You probably want a coarser grit to save time, or a nail file. 600 works quickly for me.
Alternatively, you could try moisturizing the callous with liberal amounts of lotion or some other method. If you're lucky this can soften it so that it's less slippery on the strings. Wipe or wash off any lotion before picking up the guitar.