Preheat the oven to 350 degrees.
Cream butter and sugar, add the eggs one by one and the vanilla, add the mashed bananas.
Combine flour,cocoa and baking powder and add to the abode mixture alternating with the milk.
Add by hand, the chocolate chips and the nuts. Place the mixture in a grease baking pan and bake until completely cook in the center.