Use rolled oats for the best texture. Stir the mixture well so the cocoa powder dissolves evenly and does not form clumps. If the oats feel too thick in the morning, add a splash of milk and stir. Chocolate overnight oats can be eaten cold straight from the fridge or warmed briefly in the microwave if preferred.