Combine dry ingredients and add to pumpkin mixture. Mix well. Fold in chocolate chips.
Fill greased or paper lined muffin cups 3/4 full. Bake at 400° for 16-20 minutes or until done.
Cool in pan 10 minutes before moving to wire rack.