The preparation of metal sulfide catalysts typically involves the sulfiding of metal oxides. This can be achieved through various methods such as impregnation, co-precipitation, and thermal decomposition. The choice of preparation method can significantly influence the physical properties and catalytic performance of the resulting metal sulfide. It is also common to employ promoters and support materials to improve the activity and selectivity of the catalysts.