They didn't, but those nukes did end up in various member states. The last couple months people have talked a lot about the 1993 deal between the US, Russia and Ukraine that got Ukraine to give up its nukes in exchange of (now apparently worthless) guarantees of territorial integrity.

If Russia collapses, there's going to be mostly tribal territories in Siberia that have nukes.