The document discusses various methods for holding workpieces on a lathe machine, including chucks (three-jaw universal chuck, four-jaw independent chuck, collet chuck), holding work between centers, using a faceplate, and different types of mandrels (plain, expanding, gang, stub). The optimal holding method depends on factors like the shape, length, required machining operations, and condition of the particular workpiece.