Preheat oven to 350°. In a large bowl, mix together the cake mix and baking powder. In a small bowl, mix together the eggs, oil and vanilla. Add the egg mixture to the cake mixture and stir to combine. Stir in the sprinkles. Drop by spoonfuls onto a cookie sheet or silpat.

Bake for 10 minutes. Allow to cool for 5 minutes on cookie sheet.