You can even say quitter if you leave work for home.
Je quit le travail à 5 heures et je rentre à la maison.
As has been said elsewhere in the Q&A in this lesson -
Quitter and laisser are transitive and have an object unlike ´partir' which doesn't , so the use of the verb will depend on the actual sentence ...
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Test your French to the CEFR standard