Online SFT data selection acts as an implicit preference model, shifting refusal rates, verbosity, and sycophancy in directions predictable from the selected data's attribute mixture.
Bender, Timnit Gebru, Angelina McMillan-Major, and Shmargaret Shmitchell
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Online Data Selection Is Implicit Alignment
Online SFT data selection acts as an implicit preference model, shifting refusal rates, verbosity, and sycophancy in directions predictable from the selected data's attribute mixture.