In a large bowl, whisk together the flour, cocoa powder, sugar, salt, and baking soda.
Whisk eggs, sour cream, milk, vegetable oil, and vanilla extract in a bowl. Add chocolate chips and wet ingredients, stir, and distribute batter evenly in cupcake liners.
Bake muffins 18-22 minutes, removing toothpick cleanly. Store at room temperature.