Probably the dimmer unit. Also called the rheostat.
It's on the bottom corner on the rear of the cluster, remove the cluster and the rheostat has one screw to remove before pulling it off.
You may get away with cleaning contacts with switch cleaner, but if not then a good used one will just slot in.
Disconnect the battery before pulling the cluster though.