MultiAgent-OPD: hierarchical multi-agent training
Train coordination and answering from outcomes, while a task-trained teacher guides the search tokens the student actually generates.
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Train coordination and answering from outcomes, while a task-trained teacher guides the search tokens the student actually generates.
Distill the capability, then use reinforcement learning to remove unnecessary thinking.
从 DeepSeek-R1 蒸馏到推理路径压缩,介绍 long2short DPO、质量与长度双偏好 DP-DPO 及泛化性优化实验。