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Do we need RL for RLHF? - by Nathan Lambert - Interconnects
https://www.interconnects.ai/p/the-dpo-debate
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Direct (DPO) vs. RL methods for preferences, more RLHF models, and hard truths in open RLHF work. We have more questions than answers.