{"id":13123,"date":"2024-01-28T22:40:58","date_gmt":"2024-01-28T14:40:58","guid":{"rendered":"https:\/\/blog.iyatt.com\/?p=13123"},"modified":"2025-05-18T16:50:35","modified_gmt":"2025-05-18T08:50:35","slug":"stable-diffusion-webui-%e6%8a%98%e8%85%be%e8%ae%b0%e5%bd%95%e6%96%b0%e7%af%87%e7%ab%a0%ef%bc%88%e5%be%85%e5%86%99%ef%bc%89","status":"publish","type":"post","link":"https:\/\/blog.iyatt.com\/?p=13123","title":{"rendered":"Stable Diffusion WebUI \u6298\u817e\u65b0\u7bc7\u7ae0"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 ez-toc-wrap-center counter-hierarchy ez-toc-counter ez-toc-light-blue ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title ez-toc-toggle\" style=\"cursor:pointer\">\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: #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-1'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/blog.iyatt.com\/?p=13123\/#1_%E5%89%8D%E8%A8%80\" >1 \u524d\u8a00<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/blog.iyatt.com\/?p=13123\/#2_%E7%8E%AF%E5%A2%83\" >2 \u73af\u5883<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/blog.iyatt.com\/?p=13123\/#3_%E8%B5%84%E6%BA%90%E7%BD%91%E7%AB%99\" >3 \u8d44\u6e90\u7f51\u7ad9<\/a><ul class='ez-toc-list-level-2' ><li class='ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/blog.iyatt.com\/?p=13123\/#31_%E6%A8%A1%E5%9E%8B\" >3.1 \u6a21\u578b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/blog.iyatt.com\/?p=13123\/#32_%E6%8F%92%E4%BB%B6\" >3.2 \u63d2\u4ef6<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/blog.iyatt.com\/?p=13123\/#4_%E4%B8%80%E4%BA%9B%E6%89%A9%E5%B1%95%EF%BC%88%E6%8F%92%E4%BB%B6%E3%80%81%E8%84%9A%E6%9C%AC%EF%BC%89\" >4 \u4e00\u4e9b\u6269\u5c55\uff08\u63d2\u4ef6\u3001\u811a\u672c\uff09<\/a><ul class='ez-toc-list-level-2' ><li class='ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/blog.iyatt.com\/?p=13123\/#41_%E6%B1%89%E5%8C%96\" >4.1 \u6c49\u5316<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/blog.iyatt.com\/?p=13123\/#42_ControlNet\" >4.2 ControlNet<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/blog.iyatt.com\/?p=13123\/#43_%E4%B8%AD%E6%96%87%E6%8F%90%E7%A4%BA%E8%AF%8D%E7%BB%84%E5%8F%8A%E6%8F%90%E7%A4%BA%E8%AF%8D%E7%BF%BB%E8%AF%91\" >4.3 \u4e2d\u6587\u63d0\u793a\u8bcd\u7ec4\u53ca\u63d0\u793a\u8bcd\u7ffb\u8bd1<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/blog.iyatt.com\/?p=13123\/#44_inpaint_anything\" >4.4 inpaint anything<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/blog.iyatt.com\/?p=13123\/#45_Image_browser\" >4.5 Image browser<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/blog.iyatt.com\/?p=13123\/#46_%E5%9B%BE%E7%94%9F%E6%96%87%E5%8F%8D%E6%8E%A8%E6%8F%90%E7%A4%BA%E8%AF%8D\" >4.6 \u56fe\u751f\u6587\u53cd\u63a8\u63d0\u793a\u8bcd<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/blog.iyatt.com\/?p=13123\/#47_Civitai_Helper\" >4.7 Civitai Helper<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/blog.iyatt.com\/?p=13123\/#48_Adetailer\" >4.8 Adetailer<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/blog.iyatt.com\/?p=13123\/#49_%E5%88%86%E5%9D%97%E7%BB%98%E5%9B%BE\" >4.9 \u5206\u5757\u7ed8\u56fe<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/blog.iyatt.com\/?p=13123\/#410_%E6%8F%90%E7%A4%BA%E8%AF%8D%E8%A1%A5%E5%85%A8\" >4.10 \u63d0\u793a\u8bcd\u8865\u5168<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/blog.iyatt.com\/?p=13123\/#411_%E6%94%BE%E5%A4%A7%E8%84%9A%E6%9C%AC\" >4.11 \u653e\u5927\u811a\u672c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/blog.iyatt.com\/?p=13123\/#412_TensorRT_%E5%8A%A0%E9%80%9F%E6%89%A9%E5%B1%95\" >4.12 TensorRT \u52a0\u901f\u6269\u5c55<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/blog.iyatt.com\/?p=13123\/#413_%E8%A7%86%E9%A2%91%E7%94%9F%E6%88%90\" >4.13 \u89c6\u9891\u751f\u6210<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/blog.iyatt.com\/?p=13123\/#5_%E4%B8%80%E4%BA%9B%E9%97%AE%E9%A2%98\" >5 \u4e00\u4e9b\u95ee\u9898<\/a><ul class='ez-toc-list-level-2' ><li class='ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/blog.iyatt.com\/?p=13123\/#51_no_module_%E2%80%98xformers_%E5%8F%8A_ERROR_Could_not_install_packages_due_to_an_OSError_WinError_5_%E6%8B%92%E7%BB%9D%E8%AE%BF%E9%97%AE\" >5.1 no module &#8216;xformers&#8217; \u53ca ERROR: Could not install packages due to an OSError: [WinError 5] \u62d2\u7edd\u8bbf\u95ee<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/blog.iyatt.com\/?p=13123\/#6_%E6%8A%98%E8%85%BE%E8%AE%B0%E5%BD%95\" >6 \u6298\u817e\u8bb0\u5f55<\/a><ul class='ez-toc-list-level-2' ><li class='ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/blog.iyatt.com\/?p=13123\/#61_%E5%9B%BE%E5%83%8F%E6%94%BE%E5%A4%A7\" >6.1 \u56fe\u50cf\u653e\u5927<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"https:\/\/blog.iyatt.com\/?p=13123\/#611_%E5%90%8E%E6%9C%9F%E5%A4%84%E7%90%86\" >6.1.1 \u540e\u671f\u5904\u7406<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/blog.iyatt.com\/?p=13123\/#612_%E5%9B%BE%E7%94%9F%E5%9B%BE\" >6.1.2 \u56fe\u751f\u56fe<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-26\" href=\"https:\/\/blog.iyatt.com\/?p=13123\/#613_SD_%E6%94%BE%E5%A4%A7%E8%84%9A%E6%9C%AC\" >6.1.3 SD \u653e\u5927\u811a\u672c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-27\" href=\"https:\/\/blog.iyatt.com\/?p=13123\/#614_Ultimate_SD_%E6%94%BE%E5%A4%A7%E8%84%9A%E6%9C%AC\" >6.1.4 Ultimate SD \u653e\u5927\u811a\u672c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-28\" href=\"https:\/\/blog.iyatt.com\/?p=13123\/#615_%E5%88%86%E5%9D%97%E7%BB%98%E5%9B%BE%E6%8F%92%E4%BB%B6\" >6.1.5 \u5206\u5757\u7ed8\u56fe\u63d2\u4ef6<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-29\" href=\"https:\/\/blog.iyatt.com\/?p=13123\/#616_%E9%AB%98%E5%88%86%E8%BE%A8%E7%8E%87%E4%BF%AE%E5%A4%8D\" >6.1.6 \u9ad8\u5206\u8fa8\u7387\u4fee\u590d<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-30\" href=\"https:\/\/blog.iyatt.com\/?p=13123\/#617_ControlNet_%E8%BE%85%E5%8A%A9\" >6.1.7 ControlNet \u8f85\u52a9<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-31\" href=\"https:\/\/blog.iyatt.com\/?p=13123\/#62_%E8%89%BA%E6%9C%AF%E5%9B%BE%E6%A1%88\" >6.2 \u827a\u672f\u56fe\u6848<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-32\" href=\"https:\/\/blog.iyatt.com\/?p=13123\/#621_%E8%89%BA%E6%9C%AF%E5%AD%97\" >6.2.1 \u827a\u672f\u5b57<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-33\" href=\"https:\/\/blog.iyatt.com\/?p=13123\/#622_%E5%85%89%E5%BD%B1%E6%96%87%E5%AD%97\" >6.2.2 \u5149\u5f71\u6587\u5b57<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-34\" href=\"https:\/\/blog.iyatt.com\/?p=13123\/#623_%E5%B5%8C%E5%85%A5%E4%BA%8C%E7%BB%B4%E7%A0%81\" >6.2.3 \u5d4c\u5165\u4e8c\u7ef4\u7801<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-35\" href=\"https:\/\/blog.iyatt.com\/?p=13123\/#63_%E4%BB%A5%E5%9B%BE%E7%89%87%E4%BD%9C%E4%B8%BA%E2%80%9C%E6%8F%90%E7%A4%BA%E8%AF%8D%E2%80%9D%EF%BC%8C%E7%94%BB%E9%A3%8E%E4%BF%AE%E6%94%B9_%E2%80%93_%E9%80%82%E9%85%8D%E5%99%A8\" >6.3 \u4ee5\u56fe\u7247\u4f5c\u4e3a\u201c\u63d0\u793a\u8bcd\u201d\uff0c\u753b\u98ce\u4fee\u6539 &#8211; \u9002\u914d\u5668<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-36\" href=\"https:\/\/blog.iyatt.com\/?p=13123\/#64_%E5%B1%80%E9%83%A8%E9%87%8D%E7%BB%98_%E2%80%93_%E6%8D%A2%E8%A1%A3%E3%80%81%E2%80%9C%E5%8E%BB%E8%A1%A3%E2%80%9D\" >6.4 \u5c40\u90e8\u91cd\u7ed8 &#8211; \u6362\u8863\u3001\u201c\u53bb\u8863\u201d<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h1><span class=\"ez-toc-section\" id=\"1_%E5%89%8D%E8%A8%80\"><\/span>1 \u524d\u8a00<span class=\"ez-toc-section-end\"><\/span><\/h1>\n<p>\u7b2c\u4e00\u6b21\u73a9 Stable Diffusion WebUI \u662f\u4e09\u5341\u51e0\u5929\u524d\uff0c\u5f53\u65f6\u8fd8\u5728\u7528\u56db\u5e74\u534a\u524d\uff08\u5927\u5b66\u524d\u6691\u5047\uff09\u4e70\u7684\u8f7b\u8584\u672c\uff0c\u800c\u5728\u534a\u5e74\u524d\u72ec\u663e\u8fd8\u574f\u4e86\uff0c\u6240\u4ee5\u662f\u7eaf\u7eaf\u7684\u7528 CPU \u6298\u817e\uff0c\u521a\u5f00\u59cb\u7eaf CPU \u8dd1\uff0c\u540e\u9762\u53d1\u73b0 OpenVINO \u6709\u4e2a fork \u7248\u672c\u652f\u6301 Intel \u6838\u663e\u3002\u4e00\u5f20 512&#215;768 \u7684\u56fe\uff08\u4e0d\u7528\u9ad8\u6e05\u653e\u5927\uff09\uff0c\u7eaf CPU \u80fd\u8dd1\u4e2a 1 \u5c0f\u65f6\u5de6\u53f3\u5427\uff0c\u6838\u663e\u80fd\u8dd1\u4e94\u516d\u5206\u949f\u3002<br \/>\n\u867d\u7136\u6838\u663e\u63d0\u901f\u660e\u663e\uff0c\u4f46\u662f\u6574\u4f53\u901f\u5ea6\u4e5f\u4e0d\u662f\u5f88\u5feb\uff0c\u8fd9\u4e2a\u8fd8\u662f\u5176\u6b21\u7684\u3002\u4e3b\u8981\u662f OpenVINO \u7248\u4e0d\u5b8c\u5584\uff0c\u800c\u4e14\u6211\u770b GitHub \u7684\u63d0\u4ea4\u8bb0\u5f55\u800c\u7a00\u5c11\uff0c\u66f4\u65b0\u4e0d\u79ef\u6781\uff0c\u5e94\u8be5\u4e0d\u600e\u4e48\u91cd\u89c6\u5427\uff08\u5230\u76ee\u524d\u4e3a\u6b62\u663e\u793a\u6700\u8fd1\u7684\u66f4\u65b0\u5df2\u7ecf\u662f\u4e24\u4e2a\u6708\u4ee5\u4e0a\u4e86\uff09\u3002\u5176\u4e2d\u7684\u4e0d\u5b8c\u5584\u4f53\u73b0\u5728\u591a\u4e2a\u65b9\u9762\uff1a\u2460\u6838\u663e\u52a0\u901f\u662f\u901a\u8fc7\u811a\u672c\u5b9e\u73b0\u7684\uff0c\u4e5f\u5c31\u662f\u4f7f\u7528\u4e86\u6838\u663e\u52a0\u901f\u5c31\u4e0d\u80fd\u4f7f\u7528\u5176\u5b83\u81ea\u5b9a\u4e49\u811a\u672c\u4e86\uff1b\u2461\u6838\u663e\u52a0\u901f\u5bf9\u5185\u5b58\u4f9d\u8d56\u975e\u5e38\u9ad8\uff0c\u5f53\u65f6\u6211\u4e3a\u4e86\u5c1d\u8bd5\u66f4\u5927\u7684\u56fe\uff0c\u628a\u5185\u5b58\u4ece 20G \uff084+16\uff09\u6539\u5230 36G\uff084+32\uff09\uff0c\u7136\u800c\u6211\u6d4b\u8bd5\u7684\u6781\u9650\u5927\u6982\u4e5f\u53ea\u80fd\u753b\u5230 750&#215;1000 \u5de6\u53f3\uff0c\u518d\u5927\u5c31\u4f1a\u62a5\u9519\u8bf4\u4ec0\u4e48\u5185\u5b58\u5730\u5740\u9519\u8bef\u4e4b\u7c7b\u7684\uff0c\u76ef\u7740\u4efb\u52a1\u7ba1\u7406\u5668\u770b\u5c31\u4f1a\u53d1\u73b0\u5728\u67d0\u4e2a\u65f6\u5019\u7a81\u7136\u5185\u5b58\u8dd1\u6ee1\uff0c\u7136\u540e\u7ec8\u7aef\u5c31\u51fa\u73b0\u62a5\u9519\uff0c\u4e5f\u5c31\u662f\u8bf4\u5185\u5b58\u7206\u4e86\uff1b\u2462\u6838\u663e\u52a0\u901f\u652f\u6301\u8303\u56f4\u592a\u5c0f\uff0c\u53ea\u80fd\u5728\u6587\u751f\u56fe\u548c\u56fe\u751f\u56fe\u4f7f\u7528\uff0c\u4e14\u6587\u751f\u56fe\u4e2d\u4e0d\u80fd\u4f7f\u7528\u9ad8\u6e05\u5316\uff0c\u4e00\u65e6\u5f00\u4e86\u5c31\u4f1a\u53d8\u6210 CPU \u8dd1\uff0c\u7136\u540e\u7b2c\u4e09\u65b9\u63d2\u4ef6\u6ca1\u53d1\u73b0\u6709\u652f\u6301\u7684\uff0c\u6bd4\u5982\u5e38\u7528 ControlNet \u7b49\u7b49\u3002\u5728\u4e00\u7cfb\u5217\u7684\u539f\u56e0\u4e4b\u4e0b\uff0c\u6700\u540e\u6211\u653e\u5f03\u4e86\u3002<br \/>\n\u524d\u51e0\u5929\u6211\u4e70\u4e86\u53f0\u65b0\u7684\u7b14\u8bb0\u672c\u7535\u8111\uff0cRTX4060 \u7684\u663e\u5361\uff0c24 \u53f7\u4e0b\u5348\u5230\u4e86\uff0c\u5148\u662f\u6d4b\u8bd5\u4e86\u4e00\u756a\uff0c\u53c8\u628a\u7cfb\u7edf\u6362\u6210\u4e13\u4e1a\u7248\uff0c\u63a5\u7740\u88c5\u5404\u79cd\u8f6f\u4ef6\uff0c\u665a\u4e0a\u628a WebUI \u914d\u4e0a\u4e86\uff0c\u5f53\u65f6\u8bd5\u4e86\u4e00\u4e0b\uff0c\u8fd8\u662f\u753b 512&#215;768 \u7684\u56fe\uff0c\u4ec5\u4ec5\u51e0\u79d2\u5c31\u753b\u51fa\u6765\u4e86\uff0c\u6709\u4e86\u524d\u9762\u7528 CPU \u6298\u817e\u7684\u4f53\u9a8c\uff0c\u8fd9\u901f\u5ea6\u5feb\u5f97\u8ba9\u4eba\u633a\u5174\u594b\u7684\u3002<br \/>\n\u914d\u7f6e WebUI \u5176\u5b9e\u633a\u7b80\u5355\u7684\uff0c\u7535\u8111\u7684\u663e\u5361\u9a71\u52a8\u4fdd\u8bc1\u5b89\u88c5\u597d\u4e86\uff0c\u5b89\u88c5 Python \u548c Git\uff0c\u518d\u514b\u9686 WebUI \u7684\u6e90\u7801\u4e0b\u6765\uff0c\u8fd0\u884c\u91cc\u9762\u7684\u542f\u52a8\u811a\u672c\uff0c\u9996\u6b21\u4f1a\u81ea\u52a8\u521b\u5efa\u4e00\u4e2a Python \u865a\u62df\u73af\u5883\uff0c\u5e76\u5728\u91cc\u9762\u5b89\u88c5\u4f9d\u8d56\u7684\u5404\u79cd\u5de5\u5177\u5305\uff0c\u6bd4\u5982 PyTorch \u4e4b\u7c7b\u7684\uff0c\u5b89\u88c5\u5b8c\u4ee5\u540e\u5c31\u4f1a\u81ea\u52a8\u542f\u52a8\u3002\u7a0d\u5fae\u8be6\u7ec6\u4e00\u70b9\u7684\u6d41\u7a0b\u53ef\u4ee5\u770b\u6211\u524d\u9762\u7684\u8bb0\u5f55\uff1a<a href=\"https:\/\/blog.iyatt.com\/?p=12345\">https:\/\/blog.iyatt.com\/?p=12345<\/a><\/p>\n<p>2024.1.28<\/p>\n<h1><span class=\"ez-toc-section\" id=\"2_%E7%8E%AF%E5%A2%83\"><\/span>2 \u73af\u5883<span class=\"ez-toc-section-end\"><\/span><\/h1>\n<p>RAM\uff1a32G<br \/>\nCPU\uff1ai7-12700H<br \/>\nGPU\uff1aNVIDIA RTX4060 Laptop GPU<br \/>\nVRAM\uff1a8G<\/p>\n<p>Windows 11 23H2<\/p>\n<p>Stable Diffusion WebUI 1.7<\/p>\n<h1><span class=\"ez-toc-section\" id=\"3_%E8%B5%84%E6%BA%90%E7%BD%91%E7%AB%99\"><\/span>3 \u8d44\u6e90\u7f51\u7ad9<span class=\"ez-toc-section-end\"><\/span><\/h1>\n<h2><span class=\"ez-toc-section\" id=\"31_%E6%A8%A1%E5%9E%8B\"><\/span>3.1 \u6a21\u578b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li><a href=\"https:\/\/civitai.com\/\">https:\/\/civitai.com\/<\/a><\/li>\n<li><a href=\"https:\/\/huggingface.co\/\">https:\/\/huggingface.co\/<\/a><\/li>\n<li><a href=\"https:\/\/www.liblib.ai\/\">https:\/\/www.liblib.ai\/<\/a><\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"32_%E6%8F%92%E4%BB%B6\"><\/span>3.2 \u63d2\u4ef6<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u63d2\u4ef6\u53ef\u4ee5\u76f4\u63a5\u5728 WebUI \u91cc\u6dfb\u52a0\uff0c\u53ef\u80fd\u6709\u4e9b\u6ca1\u6709\u6536\u5f55\u5230\u91cc\u9762\u5c31\u8981\u81ea\u5df1\u53bb\u4e0b\u8f7d\uff0c\u4ee5\u53ca\u6709\u4e9b\u63d2\u4ef6\u4f9d\u8d56\u6a21\u578b\u9700\u8981\u624b\u52a8\u4e0b\u8f7d\uff0c\u53ef\u4ee5\u524d\u5f80\u63d2\u4ef6\u7684\u9879\u76ee\u9875\u770bREADME\uff0c\u4f1a\u7ed9\u51fa\u6a21\u578b\u4e0b\u8f7d\u94fe\u63a5\uff0c\u57fa\u672c\u4e0a\u90fd\u662f\u5728\u5f00\u6e90\u4ee3\u7801\u6258\u7ba1\u5e73\u53f0 GitHub \u4e0a\u3002<\/p>\n<p>GitHub\uff1a<a href=\"https:\/\/github.com\/\">https:\/\/github.com\/<\/a><\/p>\n<h1><span class=\"ez-toc-section\" id=\"4_%E4%B8%80%E4%BA%9B%E6%89%A9%E5%B1%95%EF%BC%88%E6%8F%92%E4%BB%B6%E3%80%81%E8%84%9A%E6%9C%AC%EF%BC%89\"><\/span>4 \u4e00\u4e9b\u6269\u5c55\uff08\u63d2\u4ef6\u3001\u811a\u672c\uff09<span class=\"ez-toc-section-end\"><\/span><\/h1>\n<p>\u6ce8\uff1a<\/p>\n<ul>\n<li>\u6dfb\u52a0\u6269\u5c55\u540e\u4e00\u822c\u90fd\u8981\u70b9\u91cd\u542f\u624d\u80fd\u52a0\u8f7d\u51fa\u6765<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"41_%E6%B1%89%E5%8C%96\"><\/span>4.1 \u6c49\u5316<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li><a href=\"https:\/\/github.com\/VinsonLaro\/stable-diffusion-webui-chinese\">https:\/\/github.com\/VinsonLaro\/stable-diffusion-webui-chinese<\/a><\/li>\n<li><a href=\"https:\/\/github.com\/dtlnor\/stable-diffusion-webui-localization-zh_CN\">https:\/\/github.com\/dtlnor\/stable-diffusion-webui-localization-zh_CN<\/a><\/li>\n<li><a href=\"https:\/\/github.com\/hanamizuki-ai\/stable-diffusion-webui-localization-zh_Hans\">https:\/\/github.com\/hanamizuki-ai\/stable-diffusion-webui-localization-zh_Hans<\/a><\/li>\n<\/ul>\n<p>\u7b2c\u4e00\u4e2a\u63d2\u4ef6\u652f\u6301\u4e2d\u82f1\u540c\u65f6\u663e\u793a\uff0c\u53ef\u4ee5\u5bf9\u7167\u3002\u7b2c\u4e09\u4e2a\u63d2\u4ef6\u6bcf\u8fc7\u4e00\u6bb5\u65f6\u95f4\u5c31\u4f1a\u4ece\u4e91\u7aef\u540c\u6b65\uff0c\u4fdd\u6301\u66f4\u65b0\u3002<br \/>\n\u5b89\u88c5\u63d2\u4ef6\u540e\u8fdb\u5165\u8bbe\u7f6e\uff0c\u6253\u5f00 User interface<br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2024\/01\/image-1706457804834.