When I turned the key to my 2004 toyota avalon the dash lights light up but nothing happened. The key turns like it is not attached to anything the dash lights stay on now even when I turn the key to off and remove it. So it seems the ignition switch is stuck in the on position how do I resolve this.

Sounds like you need to replace the ignition switch. Disconnect the negative battery cable first, after recording any radio codes.