[Explanation] A New Method for Knowledge Distillation: "OPD"
A New Knowledge Distillation Method: "OPD"
Timestamps
0:00 A Paradigm Shift in AI Learning
0:31 The "Yalta Conference" of the AI Industry: Price Power vs. Diffusion Strategy
1:02 The Light and Shadow of "Distillation" Shaking the Industry
1:30 The Limitations of Traditional Distillation (Off-Policy)
2:00 Reverse Distillation Experiment Proves Innovation in "Teaching Methods"
2:30 The Bicycle Learning Metaphor: Why is OPD So Powerful?
2:57 OPD was a special case of "Reinforcement Learning (RL)"
3:27 The magic of students surpassing teachers: "Reward Extrapolation"
3:57 Integration of multiple teachers and the birth of the "strongest student"
4:26 Summary: Towards a new era of AI development
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Credits
VOICEVOX: Aieru-tan
VOICEVOX: Manbetsu Hanamaru