Preheat oven to 425°F. Spray a 12 count muffin pan with nonstick spray or line with cupcake liners.
In a mixing bowl beat together the white sugar, brown sugar, pumpkin puree, olive oil, eggs, and milk.
Add the baking soda, salt, cinnamon, pumpkin pie spice, ginger, and flour and mix on medium speed until well combined.
Mix in the chocolate chips just until combined.
Spoon the batter into liners, filling all the way to the top.
Bake in 425 degree oven for 5 minutes. Then turn down heat to 350 degrees and bake for another 17 minutes or until a toothpick inserted in the center comes out clean.
Allow the muffins to cool for 5 minutes in the pan before eating.