{"id":9412,"date":"2023-08-21T01:12:30","date_gmt":"2023-08-20T16:12:30","guid":{"rendered":"https:\/\/bocek.co.jp\/media\/?p=9412"},"modified":"2023-08-21T01:12:32","modified_gmt":"2023-08-20T16:12:32","slug":"stable-diffusion%e3%81%ae%e3%83%a2%e3%83%87%e3%83%ab%e3%83%87%e3%83%bc%e3%82%bf%e3%81%ae%e6%8b%a1%e5%bc%b5%e5%ad%90%e3%81%af%ef%bc%9fsafetensors%e5%bd%a2%e5%bc%8f%e3%81%a8ckpt%e5%bd%a2%e5%bc%8f","status":"publish","type":"post","link":"https:\/\/taskhub.jp\/magazine\/exercise\/stable-diffusion\/9412\/","title":{"rendered":"Stable Diffusion\u306e\u30e2\u30c7\u30eb\u30c7\u30fc\u30bf\u306e\u62e1\u5f35\u5b50\u306f\uff1fsafetensors\u5f62\u5f0f\u3068ckpt\u5f62\u5f0f\u306e\u9055\u3044\u3092\u89e3\u8aac"},"content":{"rendered":"\n<p>\u300cStable Diffusion\u30e2\u30c7\u30eb\u306e\u62e1\u5f35\u5b50\u3063\u3066\u4f55\u304c\u3042\u308b\u306e\uff1f\u300d\u3001\u300csafetensors\u5f62\u5f0f\u3068ckpt\u5f62\u5f0f\u3001\u3053\u306e\u4e8c\u3064\u306e\u9055\u3044\u3063\u3066\u4f55\uff1f\u300d \u3053\u306e\u3088\u3046\u306a\u7591\u554f\u3092\u62b1\u3048\u3066\u3044\u308b\u65b9\u3082\u591a\u3044\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p> \u4eca\u56dePROMPTY\u3067\u306f\u3001Stable Diffusion\u30e2\u30c7\u30eb\u306b\u3064\u3044\u3066\u3001\u62e1\u5f35\u5b50\u306e\u8a73\u7d30\u3084\u9055\u3044\u3092\u8a73\u3057\u304f\u89e3\u8aac\u3044\u305f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<!-- START MoshimoAffiliateEasyLink -->\n<script type=\"text\/javascript\">\n(function(b,c,f,g,a,d,e){b.MoshimoAffiliateObject=a;\nb[a]=b[a]||function(){arguments.currentScript=c.currentScript\n||c.scripts[c.scripts.length-2];(b[a].q=b[a].q||[]).push(arguments)};\nc.getElementById(a)||(d=c.createElement(f),d.src=g,\nd.id=a,e=c.getElementsByTagName(\"body\")[0],e.appendChild(d))})\n(window,document,\"script\",\"\/\/dn.msmstatic.com\/site\/cardlink\/bundle.js?20220329\",\"msmaflink\");\nmsmaflink({\"n\":\"\u7384\u4eba\u5fd7\u5411\u3000\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30dc\u30fc\u30c9 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id=\"msmaflink-HcjZG\">\u30ea\u30f3\u30af<\/div>\n<!-- MoshimoAffiliateEasyLink END -->\n\n\n\n<h2 class=\"wp-block-heading\">Stable Diffusion\u306e\u30e2\u30c7\u30eb\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u65b9\u6cd5<\/h2>\n\n\n\n<p>Stable Diffusion\u306e\u30e2\u30c7\u30eb\u306f\u3001\u4e3b\u306b\u6b21\u306e2\u3064\u306e\u30b5\u30a4\u30c8\u304b\u3089\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u2460Civitai<\/h3>\n\n\n\n<p>\u300c<a href=\"https:\/\/civitai.com\/\">Civitai<\/a>\u300d\u306f\u3001Stable