Mix vegan butter, sugar and vanilla in a bowl, by hand or with a mixer. Add eggs. In a separate bowl mix 2½ teaspoons baking powder with 2½ cups flour. Add the flour mixture to the wet mixture and mix until dough forms, add mini chocolate chips and mix until incorporated.