The unzipped zip is 3.79MB. The install directory/folder is in the download. You upload it once with each new upgrade, set the correct permissions on it, then run it from your browser. When the upgrade is done, you delete the entire install folder from your webserver.
You might want to consider putting up a private/offline test forum as practice before updating your live forum. You can always delete it after you get the hang of this.