Diffusion\u306e\u305f\u3081\u306e\u5b66\u7fd2\u30c7\u30fc\u30bf\u3001\u4f8b\u3048\u3070\u5404\u7a2e\u30e2\u30c7\u30eb\u3084LoRA\u306a\u3069\u3092\u7db2\u7f85\u7684\u306b\u6271\u3063\u3066\u3044\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/taskhub.jp\/magazine\/wp-content\/themes\/the-thor\/img\/dummy.gif\" data-layzr=\"https:\/\/bocek.co.jp\/media\/wp-content\/uploads\/2023\/08\/image-174.png\" alt=\"\" class=\"wp-image-9423\"\/><\/figure>\n\n\n\n<p>\u5404\u30e2\u30c7\u30eb\u304c\u751f\u6210\u3059\u308b\u753b\u50cf\u304c<strong>\u30b5\u30e0\u30cd\u30a4\u30eb\u5f62\u5f0f\u3067\u76f4\u611f\u7684\u306b\u78ba\u8a8d\u3067\u304d\u308b<\/strong>UI\u8a2d\u8a08\u306e\u305f\u3081\u3001\u753b\u50cf\u306e\u60c5\u5831\u304b\u3089\u81ea\u5206\u306e\u76ee\u7684\u306b\u3074\u3063\u305f\u308a\u306e\u30e2\u30c7\u30eb\u3092\u7c21\u5358\u306b\u898b\u3064\u3051\u51fa\u3059\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u2461Hugging Face<\/h3>\n\n\n\n<p>\u300c<a href=\"https:\/\/huggingface.co\/\">Hugging Face<\/a>\u300d\u306f\u3001\u300cCivitai\u300d\u3068\u540c\u3058\u304fStable Diffusion\u306e\u30e2\u30c7\u30eb\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u304c\u3001UI\u304c\u7570\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/taskhub.jp\/magazine\/wp-content\/themes\/the-thor\/img\/dummy.gif\" data-layzr=\"https:\/\/bocek.co.jp\/media\/wp-content\/uploads\/2023\/08\/image-175.png\" alt=\"\" class=\"wp-image-9424\"\/><\/figure>\n\n\n\n<p>\u5177\u4f53\u7684\u306b\u306f\u3001\u300cHugging Face\u300d\u3067\u306f\u3001\u30e2\u30c7\u30eb\u540d\u304c\u30c6\u30ad\u30b9\u30c8\u5f62\u5f0f\u3067\u4e00\u89a7\u3055\u308c\u3066\u304a\u308a\u3001\u7279\u5b9a\u306e\u30e2\u30c7\u30eb\u540d\u3084\u305d\u306e\u4e00\u90e8\u3092\u7528\u3044\u3066\u691c\u7d22\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002\u307e\u305f\u3001<strong>\u6280\u8853\u7684\u306a\u8aac\u660e\u304c\u898b\u3084\u3059\u3044<\/strong>\u3053\u3068\u3082\u7279\u5fb4\u3067\u3059\u3002<\/p>\n\n\n\n\n\n\n<h2 class=\"wp-block-heading\">Stable Diffusion\u306e\u30e2\u30c7\u30eb\u30c7\u30fc\u30bf\u306e\u62e1\u5f35\u5b50\u3068\u7a2e\u985e<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u30c7\u30a3\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3\u306e\u78ba\u8a8d<\/h3>\n\n\n\n<p>Stable Diffusion\u306e\u5404\u30e2\u30c7\u30eb\u306b\u306f\u72ec\u81ea\u306e\u7279\u5fb4\u304c\u5b58\u5728\u3057\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u5404\u30e2\u30c7\u30eb\u306e\u8a73\u7d30\uff08\u30c7\u30a3\u30b9\u30af\u30ea\u30d7\u30b7\u30e7\u30f3\uff09\u306e\u78ba\u8a8d\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/taskhub.jp\/magazine\/wp-content\/themes\/the-thor\/img\/dummy.gif\" data-layzr=\"https:\/\/bocek.co.jp\/media\/wp-content\/uploads\/2023\/08\/image-179.png\" alt=\"\" class=\"wp-image-9433\"\/><\/figure>\n\n\n\n<p>Hugging