Why does my truck stall occasionally when I take off?

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Truck was stalling and not starting when going on stop and go errands. Recently changed the fuel pump and filter problem now is it will stall when taking off from a dead stop however if the rpms are revved it will take off just fine. When stalled if fuel reply is pulled out and put back truck will start.