Hi Katya, this is a bit confusing but I will try to explain.
"Until" = a point in time, but it does not have to be specific.
"Not until" = something will not happen, or did not happen, or cannot happen, until a certain specific point in time.
Not until my 21st birthday will I learn how to drive a car.
It was not until midnight that the train arrived.
I do not have time to travel overseas now, not until my Christmas holiday break.
The last sentence does not have a point in time (21st birthday; midnight; Christmas holiday) so it does not need the "not".
I hope this helps and is not too confusing!