You should use Unique Local IPv6 addresses per RFC 4193. This is the closest equivalent to the private address space in IPv4 (RFC1918).
It is important to follow the instructions in the RFC properly to ensure the uniqueness of the address block(s) you are using. -- Got some spare cpu cycles ? Join Team Helix or Team Starfire!