Use some Sweets 7.62 or KG-12 bore cleaner like Dryflash said.
Start by soaking with a saturated cleaning patch wrapped on there, then wait about 10 minutes and give it a spin with firm pressure.
Reapply that a few times before escalating to using the bore cleaner with ScotchBrite. You may clean up with just the cotton patch.
You would have to be very aggressive with abrasives to get a significant size change with your fingers and just cleaning.
You should take a magnified look before you start it up again. If the finish is too rough, you may want to polish it in the longitudinal direction to eliminate roughness and asperities that aide in galling.
Start up with brass that has been Dry Tumbled only and not US cleaned or wet tumbled to see if the tool picks up brass again. I would even do the first ones with some Imperial Die Wax on them just to see how it starts up. If this breaks in well, then see if the brass that did this galling will run next.
Sometimes brass that is cleaned aggressively is ready to react by galling.