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# K-Diffusion

[k-diffusion](https://github.com/crowsonkb/k-diffusion) is a popular library created by [Katherine Crowson](https://github.com/crowsonkb/). We provide `StableDiffusionKDiffusionPipeline` and `StableDiffusionXLKDiffusionPipeline` that allow you to run Stable DIffusion with samplers from k-diffusion. 

Note that most the samplers from k-diffusion are implemented in Diffusers and we recommend using existing schedulers. You can find a mapping between k-diffusion samplers and schedulers in Diffusers [here](https://huggingface.co/docs/diffusers/api/schedulers/overview)


## StableDiffusionKDiffusionPipeline

[[autodoc]] StableDiffusionKDiffusionPipeline


## StableDiffusionXLKDiffusionPipeline

[[autodoc]] StableDiffusionXLKDiffusionPipeline