This is a concept-erased Stable Diffusion model using the Exact Source Distillation (ESD-X) method to remove the concept "English Springer Spaniel".

Method

Exact Source Distillation (ESD-X) erases concepts by distilling knowledge while excluding specific concept representations.

Usage

python

from diffusers import StableDiffusionPipeline
import torch

pipe = StableDiffusionPipeline.from_pretrained("ErasureResearch/esdx_english_springer_spaniel", torch_dtype=torch.float16).to("cuda")
prompt = "a photo of a english_springer_spaniel"
image = pipe(prompt).images[0]
image.save("erased_english_springer_spaniel.png")

Citation

If you use this model in your research, please cite:

bibtex

@article{concept_erasure_2024,
  title={Concept Erasure in Diffusion Models},
  author={ErasureResearch Team},
  journal={Proceedings of...},
  year={2024}
}