You can shape them now. Prune just above a bump where a leaf will sprout. Do not cut the larger main branches back too much as they provide the backbone to keep the blooms up. The new thin branches will weep and those thick branches hold them up. Trim your plants back to just a foot or so shorter than you want the mature plant to be.
Thank you so much! That is exactly what I needed to know!