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 303px; --smush-placeholder-aspect-ratio: 303\/306;\" \/><br \/>\n\u5728 Localization \u91cc\u9009\u62e9\u8bed\u8a00<br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2024\/01\/image-1706457858744.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 681px; --smush-placeholder-aspect-ratio: 681\/240;\" \/><br \/>\n\u7136\u540e\u4fdd\u5b58\u8bbe\u7f6e\u5e76\u91cd\u542f UI \u751f\u6548<\/p>\n<h2><span class=\"ez-toc-section\" id=\"42_ControlNet\"><\/span>4.2 ControlNet<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li><a href=\"https:\/\/github.com\/Mikubill\/sd-webui-controlnet\">https:\/\/github.com\/Mikubill\/sd-webui-controlnet<\/a><\/li>\n<\/ul>\n<p>\u63a7\u5236\u7f51\u7edc\uff0c\u901a\u8fc7\u5404\u79cd\u7f51\u7edc\u63a7\u5236\u751f\u6210\u5185\u5bb9\uff0c\u6bd4\u5982\u9aa8\u9abc\u53ef\u4ee5\u63a7\u5236\u751f\u6210\u4eba\u7269\u59ff\u52bf\u3002<br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2024\/01\/image-1706488581458.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 1128px; --smush-placeholder-aspect-ratio: 1128\/242;\" \/><\/p>\n<h2><span class=\"ez-toc-section\" id=\"43_%E4%B8%AD%E6%96%87%E6%8F%90%E7%A4%BA%E8%AF%8D%E7%BB%84%E5%8F%8A%E6%8F%90%E7%A4%BA%E8%AF%8D%E7%BF%BB%E8%AF%91\"><\/span>4.3 \u4e2d\u6587\u63d0\u793a\u8bcd\u7ec4\u53ca\u63d0\u793a\u8bcd\u7ffb\u8bd1<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li><a href=\"https:\/\/github.com\/thisjam\/sd-webui-oldsix-prompt\">https:\/\/github.com\/thisjam\/sd-webui-oldsix-prompt<\/a><br \/>\n\u53ef\u4ee5\u76f4\u63a5\u5728\u91cc\u9762\u9009\u63d0\u793a\u8bcd\uff0c\u5de6\u952e\u9009\u8fdb\u6b63\u9762\uff0c\u53f3\u952e\u9009\u8fdb\u8d1f\u9762<br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2024\/01\/image-1706490883389.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 1957px; --smush-placeholder-aspect-ratio: 1957\/863;\" \/><br \/>\n\u4e5f\u53ef\u4ee5\u6309<code class=\"kb-btn\">Alt<\/code>+<code class=\"kb-btn\">Q<\/code>\u8c03\u51fa\u7ffb\u8bd1\u6846\uff0c\u81ea\u5b9a\u4e49\u8f93\u5165\u5185\u5bb9\u76f4\u63a5\u7ffb\u8bd1<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"44_inpaint_anything\"><\/span>4.4 inpaint anything<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li><a href=\"https:\/\/github.com\/Uminosachi\/sd-webui-inpaint-anything\">https:\/\/github.com\/Uminosachi\/sd-webui-inpaint-anything<\/a><br \/>\n\u8fd9\u4e2a\u63d2\u4ef6\u53ef\u4ee5\u8bc6\u522b\u8f93\u5165\u7684\u56fe\u50cf\uff0c\u5c06\u56fe\u50cf\u4e2d\u7684\u5404\u79cd\u5143\u7d20\u5206\u5272\u5f00\uff0c\u4e3b\u8981\u662f\u7528\u6765\u751f\u6210\u8499\u7248\u5f88\u65b9\u4fbf\u3002<br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2023\/12\/image-1704012149596.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 999px; --smush-placeholder-aspect-ratio: 999\/692;\" \/><\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"45_Image_browser\"><\/span>4.5 Image browser<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li><a href=\"https:\/\/github.com\/AlUlkesh\/stable-diffusion-webui-images-browser\">https:\/\/github.com\/AlUlkesh\/stable-diffusion-webui-images-browser<\/a><br \/>\nWebUI \u751f\u6210\u7684\u56fe\u7247\u662f\u6309\u65e5\u671f\u5f52\u6863\u7684\uff0c\u6bcf\u5929\u4e00\u4e2a\u6587\u4ef6\u5939\u3002Image browser \u76f8\u5f53\u4e8e\u76f8\u518c\uff0c\u628a\u6240\u6709\u56fe\u7247\u5168\u90e8\u663e\u793a\u5728\u4e00\u8d77\u3002<br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2023\/12\/image-1704012231482.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 999px; --smush-placeholder-aspect-ratio: 999\/550;\" \/><\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"46_%E5%9B%BE%E7%94%9F%E6%96%87%E5%8F%8D%E6%8E%A8%E6%8F%90%E7%A4%BA%E8%AF%8D\"><\/span>4.6 \u56fe\u751f\u6587\u53cd\u63a8\u63d0\u793a\u8bcd<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li><a href=\"https:\/\/github.com\/picobyte\/stable-diffusion-webui-wd14-tagger\">https:\/\/github.com\/picobyte\/stable-diffusion-webui-wd14-tagger<\/a><\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"47_Civitai_Helper\"><\/span>4.7 Civitai Helper<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li><a href=\"https:\/\/github.com\/butaixianran\/Stable-Diffusion-Webui-Civitai-Helper\">https:\/\/github.com\/butaixianran\/Stable-Diffusion-Webui-Civitai-Helper<\/a><\/li>\n<\/ul>\n<p>\u8fd9\u4e2a\u63d2\u4ef6\u53ef\u4ee5\u4ece C \u7ad9\u540c\u6b65\u6a21\u578b\u7684\u9884\u89c8\u56fe\uff0c\u8fd9\u6837\u770b\u5230\u6a21\u578b\u53ef\u4ee5\u66f4\u597d\u5730\u8054\u60f3\u5230\u7528\u9014\uff0c\u53e6\u5916\u652f\u6301\u901a\u8fc7\u6a21\u578b\u7684 C \u7ad9\u94fe\u63a5\u4e0b\u8f7d\u6a21\u578b\uff0c\u800c\u4e0d\u9700\u8981\u624b\u52a8\u4e0b\u8f7d\u518d\u53bb\u79fb\u52a8\u6587\u4ef6\u5230\u5bf9\u5e94\u6a21\u578b\u7684\u8def\u5f84\u3002\u8fd9\u4e2a\u4e0b\u8f7d\u52a9\u624b\u611f\u89c9\u7528\u5904\u4e0d\u662f\u5f88\u5927\uff0c\u8981\u4e48\u670d\u52a1\u5668\u5728\u6d77\u5916\u90e8\u7f72\u7684\uff0c\u6216\u8005\u4ee3\u7406\u6d41\u91cf\u5f88\u8db3\uff0c\u76f4\u63a5\u7528\u6d41\u91cf\u4e0b\u4e5f\u884c\uff0c\u5c0f\u6a21\u578b\u7528\u8fd9\u4e2a\u4e0b\u8f7d\u8fd8\u884c\uff0c\u5927\u6a21\u578b\u52a8\u8f84\u51e0\u4e2a GB \u8d77\u6b65\uff0c\u6211\u4e00\u822c\u5c31\u7528\u8fc5\u96f7\u4e0b\u8f7d\uff0c\u8282\u7701\u6d41\u91cf\u3002<br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2023\/12\/image-1704020480106.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 999px; --smush-placeholder-aspect-ratio: 999\/467;\" \/><\/p>\n<h2><span class=\"ez-toc-section\" id=\"48_Adetailer\"><\/span>4.8 Adetailer<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li><a href=\"https:\/\/github.com\/Bing-su\/adetailer\">https:\/\/github.com\/Bing-su\/adetailer<\/a><\/li>\n<\/ul>\n<p>\u7ec6\u8282\u4fee\u590d\uff0c\u6bd4\u5982\u8138\u3001\u624b\u753b\u5d29\u4e86\u53ef\u4ee5\u7528\u8fd9\u4e2a\u4fee\u590d\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"49_%E5%88%86%E5%9D%97%E7%BB%98%E5%9B%BE\"><\/span>4.9 \u5206\u5757\u7ed8\u56fe<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li><a href=\"https:\/\/github.com\/pkuliyi2015\/multidiffusion-upscaler-for-automatic1111\">https:\/\/github.com\/pkuliyi2015\/multidiffusion-upscaler-for-automatic1111<\/a><br \/>\n\u5f53\u76f4\u63a5\u7ed8\u5236\u7684\u56fe\u50cf\u5c3a\u5bf8\u8d85\u51fa\u663e\u5b58\u53ef\u884c\u8303\u56f4\uff0c\u7528\u8fd9\u4e2a\u63d2\u4ef6\u53ef\u4ee5\u5b9e\u73b0\u5927\u56fe\u62c6\u5c0f\u56fe\uff0c\u7ed8\u5236\u591a\u5f20\u5c0f\u56fe\uff0c\u6700\u540e\u62fc\u5408\u6210\u4e00\u5f20\u5927\u56fe\uff0c\u8fd9\u6837\u5bf9\u663e\u5b58\u7684\u9700\u6c42\u5c31\u5c0f\u4e86\uff0c\u53ea\u662f\u7ed8\u56fe\u901f\u5ea6\u4f1a\u66f4\u6162\u3002<\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"410_%E6%8F%90%E7%A4%BA%E8%AF%8D%E8%A1%A5%E5%85%A8\"><\/span>4.10 \u63d0\u793a\u8bcd\u8865\u5168<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li><a href=\"https:\/\/github.com\/DominikDoom\/a1111-sd-webui-tagcomplete\">https:\/\/github.com\/DominikDoom\/a1111-sd-webui-tagcomplete<\/a><\/li>\n<\/ul>\n<p>\u63d0\u793a\u8bcd\u8f93\u5165\u65f6\u4f1a\u663e\u793a\u5019\u9009\uff0c\u63a8\u8350\u66f4\u9002\u5408 AI \u8bc6\u522b\u7684\u5173\u952e\u8bcd\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"411_%E6%94%BE%E5%A4%A7%E8%84%9A%E6%9C%AC\"><\/span>4.11 \u653e\u5927\u811a\u672c<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li><a href=\"https:\/\/github.com\/Coyote-A\/ultimate-upscale-for-automatic1111\">https:\/\/github.com\/Coyote-A\/ultimate-upscale-for-automatic1111<\/a><\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"412_TensorRT_%E5%8A%A0%E9%80%9F%E6%89%A9%E5%B1%95\"><\/span>4.12 TensorRT \u52a0\u901f\u6269\u5c55<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u53ef\u4ee5\u663e\u8457\u63d0\u9ad8 Stable Diffusion \u7ed8\u56fe\u901f\u5ea6<\/p>\n<p>\u5b98\u7f51\u4ecb\u7ecd\uff1a<a href=\"https:\/\/nvidia.custhelp.com\/app\/answers\/detail\/a_id\/5487\/~\/tensorrt-extension-for-stable-diffusion-web-ui\">https:\/\/nvidia.custhelp.com\/app\/answers\/detail\/a_id\/5487\/~\/tensorrt-extension-for-stable-diffusion-web-ui<\/a><br \/>\n\u9879\u76ee\u4e3b\u9875\u5730\u5740\uff1a<a href=\"https:\/\/github.com\/NVIDIA\/Stable-Diffusion-WebUI-TensorRT\">https:\/\/github.com\/NVIDIA\/Stable-Diffusion-WebUI-TensorRT<\/a><\/p>\n<p>\u6700\u4f4e\u914d\u7f6e\u8981\u6c42\uff1a<\/p>\n<ul>\n<li>RTX \u7cfb\u5217\u663e\u5361\u4e14\u6700\u4f4e  8G \u663e\u5b58<\/li>\n<li>\u6700\u5c11 16G \u5185\u5b58<\/li>\n<li>\u5b89\u88c5\u671f\u95f4\u8981\u4fdd\u6301\u7f51\u7edc\u8fde\u63a5\uff08\u5927\u9646\u533a\u9700\u8981\u4fdd\u6301\u4ee3\u7406\uff09<\/li>\n<li>\u7b2c\u56db\u884c\u7684\u5c31\u662f\u6700\u4f4e NVIDIA \u663e\u5361\u9a71\u52a8\u7248\u672c\u8981\u6c42<br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2024\/01\/image-1707065182908.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 647px; --smush-placeholder-aspect-ratio: 647\/136;\" \/><\/li>\n<\/ul>\n<p>\u53ef\u4ee5\u81ea\u884c\u67e5\u770b\u9a71\u52a8\u7248\u672c\uff08\u5728\u91cc\u9762\u4e5f\u80fd\u5347\u7ea7\uff09\uff0c\u5982\u679c\u662f\u54c1\u724c\u7535\u8111\uff0c\u9884\u88c5\u7684\u6b63\u7248\u7cfb\u7edf\u5c31\u662f\u5b89\u88c5\u597d\u9a71\u52a8\u7684\uff0c\u81ea\u5df1\u5b89\u88c5\u6216\u8005\u91cd\u88c5\u7684\u8bb0\u5f97\u81ea\u884c\u6253\u597d\u9a71\u52a8\u3002\u5b98\u65b9\u9a71\u52a8\u4e0b\u8f7d\uff1a<a href=\"https:\/\/www.nvidia.cn\/geforce\/drivers\/\">https:\/\/www.nvidia.cn\/geforce\/drivers\/<\/a><br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2024\/01\/image-1707065375965.