tar: kill the error message: 'tar: Removing leading `/' from member names'

your options:

-P, --absolute-names : don't strip leading `/'s from file names

or

-C /

... and a relative path for things to go into the tar, like so:

tar -C / -czvf /var/backups/svn.tgz var/svn/*