I’m which particles transition do molecules directly move from a state involving vibration in a fixed position to a state involving random movement of high speed particles?
This is likely the phase change from solid to gas, or sublimation. Gas molecules have more random motion and higher kinetic energies than liquid molecules, so the change is sublimation.