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 132px; --smush-placeholder-aspect-ratio: 132\/126;\" \/><br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2024\/01\/image-1707065398750.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 356px; --smush-placeholder-aspect-ratio: 356\/103;\" \/><\/p>\n<p>\u76f4\u63a5\u5728 WebUI \u5217\u8868\u91cc\u53ef\u4ee5\u641c\u5230\uff0c\u5b89\u88c5\u8fc7\u7a0b\u5927\u7ea6\u4f1a\u4e0b\u8f7d\u51e0\u4e2a GB\u3002<br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2024\/01\/image-1707065905684.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 792px; --smush-placeholder-aspect-ratio: 792\/643;\" \/><\/p>\n<p>\u5b89\u88c5\u5b8c\u91cd\u8f7d UI\uff0c\u53ef\u4ee5\u770b\u5230<br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2024\/01\/image-1707066748491.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 999px; --smush-placeholder-aspect-ratio: 999\/552;\" \/><\/p>\n<p>\u53f3\u4fa7\u6709\u5b83\u7684\u4f7f\u7528\u8bf4\u660e\uff0c\u5982\u679c\u9047\u5230\u95ee\u9898\u53ef\u4ee5\u53bb\u770b\u770b\u9879\u76ee\u9875\u7684 issues\uff0c\u6ca1\u6709\u4eba\u63d0\u8fc7\u8fd9\u4e2a\u95ee\u9898\u5c31\u81ea\u5df1\u63d0\u51fa\u6765\u3002<br \/>\n\u8fd9\u4e2a\u52a0\u901f\u4f1a\u4e27\u5931\u4e00\u5b9a\u7684\u81ea\u7531\u5ea6\uff0c\u6bd4\u5982\u751f\u6210\u56fe\u50cf\u7684\u5c3a\u5bf8\u4f1a\u56fa\u5b9a\u67d0\u51e0\u4e2a\uff0c\u6216\u8005\u4e00\u4e2a\u8303\u56f4\uff0c\u9700\u8981\u6307\u5b9a\u53c2\u6570\u63d0\u524d\u7f16\u8bd1\u6a21\u578b\u3002\u8fd9\u4e2a\u4e1c\u897f\u611f\u89c9\u50cf OpenVINO \u7248\u672c\u7684 WebUI\uff0c\u5982\u679c\u8981\u4f7f\u7528 Intel \u663e\u5361\u52a0\u901f\uff0c\u5c31\u8981\u5728\u7ed8\u56fe\u4e4b\u524d\u5148\u91cd\u65b0\u7f16\u8bd1\u6a21\u578b\uff0c\u53ea\u662f\u8fc7\u7a0b\u81ea\u52a8\uff0c\u4f46\u662f\u6709\u4f7f\u7528\u8303\u56f4\u9650\u5236\uff0c\u751f\u6210\u56fe\u50cf\u5c3a\u5bf8\u9650\u5236\uff0c\u63d0\u793a\u8bcd\u6570\u91cf\u9650\u5236\u7b49\u7b49\u3002\u8bd5\u53c2\u6570\u7ed8\u5236\u7684\u65f6\u5019\uff0c\u8fd9\u4e2a\u52a0\u901f\u6ca1\u5565\u7528\uff0c\u6709\u4e9b\u53c2\u6570\u6539\u4e00\u4e0b\u53c8\u8981\u91cd\u65b0\u7f16\u8bd1\u6a21\u578b\uff0c\u53cd\u800c\u66f4\u6162\uff0c\u6bd4\u8f83\u9002\u5408\u5927\u89c4\u6a21\u751f\u6210\uff08\u62bd\u5361\u9009\u753b\u5f97\u597d\u7684\uff09\u3002<br \/>\n\u8fd9\u4e2a\u52a0\u901f\u7684\u539f\u7406\u53ef\u4ee5\u8fd9\u6837\u7406\u89e3\uff0c\u6bd4\u5982\u8981\u505a\u4e00\u4e2a\u94c1\u9505\uff0c\u4f20\u7edf\u505a\u6cd5\u5c31\u662f\u4eba\u5de5\u6376\u6253\uff0c\u901f\u5ea6\u6162\u662f\u4e0d\u662f\uff1f\u90a3\u6211\u4e13\u95e8\u505a\u4e00\u5957\u751f\u4ea7\u7ebf\uff08\u6a21\u5177\uff09\uff0c\u4ece\u94c1\u6750\u6599\u5230\u94c1\u9505\u6210\u578b\u7684\u6d41\u6c34\u7ebf\u5168\u81ea\u52a8\uff0c\u901f\u5ea6\u662f\u4e0d\u662f\u5c31\u5feb\u4e86\uff1f\u4f46\u662f\u53ea\u505a\u4e00\u53e3\u5b9a\u5236\u5f62\u72b6\u3001\u539a\u5ea6\u3001\u5927\u5c0f\u7684\u9505\u5355\u72ec\u53bb\u505a\u4e00\u6761\u751f\u4ea7\u7ebf\u4f1a\u82b1\u4e0d\u5c11\u65f6\u95f4\u7684\uff0c\u8fd9\u65f6\u5019\u8fd8\u662f\u4f20\u7edf\u624b\u9524\u597d\uff0c\u9664\u975e\u89c9\u5f97\u8fd9\u79cd\u53c2\u6570\u7684\u94c1\u9505\u597d\uff0c\u8981\u91cf\u4ea7\uff0c\u624d\u4f1a\u53bb\u505a\u4e00\u6761\u751f\u4ea7\u7ebf\uff0c\u7b49\u751f\u4ea7\u7ebf\u5efa\u597d\u4e86\u518d\u6279\u91cf\u751f\u4ea7\u7684\u65f6\u5019\u901f\u5ea6\u5c31\u975e\u5e38\u5feb\u4e86\u3002\u4e0a\u9762\u8bf4\u7684\u53ea\u662f TensorRt \u5728 SD \u4e2d\u7684\u89d2\u8272\u4f5c\u7528\uff0c\u4e0d\u662f\u672c\u8d28\u7684\u201c\u52a0\u901f\u201d\u5b9e\u73b0\uff0c\u672c\u8d28\u4e0a\u5728\u4f7f\u7528 TensorRT \u524d\u9700\u8981\u91cd\u65b0\u7f16\u8bd1\u6a21\u578b\uff0c\u8fd9\u4e2a\u6a21\u578b\u5c31\u662f\u4e13\u95e8\u9488\u5bf9\u663e\u5361\u7684\u8ba1\u7b97\u4f18\u5316\u8fc7\u7684\uff0c\u7b80\u5316\u8fd0\u7b97\uff0c\u524a\u51cf\u7cbe\u5ea6\uff0c\u964d\u4f4e\u8ba1\u7b97\u91cf\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"413_%E8%A7%86%E9%A2%91%E7%94%9F%E6%88%90\"><\/span>4.13 \u89c6\u9891\u751f\u6210<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul>\n<li><a href=\"https:\/\/github.com\/continue-revolution\/sd-webui-animatediff\">https:\/\/github.com\/continue-revolution\/sd-webui-animatediff<\/a><\/li>\n<\/ul>\n<p>\u5e27\u7387\u662f\u6bcf\u79d2\u7684\u753b\u9762\u5f20\u6570\uff0c\u603b\u5e27\u6570\u548c\u5e27\u7387\u7684\u6bd4\u503c\u5c31\u662f\u65f6\u957f\uff1b\u95ed\u73af\u9009 N \u65f6\u751f\u6210\u7684\u89c6\u9891\u4e0d\u4f1a\u9996\u4f4d\u547c\u5e94\u5faa\u73af\uff0c\u5176\u5b83\u7684\u4f1a\u9996\u5c3e\u76f8\u540c\uff0c\u53ea\u662f\u4e2d\u95f4\u53d8\u5316\u89c4\u5f8b\u4e0d\u540c\uff1b\u5e27\u63d2\u503c\u9009 FILM\uff0c\u540e\u9762\u9009\u63d2\u503c\u6b21\u6570\uff0c\u4f1a\u5728 AI \u751f\u6210\u7684\u56fe\u7247\u7684\u57fa\u7840\u4e0a\u63d2\u5165\u4e00\u4e9b\u753b\u9762\u8fdb\u884c\u8854\u63a5\uff0c\u51cf\u5c11 AI \u751f\u6210\u7684\u56fe\u7247\u6570\uff0c\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u53ef\u4ee5\u7f29\u77ed\u751f\u6210\u65f6\u95f4\uff1b\u53ef\u4ee5\u4e0a\u4f20\u89c6\u9891\u6765\u201c\u6307\u5bfc\u201d\u89c6\u9891\u52a8\u4f5c\u751f\u6210\u3002<br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2024\/01\/image-1709129650610.