ResearchBenchmarksLLM Personalization on Mnemonic (test)Follow0.644Personalization Win RatePTDPO0.398560.462280.5260.58972Jan 20, 2025Evaluation ResultsMethodMethodLinksPersonalization Win RatePersonalization Tie RatePersonalization Loss RateQuality Win RateQuality Tie RateQuality Loss RateDelta Preference Quality ScorePTDPOPersona Source=Pretr,...Persona Source=Pretr, Baseline Method=DPO2025.010.6440.260.0960.2780.3320.390.286PTFSPersona Source=Pretr,...Persona Source=Pretr, Baseline Method=FS2025.010.4430.2850.2720.4640.2050.3310.203PTSFTPersona Source=Pretr,...Persona Source=Pretr, Baseline Method=SFT2025.010.4080.3830.2090.3520.3520.2950.205