Start CentOS without GUI

I have a VM with CentOS 6.0. It runs quite slow. To speed it up, I decide to turn off X11 GUI. Following the instructions here, this can be done by editing /etc/inittab. Just change from 

id:5:initdefault:

to

id:3:initdefault:

and restart.