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Residential Whole Loans - Allowance for Credit Losses (Details) - USD ($)
$ in Thousands
 3 Months Ended 6 Months Ended
Jun. 30, 2022
Mar. 31, 2022
Jun. 30, 2021
Mar. 31, 2021
Jun. 30, 2022
Financing Receivable, Allowance for Credit Loss [Roll Forward]          
Beginning balance $ 35,457 $ 39,447 $ 63,244 $ 86,833 $ 39,447
Current provision 1,830 (3,467) (8,583) (22,372)  
Write-offs (360) (523) (400) (1,217) (884)
Ending balance 36,927 35,457 54,261 63,244 36,927
Allowance for loan loss 36,927 35,457 54,261 63,244 36,927
Loans 2,063,215       2,063,215
Non-QM loans          
Financing Receivable, Allowance for Credit Loss [Roll Forward]          
Beginning balance 7,329 8,289 14,545 21,068 8,289
Current provision (199) (909) (2,416) (6,523)  
Write-offs 0 (51) (37) 0  
Ending balance 7,130 7,329 12,092 14,545 7,130
Allowance for loan loss 7,130 7,329 12,092 14,545 7,130
Rehabilitation loans          
Financing Receivable, Allowance for Credit Loss [Roll Forward]          
Beginning balance 5,202 6,881 13,668 18,371 6,881
Current provision (23) (1,460) (1,809) (3,700)  
Write-offs (118) (219) (255) (1,003)  
Ending balance 5,061 5,202 11,604 13,668 5,061
Allowance for loan loss 5,061 5,202 11,604 13,668 5,061
Loans 71,900   120,400   71,900
Single-family rental loans          
Financing Receivable, Allowance for Credit Loss [Roll Forward]          
Beginning balance 1,302 1,451 2,746 3,918 1,451
Current provision 174 (122) (386) (1,172)  
Write-offs (184) (27) 0 0  
Ending balance 1,292 1,302 2,360 2,746 1,292
Allowance for loan loss 1,292 1,302 2,360 2,746 1,292
Seasoned performing loans          
Financing Receivable, Allowance for Credit Loss [Roll Forward]          
Beginning balance 45 46 66 107 46
Current provision 1 (1) (9) (41)  
Write-offs 0 0 0 0  
Ending balance 46 45 57 66 46
Allowance for loan loss 46 45 57 66 46
Purchased Credit Deteriorated Loans          
Financing Receivable, Allowance for Credit Loss [Roll Forward]          
Beginning balance 21,579 22,780 32,219 43,369 22,780
Current provision 1,877 (975) (3,963) (10,936)  
Write-offs (58) (226) (108) (214)  
Ending balance 23,398 21,579 28,148 32,219 23,398
Allowance for loan loss 23,398 $ 21,579 28,148 $ 32,219 23,398
Loans 63,800   83,100   63,800
Unfunded Loan Commitment          
Financing Receivable, Allowance for Credit Loss [Roll Forward]          
Ending balance 110   512   110
Commitment to lend, unfunded 10,100   40,300   10,100
Allowance for loan loss $ 110   $ 512   $ 110