When rooting my wife's OV, it wouldn't do it until we inserted a freshly formatted SD card, then it worked like a charm. She had the factory supplied 2GB card in before, but it wouldn't do it.
Edit: just to clarify, I was referring to GingerBreak, like the OP. No ADB needed, if you can get it working.