Guidance Scale Based Classifier Free Guidance For Prompt Adherence Control

via “classifier-free guidance with dynamic prompt weighting”

text-to-image model by undefined. 20,22,003 downloads.

Unique: Implements guidance through dual-path inference (conditioned + unconditioned predictions) rather than gradient-based optimization, enabling real-time guidance adjustment without retraining; supports prompt weighting syntax for fine-grained concept control at inference time

vs others: More efficient than LoRA-based concept control (no additional weights to load) and more flexible than fixed training-time conditioning; comparable to Midjourney's prompt weighting but with full model transparency and local execution