"Do not leave!"
Translation:Gehe nicht weg!
Both "Geh" and "Gehe" are ok as the second-person singular imperative. They are completely interchangeable. This is true for most verbs but not for all. This is a useful link explaining it: https://www.dartmouth.edu/~deutsch/Grammatik/Imperative/Imperativ.html