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You need to DFU it and restore. Won't work otherwise.

It will. I've restored using a .ipsw and by clicking alt + restore countless times for years. Doesn't seem to work for a handful of people and I'm not sure why exactly, but personally I've done it on several devices many, many times since iOS 4.
 
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