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Installation on Apple Silicon

Bas van Dijk edited this pageMay 30, 2023 · 17 revisions

Mac users: Please provide feedback on if these instructions do or don't work for you, and if anything is unclear or you are otherwise still having problems with your install that are not currentlymentioned here.

Important notes

Currently most functionality in the web UI works correctly on macOS, with the most notable exceptions being CLIP interrogator and training. Although training does seem to work, it is incredibly slow and consumes an excessive amount of memory. CLIP interrogator can be used but it doesn't work correctly with the GPU acceleration macOS uses so the default configuration will run it entirely via CPU (which is slow).

Most samplers are known to work with the only exception being the PLMS sampler when using the Stable Diffusion 2.0 model. Generated images with GPU acceleration on macOS should usually match or almost match generated images on CPU with the same settings and seed.

Automatic installation

New install:

  1. If Homebrew is not installed, follow the instructions athttps://brew.shto install it. Keep the terminal window open and follow the instructions under "Next steps" to add Homebrew to your PATH.
  2. Open a new terminal window and runbrew install cmake protobuf rust Python @3.10 git wget
  3. Clone the web UI repository by runninggit clone https://github /AUTOMATIC1111/stable-diffusion-webui
  4. Place Stable Diffusion models/checkpoints you want to use intostable-diffusion-webui/models/Stable-diffusion.If you don't have any, seeDownloading Stable Diffusion Modelsbelow.
  5. cd stable-diffusion-webuiand then./webui.shto run the web UI. A Python virtual environment will be created and activated using venv and any remaining missing dependencies will be automatically downloaded and installed.
  6. To relaunch the web UI process later, run./webui.shagain. Note that it doesn't auto update the web UI; to update, rungit pullbefore running./webui.sh.

Existing Install:

If you have an existing install of web UI that was created withsetup_mac.sh,delete therun_webui_mac.shfile andrepositoriesfolder from yourstable-diffusion-webuifolder. Then rungit pullto update web UI and then./webui.shto run it.

Downloading Stable Diffusion Models

If you don't have any models to use, Stable Diffusion models can be downloaded fromHugging Face.To download, click on a model and then click on theFiles and versionsheader. Look for files listed with the ".ckpt" or ".safetensors" extensions, and then click the down arrow to the right of the file size to download them.

Some popular official Stable Diffusion models are:

Stable Diffusion 2.0 and 2.1 require both a model and a configuration file, and image width & height will need to be set to 768 or higher when generating images:

For the configuration file, hold down the option key on the keyboard and clickhereto downloadv2-inference-v.yaml(it may download asv2-inference-v.yaml.yml). In Finder select that file then go to the menu and selectFile>Get Info.In the window that appears select the filename and change it to the filename of the model, except with the file extension.yamlinstead of.ckpt,press return on the keyboard (confirm changing the file extension if prompted), and place it in the same folder as the model (e.g. if you downloaded the768-v-ema.ckptmodel, rename it to768-v-ema.yamland put it instable-diffusion-webui/models/Stable-diffusionalong with the model).

Also available is aStable Diffusion 2.0 depth model(512-depth-ema.ckpt). Download thev2-midas-inference.yamlconfiguration file by holding down option on the keyboard and clickinghere,then rename it with the.yamlextension in the same way as mentioned above and put it instable-diffusion-webui/models/Stable-diffusionalong with the model. Note that this model works at image dimensions of 512 width/height or higher instead of 768.

Troubleshooting

Web UI Won't Start:

If you encounter errors when trying to start the Web UI with./webui.sh,try deleting therepositoriesandvenvfolders from yourstable-diffusion-webuifolder and then update web UI withgit pullbefore running./webui.shagain.

Poor Performance:

Currently GPU acceleration on macOS uses alotof memory. If performance is poor (if it takes more than a minute to generate a 512x512 image with 20 steps with any sampler)

  • Try starting with the--opt-split-attention-v1command line option (i.e../webui.sh --opt-split-attention-v1) and see if that helps.
  • Doesn't make much difference?
    • Open the Activity Monitor application located in /Applications/Utilities and check the memory pressure graph under the Memory tab. Memory pressure is being displayed in red when an image is generated
    • Close the web UI process and then add the--medvramcommand line option (i.e../webui.sh --opt-split-attention-v1 --medvram).
  • Performance is still poor and memory pressure still red with that option?
    • Try--lowvram(i.e../webui.sh --opt-split-attention-v1 --lowvram).
  • Still takes more than a few minutes to generate a 512x512 image with 20 steps with with any sampler?
    • You may need to turn off GPU acceleration.
      • Openwebui-user.shin Xcode
      • Change#export COMMANDLINE_ARGS= ""toexport COMMANDLINE_ARGS= "--skip-torch-cuda-test --no-half --use-cpu all".

Discussions/Feedback here:https://github /AUTOMATIC1111/stable-diffusion-webui/discussions/5461

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