GitLab: How to disable automatic startup?

I have not found a way to disable the automatic startup and it ends up using too much RAM when I'm not using.

The init files are not inside /etc/init or init.d.

I try update-rc.d gitlab remove and no results.

I am using GitLab 8.5.4 in Debian 8.