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LOANS AND ALLOWANCE FOR CREDIT LOSSES - Loan Summary (Details) - USD ($)
$ in Thousands
Sep. 30, 2023
Jun. 30, 2023
Dec. 31, 2022
Sep. 30, 2022
Jun. 30, 2022
Dec. 31, 2021
Loans receivable, net            
Loans $ 9,450,066   $ 8,809,394      
Allowance for credit losses (64,945) $ (63,284) (61,059) $ (60,363) $ (55,542) $ (49,869)
Loans, net of allowance for credit losses 9,385,121   8,748,335      
Business lending            
Loans receivable, net            
Loans 3,914,935   3,645,665      
Consumer mortgage            
Loans receivable, net            
Loans 3,196,764   3,012,475      
Consumer indirect            
Loans receivable, net            
Loans 1,708,302   1,539,653      
Consumer direct            
Loans receivable, net            
Loans 185,301   177,605      
Home equity            
Loans receivable, net            
Loans 444,764   433,996      
Commercial Portfolio Segment | Business lending            
Loans receivable, net            
Loans 3,914,935   3,645,665      
Allowance for credit losses (26,044) (25,291) (23,297) (23,931) (23,241) (22,995)
Residential Portfolio Segment | Consumer mortgage            
Loans receivable, net            
Loans 3,196,764   3,012,475      
Allowance for credit losses (14,971) (14,553) (14,343) (13,818) (12,631) (10,017)
Residential Portfolio Segment | Home equity            
Loans receivable, net            
Loans 444,764   433,996      
Allowance for credit losses (1,594) (1,600) (1,594) (1,581) (1,470) (1,814)
Consumer Portfolio Segment | Consumer indirect            
Loans receivable, net            
Loans 1,708,302   1,539,653      
Allowance for credit losses (18,290) (17,808) (17,852) (17,018) (14,378) (11,737)
Consumer Portfolio Segment | Consumer direct            
Loans receivable, net            
Loans 185,301   177,605      
Allowance for credit losses $ (3,046) $ (3,032) $ (2,973) $ (3,015) $ (2,822) $ (2,306)