Face\u306e&#8221;Model card&#8221;\u304b\u3089\u3001\u305d\u308c\u305e\u308c\u306e\u30e2\u30c7\u30eb\u306e\u7279\u6027\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30e2\u30c7\u30eb\u3067\u751f\u6210\u3057\u305f\u753b\u50cf\u306e\u5546\u7528\u5229\u7528\u306b\u3064\u3044\u3066\u3082\u8a73\u3057\u304f\u78ba\u8a8d\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n\n\n\n<h3 class=\"wp-block-heading\">safetensors\u3068ckpt\u306e\u9055\u3044<\/h3>\n\n\n\n<p>Stable Diffusion\u306e\u30e2\u30c7\u30eb\u30c7\u30fc\u30bf\u306e\u62e1\u5f35\u5b50\u3068\u3057\u3066\u3001<strong><mark style=\"background-color:#fee8ab\" class=\"has-inline-color\">safetensors\u3068ckpt\u3068\u3044\u30462\u3064\u306e\u5f62\u5f0f\u304c\u5b58\u5728\u3057\u307e\u3059\u3002<\/mark><\/strong><\/p>\n\n\n\n<p>\u4e00\u822c\u7684\u306b\u3001safetensors\u306fckpt\u3088\u308a\u5b89\u5168\u6027\u304c\u9ad8\u304f\u3001\u8aad\u307f\u8fbc\u307f\u901f\u5ea6\u3082\u901f\u3044\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>Stable Diffusion\u306a\u3069\u306e\u753b\u50cf\u751f\u6210AI\u3067\u3088\u304f\u4f7f\u308f\u308c\u308b<strong>ckpt\u306f\u3001Python\u306e\u30e2\u30b8\u30e5\u30fc\u30eb\u300cpickle\u300d\u3092\u5229\u7528\u3057\u3066\u76f4\u5217\u5316\u3055\u308c\u305f\u30c7\u30fc\u30bf\u306e\u62e1\u5f35\u5b50\u3067\u3059\u3002<\/strong><\/p>\n\n\n\n<p>\u30c7\u30fc\u30bf\u3092\u76f4\u5217\u5316\uff08\u30d0\u30a4\u30c8\u5217\u306b\u5909\u63db\u3059\u308b\uff09\u3053\u3068\u3092\u300cpickle\u5316\u300d\u3001\u30d0\u30a4\u30c8\u5217\u304b\u3089\u30c7\u30fc\u30bf\u3092\u5fa9\u5143\u3059\u308b\u3053\u3068\u3092\u300c\u975epickle\u5316\u300d\u3068\u3044\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote\">\n<p>\u8b66\u544a<\/p>\n\n\n\n<p><code>pickle<\/code>&nbsp;\u30e2\u30b8\u30e5\u30fc\u30eb\u306f&nbsp;<strong>\u5b89\u5168\u3067\u306f\u3042\u308a\u307e\u305b\u3093<\/strong>&nbsp;\u3002\u4fe1\u983c\u3067\u304d\u308b\u30c7\u30fc\u30bf\u306e\u307f\u3092\u975e pickle \u5316\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p><strong>\u975e pickle \u5316\u306e\u904e\u7a0b\u3067\u4efb\u610f\u306e\u30b3\u30fc\u30c9\u3092\u5b9f\u884c\u3059\u308b<\/strong>&nbsp;\u3088\u3046\u306a\u3001\u60aa\u610f\u3042\u308b pickle \u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u751f\u6210\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002\u4fe1\u983c\u3067\u304d\u306a\u3044\u63d0\u4f9b\u5143\u304b\u3089\u306e\u30c7\u30fc\u30bf\u3084\u3001\u6539\u7ac4\u3055\u308c\u305f\u53ef\u80fd\u6027\u306e\u3042\u308b\u30c7\u30fc\u30bf\u306e\u975e pickle \u5316\u306f\u7d76\u5bfe\u306b\u884c\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>\u30c7\u30fc\u30bf\u304c\u6539\u7ac4\u3055\u308c\u3066\u3044\u306a\u3044\u3053\u3068\u3092\u4fdd\u8a3c\u3057\u305f\u3044\u5834\u5408\u306f\u3001&nbsp;<a