If you are open from before midnight until after it, then you should enter two separate sets of opening hours: one that ends at midnight (which is entered as 24:00), and the second of which begins at the start of the next day (entered as 00:00), as in this screenshot (in which the shop is open from 8pm until 4am the next day):
Posted in: WooCommerce Opening Hours and Delivery Times