Cherries need only two things to stay fresh: a cold environment, and a sealed container.
This should help your cherries to maintain a firm flesh, and a plump green stem for up to two weeks after purchase.
However, the sooner you consume a cherry after picking, the better the taste experience.
Enjoy.