href=\"https:\/\/docs.python.org\/ja\/3\/library\/hmac.html#module-hmac\"><code>hmac<\/code><\/a>&nbsp;\u306b\u3088\u308b\u9375\u4ed8\u304d\u30cf\u30c3\u30b7\u30e5\u5316\u3092\u691c\u8a0e\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p>\u4fe1\u983c\u3067\u304d\u306a\u3044\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3059\u308b\u5834\u5408&nbsp;<a href=\"https:\/\/docs.python.org\/ja\/3\/library\/json.html#module-json\"><code>json<\/code><\/a>&nbsp;\u306e\u3088\u3046\u306a\u3088\u308a\u5b89\u5168\u306a\u76f4\u5217\u5316\u5f62\u5f0f\u306e\u65b9\u304c\u9069\u5207\u3067\u3057\u3087\u3046\u3002&nbsp;<a href=\"https:\/\/docs.python.org\/ja\/3\/library\/pickle.html#comparison-with-json\">json \u3068\u306e\u6bd4\u8f03<\/a>&nbsp;\u3092\u53c2\u7167\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p><\/p>\n<cite>\u5f15\u7528\u5143\uff1a<a href=\"https:\/\/docs.python.org\/ja\/3\/library\/pickle.html\">https:\/\/docs.python.org\/ja\/3\/library\/pickle.html<\/a><\/cite><\/blockquote>\n\n\n\n<p>\u516c\u5f0f\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u3082\u3001\u4fe1\u983c\u6027\u306b\u6b20\u3051\u308b\u30c7\u30fc\u30bf\u6e90\u304b\u3089\u306e\u30c7\u30fc\u30bf\u3084\u3001\u6539\u3056\u3093\u3055\u308c\u305f\u53ef\u80fd\u6027\u306e\u3042\u308b\u30c7\u30fc\u30bf\u306e\u975epickle\u5316\u306f\u907f\u3051\u308b\u3079\u304d\u3068\u8b66\u544a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3088\u3063\u3066\u3001<strong><mark style=\"background-color:#fee8ab\" class=\"has-inline-color\">\u4e0d\u6b63\u306ackpt\u30d5\u30a1\u30a4\u30eb\u306e\u5229\u7528\u306f\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3092\u5371\u967a\u306b\u3055\u3089\u3059\u6050\u308c\u304c\u3042\u308a\u307e\u3059\u3002<\/mark><\/strong><\/p>\n\n\n\n<p>\u3053\u3061\u3089\u306f\u3001\u8272\u3005\u306a\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u5f62\u5f0f\u306e\u7279\u5fb4\u3092\u9805\u76ee\u3054\u3068\u306b\u6bd4\u8f03\u3057\u305f\u8868\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/taskhub.jp\/magazine\/wp-content\/themes\/the-thor\/img\/dummy.gif\" data-layzr=\"https:\/\/bocek.co.jp\/media\/wp-content\/uploads\/2023\/08\/image-180.png\" alt=\"\" class=\"wp-image-9434\"\/><\/figure>\n\n\n\n<p class=\"has-text-align-right\">\u51fa\u5178\uff1a<a