Polka Dot Peanut Butter Jumbos

1 cup butter or margarine
1 cup peanut butter
1 cup granulated sugar
1 cup firmly packed brown sugar
2 eggs
2 cups flour
1 teaspoon baking soda
1 1/2 cups plain or peanut M & M's