You want to teach him to sleep through the night as quickly as possible.
If you think your puppy needs a potty break in the middle of the night, do your best to go to the puppy when he's quiet.
I recommend setting your alarm for 2:30 or 3.
So do your best to ignore all crying and only go to your puppy when he's quiet.