Turn the oven to 350 degrees Fahrenheit. Combine all dry ingredients in a basin. Mix thoroughly.
Beat in the eggs, pumpkin, and vegetables until thoroughly combined.
Stir in chocolate pieces and pour into muffin liners or a greased muffin tin to a quarter capacity.
Bake for seventeen to nineteen minutes.