Classifier-Free Guidance

AI and Machine Learning · Generative Models · 2022 · classifier-free-guidance.yaml

Trains one model both conditioned and unconditioned, then extrapolates away from the unconditional prediction at sampling time. Buys prompt adherence for a little diversity, with no second model.

• supersedescorrects · extends
• classifiesspecializes · part-of
• substitutes forapproximates · alternative-to
• depends onrequires · validates

Colour is the family; a dashed line is the second member of it.

This node

• correctsfixes a defect in Diffusion Modelconditioning alone is too weak to follow a prompt

References

• Classifier-Free Diffusion Guidance — Ho, Salimans — 2022 · link