Preheat your oven to 325 F and butter and flour your bundt cake pan.
In a large bowl, whisk the flour, cocoa powder, baking soda, and salt. Set aside.
In a small bowl, whisk together the sour cream and milk. Set aside.
In an electric mixer, beat the butter and sugar on medium high until light and fluffy.
Add eggs one at a time, making sure to mix well after each one. Add vanilla and mix well.
Put the mixer on low and mix in half of the flour mixture. Pour in the milk an sour cream mixture.
Add the rest of the flour mixture and mix until incorporated.
Fold in the chocolate and peanut butter chips.
Pour the batter into the pan and smooth out the top with a spatula.
Bake for about 55 minutes or until an inserted knife comes out clean.
Set aside to cool before removing form the pan.
After removing the cake, thinly slice off the bottom of the cake so it sits evenly on a plate.