The utility model relates to a high-speed drum type automatic paper pressing and rolling machine, a machine table is at least provided with a pair of rolling shafts each other correspondingly, wherein, the surface of one rolling shaft is provided with two correspondingly parallel grooves, and each groove is inside provided with a locking adjusting member. The rolling shaft is provided with an integral forming cutter model sheet which is matched with the connection and positioning of the locking adjusting member in the groove, and the cutter model sheet is positioned at a precise position with the extending and shrinking quantity of the locking adjusting member. The surface of the other rolling shaft is coated with a paper film, the rolling shafts correspond to a rolling, the cutters on the cutter model sheet directly roll paper, and the cutters do not injure the surface of the rolling shafts. The paper pressing and rolling machine has the advantages that the paper can be rolled with high speed, and work efficiency is greatly enhanced. The utility model also has the advantages of noiseless effect, the cutter model whose volume is small, and easy storing.