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Residential Loans - Additional Information (Details)
12 Months Ended
Dec. 31, 2019
USD ($)
loan
Dec. 31, 2018
USD ($)
loan
Dec. 31, 2019
USD ($)
loan
Dec. 31, 2018
USD ($)
loan
Dec. 31, 2017
USD ($)
SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Line Items]          
Number of Loans | loan     669 1,484  
Total Principal $ 524,928,000 $ 1,034,284,000 $ 524,928,000 $ 1,034,284,000  
Transfers from loans held-for-sale to loans held-for-investment     1,801,560,000 2,062,809,000 $ 1,245,430,000
Transfers from loans held-for-investment to loans held-for-sale     22,808,000 15,717,000 $ 98,854,000
Sequoia Choice          
SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Line Items]          
Loans held as assets amount in foreclosure 0   0    
Held-for sale residential loans          
SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Line Items]          
Loan market valuation adjustment 7,714,850,000 7,254,742,000 7,714,850,000 7,254,742,000  
Held-for sale residential loans | Legacy Sequoia          
SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Line Items]          
Loan market valuation adjustment 407,890,000 519,958,000 407,890,000 519,958,000  
Held-for sale residential loans | Sequoia Choice          
SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Line Items]          
Loan market valuation adjustment 2,291,463,000 2,079,382,000 2,291,463,000 2,079,382,000  
Held-for sale residential loans | Freddie Mac SLST          
SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Line Items]          
Loan market valuation adjustment $ 2,367,215,000 1,222,669,000 $ 2,367,215,000 1,222,669,000  
Redwood | Fixed rate residential mortgage          
SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Line Items]          
Weighted average rate on loans 4.14%   4.14%    
Redwood | Held-for sale residential loans          
SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Line Items]          
Loan market valuation adjustment $ 2,648,282,000 $ 3,432,733,000 $ 2,648,282,000 3,432,733,000  
Residential Loans          
SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Line Items]          
Number of Loans | loan 669 1,484      
Total Principal $ 525,000,000 $ 1,030,000,000.00 525,000,000 1,030,000,000.00  
Loan market valuation adjustment $ 536,000,000 $ 1,050,000,000.00 $ 536,000,000 $ 1,050,000,000.00  
Number of loans in foreclosure | loan 0 0 0 0  
Principal value     $ 5,730,000,000 $ 7,070,000,000.00  
Principal balance of loans sold during period     6,070,000,000.00 7,110,000,000  
Valuation adjustments     3,000,000 23,000,000  
Loan pledged as collateral $ 201,949,000 $ 935,132,000 201,949,000 $ 935,132,000  
Loans held as assets amount in foreclosure $ 2,000,000   $ 2,000,000    
Residential Loans | 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]          
Number of loans past due | loan 1 1 1 1  
Aggregate fair value, delinquent or in foreclosure $ 600,000 $ 600,000 $ 600,000 $ 600,000  
Loans held as assets, 90 days or more past due $ 700,000 $ 700,000 700,000 700,000  
At lower of cost or fair value          
SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Line Items]          
Number of Loans | loan   2      
Total Principal   $ 100,000   100,000  
Loan market valuation adjustment   100,000   100,000  
Loans held as assets, 90 days or more past due   $ 0   $ 0  
Number of loans in foreclosure | loan   0   0  
At lower of cost or fair value | 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]          
Number of loans past due | loan   0   0  
Residential loans, held-for-investment | Legacy Sequoia          
SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Line Items]          
Valuation adjustments     5,000,000    
Residential loans, held-for-investment | Sequoia Choice          
SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Line Items]          
Transfers from loans held-for-sale to loans held-for-investment     1,080,000,000.00    
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 2,198 2,641      
Total Principal $ 425,000,000 $ 545,000,000 425,000,000 $ 545,000,000  
Loan market valuation adjustment 408,000,000 520,000,000 408,000,000 520,000,000  
Loans held as assets, 90 days or more past due $ 10,000,000 14,000,000 $ 10,000,000 14,000,000  
FICO credit score 727   727    
Loan to value ratio 65.00%   65.00%    
Loans held as assets amount in foreclosure $ 4,000,000 $ 5,000,000 $ 4,000,000 5,000,000  
Valuation adjustments       37,000,000  
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 3,156 2,800      
Total Principal $ 2,240,000,000 $ 2,040,000,000.00 2,240,000,000 2,040,000,000.00  
Loan market valuation adjustment $ 2,290,000,000 $ 2,080,000,000.00 $ 2,290,000,000 $ 2,080,000,000.00  
