Heat oven to 350 degrees. In a medium bowl, sift together the flour, white sugar, 2 tablespoons cocoa powder, baking powder, and salt. In a separate bowl, combine milk, butter or oil, and vanilla. Stir into the dry ingredient mixture. Fold in nuts and spoon the batter evenly into a greased 8-x8-inch baking pan.