Unverified50% confidenceFactExact time
SMD supports cross-model distillation, multi-teacher distillation, and causal video distillation, and is not tied to any particular teacher architecture or modality.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/14/2026
First Seen
Valid until: 1/12/2027
Sources
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Unverified教师-学生蒸馏框架先训练可访问完整环境信息的教师策略,再蒸馏到仅依赖机载传感器的学生策略中以实现真实硬件部署64% similarUnverifiedIn the reinforcement learning phase, Motif follows the general RL strategy from the Nemotron Ultra technical report: training multiple teacher models, then distilling all teachers using MOPD (Multi-Objective Policy Distillation).61% similarVerifiedModel distillation uses soft labels from a large teacher model to train a small student model; the dark knowledge carried in the soft labels makes distillation more efficient than ordinary supervised learning.61% similar
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