href=\"https:\/\/github.com\/huggingface\/safetensors\">https:\/\/github.com\/huggingface\/safetensors<\/a><\/p>\n\n\n\n<p>\u7279\u306b\u300cSafe\u300d\u3068\u3044\u3046\u9805\u76ee\u3068\u3001SafeTensors\u306b\u95a2\u3059\u308b\u300cFlexibility\u300d\u306e\u8a55\u4fa1\u306b\u6ce8\u76ee\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u300cSafe\u300d\u3068\u3044\u3046\u9805\u76ee\u306f\u3001\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u305f\u30d5\u30a1\u30a4\u30eb\u3092\u4f7f\u7528\u3057\u305f\u5834\u5408\u3001\u4e88\u671f\u305b\u306c\u30b3\u30fc\u30c9\u304c\u5b9f\u884c\u3055\u308c\u308b\u30ea\u30b9\u30af\u304c\u3069\u308c\u3060\u3051\u3042\u308b\u304b\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4e00\u65b9\u3001\u300cFlexibility\u300d\u306f\u30ab\u30b9\u30bf\u30e0\u30b3\u30fc\u30c9\u3092\u4fdd\u5b58\u3057\u3001\u5f8c\u304b\u3089\u8ffd\u52a0\u306e\u30b3\u30fc\u30c9\u7121\u3057\u3067\u305d\u306e\u30b3\u30fc\u30c9\u3092\u6d3b\u7528\u3067\u304d\u308b\u304b\u3092\u793a\u3057\u3066\u304a\u308a\u3001\u3053\u3061\u3089\u306e\u9805\u76ee\u3067\u306f\u300c\u57fa\u672c\u7684\u306a\u30c6\u30f3\u30bd\u30eb\u4ee5\u4e0a\u306e\u60c5\u5831\u306f\u4fdd\u5b58\u3067\u304d\u308b\u304c\u3001\u7279\u5b9a\u306e\u30ab\u30b9\u30bf\u30e0\u30b3\u30fc\u30c9\u306f\u4fdd\u5b58\u4e0d\u53ef\u300d\u3068\u3044\u3046\u7d50\u679c\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u3053\u308c\u3089\u306e\u60c5\u5831\u3092\u3082\u3068\u306b\u89e3\u91c8\u3059\u308b\u3068\u3001safetensors\u5f62\u5f0f\u3092\u7528\u3044\u308c\u3070\u3001\u30cd\u30c3\u30c8\u304b\u3089\u53d6\u5f97\u3057\u305f\u4e0d\u660e\u306a\u30d5\u30a1\u30a4\u30eb\u3067\u3082\u4f7f\u7528\u6642\u306e\u30ea\u30b9\u30af\u306f\u4f4e\u3044\u3053\u3068\u3001\u305d\u3057\u3066ckpt\u5f62\u5f0f\u304b\u3089safetensors\u5f62\u5f0f\u3078\u306e\u5909\u63db\u3092\u884c\u3048\u3070\u3001\u54c1\u8cea\u306e\u52a3\u5316\u306a\u304f\u540c\u3058\u30e2\u30c7\u30eb\u3092\u5b89\u5168\u306b\u4f7f\u7528\u3067\u304d\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<p>\u3064\u307e\u308a\u3001<strong><mark style=\"background-color:#fee8ab\" class=\"has-inline-color\">ckpt\u3068safetensors\u306e\u4e21\u65b9\u306e\u62e1\u5f35\u5b50\u3092\u9078\u3079\u308b\u5834\u5408\u3001safetensors\u304c\u304a\u3059\u3059\u3081<\/mark><\/strong>\u3067\u3042\u308a\u3001\u6700\u8fd1\u306eStable Diffusion\u3067\u306fsafetensors\u306e\u65b9\u304c\u591a\u304f\u4f7f\u308f\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30e2\u30c7\u30eb\u30c7\u30fc\u30bf\u306e\u540d\u524d\u306e\u9055\u3044<\/h3>\n\n\n\n<p>\u591a\u304f\u306e\u30e2\u30c7\u30eb\u30c7\u30fc\u30bf\u306fsafeTensors\u5358\u4f53\u3067\u306f\u306a\u304f\u3001\u69d8\u3005\u306a\u7a2e\u985e\u304c\u63d0\u4f9b\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u305d\u306e\u4e2d\u3067\u3082<strong><mark