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RESIDENTIAL MORTGAGE LOANS - Carrying Value of Mortgage Loans (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2022
Dec. 31, 2021
SEC Schedule, 12-29, Real Estate Companies, Investment in Movement in Mortgage Loans on Real Estate [Roll Forward]    
Balance, beginning $ 11,347,845  
Transfer of loans to real estate owned (14,936) $ (30,015)
Balance, ending 3,398,298 11,347,845
Residential Portfolio Segment    
SEC Schedule, 12-29, Real Estate Companies, Investment in Movement in Mortgage Loans on Real Estate [Roll Forward]    
Balance, beginning 11,917,778 5,889,882
Caliber acquisition (Note 3)   7,685,681
Originations 67,406,228 123,059,895
Sales (81,653,129) (132,335,618)
Purchases/additional fundings 6,887,407 8,102,055
Proceeds from repayments (493,051) (673,407)
Transfer of loans to other assets (25,375) 21,527
Transfer of loans to real estate owned (7,094) (26,268)
Transfers of loans to held-for-sale (1,580)  
Transfers of loans to from held-for-investment 1,582  
Valuation provision on loans (8,305) 38,273
Changes in instrument-specific credit risk (69,290) (20,119)
Other factors (104,354) 175,877
Balance, ending 3,850,817 11,917,778
Residential Mortgage Loans, Held-for-Investment | Residential Portfolio Segment    
SEC Schedule, 12-29, Real Estate Companies, Investment in Movement in Mortgage Loans on Real Estate [Roll Forward]    
Balance, beginning 569,933 674,179
Caliber acquisition (Note 3)   0
Originations 0 0
Sales 0 0
Purchases/additional fundings 7,182 0
Proceeds from repayments (80,661) (120,247)
Transfer of loans to other assets 0 0
Transfer of loans to real estate owned (4,956) (15,165)
Transfers of loans to held-for-sale (1,580)  
Transfers of loans to from held-for-investment 0  
Valuation provision on loans 0 0
Changes in instrument-specific credit risk (33,086) (2,020)
Other factors (4,313) 33,186
Balance, ending 452,519 569,933
Residential Mortgage Loans, Held-for-Sale | Loans Held-for-Sale, at Lower Cost or Fair Value | Residential Portfolio Segment    
SEC Schedule, 12-29, Real Estate Companies, Investment in Movement in Mortgage Loans on Real Estate [Roll Forward]    
Balance, beginning 132,921 509,887
Caliber acquisition (Note 3)   0
Originations 0 0
Sales (4,426) (374,683)
Purchases/additional fundings 0 0
Proceeds from repayments (17,777) (32,826)
Transfer of loans to other assets 0 (585)
Transfer of loans to real estate owned (1,386) (7,145)
Transfers of loans to held-for-sale 0  
Transfers of loans to from held-for-investment 0  
Valuation provision on loans (8,305) 38,273
Changes in instrument-specific credit risk 0 0
Other factors 0 0
Balance, ending 101,027 132,921
Residential Mortgage Loans, Held-for-Sale | Loans Held-for-Sale, at Fair Value | Residential Portfolio Segment    
SEC Schedule, 12-29, Real Estate Companies, Investment in Movement in Mortgage Loans on Real Estate [Roll Forward]    
Balance, beginning 11,214,924 4,705,816
Caliber acquisition (Note 3)   7,685,681
Originations 67,406,228 123,059,895
Sales (81,648,703) (131,960,935)
Purchases/additional fundings 6,880,225 8,102,055
Proceeds from repayments (394,613) (520,334)
Transfer of loans to other assets (25,375) 22,112
Transfer of loans to real estate owned (752) (3,958)
Transfers of loans to held-for-sale 0  
Transfers of loans to from held-for-investment 1,582  
Valuation provision on loans 0 0
Changes in instrument-specific credit risk (36,204) (18,099)
Other factors (100,041) 142,691
Balance, ending $ 3,297,271 $ 11,214,924