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Principles of Consolidation - Additional Information (Details)
$ in Thousands
3 Months Ended 12 Months Ended
Mar. 31, 2020
USD ($)
Dec. 31, 2021
USD ($)
entity
Dec. 31, 2020
USD ($)
Dec. 31, 2019
USD ($)
partnership
Dec. 31, 2018
partnership
Sep. 30, 2020
USD ($)
Variable Interest Entity [Line Items]            
Number of partnerships consolidated | partnership       2 2  
VIE, ownership interest rate (as a percent)   80.00%        
Deconsolidation, realized market valuation gain (loss) $ (72,000)          
Transfers from loans held-for-investment to loans held-for-sale   $ 92,400 $ 64,520 $ 22,808    
Variable Interest Entity, Primary Beneficiary            
Variable Interest Entity [Line Items]            
Estimated fair value of investments   $ 1,033,913 789,228      
Variable Interest Entity, Not Primary Beneficiary            
Variable Interest Entity [Line Items]            
Number of securitization entities to which asset transferred | entity   49        
Number of securitization entities called | entity   7        
Unpaid principal balance of securitizations purchased   $ 200,000        
Gain (loss) on securitization of financial assets   16,000        
Loans held for sale, fair value of acquired loans   $ 172,000        
Servicing Investment | Variable Interest Entity, Primary Beneficiary            
Variable Interest Entity [Line Items]            
Number of partnerships consolidated | entity   2        
VIE, ownership interest rate (as a percent)   80.00%        
MSRs   $ 102,540        
Estimated fair value of investments     67,766      
CAFL(1) | Variable Interest Entity, Primary Beneficiary            
Variable Interest Entity [Line Items]            
Number of entities called | entity   2        
Unpaid principal balance of entities called   $ 91,000        
Estimated fair value of investments   31,657 238,680      
Legacy Sequoia | Variable Interest Entity, Primary Beneficiary            
Variable Interest Entity [Line Items]            
Estimated fair value of investments   2,634 4,559      
Sequoia | Variable Interest Entity, Primary Beneficiary            
Variable Interest Entity [Line Items]            
Estimated fair value of investments   245,417 220,020      
Freddie Mac SLST(1) | Variable Interest Entity, Primary Beneficiary            
Variable Interest Entity [Line Items]            
Estimated fair value of investments   339,419 229,788      
Amortized cost           $ 210,000
Freddie Mac K-Series | Variable Interest Entity, Primary Beneficiary            
Variable Interest Entity [Line Items]            
Estimated fair value of investments   $ 301,795 $ 28,415