composer create-project silverstripe/installer ./ss33 3.3.0-beta1
You can also download pre-built zip / tar from http://www.silverstripe.org/software/download.
Thanks to everyone who has helped contribute to the SilverStripe project, and for making this release possible.
Kind Regards,