The present disclosure provides a method for forming a semiconductor package and the semiconductor package. The method comprises attaching an interconnect device to a semiconductor substrate, and flip-chip mounting at least two chips over the interconnect device and the semiconductor substrate. Each chip includes at least one first bump of a first height and at least one second bump of a second height formed on a front surface hereof, the second height being greater than the first height. The method further comprises bonding the at least one second conductive bump of each of the at least two chips to the upper surface of the semiconductor substrate and bonding the first conductive bump of each of the at least two chips to the upper surface of the interconnect device Thus, the method uses a relatively simple and low cost packaging process to achieve high-density interconnection wiring in a package.