No, you should not drive with a faulty high pressure fuel pump. This is because the pump is responsible for supplying fuel to the engine at a high pressure, and if it isn't working properly, the engine will not run efficiently. Additionally, driving with a faulty fuel pump can potentially damage other components of your car.