I would definitely leave them with momma hen. It is much easier on you, she is the perfect temperature to keep them warm and teaches them all kinds of cool things. You would also be able to let them out much sooner, since Momma will look after them.
My hen raised chicks seem to be smarter and healthier then the ones raised by us.