In front of the bank, party member is equal to the masses, and the loan amount you can apply for should be determined according to your credit limit and the assessed value of the collateral.

Of course, there will be some small loans guaranteed by the government in some places to support farmers' entrepreneurship and agricultural development or college students' entrepreneurship. You can ask, but it has nothing to do with whether you are party member or not.