Modelpublic

DiffusionConceptErasure/stereo_airliner

sourceHugging Facemitupdated 1y agoView on Hugging Face

0likes1downloads

Model Card

stereo_airliner

This is a concept-erased Stable Diffusion model using the STEREO method to remove the concept "Airliner".

Method

The STEREO method erases concepts from diffusion models.

Usage

python

from diffusers import StableDiffusionPipeline
import torch

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