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Loan Servicing Rights - Summary of Loan Servicing Rights (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2020
Dec. 31, 2019
Dec. 31, 2018
Servicing Asset at Fair Value, Amount [Roll Forward]      
Balance, beginning of period $ 56,313 $ 23 $ 25
Acquired in the TCF/Chemical Merger 0 59,567 0
New servicing assets created 17,209 4,969 7
Impairment (charge) recovery (17,605) (3,882) 0
Amortization (17,614) (4,364) (9)
Balance, end of period 38,303 56,313 23
Valuation allowance, end of period (21,488) (3,882) 0
Loans serviced for others that have servicing rights capitalized, end of period $ 6,203,199 $ 6,566,892 $ 0