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Related Party Transactions - Transactions with CCRE (Details) - USD ($)
3 Months Ended 6 Months Ended
Aug. 16, 2019
Jul. 22, 2019
Jun. 30, 2022
Jun. 30, 2021
Jun. 30, 2022
Jun. 30, 2021
Related Party Transaction            
Mortgage servicing right recognized     $ 17,963,000 $ 15,446,000 $ 36,264,000 $ 34,123,000
Third Party Bank And Cantor Commercial Real Estate LP            
Related Party Transaction            
Amount of loan purchased by third-party (in percentage) 80.00%          
Amount of loan retained by third-party (in percentage) 20.00%          
Interest rate on loans receivable (in percentage) 4.38%          
Real Estate Loan | Third Party Bank And Cantor Commercial Real Estate LP            
Related Party Transaction            
Commercial real estate loan   $ 146,600,000        
CCRE | Loan Referral Agreement            
Related Party Transaction            
Revenue from loan referral agreement     0 0 0 0
CCRE | Primary Servicing Rights            
Related Party Transaction            
MSR acquired     0 0 0 0
Mortgage servicing right recognized     900,000 900,000 1,800,000 1,800,000
Affiliated Persons or Entities | Revenue Share Agreeement | CCRE            
Related Party Transaction            
Revenue from loan referral agreement     $ 0 $ 500,000 $ 0 $ 1,000,000
Barry M. Gosin | Third Party Bank And Cantor Commercial Real Estate LP            
Related Party Transaction            
Ownership interest of loans receivable (in percentage)   19.00%