"kick the habit "

If you kick the habit, you manage to stop doing something that has become a bad habit.

I wish I could stop smoking cigarettes but I just can't kick the habit.

Rashid used to bite his fingernails but his girlfriend made him kick the habit.

Note: "Kick a habit" can be used when talking about habits in general, as in "Kicking a habit isn't easy."