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Guarantees - Changes from credit recourses agreements (Details) - Guarantee on loans sold or serviced with credit recourse - USD ($) $ in Thousands | 3 Months Ended | 6 Months Ended
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Jun. 30, 2022 | Jun. 30, 2021 | Jun. 30, 2022 | Jun. 30, 2021
Guarantor Obligations |  |  |  |
Balance as of beginning of period | $ 10,335 | $ 20,244 | $ 11,800 | $ 22,484
Provision (benefit) for recourse liability | (395) | (1,568) | (349) | (751)
Net charge-offs | (845) | (3,014) | (2,356) | (6,071)
Balance as of end of period | $ 9,095 | $ 15,662 | $ 9,095 | $ 15,662

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