I use water or Best Press. Sometimes my pressing turns into ironing, but I try to be cautious.
A tip I received from one of my LA teachers was don't press the quilt before loading. Load the quilt and then spray a 50/50 mix of water and Best Press and the fabric relaxes out most of the wrinkles. It works quite nicely.