{"id":1810,"date":"2022-12-19T17:21:59","date_gmt":"2022-12-19T09:21:59","guid":{"rendered":"https:\/\/qishiya.com\/?p=1810"},"modified":"2022-12-19T17:22:00","modified_gmt":"2022-12-19T09:22:00","slug":"%e7%ae%80%e5%8d%95%e7%90%86%e8%a7%a3-stable-diffusion-%e5%92%8c-%e4%bb%a3%e7%a0%81%e5%ae%9e%e7%8e%b0","status":"publish","type":"post","link":"https:\/\/qishiya.com\/?p=1810","title":{"rendered":"<strong>\u7b80\u5355\u7406\u89e3 Stable Diffusion \u548c \u4ee3\u7801\u5b9e\u73b0<\/strong>"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Stable Diffusion \u7684\u8bba\u6587\u6211\u7c97\u770b\u4e86\u4e00\u4e0b\uff0c\u5e76\u6ca1\u6709\u5b8c\u6574\u7684\u53bb\u770b\u6240\u6709\u7684\u6570\u5b66\u63a8\u5bfc\uff0c\u77e5\u9053\u5927\u6982\u7684\u8fc7\u7a0b\u540e\uff0c\u968f\u624b\u627e\u4e86\u51e0\u4e2a\u79d1\u666e\u6027\u8d28\u7684\u6587\u7ae0\uff0c\u6700\u540e\u53c8\u627e\u4e86\u51e0\u6bb5\u4ee3\u7801\uff0cStable Diffusion \u662f\u597d\u51e0\u4e2a\u6280\u672f\u62fc\u5728\u4e00\u8d77\uff0c\u5305\u62ec openai \u7684 CLIP\uff0cU-NET\u7b49\u3002<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_61 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title \" >\u76ee\u5f55<\/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: #ff6200;color:#ff6200\" 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: #ff6200;color:#ff6200\" 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:\/\/qishiya.com\/?p=1810\/#%E6%88%91%E7%9A%84%E5%AD%A6%E4%B9%A0%E7%9B%AE%E6%A0%87\" title=\"\u6211\u7684\u5b66\u4e60\u76ee\u6807\">\u6211\u7684\u5b66\u4e60\u76ee\u6807<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/qishiya.com\/?p=1810\/#%E8%A7%86%E9%A2%91%E6%8E%A8%E8%8D%90\" title=\"\u89c6\u9891\u63a8\u8350\">\u89c6\u9891\u63a8\u8350<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%88%91%E7%9A%84%E5%AD%A6%E4%B9%A0%E7%9B%AE%E6%A0%87\"><\/span>\u6211\u7684\u5b66\u4e60\u76ee\u6807<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6211\u5b66\u4e60\u8fd9\u4e9b\u7684\u76ee\u6807\u53ef\u4ee5\u62c6\u89e3\u5982\u4e0b\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u4f1a\u7528\uff0c\u5229\u7528\u5f00\u6e90\u7684\u6a21\u578b\uff0c\u53ef\u4ee5\u81ea\u5df1\u8fd0\u884c\u8d77\u6765\u3002<\/li>\n\n\n\n<li>\u660e\u767d\u5176\u539f\u7406\uff0c\u5927\u81f4\u7684\u641e\u660e\u767d\u5176\u539f\u7406\uff0c\u4f46\u662f\u4e0d\u4f1a\u53bb\u7ea0\u5c0f\u7ec6\u8282\u3002<\/li>\n\n\n\n<li>\u4e86\u89e3\u5176\u5404\u4e2a\u53c2\u6570\u7684\u4f5c\u7528\u548c\u7528\u6cd5\u3002<\/li>\n\n\n\n<li>\u627e\u5176\u539f\u7406\u5b9e\u73b0\u7684\u4ee3\u7801\uff0c\u628a\u4ee3\u7801\u8dd1\u8d77\u6765\u3002<\/li>\n\n\n\n<li>\u600e\u4e48\u6837\u628a\u6a21\u578b\u670d\u52a1\u5316\uff0c\u505a\u5230\u9ad8\u53ef\u7528\u3002<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u600e\u4e48\u7528 stable diffusion \u7684\u6587\u7ae0\u4e00\u5927\u628a\uff0c\u8bb2\u5176\u539f\u7406\u7684\u89c6\u9891\u548c\u6587\u7ae0\u76f8\u5bf9\u5c11\u4e00\u4e9b\uff0c\u4f46\u662f\u4e5f\u662f\u6709\u7684\uff0c\u63a8\u8350 <a href=\"https:\/\/medium.com\/towards-data-science\/beginners-guide-to-diffusion-models-8c3435ccb4ae\">beginners-guide-to-diffusion-models<\/a> \u8fd9\u4e2a\u6587\u7ae0\u89e3\u51b3\u7684\u6bd4\u8f83\u6e05\u695a\uff0c\u5e76\u4e14\u4f5c\u8005\u662f\u8fd8\u753b\u4e86\u56fe\uff0c\u770b\u5b8c\u540e\u4f60\u5927\u6982\u77e5\u9053\u4ec0\u4e48\u662f step\uff0c\u4ec0\u4e48\u662f CFG\uff0c\u4ec0\u4e48\u662f\u8c03\u5ea6\u5668\u4e4b\u7c7b\u7684\u4e86\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee3\u7801\u5b9e\u73b0\u53d1\u73b0 fast.ai \u6709\u4e00\u4e2a\u8bfe\u7a0b\uff0c\u8bb2\u89e3\u4e86\u57fa\u672c\u7684\u539f\u7406\uff0c\u5e76\u4e14\u5b9e\u73b0\u4e86\u76f8\u5e94\u7684\u4ee3\u7801\uff0c<a href=\"https:\/\/github.com\/fastai\/diffusion-nbs\/blob\/master\/Stable%20Diffusion%20Deep%20Dive.ipynb\">Stable Diffusion Deep Dive<\/a>\uff0c\u4ed6\u7684\u6574\u4e2a\u4ee3\u7801\u4e5f\u90fd\u53ef\u4ee5\u770b\u4e00\u770b<a href=\"https:\/\/github.com\/fastai\/diffusion-nbs\">diffusion-nbs<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E8%A7%86%E9%A2%91%E6%8E%A8%E8%8D%90\"><\/span>\u89c6\u9891\u63a8\u8350<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><img decoding=\"async\" src=\"https:\/\/tutu-1252436247.cos.ap-beijing.myqcloud.com\/2022\/12\/20221219BziuVD.png\" alt=\"20221219BziuVD\"><br>\u8fd9\u4e2a\u662f fat.ia \u76f8\u5173\u7684\u89c6\u9891\uff0c\u5728 Stable Diffusion \u65b9\u9762\u4ecb\u7ecd\u7684\u8f83\u8be6\u7ec6 <a href=\"https:\/\/www.youtube.com\/@howardjeremyp\/videos\">https:\/\/www.youtube.com\/@howardjeremyp\/videos<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image is-style-default\"><img decoding=\"async\" src=\"https:\/\/tutu-1252436247.cos.ap-beijing.myqcloud.com\/2022\/12\/20221219sYIF81.png\" alt=\"Stable Diffusion \u89c6\u9891\u63a8\u8350\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.youtube.com\/watch?v=1CIpzeNxIhU&amp;t=242s&amp;ab_channel=Computerphile\">https:\/\/www.youtube.com\/watch?v=1CIpzeNxIhU&amp;t=242s&amp;ab_channel=Computerphile<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Stable Diffusion \u7684\u8bba\u6587\u6211\u7c97\u770b\u4e86\u4e00\u4e0b\uff0c\u5e76\u6ca1\u6709\u5b8c\u6574\u7684\u53bb\u770b\u6240\u6709\u7684\u6570\u5b66\u63a8\u5bfc\uff0c\u77e5\u9053\u5927\u6982\u7684\u8fc7\u7a0b\u540e\uff0c\u968f\u624b\u627e\u4e86\u51e0\u4e2a\u79d1\u666e\u6027\u8d28\u7684\u6587\u7ae0\uff0c\u6700\u540e\u53c8\u627e\u4e86\u51e0\u6bb5\u4ee3\u7801\uff0cStable Diffusion \u662f\u597d\u51e0\u4e2a\u6280\u672f\u62fc\u5728\u4e00\u8d77\uff0c\u5305\u62ec openai \u7684 CLIP &#8230; <a title=\"\u7b80\u5355\u7406\u89e3 Stable Diffusion \u548c \u4ee3\u7801\u5b9e\u73b0\" class=\"read-more\" href=\"https:\/\/qishiya.com\/?p=1810\" aria-label=\"\u66f4\u591a \u7b80\u5355\u7406\u89e3 Stable Diffusion \u548c \u4ee3\u7801\u5b9e\u73b0\">Read more<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[557],"tags":[560,583],"class_list":["post-1810","post","type-post","status-publish","format-standard","hentry","category-557","tag-stable-diffusion","tag-583"],"_links":{"self":[{"href":"https:\/\/qishiya.com\/index.php?rest_route=\/wp\/v2\/posts\/1810","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/qishiya.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/qishiya.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/qishiya.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/qishiya.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1810"}],"version-history":[{"count":1,"href":"https:\/\/qishiya.com\/index.php?rest_route=\/wp\/v2\/posts\/1810\/revisions"}],"predecessor-version":[{"id":1811,"href":"https:\/\/qishiya.com\/index.php?rest_route=\/wp\/v2\/posts\/1810\/revisions\/1811"}],"wp:attachment":[{"href":"https:\/\/qishiya.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1810"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/qishiya.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1810"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/qishiya.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1810"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}