I once had an identical problem on a 7.3 idi.

It ended up the rotary injection pump would pull fuel to run, but I had fried the lift pump, which was mechanical.

Needless to say, the truck didn't like this, but it ran mostly until the rotor head got sloppy, and it wouldn't start with hot fuel.