style=\"background-color:#fee8ab\" class=\"has-inline-color\">\u300cpruned\u300d<\/mark><\/strong>\u3068\u3044\u3046\u540d\u524d\u306e\u30d5\u30a1\u30a4\u30eb\u306f\u7279\u306b\u3088\u304f\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u300cpruned\u300d\u306f\u82f1\u8a9e\u3067\u300c\u5207\u308a\u53d6\u308b\u300d\u3068\u3044\u3046\u610f\u5473\u3067\u3001\u3053\u306e\u30d5\u30a1\u30a4\u30eb\u306f\u4f59\u5206\u306a\u90e8\u5206\u3092\u53d6\u308a\u9664\u3044\u305f<strong><mark style=\"background-color:#fee8ab\" class=\"has-inline-color\">\u8efd\u91cf\u7248<\/mark><\/strong>\u3067\u3059\u3002<\/p>\n\n\n\n<p>\u4e00\u822c\u7684\u306b\u30e2\u30c7\u30eb\u30d5\u30a1\u30a4\u30eb\u306f\u6570\u30ae\u30ac\u30d0\u30a4\u30c8\u306e\u30b5\u30a4\u30ba\u3067\u3042\u308b\u305f\u3081\u3001\u591a\u6570\u306e\u30e2\u30c7\u30eb\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3068PC\u306e\u30b9\u30c8\u30ec\u30fc\u30b8\u304c\u5727\u8feb\u3055\u308c\u3066\u3057\u307e\u3044\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3092\u7bc0\u7d04\u3057\u305f\u3044\u5834\u5408\u306f\u300cpruned\u300d\u30d5\u30a1\u30a4\u30eb\u306e\u4f7f\u7528\u304c\u304a\u3059\u3059\u3081\u3067\u3059\u3002<\/p>\n\n\n\n<ul>\n<li>safetensors\uff1a\u30d5\u30eb\u30b5\u30a4\u30ba\u306e<\/li>\n\n\n\n<li>pruned.safetensors\uff1apruned\u7248\uff08\u30d5\u30eb\u30b5\u30a4\u30ba\u304b\u3089\u4e0d\u8981\u306a\u90e8\u5206\u3092\u9664\u3044\u305f\u8efd\u91cf\u7248\uff09<\/li>\n\n\n\n<li>pruned.ckpt\uff1apruned\u7248\u306e\u30c1\u30a7\u30c3\u30af\u30dd\u30a4\u30f3\u30c8\u30d5\u30a1\u30a4\u30eb<\/li>\n\n\n\n<li>pruned-fp32.ckpt\uff1afp32\uff08\u5358\u7cbe\u5ea6\u6d6e\u52d5\u5c0f\u6570\u70b9\u6f14\u7b97\uff09<\/li>\n\n\n\n<li>pruned-fp16.ckpt\uff1afp16\uff08\u534a\u7cbe\u5ea6\u6d6e\u52d5\u5c0f\u6570\u70b9\u6f14\u7b97\uff09<\/li>\n<\/ul>\n\n\n\n<p>Hugging Face\u306e\u5834\u5408\u306f\u3001&#8221;Files and versions&#8221;\u304b\u3089\u305d\u308c\u305e\u308c\u306e\u30d5\u30a1\u30a4\u30eb\u306e\u540d\u524d\u3068\u5f62\u5f0f\u3092\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/taskhub.jp\/magazine\/wp-content\/themes\/the-thor\/img\/dummy.gif\" data-layzr=\"https:\/\/bocek.co.jp\/media\/wp-content\/uploads\/2023\/08\/image-182.png\" alt=\"\" class=\"wp-image-9437\"\/><\/figure>\n\n\n\n<p>Civitai\u306e\u5834\u5408\u306f\u3001\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u30dc\u30bf\u30f3\u4e0b\u90e8\u306e\u300ci\u300d\u30de\u30fc\u30af\u3092\u30af\u30ea\u30c3\u30af\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" src=\"https:\/\/taskhub.jp\/magazine\/wp-content\/themes\/the-thor\/img\/dummy.gif\" data-layzr=\"https:\/\/bocek.co.jp\/media\/wp-content\/uploads\/2023\/08\/image-184.png\" alt=\"\" class=\"wp-image-9439\" width=\"352\" height=\"477\"\/><\/figure>\n\n\n\n<p>\u30d5\u30a1\u30a4\u30eb\u306e\u30b5\u30a4\u30ba\u3068\u305d\u306e\u4ed6\u306e\u60c5\u5831\u304c\u793a\u3055\u308c\u305f\u30bf\u30d6\u304c\u958b\u304b\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/taskhub.jp\/magazine\/wp-content\/themes\/the-thor\/img\/dummy.gif\" data-layzr=\"https:\/\/bocek.co.jp\/media\/wp-content\/uploads\/2023\/08\/image-178.png\" alt=\"\" class=\"wp-image-9431\"\/><\/figure>\n\n\n\n<p>\u4eba\u6c17\u306e\u3042\u308b\u5b9f\u5199\u7cfb\u30e2\u30c7\u30eb\u300cBeautiful