Someone on the Rails mailing-list asked whether it was possible to download the documentation. Good question I would say. The answer was good as well. :)
When you installed Rails via rubygems you should have it already!!
Ok, next question would be, How do I access it then?.
Again very simple anwser, run 'gem_server' at the command line and point your browser at http://localhost:8808.