1. Harry decided to stop smoking cigarettes all at once. He decided to quit cold turkey.
2. Many doctors believe that if you want to give up using a drug, you can’t do it gradually. You have to stop cold turkey.

This slang expression was originally used to describe a way of stopping the intake of addictive drugs, and is still used most often in reference to drugs, including cigarettes.