. Increase the speed to medium and mix for an additional 2 minutes.
In a separate bowl, add chopped cherries and flour and stir to coat the cherries. Fold those in gently to your cake batter. Add the batter to a greased bundt pan and bake for 40-50 minutes.
Allow the cake to cool in the pan for 10 minutes and then turn it onto a cooling rack.