Local Ai
Anyone actually solved character drift between scenes yet?
This r/StableDiffusion thread discusses the persistent community challenge of maintaining consistent character appearance across multiple generated scenes. Most diffusion models excel at one-shot crea
This r/StableDiffusion thread discusses the persistent community challenge of maintaining consistent character appearance across multiple generated scenes. Most diffusion models excel at one-shot creativity but lack memory — a character may look perfect in the first image, but in subsequent frames the eyes shift color, hair grows longer, or the overall vibe changes. Community-discussed mitigation strategies include using tools like IP-Adapter FaceID and ControlNet in ComfyUI pipelines to lock identity across generations , as well as training a character-specific LoRA for cases where adapter-based approaches still produce drift across multiple scenes.
Related
- Does anyone have a good example dataset for an Illustrious character Lora that they’re willing to provide?
- Is it possible to create image from existing OC?
- Z Image Turbo + GrainScape UltraReal + American Consistent Character
- Does anyone know which model and potentially Lora was used to create these?
Source: r/StableDiffusion | 2026-04-13