Do you say...turn the lights OUT or turn the lights OFF?
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@Kurtroedeger Either. Whatever comes to mind first, probably.
If I was being superduperalicecooper pedantic I might say "put the lights out"(in the same way one puts out a fire) or "switch/turn the lights off".