This is a concept-erased Stable Diffusion model using the Unconstrained Source Distillation (ESD-U) method to remove the concept "French Horn".

Method

Unconstrained Source Distillation (ESD-U) performs unconstrained distillation to remove concept information.

Usage

python

from diffusers import StableDiffusionPipeline
import torch

pipe = StableDiffusionPipeline.from_pretrained("ErasureResearch/esdu_french_horn", torch_dtype=torch.float16).to("cuda")
prompt = "a photo of a french_horn"
image = pipe(prompt).images[0]
image.save("erased_french_horn.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}
}