I would say at least a long afternoon, but more likely the better part of the day. I disassembled a Series I machine to get it into my basement shop. The total weight was around 2,200 lbs., The individual components aren't all that light. The head alone weighs about 200 lbs., the ram adaptor 80 lbs., the ram is 215 lbs., the turret is 215 lbs., the column is 715 lbs., the knee is 257 lbs., the saddle is 142 lbs., and the table is 365 lbs.
You'll need some sort of lifting device to lower the head, ram, knee and table. The table will be the trickiest. You have to run it completely off the saddle and it has to be perfectly aligned the entire distance or you'll break either the table or saddle ways. I used a hydraulic cart to be sure everything was in alignment. Another problem might be the knee. It has to be lifted high enough to disengage the ways, and like the table has to remained perfectly aligned the entire distance to avoid breaking the ways.
I doubt the seller disassembled and moved the machine in the amount of time he's giving you to do it. I took more than a full day do disassemble my machine, and more than a day to reassemble it.