How far in advance can I prepare chocolate for a chocolate fountain?

I'm having a chocolate fountain for my grad and was wondering how far in advance can I make the chocolate. Because there is a banquet that starts at 4:30 and then we go to the ceremony, so we won't be home til nine. So i was hoping to prepare the chocolate in the afternoon.