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"Direct Language Model Alignment via Scalable Preference Optimization" proposes a technique to enhance large language model alignment with human preferences through a more efficient, scalable approach than traditional reinforcement learning. The paper details how this method bypasses the need for separate reward models, aiming for more stable and computationally cheaper model training.

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