graphcore / stable-diffusion

Notebook for running Stable Diffusion – the Generative AI alternative to Dall-E and Midjourney – on IPUs

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Stable Diffusion on IPUs

Images generated by Stable Diffusion model

Stable Diffusion is one of the standout stars of the generative AI revolution. This alternative to Dall-E and Midjourney, is an open-source text-to-image model that has received widespread acclaim in the generative art scene for the quality and versatility of its images.

Run Stable Diffusion for yourself with Paperspace notebooks on Graphcore's IPU (Intelligence Processing Unit), a completely new kind of massively parallel processor designed to accelerate machine intelligence. Access advanced, cost-efficient IPU compute on demand in the cloud on Paperspace to build, fine-tune and deploy AI models such as Stable Diffusion.

Stable Diffusion notebooks powered by IPUs

Notebook Framework Type Try for Free
Text-to-Image Generation on IPU with Stable Diffusion - Inference Hugging Face Inference Gradient
Text-to-Image Generation using Stable Diffusion 2 on IPU Hugging Face Inference Gradient
Image-to-Image Generation on IPU using Stable Diffusion - Inference Hugging Face Inference Gradient
Text Guided In-Painting on IPU using Stable Diffusion - Inference Hugging Face Inference Gradient

These notebooks demonstrate how you can run inference on Stable Diffusion models on Graphcore IPUs for the following tasks::

  • text-to-image generation (Stable Diffusion v1.5 and Stable Diffusion v2)
  • image-to-image generation
  • text guided in-painting

Stable Diffusion resources

To take your Stable Diffusion usage on IPUs further, or to speak to an expert, please feel free to contact us.

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Licensing

The contents of this repository are made available according to the terms of the Apache 2.0 licence. See the included LICENSE file for details.

Some examples included in this repo are based on images from https://github.com/CompVis/latent-diffusion/ which are made available under the terms of the MIT license.

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Notebook for running Stable Diffusion – the Generative AI alternative to Dall-E and Midjourney – on IPUs

License:Apache License 2.0


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