The standards for FA at prep school are different from college. So definitely apply for financial aid. The deadline for FA applications varies, but I don’t think anyone has a FA deadline that predates the application due date.
(They aren’t going to look at you FA application until looking at your admissions application and determining that you are a reasonable fit.)