Run Stable Diffusion on Intel CPUs

• openvino

  17 5,911 10.0 C++

  OpenVINO™ is an open-source toolkit for optimizing and deploying AI inference

  

• stable-diffusion

  20 338 0.0 Jupyter Notebook

  Go to lstein/stable-diffusion for all the best stuff and a stable release. This repository is my testing ground and it's very likely that I've done something that will break it. (by magnusviri)

I'm using the fork here: https://github.com/magnusviri/stable-diffusion.git (apple-silicon-mps-support branch).

Pretty easy to set up, though I had to take all the Homebrew stuff out of my environment before setting up the Conda environment (can also just export GRPC_PYTHON_BUILD_SYSTEM_OPENSSL=1 GRPC_PYTHON_BUILD_SYSTEM_ZLIB=1, at least in my case).

Otherwise, I followed the normal steps to set things up, and I'm now here generating 1 image every 30 seconds at default settings. This is on a M1 Max MacBook Pro at 64GB RAM.

• InfluxDB

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• stable_diffusion.openvino

  47 1,525 0.8 Python

• stable-diffusion

  382 65,389 0.0 Jupyter Notebook

  A latent text-to-image diffusion model

  

PyTorch for m1 (https://pytorch.org/blog/introducing-accelerated-pytorch-tra... ) will not work: https://github.com/CompVis/stable-diffusion/issues/25 says

• stable-diffusion

  142 2,438 9.8 Jupyter Notebook

  Discontinued This version of CompVis/stable-diffusion features an interactive command-line script that combines text2img and img2img functionality in a "dream bot" style interface, a WebGUI, and multiple features and other enhancements. [Moved to: https://github.com/invoke-ai/InvokeAI] (by lstein)

  

• stable-diffusion-webui-docker

  58 6,013 6.3 Shell

  Easy Docker setup for Stable Diffusion with user-friendly UI

I found a pretty good Docker container for it, though that's only really switching you from solving Python problems to Docker ones. Worth trying out if you have a Linux box or WSL installed though: https://github.com/AbdBarho/stable-diffusion-webui-docker

• stable-diffusion-cpu

  4 68 0.0 Jupyter Notebook

I found this repo early on and have been using it to run inference on my M1 Pro MBP. https://github.com/ModeratePrawn/stable-diffusion-cpu

For me it runs at about 3.5 seconds per iteration per picture at 512x512.

There is also a fork that uses metal here and is much faster: https://github.com/magnusviri/stable-diffusion/tree/apple-si...

• WorkOS

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• rocm-gfx803

  7 167 1.1

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