It is unique to transform the coefficient matrix into a "simplified ladder". After the equations with the same solution are obtained, the values of the free unknowns are arbitrary, so different basic solution systems will be obtained, and thus different general solutions will be obtained.
The most common practice is to take the value of a free unknown as 1 and the rest as 0, because the basic system number obtained in this way is the simplest.