Realistic Asians V5\u300d\u306fsafetensors\u5f62\u5f0f\u3001\u534a\u7cbe\u5ea6\u6d6e\u52d5\u5c0f\u6570\u70b9\u6f14\u7b97\u30fbPruned\u306e\u8efd\u91cf\u7248\u3067\u3042\u308b\u3053\u3068\u304c\u308f\u304b\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u307e\u3068\u3081<\/h2>\n\n\n\n<p>\u4eca\u56dePROMPTY\u3067\u306f\u3001Stable Diffusion\u30e2\u30c7\u30eb\u306e\u62e1\u5f35\u5b50\u3001\u7279\u306bsafetensors\u5f62\u5f0f\u3068ckpt\u5f62\u5f0f\u306e\u7279\u6027\u3084\u9055\u3044\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u89e3\u8aac\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u77e5\u8b58\u3092\u624b\u306b\u5165\u308c\u308b\u3053\u3068\u3067\u3001\u30e2\u30c7\u30eb\u306e\u53d6\u308a\u6271\u3044\u3084\u9069\u5207\u306a\u5229\u7528\u65b9\u6cd5\u304c\u3088\u308a\u660e\u78ba\u306b\u306a\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<p>PROMPTY\u3067\u306f\u3001\u4ed6\u306b\u3082Stable Diffusion\u3092\u59cb\u3081\u3068\u3057\u305f\u753b\u50cf\u751f\u6210AI\u306e\u8a18\u4e8b\u3092\u53d6\u308a\u6271\u3063\u3066\u3044\u308b\u306e\u3067\u3001\u662f\u975e\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\uff5eStable Diffusion\u3067\u7d20\u65e9\u304f\u753b\u50cf\u751f\u6210\u3059\u308b\u306b\u306f\uff5e<\/h2>\n\n\n\n<p><strong><mark style=\"background-color:#fee8ab\" class=\"has-inline-color\">Stable Diffusion\u306e\u753b\u50cf\u751f\u6210\u30b9\u30d4\u30fc\u30c9\u3084\u753b\u50cf\u30b5\u30a4\u30ba\u306f\u3001\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30dc\u30fc\u30c9\uff08GPU\uff09\u306e\u6027\u80fd\u306b\u3088\u3063\u3066\u5927\u304d\u304f\u5909\u308f\u308a\u307e\u3059\u3002<\/mark><\/strong><\/p>\n\n\n\n<p>\u3053\u306e\u305f\u3081\u3001\u3088\u308a\u52b9\u7387\u7684\u304b\u3064\u5feb\u9069\u306a\u753b\u50cf\u751f\u6210\u3092\u671b\u3080\u30e6\u30fc\u30b6\u30fc\u306b\u3068\u3063\u3066\u3001\u6700\u9069\u306a\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30dc\u30fc\u30c9\u306e\u9078\u629e\u304c\u91cd\u8981\u3068\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u63a8\u8ad6\u51e6\u7406\u3084LoRA\u306a\u3069\u306e\u8ffd\u52a0\u5b66\u7fd2\u51e6\u7406\u3068\u3044\u3063\u305f\u5927\u91cf\u306e\u8a08\u7b97\u3092\u52b9\u7387\u3088\u304f\u884c\u3046\u305f\u3081\u306b\u306f\u3001<strong><mark style=\"background-color:#fee8ab\" 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