These links have some useful information. Some guilds are informal, some are more organized. If you want non-profit status you need to do some paperwork. One of the guilds I belong to went on for years before asking for non-profit status.
http://www.quiltguilds.com/establish.htm
http://www.themodernquiltguild.com/content/start-guild