Sort of. The default view is the root directory listing, followed by the README. If your root directory happens to contain many files, the README will be below the fold.
E.g., look at https://github.com/camlistore/go4. Unless your monitor height is 1600 px and you're using 90% browser zoom, you might not even see the README until you scroll down.