Do you pay a babysitter for hours the children are asleep?

Pretty straightforward. I'm babysitting children for a weekend and I am paid on an hourly rate. The parents don't want to pay for the hours the kids are asleep, but I still need to be there. I'll be asleep also. What do you guys think?