Experimental LoRA to see if controllable double exposure (superimposition) generations are possible via simple natural language captions.

Results:

Yes, it is possible to generate superimposed images by describing the different image 'layers' of the full image.

However, The LoRA would benefit greatly from a larger dataset.

Prompting tips:

There is no prompt template. Generally, describe the full image you want with natural language. Although, you can use the comma-delimited (SD1.5) prompting method as well. In this case, ensure you include double exposure or superimposed somewhere in the prompt. Not using natural language sacrifies some control.

Limitations:

• Prompt Adherence: Due to insufficient training data; the generated image may not appear exactly as you described.

• As a LoRA, the quality and prompt adherence are going to be influenced by the base model you're using. In other words, the same prompt will be different depending on which base model you're using. I found that some of the purely photorealistic models struggle with the abstract concept of a multi-exposure image.

Questions/Feedback/Updates?

Visit my thread on the Unstable Diffusion Discord

Links:

Find all epochs at 🤗Huggingface.

Checkout my other models

SDXL

• Experience SDXL - https://civarchive.com/models/380142/experience-sdxl-beta

• BAM - https://civarchive.com/models/163139/boomer-art-model-bam

• LomoXL - https://civarchive.com/models/156743/lomoxl

LoRA SDXL

• Assassinorum (40k series) - https://civarchive.com/models/436745/assassinorum-warhammer-40k-sdxl

• Sisters of Silence (40k series) - https://civarchive.com/models/425155/sisters-of-silence-warhammer-40k-sdxl

• Custodes (40k series) - https://civarchive.com/models/411620/custodes-warhammer-40k-sdxl

• Necron (40k series) - https://civarchive.com/models/376124/necron-warhammer-40k-sdxl

• Skaven (Warhammer Fantasy) - https://civarchive.com/models/372405/skaven-warhammer-fantasy-sdxl

• Drukhari (40k series) - https://civarchive.com/models/372433/drukhari-warhammer-40k-sdxl

• Astartes (40k series) - https://civarchive.com/models/363602/space-marine-astartes-warhammer-40k-sdxl

• Sisters of Battle (40k series) - https://civarchive.com/models/331253/sisters-of-battle-warhammer-40k-sdxl

• Death Korps XL (40k series) - https://civarchive.com/models/331161/death-korps-warhammer-40k-sdxl

• T’au Empire XL (40k series) - https://civarchive.com/models/315640/tau-empire-warhammer-40k-sdxl

• Aeldari XL (40k series) - https://civarchive.com/models/282039/aeldari-xl

• Oldhammer XL (40k series) - https://civarchive.com/models/281371/oldhammer-xl

• Mechanicum XL (40k series) - https://civarchive.com/models/258266/mechanicum-xl

SD1.5

• Ishimura - https://civarchive.com/models/299614/ishimura

• SciStyle - https://civarchive.com/models/204351/scistyle

• Revival - https://civarchive.com/models/149738/revival

• Doomer Boomer - https://civarchive.com/models/118247/doomer-boomer

• Lomostyle - https://civarchive.com/models/109923/lomostyle

• Another Damn Art Model (ADAM) - https://civarchive.com/models/104898/another-damn-art-model-adam

• Based Model - https://civarchive.com/models/83991?modelVersionId=89262

• Electric Eden - https://civarchive.com/models/64355/electric-eden

• Cine Diffusion - https://civarchive.com/models/50000/cine-diffusion

• ProjectAIO - https://civarchive.com/models/18428/project-aio

• Eris - https://civarchive.com/models/21952/eris

• WonderMix - https://civarchive.com/models/15666/wondermix

• Refined - https://civarchive.com/models/8392/refined

• Experience - https://civarchive.com/models/5952/experience

• Elegance - https://civarchive.com/models/5564/elegance

• Clarity - https://civarchive.com/models/5062/clarity

• VisionGen - Realism Reborn -https://civarchive.com/models/4834/visiongen-realism

LoRA SD1.5

• Pant Pull Down - https://civarchive.com/models/11126/pant-pull-down-lora