{"id":1959,"date":"2023-02-20T22:27:14","date_gmt":"2023-02-20T14:27:14","guid":{"rendered":"https:\/\/pjq.me\/?p=1959"},"modified":"2023-02-22T11:48:41","modified_gmt":"2023-02-22T03:48:41","slug":"stable-diffussion-on-apple-m1","status":"publish","type":"post","link":"https:\/\/pjq.me\/?p=1959","title":{"rendered":"Stable Diffusion on Apple M1"},"content":{"rendered":"\n<div class=\"wp-block-media-text alignwide is-stacked-on-mobile\" style=\"grid-template-columns:35% auto\"><figure class=\"wp-block-media-text__media\"><img decoding=\"async\" src=\"blob:https:\/\/pjq.me\/5e02b44e-9fdd-49d1-a561-d984203f3429\" alt=\"\"\/><\/figure><div class=\"wp-block-media-text__content\">\n<p>Try the Stable Diffusion, and ChilloutMix, and LoRA to generate the images on Apple M1.<\/p>\n<\/div><\/div>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_81 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/pjq.me\/?p=1959\/#Guidelines\" >Guidelines<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/pjq.me\/?p=1959\/#Install_stable-diffusion-webui\" >Install stable-diffusion-webui<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/pjq.me\/?p=1959\/#Download_Models\" >Download Models<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/pjq.me\/?p=1959\/#Run_the_Stable_Diffusion_WebUI\" >Run the Stable Diffusion WebUI<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/pjq.me\/?p=1959\/#Reference\" >Reference<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/pjq.me\/?p=1959\/#Issues\" >Issues<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Guidelines\"><\/span>Guidelines<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>I follow this guideline to setup the Stable Diffusion running on my Apple M1.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>https:\/\/medium.com\/@croath\/%E4%BD%8E%E6%88%90%E6%9C%AC%E4%BD%93%E9%AA%8C%E7%94%9F%E6%88%90-ai-%E5%B0%8F%E5%A7%90%E5%A7%90%E7%85%A7%E7%89%87-85ffa7c13cd7<\/li>\n\n\n\n<li>https:\/\/github.com\/AUTOMATIC1111\/stable-diffusion-webui\/discussions\/5461<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Install_stable-diffusion-webui\"><\/span>Install stable-diffusion-webui<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<pre class=\"wp-block-code\"><code>brew install cmake protobuf rust python@3.10 git wget\ngit clone https:\/\/github.com\/AUTOMATIC1111\/stable-diffusion-webui<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Download_Models\"><\/span>Download Models<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>And download the ChilloutMix<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/civitai.com\/models\/6424\/chilloutmix\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/civitai.com\/models\/6424\/chilloutmix<\/a><\/li>\n<\/ul>\n\n\n\n<p>LoRA\uff08Low-Rank Adaptation of Large Language Models\uff09<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>https:\/\/civitai.com\/models\/7448\/korean-doll-likeness<\/li>\n\n\n\n<li>https:\/\/civitai.com\/models\/7716\/taiwan-doll-likeness<\/li>\n\n\n\n<li>https:\/\/civitai.com\/models\/10135\/japanese-doll-likeness<\/li>\n<\/ul>\n\n\n\n<p>Places the models to the right directory<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/pjq.me\/wp-content\/uploads\/2023\/02\/image-14.png\" alt=\"\" class=\"wp-image-1960\" width=\"504\" height=\"396\" srcset=\"https:\/\/pjq.me\/wp-content\/uploads\/2023\/02\/image-14.png 1008w, https:\/\/pjq.me\/wp-content\/uploads\/2023\/02\/image-14-300x236.png 300w, https:\/\/pjq.me\/wp-content\/uploads\/2023\/02\/image-14-768x603.png 768w\" sizes=\"auto, (max-width: 504px) 100vw, 504px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Run_the_Stable_Diffusion_WebUI\"><\/span>Run the Stable Diffusion WebUI<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<pre class=\"wp-block-code\"><code>~\/workspace\/stable-diffusion-webui\/ &#91;master*] .\/webui.sh --share --skip-torch-cuda-test --no-half<\/code><\/pre>\n\n\n\n<p>If doesn&#8217;t work also need check the <code>webui-user.sh<\/code>, add the COMMANDLINE_ARGS.