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 1219px; --smush-placeholder-aspect-ratio: 1219\/695;\" \/> <\/p>\n<p>\u63d2\u4ef6\u7684\u8bbe\u7f6e\u4e2d<br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2024\/01\/image-1709130039375.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 189px; --smush-placeholder-aspect-ratio: 189\/120;\" \/><br \/>\n\u5efa\u8bae\u9879<br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2024\/01\/image-1709130074758.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 558px; --smush-placeholder-aspect-ratio: 558\/684;\" \/><\/p>\n<p>\u4f18\u5316\u8bbe\u7f6e\u4e2d\u7684\u5efa\u8bae\u9879\uff08\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u53ef\u4ee5\u7f13\u89e3\u753b\u98ce\u7a81\u53d8\uff09<br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2024\/01\/image-1709130112155.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 892px; --smush-placeholder-aspect-ratio: 892\/459;\" \/><\/p>\n<h1><span class=\"ez-toc-section\" id=\"5_%E4%B8%80%E4%BA%9B%E9%97%AE%E9%A2%98\"><\/span>5 \u4e00\u4e9b\u95ee\u9898<span class=\"ez-toc-section-end\"><\/span><\/h1>\n<h2><span class=\"ez-toc-section\" id=\"51_no_module_%E2%80%98xformers_%E5%8F%8A_ERROR_Could_not_install_packages_due_to_an_OSError_WinError_5_%E6%8B%92%E7%BB%9D%E8%AE%BF%E9%97%AE\"><\/span>5.1 no module &#8216;xformers&#8217; \u53ca ERROR: Could not install packages due to an OSError: [WinError 5] \u62d2\u7edd\u8bbf\u95ee<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u542f\u52a8\u65f6\u53ef\u4ee5\u770b\u5230<\/p>\n<pre><code class=\"language-bash\">no module &#039;xformers&#039;. Processing without...\nno module &#039;xformers&#039;. Processing without...\nNo module &#039;xformers&#039;. Proceeding without it.<\/code><\/pre>\n<p>xformers \u662f\u4e00\u4e2a\u52a0\u901f\u6846\u67b6\uff0c\u8f93\u51fa\u4fe1\u606f\u8bf4\u6ca1\u6709\uff0c\u90a3\u4e48\u5c31\u5b89\u88c5\u3002<br \/>\n\u8fdb\u5165 WebUI \u6839\u76ee\u5f55\uff0c\u53ef\u4ee5\u770b\u5230\u6709\u4e2a venv \u76ee\u5f55\uff0c\u8fd9\u662f WebUI \u4f7f\u7528\u7684 Python \u865a\u62df\u73af\u5883\uff0c\u5b89\u88c5\u7684 Python \u5305\u5c31\u5728\u91cc\u9762\uff0c\u9996\u5148\u786e\u8ba4\u5f53\u524d\u7528\u6237\u662f\u5426\u5177\u6709\u4fee\u6539\u548c\u5199\u5165\u6743\u9650\u3002\u5426\u5219\u540e\u9762\u5b89\u88c5\u6a21\u5757\u65f6\u62a5\u9519<strong>ERROR: Could not install packages due to an OSError: [WinError 5] \u62d2\u7edd\u8bbf\u95ee<\/strong>\u3002<br \/>\n\u5728 venv \u6587\u4ef6\u5939\u4e0a\u53f3\u952e\u70b9\u5f00\u5c5e\u6027\uff0c\u5728\u5b89\u5168\u9009\u9879\u5361\u4e2d\u9009\u4e2d\u5f53\u524d\u7528\u6237\u540d\u3002\u6211\u8fd9\u91cc\u5c31\u6ca1\u6709\u4fee\u6539\u6743\u9650\uff0c\u70b9\u7f16\u8f91\uff0c\u52fe\u9009\u4fee\u6539\u6743\u9650\uff0c\u4f1a\u81ea\u52a8\u540c\u65f6\u52fe\u9009\u5199\u5165\u6743\u9650\uff0c\u518d\u786e\u5b9a\u5c31\u4f1a\u5f00\u59cb\u66f4\u6539\u6587\u4ef6\u6743\u9650\u3002<br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2024\/01\/image-1706489691370.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 537px; --smush-placeholder-aspect-ratio: 537\/728;\" \/><\/p>\n<p>\u6743\u9650\u4fee\u6539\u5b8c\u540e\u8fdb\u5165 venv \u76ee\u5f55\uff0c\u53f3\u952e\u6253\u5f00 PowerShell<br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2024\/01\/image-1706489563918.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 800px; --smush-placeholder-aspect-ratio: 800\/689;\" \/><br \/>\n\u6267\u884c\u547d\u4ee4\u8fdb\u5165\u865a\u62df\u73af\u5883<\/p>\n<pre><code class=\"language-bash\">.\\Scripts\\activate<\/code><\/pre>\n<p>\u56e0\u4e3a xformers \u662f\u5728 PyTorch \u57fa\u7840\u4e0a\u6784\u5efa\u7684\uff0c\u6240\u4ee5\u4e0e PyTorch \u6709\u5173\u8054\uff0c\u6700\u5f00\u59cb\u6211\u5c1d\u8bd5\u76f4\u63a5\u5b89\u88c5 xformers \uff08\u9ed8\u8ba4\u6700\u65b0\u7248\uff09\uff0c\u7ed3\u679c\u628a PyTorch \u7248\u672c\u4e00\u8d77\u66f4\u65b0\u4e86\uff0cWebUI \u4e2d\u4f9d\u8d56 PyTorch \u7684\u53ef\u4e0d\u6b62\u8fd9\u4e00\u4e2a\uff0cPyTorch \u4e00\u66f4\u65b0\uff0c\u4f9d\u8d56\u5173\u7cfb\u5c31\u4e71\u4e86\uff0c\u5bfc\u81f4\u5176\u5b83\u7ec4\u4ef6\u51fa\u73b0\u95ee\u9898\u3002\u6211\u53bb\u67e5\u4e86 xformers \u9879\u76ee\u7684 README\uff0c\u5e76\u6ca1\u6709\u627e\u5230\u5173\u4e8e\u4f9d\u8d56\u7248\u672c\u5173\u7cfb\u7684\u8bf4\u660e\uff0c\u8fd9\u5c31\u6709\u70b9\u96be\u641e\u4e86\u3002<br \/>\n\u540e\u9762\u53c2\u8003\u4e86\u8fd9\u7bc7\u6587\u7ae0\u7684\u601d\u8def\uff1a<a href=\"https:\/\/www.felixsanz.dev\/articles\/compatibility-between-pytorch-cuda-and-xformers-versions\">https:\/\/www.felixsanz.dev\/articles\/compatibility-between-pytorch-cuda-and-xformers-versions<\/a><br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2024\/01\/image-1706504711787.