In medium bowl, combine flour and baking powder; set aside. In large bowl, combine granulated sugar and melted butter with electric mixer. Add eggs, one at a time, and vanilla extract; mix well. Gradually add flour mixture; mix well. Stir in nuts. Fill each cavity with 1/3 heaping cup of batter.