Forget means “to not remember”. It directly references an object.
Forget about means “to remove from memory”. It references a related idea or an abstract idea, rather than a direct object.
In some cases, “about” is optional or the meaning does not change.
With English-Test, and LearnersDictionary.
Forget vs. Forget About (New Horizons 2, Unit 1)