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Repurchase Agreements - Schedule of Borrowings Under Repurchase Agreements (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2020
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Accounts, Notes, Loans and Financing Receivable [Line Items]        
Weighted average months to maturity   73 days    
Fair Value $ 3,049,166 $ 20,780,548 $ 12,707,625 $ 10,157,126
Residential loans, at fair value        
Accounts, Notes, Loans and Financing Receivable [Line Items]        
Fair Value 575,400 881,200    
Residential Mortgage Loans        
Accounts, Notes, Loans and Financing Receivable [Line Items]        
Maximum Aggregate Uncommitted Principal Amount 1,301,389 1,200,000    
Outstanding Repurchase Agreements 407,213 754,132    
Net Deferred Finance Costs (1,682) (818)    
Carrying Value of Loans Pledged $ 575,380 $ 961,749    
Weighted Average Rate 2.92% 3.67%    
Weighted average months to maturity 11 years 11 months 1 day 11 years 2 months 12 days    
Residential Mortgage Loans | Repurchase agreements        
Accounts, Notes, Loans and Financing Receivable [Line Items]        
Carrying Value of Loans Pledged $ 405,531 $ 753,314    
Residential Mortgage Loans        
Accounts, Notes, Loans and Financing Receivable [Line Items]        
Fair Value $ 1,090,930 1,429,754    
Loans pledged as collateral   $ 80,600