You have several ways to install YunoHost. The process may slightly differs whether it takes place at home or if you want to do it remotely, and regarding the hardware used: See the requirements
This page lists few installation guides.
If you have already installed Debian 7 (wheezy) on a server, you are able to install YunoHost via script.