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>vim webui-user.sh\nexport COMMANDLINE_ARGS=\"--reinstall-torch --skip-version-check --skip-torch-cuda-test --use-cpu all --share --no-half\"<\/code><\/pre>\n\n\n\n<p>Open in the Browser<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>http:\/\/127.0.0.1:7860\/<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"777\" src=\"https:\/\/pjq.me\/wp-content\/uploads\/2023\/02\/image-15-1024x777.png\" alt=\"\" class=\"wp-image-1961\" srcset=\"https:\/\/pjq.me\/wp-content\/uploads\/2023\/02\/image-15-1024x777.png 1024w, https:\/\/pjq.me\/wp-content\/uploads\/2023\/02\/image-15-300x228.png 300w, https:\/\/pjq.me\/wp-content\/uploads\/2023\/02\/image-15-768x583.png 768w, https:\/\/pjq.me\/wp-content\/uploads\/2023\/02\/image-15-1536x1166.png 1536w, https:\/\/pjq.me\/wp-content\/uploads\/2023\/02\/image-15-2048x1554.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Reference\"><\/span>Reference<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li>https:\/\/github.com\/AUTOMATIC1111\/stable-diffusion-webui\/wiki\/Installation-on-Apple-Silicon<\/li>\n\n\n\n<li>https:\/\/github.com\/AUTOMATIC1111\/stable-diffusion-webui<\/li>\n\n\n\n<li>https:\/\/medium.com\/@croath\/%E4%BD%8E%E6%88%90%E6%9C%AC%E4%BD%93%E9%AA%8C%E7%94%9F%E6%88%90-ai-%E5%B0%8F%E5%A7%90%E5%A7%90%E7%85%A7%E7%89%87-85ffa7c13cd7<\/li>\n\n\n\n<li>https:\/\/github.com\/AUTOMATIC1111\/stable-diffusion-webui\/discussions\/5461<\/li>\n\n\n\n<li>https:\/\/github.com\/AUTOMATIC1111\/stable-diffusion-webui\/issues\/1890<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Issues\"><\/span>Issues<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>&#8211;share<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>Traceback (most recent call last):\n  File \"\/workspace\/stable-diffusion-webui\/launch.py\", line 361, in &lt;module&gt;\n    start()\n  File \"\/workspace\/stable-diffusion-webui\/launch.py\", line 356, in start\n    webui.webui()\n  File \"workspace\/stable-diffusion-webui\/webui.py\", line 218, in webui\n    app, local_url, share_url = shared.demo.launch(\n  File \"workspace\/stable-diffusion-webui\/venv\/lib\/python3.9\/site-packages\/gradio\/blocks.py\", line 1418, in launch\n    raise ValueError(\nValueError: When localhost is not accessible, a shareable link must be created. Please set share=True.<\/code><\/pre>\n\n\n\n<p>&#8211;no-half<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>Applying cross attention optimization (InvokeAI).\nTextual inversion embeddings loaded(0):\nModel loaded in 2.3s (create model: 0.6s, apply weights to model: 0.5s, apply half(): 0.5s, move model to device: 0.4s).\nRunning on local URL:  http:\/\/127.0.0.1:7860\n  0%|                                                                                        | 0\/20 &#91;00:00&lt;?, ?it\/s]loc(\"mps_add\"(\"(mpsFileLoc): \/AppleInternal\/Library\/BuildRoots\/0aa643d0-625a-11ed-b319-a23c4f261b56\/Library\/Caches\/com.apple.xbs\/Sources\/MetalPerformanceShadersGraph\/mpsgraph\/MetalPerformanceShadersGraph\/Core\/Files\/MPSGraphUtilities.mm\":228:0)): error: input types 'tensor&lt;2x1280xf32&gt;' and 'tensor&lt;*xf16&gt;' are not broadcast compatible\nLLVM ERROR: Failed to infer result type(s).\n&#91;1]    24944 abort      .\/webui.sh --share --skip-torch-cuda-test\n\/opt\/homebrew\/Cellar\/python@3.9\/3.9.13_1\/Frameworks\/Python.framework\/Versions\/3.9\/lib\/python3.9\/multiprocessing\/resource_tracker.py:216: UserWarning: resource_tracker: There appear to be 1 leaked semaphore objects to clean up at shutdown\n  warnings.warn('resource_tracker: There appear to be %d '<\/code><\/pre>\n\n\n\n<p>&#8211;enable-insecure-extension-access<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>workspace\/stable-diffusion-webui\/modules\/ui_extensions.py\", line 22, in check_access\n    assert not shared.cmd_opts.disable_extension_access, \"extension access disabled because of command line flags\"\nAssertionError: extension access disabled because of command line flags<\/code><\/pre>\n\n\n\n<pre class=\"wp-block-code\"><code>    proc.wait(**kwargs)\n  File \"~\/workspace\/stable-diffusion-webui\/venv\/lib\/python3.9\/site-packages\/git\/cmd.py\", line 502, in wait\n    raise GitCommandError(remove_password_if_present(self.args), status, errstr)\ngit.exc.GitCommandError: Cmd('git') failed due to: exit code(128)\n  cmdline: git clone -v  https:\/\/github.com\/civitai\/sd_civitai_extension  \/workspace\/stable-diffusion-webui\/tmp\/sd_civitai_extension\n  stderr: 'Cloning into '~\/workspace\/stable-diffusion-webui\/tmp\/sd_civitai_extension '...