Meaning:

Quit a bad habit such as smoking or drinking alcohol suddenly, without any gradual adjustment.

If you quit something (smoking, etc.) cold turkey, you stop it suddenly and completely.

Example:

Tom was a heavy drinker for more than 15 years; then he quit drinking cold turkey. He's never drunk again since then.

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