Not All Layers Are Created Equal: Adaptive LoRA Ranks for Personalized Image Generation

Donald Shenaj, Federico Errica, Antonio Carta

Low Rank Adaptation (LoRA) is the de facto fine-tuning strategy to generate personalized images from pre-trained diffusion models. Choosing a good rank is extremely critical, since…