It is unlikely that there will be six students this year. There are more and more students studying, but the place is so big. Even though two new buildings have been built, the dormitory is still not very comfortable.
Moreover, the old dormitory building is still under planning and transformation, and a group of people want to move to the dormitory. Your wish is hopeless.
However, there are many student apartments outside the school. You can move out if you are afraid of noise, but it's a bit wasteful to pay the dormitory fee. If you have a good relationship with the teacher, you can ask the teacher for help.
You can also apply for a day school, which is much more convenient.