They leak a lot.
From what you described though, it sounds like the valve stem isn't seating properly on the o-ring; UNSCREW the main valve (the one at the rear of the gas block) a little bit -- yes it sounds wrong, but if you look at how it's built you'll understand why its leaking if its screwed in too much.
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