Currently QuickPwn requires your device to be running version 2.0.1 of the iPhone/iPod firmware. This requirement will change in a subsequent release.
Remember that although this is a development release, jailbreaking only deals with the S5L (application processor) side of the device, so it’s impossible for this to permanently damage your device.