What size set screw is needed? These do not come with them and the ones from the original knobs are too large.

The knobs do come with a set screw, though it could have fallen out, or be hard to see. The set screw takes a 1/16 Allen wrench, and the set screw itself is a #6 x 32 tpi x 1/8 in length.