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Multifamily Loans - Characteristics and Activity of Multifamily Loans (Details) - Multifamily securities
$ in Thousands
3 Months Ended 12 Months Ended
Mar. 31, 2020
USD ($)
Dec. 31, 2021
USD ($)
loan
Dec. 31, 2020
USD ($)
loan
SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Line Items]      
Deconsolidation of multifamily loans $ 3,850,000    
Number of Loans | loan   28 28
Total Principal   $ 455,168 $ 462,808
Residential loans, held-for-investment      
SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Line Items]      
Valuation adjustment gain (loss)   $ (11,068) $ (58,821)
Redwood      
SEC Schedule, 12-29, Real Estate Companies, Investment in Mortgage Loans on Real Estate [Line Items]      
Number of Loans | loan   28 28
Total Principal   $ 455,168 $ 462,808
Loans, at fair value   $ 473,514 $ 492,221
Weighted average coupon rate (as a percent)   4.25% 4.25%
Contract maturities   4 years 5 years
Number of loans in foreclosure | loan   0 0
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]      
Number of loans past due | loan   0 0