Trajectory as the Teacher
An academic paper addressing the distillation efficiency of discrete flow matching. It proposes an energy-guided distillation method that improves few-step text generation performance by optimizing training trajectory quality rather than increasing student model capacity.
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The paper "Trajectory as the Teacher" proposes that the true bottleneck is the trajectory itself rather than the student model.
The research proposes an energy-guided distillation method that introduces a sequence quality evaluation mechanism during the construction of training trajectories, using energy signals to guide the direction of each jump.
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The paper "Trajectory as the Teacher" proposes that the true bottleneck is the trajectory itself rather than the student model.
50%UnverifiedThe research proposes an energy-guided distillation method that introduces a sequence quality evaluation mechanism during the construction of training trajectories, using energy signals to guide the direction of each jump.
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