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Turn down:
means to refuse or reject something, like an offer or invitation.

Examples:
1- Famous actor Leonardo DiCaprio once turned down the role of Anakin Skywalker in Star Wars. Imagine how different the movie would have been!
2- Tim turned down a chance to join his friends on a camping trip by saying, "I’m more of an indoorsman; mosquitoes don’t deserve my blood!"