It's rare for the mask to stay on the whole night for me too, most nights I am awakened once - maybe twice briefly by the mask slipping and re-adjust it.
I fall back to sleep quickly.
I switch between a mask and nasal pillows - the pillows take a while to get used to at first but I get better airflow and don't have the issues that come with using the mask.