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GroupDPO: Memory efficient Group-wise Direct Preference Optimization

arXiv cs.CL · 2026-04-20 Cached

GroupDPO introduces a memory-efficient algorithm for group-wise direct preference optimization that leverages multiple candidate responses per prompt while reducing peak memory usage through decoupled backpropagation. The method demonstrates consistent improvements over standard DPO across offline and online alignment settings.

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