I don't think you can leave. The numbers are random
Hints:
If she says 0, choose higher, because there's no lower number than zero.
If she says from 0 to 4, choose higher, because there's more higher numbers. if she says 6 to 9 always choose lower. 5 is in the middle, so good luck