In the meantime, we suggest changing your Tumblr password (though there's no indication that passwords were necessarily taken, or any other personal information) and staying away from the site until the all clear is given.
ENGADGET: Hacker group rewriting Tumblr pages into a racist, anti-gay screed (update: Tumblr says it's fixed)