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Residential Loans - Characteristics of Loans Held-for-Investment (Details)
$ in Thousands
12 Months Ended
Dec. 31, 2020
USD ($)
loan
Dec. 31, 2019
USD ($)
loan
Dec. 31, 2020
USD ($)
loan
Dec. 31, 2019
USD ($)
loan
SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Line Items]        
Number of Loans | loan     198 669
Principal amount outstanding on loans securitized $ 172,748 $ 524,928 $ 172,748 $ 524,928
Residential loans, held-for-investment | Legacy Sequoia        
SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Line Items]        
Number of Loans | loan 1,908 2,198    
Principal amount outstanding on loans securitized $ 333,474 $ 424,829 333,474 424,829
Loans, at fair value $ 285,935 $ 407,890 $ 285,935 $ 407,890
Number of loans in foreclosure | loan 21 16 21 16
Loans held as assets amount in foreclosure $ 4,939 $ 3,673 $ 4,939 $ 3,673
Residential loans, held-for-investment | Sequoia Choice        
SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Line Items]        
Number of Loans | loan 2,177 3,156    
Principal amount outstanding on loans securitized $ 1,550,454 $ 2,240,679 1,550,454 2,240,679
Loans, at fair value $ 1,565,322 $ 2,291,463 $ 1,565,322 $ 2,291,463
Number of loans in foreclosure | loan 3 3 3 3
Loans held as assets amount in foreclosure $ 2,251 $ 2,290 $ 2,251 $ 2,290
Residential loans, held-for-investment | Freddie Mac SLST        
SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Line Items]        
Number of Loans | loan 13,605 14,502    
Principal amount outstanding on loans securitized $ 2,247,771 $ 2,428,035 2,247,771 2,428,035
Loans, at fair value $ 2,221,153 $ 2,367,215 $ 2,221,153 $ 2,367,215
Number of loans in foreclosure | loan 245 208 245 208
Loans held as assets amount in foreclosure $ 38,610 $ 33,042 $ 38,610 $ 33,042
Residential loans, held-for-investment | Financing Receivables, Equal to Greater than 90 Days Past Due | Legacy Sequoia        
SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Line Items]        
Number of loans past due | loan 52 39 52 39
Loans held as assets, 90 days or more past due $ 17,285 $ 9,803 $ 17,285 $ 9,803
Residential loans, held-for-investment | Financing Receivables, Equal to Greater than 90 Days Past Due | Sequoia Choice        
SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Line Items]        
Number of loans past due | loan 94 9 94 9
Loans held as assets, 90 days or more past due $ 74,742 $ 6,755 $ 74,742 $ 6,755
Residential loans, held-for-investment | Financing Receivables, Equal to Greater than 90 Days Past Due | Freddie Mac SLST        
SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Line Items]        
Number of loans past due | loan 2,110 587 2,110 587
Loans held as assets, 90 days or more past due $ 389,245 $ 134,680 $ 389,245 $ 134,680
Residential loans, held-for-investment | Redwood        
SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Line Items]        
Number of Loans | loan 0 2,940    
Principal amount outstanding on loans securitized $ 0 $ 2,052,778 0 2,052,778
Loans, at fair value $ 0 $ 2,111,897 $ 0 $ 2,111,897
Number of loans in foreclosure | loan 0 0 0 0
Loans held as assets amount in foreclosure $ 0 $ 0 $ 0 $ 0
Residential loans, held-for-investment | Redwood | Financing Receivables, Equal to Greater than 90 Days Past Due        
SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Line Items]        
Principal amount outstanding on loans securitized $ 0 $ 1,424 $ 0 $ 1,424
Number of loans past due | loan 0 2 0 2
Loans held as assets, 90 days or more past due $ 0 $ 1,585 $ 0 $ 1,585