This Hugging Face repository hosts the released LoRA checkpoints for CapField-OPD, an on-policy distillation (OPD) framework that consolidates multiple reward-specialized teachers into a single student through a continuous capability field. Existing multi-teacher OPD methods route each prompt to a single teacher according to its semantic category, implicitly binding the desired capability to prompt content. CapField-OPD instead conditions the student on an explicit capability coordinate $\boldsymbol{\lambda} \in [0,1]^K$, whose axes control the strength of each capability. The base model, single-capability teachers, and joint-capability teachers serve as anchors of the field, and their…
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Yang Lin
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