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Business Purpose Loans - Classifications and Carrying Values of Business Purpose Residential Loans (Details) - USD ($)
$ in Thousands
Dec. 31, 2022
Dec. 31, 2021
Held-for-sale at fair value, Total    
Accounts, Notes, Loans and Financing Receivable [Line Items]    
Fair value of loans $ 364,073 $ 358,309
Held-for-investment at fair value, Total    
Accounts, Notes, Loans and Financing Receivable [Line Items]    
Fair value of loans 4,968,513 4,432,680
Business Purpose Loans    
Accounts, Notes, Loans and Financing Receivable [Line Items]    
Fair value of loans 5,332,586 4,790,989
Redwood | Held-for-sale at fair value, Total | BPL Term Loans    
Accounts, Notes, Loans and Financing Receivable [Line Items]    
Fair value of loans 358,791 358,309
Redwood | Held-for-sale at fair value, Total | BPL Bridge Loans    
Accounts, Notes, Loans and Financing Receivable [Line Items]    
Fair value of loans 5,282 0
Redwood | Held-for-investment at fair value, Total | BPL Term Loans    
Accounts, Notes, Loans and Financing Receivable [Line Items]    
Fair value of loans 0 0
Redwood | Held-for-investment at fair value, Total | BPL Bridge Loans    
Accounts, Notes, Loans and Financing Receivable [Line Items]    
Fair value of loans 1,507,146 666,364
Redwood | Business Purpose Loans | BPL Term Loans    
Accounts, Notes, Loans and Financing Receivable [Line Items]    
Fair value of loans 358,791 358,309
Redwood | Business Purpose Loans | BPL Bridge Loans    
Accounts, Notes, Loans and Financing Receivable [Line Items]    
Fair value of loans 1,512,428 666,364
CAFL | Held-for-sale at fair value, Total | BPL Term Loans    
Accounts, Notes, Loans and Financing Receivable [Line Items]    
Fair value of loans 0 0
CAFL | Held-for-sale at fair value, Total | BPL Bridge Loans    
Accounts, Notes, Loans and Financing Receivable [Line Items]    
Fair value of loans 0 0
CAFL | Held-for-investment at fair value, Total | BPL Term Loans    
Accounts, Notes, Loans and Financing Receivable [Line Items]    
Fair value of loans 2,944,984 3,488,074
CAFL | Held-for-investment at fair value, Total | BPL Bridge Loans    
Accounts, Notes, Loans and Financing Receivable [Line Items]    
Fair value of loans 516,383 278,242
CAFL | Business Purpose Loans | BPL Term Loans    
Accounts, Notes, Loans and Financing Receivable [Line Items]    
Fair value of loans 2,944,984 3,488,074
CAFL | Business Purpose Loans | BPL Bridge Loans    
Accounts, Notes, Loans and Financing Receivable [Line Items]    
Fair value of loans $ 516,383 $ 278,242