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cs.CL 1

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2026 1

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UNVERDICTED 1

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GroupDPO: Memory efficient Group-wise Direct Preference Optimization

cs.CL · 2026-04-17 · unverdicted · novelty 6.0

GroupDPO decouples group-wise preference optimization during backpropagation to cut peak memory while keeping the same gradients, allowing larger groups and consistent gains over single-pair DPO plus an NLL term on positives.

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  • GroupDPO: Memory efficient Group-wise Direct Preference Optimization cs.CL · 2026-04-17 · unverdicted · none · ref 27

    GroupDPO decouples group-wise preference optimization during backpropagation to cut peak memory while keeping the same gradients, allowing larger groups and consistent gains over single-pair DPO plus an NLL term on positives.