Number of loans in foreclosure | loan 3 0 3 0  
FICO credit score 744   744    
Loan to value ratio 75.00%   75.00%    
Loans held as assets amount in foreclosure $ 2,000,000   $ 2,000,000    
Valuation adjustments     (15,000,000) $ (13,000,000)  
Residential loans, held-for-investment | Sequoia Choice | Sequoia Choice          
SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Line Items]          
Transfers from loans held-for-investment to loans held-for-sale       1,780,000,000  
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 14,502 7,900      
Total Principal $ 2,430,000,000 $ 1,310,000,000 2,430,000,000 1,310,000,000  
Loan market valuation adjustment $ 2,370,000,000 $ 1,220,000,000 $ 2,370,000,000 $ 1,220,000,000  
Number of loans in foreclosure | loan 208 0 208 0  
FICO credit score 600   600    
Loan to value ratio 73.00%   73.00%    
Loans held as assets amount in foreclosure $ 33,000,000   $ 33,000,000    
Valuation adjustments     64,000,000 $ 21,000,000  
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 2,940     3,296  
Total Principal $ 2,050,000,000.00 $ 2,390,000,000 2,050,000,000.00 $ 2,390,000,000  
Loan market valuation adjustment $ 2,110,000,000 $ 2,380,000,000 $ 2,110,000,000 $ 2,380,000,000  
Number of loans in foreclosure | loan 0 0 0 0  
Valuation adjustments     $ 59,000,000 $ (30,000,000)  
Transfers from loans held-for-sale to loans held-for-investment     69,000,000 286,000,000  
Transfers from loans held-for-investment to loans held-for-sale     $ 23,000,000 16,000,000  
FICO credit score 768   768    
Loan to value ratio 66.00%   66.00%    
Percentage of loans with fixed interest rate 89.00%   89.00%    
Residential loans, held-for-investment | Redwood | Originated Between 2013 and 2017          
SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Line Items]          
Percentage of loan portfolio 96.00%   96.00%    
Residential loans, held-for-investment | Redwood | Originated In 2012 And Prior Years          
SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Line Items]          
Percentage of loan portfolio 4.00%   4.00%    
Residential loans, held-for-investment | Redwood | Hybrid or ARM Loans          
SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Line Items]          
Weighted average rate on loans 4.16%   4.16%    
Residential loans, held-for-investment | Jumbo Loans | Held-for sale residential loans          
SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Line Items]          
Loan market valuation adjustment $ 7,178,465,000 $ 6,205,941,000 $ 7,178,465,000 6,205,941,000  
Residential loans, held-for-investment | Jumbo Loans | Held-for sale residential loans | Legacy Sequoia          
SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Line Items]          
Loan market valuation adjustment 407,890,000 519,958,000 407,890,000 519,958,000  
Residential loans, held-for-investment | Jumbo Loans | Held-for sale residential loans | Sequoia Choice          
SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Line Items]          
Loan market valuation adjustment 2,291,463,000 2,079,382,000 2,291,463,000 2,079,382,000  
Residential loans, held-for-investment | Jumbo Loans | Held-for sale residential loans | Freddie Mac SLST          
SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Line Items]          
Loan market valuation adjustment 2,367,215,000 1,222,669,000 2,367,215,000 1,222,669,000  
Residential loans, held-for-investment | Jumbo Loans | Redwood | Held-for sale residential loans          
SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Line Items]          
Loan market valuation adjustment $ 2,111,897,000 $ 2,383,932,000 $ 2,111,897,000 $ 2,383,932,000  
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 9 3 9 3  
Loans held as assets, 90 days or more past due $ 7,000,000 $ 2,000,000 $ 7,000,000 $ 2,000,000  
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 587 306 587 306  
Loans held as assets, 90 days or more past due $ 135,000,000 $ 51,000,000 $ 135,000,000 $ 51,000,000  
Residential loans, held-for-investment | Financing Receivables, Equal to Greater than 90 Days Past Due | Redwood          
SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Line Items]          
Total Principal $ 1,000,000 $ 1,000,000 $ 1,000,000 $ 1,000,000  
Number of loans past due | loan 2 2 2 2  
Loans held as assets, 90 days or more past due $ 2,000,000   $ 2,000,000    
MSRs          
SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Line Items]          
Mortgage servicing rights 2,030,000,000.00   2,030,000,000.00    
Residential Real Estate | Redwood | Held-for sale residential loans | FHLB Chicago          
SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Line Items]          
Residential mortgage loans securing FHLB advances $ 2,100,000,000   $ 2,100,000,000