The invention relates to the technical field of dies, in particular to a rapid forming die for machining parts with holes. The die comprises a base platform, a vertical plate and a die set, the vertical plate is fixed to the rear side of the top of the base platform, a base plate is slidably mounted on the front side of the top of the base platform, and the die set comprises a lower die and an upper die. A clamping device for fixing the lower die is installed on the right side of the base plate, a hole channel is formed in the end, close to the vertical plate, of the base plate, a cylindricalrod is movably installed at the bottom of the lower die, a material receiving pipe is fixed to the top of the upper die, a cold air pipe is installed in the middle of the front end of the vertical plate, an air outlet is fixedly formed in the end, away from the vertical plate, of the cold air pipe, transverse rods are fixed to the left side and the right side of the front end of the vertical plate, first electric telescopic rods are installed at the bottoms of the other sides of the transverse rods, suction cups are installed at the bottoms of the first electric telescopic rods on the right side, a material injection pipe matched with the material receiving pipe is installed on the left side of the front end of the vertical plate, and an air gun pipe matched with the material receiving pipe is installed on the right side. The die is provided with three demolding mechanisms. The demolding effect is good.