Tencent Cloud Developer
Mar 25, 2025 · Artificial Intelligence
Knowledge Distillation in Diffusion Models: Techniques and Applications
The article explains how knowledge distillation transfers capabilities from large to smaller diffusion models, covering hard and soft labels, temperature scaling, and contrasting it with data distillation, while detailing techniques such as consistency models, progressive distillation, adversarial distillation, and adversarial post‑training for model compression and step reduction.
adversarial post-trainingadversarial trainingconsistency models
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