What is the reason of Radiator to lose water to storage tank with no overheatin

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When i travel a long distance radiator dry by loosing water through storage tank.and when i press the accelerator when radiator cap is removed water jumps from radiator i changed cylinder head gasket,i removed thermostat and cleaned radiator but the problem is still there