Should I bring a sleeping bag to the desert camp?

No — camps provide proper bedding and blankets; only wild multi-day treks call for a sleeping bag.

At Sundrift you sleep under cotton sheets and thick wool blankets on a real mattress. Save the luggage space for a warm jacket, which you will use every single evening.