Sentence examples for not giving up from inspiring English sources

"not giving up" is correct and usable in written English.
You can use it when someone has been trying something that is difficult or that has taken a long time, as a preface to suggesting that the person should continue trying. For example: "After all the hard work you have done, I would encourage you to not give up and keep going!".