Small base does almost exactly what the name says. So those dies resize your brass to a smaller base set of dimensions. So if company A normally sizes things a bit large, you may need a smaller set of specs to be able to resize certain brass that wad fired from a generous chamber. Most commonly at this point, it is vogue to use them in AR pattern rifles.