In large bowl, beat sugar and butter with electric mixer until light and fluffy. Add eggs one at a time, mixing after each addition. Add milk, unsweetened chocolate and vanilla; beat until well combined. Add flour mixture and beat until just incorporated. Fill each baking cup 1/3 full. Drop a piece of milk chocolate onto the batter; reserve remaining chocolate. Spoon remaining batter into pan until cup is 2/3 full.