\nfatal: protocol ' https' is not supported<\/code><\/pre>\n\n\n\n<p>All the params<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>usage: launch.py &#91;-h] &#91;--data-dir DATA_DIR] &#91;--config CONFIG] &#91;--ckpt CKPT] &#91;--ckpt-dir CKPT_DIR] &#91;--vae-dir VAE_DIR] &#91;--gfpgan-dir GFPGAN_DIR]\n                 &#91;--gfpgan-model GFPGAN_MODEL] &#91;--no-half] &#91;--no-half-vae] &#91;--no-progressbar-hiding] &#91;--max-batch-count MAX_BATCH_COUNT]\n                 &#91;--embeddings-dir EMBEDDINGS_DIR] &#91;--textual-inversion-templates-dir TEXTUAL_INVERSION_TEMPLATES_DIR] &#91;--hypernetwork-dir HYPERNETWORK_DIR]\n                 &#91;--localizations-dir LOCALIZATIONS_DIR] &#91;--allow-code] &#91;--medvram] &#91;--lowvram] &#91;--lowram] &#91;--always-batch-cond-uncond] &#91;--unload-gfpgan]\n                 &#91;--precision {full,autocast}] &#91;--upcast-sampling] &#91;--share] &#91;--ngrok NGROK] &#91;--ngrok-region NGROK_REGION]\n                 &#91;--enable-insecure-extension-access] &#91;--codeformer-models-path CODEFORMER_MODELS_PATH] &#91;--gfpgan-models-path GFPGAN_MODELS_PATH]\n                 &#91;--esrgan-models-path ESRGAN_MODELS_PATH] &#91;--bsrgan-models-path BSRGAN_MODELS_PATH] &#91;--realesrgan-models-path REALESRGAN_MODELS_PATH]\n                 &#91;--clip-models-path CLIP_MODELS_PATH] &#91;--xformers] &#91;--force-enable-xformers] &#91;--xformers-flash-attention] &#91;--deepdanbooru]\n                 &#91;--opt-split-attention] &#91;--opt-sub-quad-attention] &#91;--sub-quad-q-chunk-size SUB_QUAD_Q_CHUNK_SIZE]\n                 &#91;--sub-quad-kv-chunk-size SUB_QUAD_KV_CHUNK_SIZE] &#91;--sub-quad-chunk-threshold SUB_QUAD_CHUNK_THRESHOLD] &#91;--opt-split-attention-invokeai]\n                 &#91;--opt-split-attention-v1] &#91;--disable-opt-split-attention] &#91;--disable-nan-check] &#91;--use-cpu USE_CPU &#91;USE_CPU ...]] &#91;--listen] &#91;--port PORT]\n                 &#91;--show-negative-prompt] &#91;--ui-config-file UI_CONFIG_FILE] &#91;--hide-ui-dir-config] &#91;--freeze-settings] &#91;--ui-settings-file UI_SETTINGS_FILE]\n                 &#91;--gradio-debug] &#91;--gradio-auth GRADIO_AUTH] &#91;--gradio-auth-path GRADIO_AUTH_PATH] &#91;--gradio-img2img-tool GRADIO_IMG2IMG_TOOL]\n                 &#91;--gradio-inpaint-tool GRADIO_INPAINT_TOOL] &#91;--opt-channelslast] &#91;--styles-file STYLES_FILE] &#91;--autolaunch] &#91;--theme THEME]\n                 &#91;--use-textbox-seed] &#91;--disable-console-progressbars] &#91;--enable-console-prompts] &#91;--vae-path VAE_PATH] &#91;--disable-safe-unpickle] &#91;--api]\n                 &#91;--api-auth API_AUTH] &#91;--api-log] &#91;--nowebui] &#91;--ui-debug-mode] &#91;--device-id DEVICE_ID] &#91;--administrator]\n                 &#91;--cors-allow-origins CORS_ALLOW_ORIGINS] &#91;--cors-allow-origins-regex CORS_ALLOW_ORIGINS_REGEX] &#91;--tls-keyfile TLS_KEYFILE]\n                 &#91;--tls-certfile TLS_CERTFILE] &#91;--server-name SERVER_NAME] &#91;--gradio-queue] &#91;--skip-version-check] &#91;--no-hashing] &#91;--no-download-sd-model]\n                 &#91;--ldsr-models-path LDSR_MODELS_PATH] &#91;--lora-dir LORA_DIR] &#91;--scunet-models-path SCUNET_MODELS_PATH]\n                 &#91;--swinir-models-path SWINIR_MODELS_PATH]<\/code><\/pre>\n","protected":false},"excerpt":{"rendered":"<p>Try the Stable Diffusion, and ChilloutMix, and LoRA to generate the images on Apple M1. Guidelines I follow this guideline to setup the Stable Diffusion running on my Apple M1. Install stable-diffusion-webui Download Models And download the ChilloutMix LoRA\uff08Low-Rank Adaptation<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[169],"tags":[202,200,213],"class_list":["post-1959","post","type-post","status-publish","format-standard","hentry","category-tech","tag-ai","tag-chatgpt","tag-openai"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Stable Diffusion on Apple M1 - Jianqing&#039;s Blog<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/pjq.me\/?p=1959\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Stable Diffusion on Apple M1 - Jianqing&#039;s Blog\" \/>\n<meta property=\"og:description\" content=\"Try the Stable Diffusion, and ChilloutMix, and LoRA to generate the images on Apple M1. 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