Instead of quitting, just find interesting videos which teach you something useful and/or fulfilling, or which intensify your non-youtube interests. This may make it more likely that you'll gradually use youtube less?

Disable auto-play.

Never click on a “recommended” video.

Subscribe to channels with high quality content.

Basically be picky, and make sure to be the one selecting what to watch.