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---
license: mit
tags:
- diffusion
- concept-erasure
- stable-diffusion
- esdx
- chainsaw
datasets:
- imagenet
language:
- en
pipeline_tag: text-to-image
---
# esdx_chainsaw
This is a concept-erased Stable Diffusion model using the **Exact Source Distillation (ESD-X)** method to remove the concept **"Chainsaw"**.
## 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_chainsaw", torch_dtype=torch.float16).to("cuda")
prompt = "a photo of a chainsaw"
image = pipe(prompt).images[0]
image.save("erased_chainsaw.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}
}
```
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