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 1050px; --smush-placeholder-aspect-ratio: 1050\/769;\" \/><\/p>\n<p>\u5728\u5b89\u88c5\u7684\u65f6\u5019\u628a PyTorch \u7684\u7248\u672c\u56fa\u5b9a\u4f4f\uff0c\u90a3\u4e48 xformers \u7248\u672c\u4e0d\u5c31\u80fd\u81ea\u52a8\u5339\u914d\u4e86\u5417\uff1f<br \/>\n\u6240\u4ee5\u5148\u67e5\u8be2\u672c\u5730\u5df2\u7ecf\u5b89\u88c5\u7684 PyTorch \u7248\u672c<\/p>\n<pre><code>pip list | findstr torch<\/code><\/pre>\n<p><img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2024\/01\/image-1706504810655.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 1288px; --smush-placeholder-aspect-ratio: 1288\/233;\" \/><br \/>\n\u6ce8\u610f\u5176\u4e2d\u7684 torch \u548c torchvision \u7248\u672c<br \/>\n\u6839\u636e\u6211\u8fd9\u91cc\u67e5\u5230\u7684\u7248\u672c\uff0c\u5c31\u53ef\u4ee5\u91c7\u7528\u5982\u4e0b\u547d\u4ee4\u5b89\u88c5\uff08\u8fd9\u91cc\u8981\u7ed3\u5408\u81ea\u5df1\u73af\u5883\u7684\u5b9e\u9645\u7248\u672c\uff09,<\/p>\n<pre><code class=\"language-bash\">pip install torch==2.0.1+cu118 torchvision==0.15.2+cu118 xformers<\/code><\/pre>\n<p>\u7136\u540e\u7f16\u8f91\u542f\u52a8\u811a\u672c webui-user.bat\uff0c\u53c2\u6570\u91cc\u52a0\u4e0a <strong>&#8211;xformers<\/strong><br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2024\/01\/image-1706505504656.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 478px; --smush-placeholder-aspect-ratio: 478\/407;\" \/><\/p>\n<p>\u518d\u6b21\u542f\u52a8 WebUI \u5c31\u4e0d\u4f1a\u770b\u5230\u8bf4\u6ca1\u6709 xformers \u4e86<\/p>\n<h1><span class=\"ez-toc-section\" id=\"6_%E6%8A%98%E8%85%BE%E8%AE%B0%E5%BD%95\"><\/span>6 \u6298\u817e\u8bb0\u5f55<span class=\"ez-toc-section-end\"><\/span><\/h1>\n<h2><span class=\"ez-toc-section\" id=\"61_%E5%9B%BE%E5%83%8F%E6%94%BE%E5%A4%A7\"><\/span>6.1 \u56fe\u50cf\u653e\u5927<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u8fd9\u91cc\u4f7f\u7528\u4e00\u5f20\u6587\u751f\u56fe\u7ed8\u5236\u7684 512&#215;768 \u56fe\u7247\u793a\u4f8b<br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2024\/01\/image-1706577642178.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 514px; --smush-placeholder-aspect-ratio: 514\/768;\" \/><\/p>\n<h3><span class=\"ez-toc-section\" id=\"611_%E5%90%8E%E6%9C%9F%E5%A4%84%E7%90%86\"><\/span>6.1.1 \u540e\u671f\u5904\u7406<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u628a\u6587\u751f\u56fe\u7684\u63d0\u793a\u8bcd\u548c\u56fe\u7247\u53d1\u5230\u540e\u671f\u5904\u7406<br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2024\/01\/image-1706542611160.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 566px; --smush-placeholder-aspect-ratio: 566\/228;\" \/><\/p>\n<p>\u8bbe\u7f6e\u4e00\u4e0b\u653e\u5927\u7b97\u6cd5\u548c\u7f29\u653e\u6bd4\u4f8b<br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2024\/01\/image-1706542639864.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 1984px; --smush-placeholder-aspect-ratio: 1984\/792;\" \/><\/p>\n<p>\u8fd9\u79cd\u653e\u5927\u65b9\u6cd5\u76f8\u5f53\u4e8e\u96f6\u91cd\u7ed8\uff0c\u628a\u56fe\u50cf\u5206\u8fa8\u7387\u62c9\u5927\uff0c\u901a\u8fc7\u4e00\u5b9a\u7684\u7b97\u6cd5\u53bb\u586b\u5145\u62c9\u5927\u4ea7\u751f\u7684\u7a7a\u9699\u7684\u50cf\u7d20\uff0c\u6548\u679c\u4e0d\u548b\u6837\uff0c\u4f46\u662f\u4e0d\u6d89\u53ca AI \u91cd\u7ed8\u901f\u5ea6\u5feb\uff08\u5373\u4f7f\u6ca1\u6709\u72ec\u663e\u4e5f\u80fd\u8dd1\u8d77\u6765\uff09<br \/>\n\u6bd4\u5982\u4e00\u5f2064&#215;64\u7684\u56fe\u4e0a\u6709\u4e00\u4e2a\u4eba\uff0c\u56e0\u4e3a\u50cf\u7d20\u70b9\u4e0d\u8db3\uff0c\u65e0\u6cd5\u6e05\u6670\u5448\u73b0\u8fd9\u4e2a\u4eba\uff0c\u5c31\u662f\u4e00\u5768\u9a6c\u8d5b\u514b\uff0c\u4f60\u7528\u8fd9\u4e2a\u540e\u671f\u5904\u7406\u653e\u5927\u540e\u5b83\u4f9d\u7136\u662f\u4e00\u5768\u9a6c\u8d5b\u514b\uff0c\u56e0\u4e3a\u539f\u56fe\u4e5f\u6ca1\u6709\u8db3\u591f\u5448\u73b0\u7ec6\u8282\u7684\u4e1c\u897f\uff0c\u653e\u5927\u586b\u5145\u7684\u50cf\u7d20\u662f\u6839\u636e\u4e34\u8fd1\u50cf\u7d20\u989c\u8272\u6309\u7167\u4e00\u5b9a\u7b97\u6cd5\u5f97\u5230\u7684\u3002\u800c\u540e\u9762\u7684\u653e\u5927\u65b9\u6cd5\u90fd\u662f\u6d89\u53ca AI \u91cd\u7ed8\u7684\uff0c\u5219\u4e0d\u5b58\u5728\u8fd9\u4e2a\u95ee\u9898\uff0c\u5982\u679c\u7f3a\u5c11\u4fe1\u606f\uff0cAI \u4f1a\u8fdb\u884c\u521b\u4f5c\u8865\u5145\uff0c\u81f3\u5c11\u770b\u8d77\u6765\u66f4\u597d\u770b\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"612_%E5%9B%BE%E7%94%9F%E5%9B%BE\"><\/span>6.1.2 \u56fe\u751f\u56fe<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u6253\u5f00\u8bbe\u7f6e\uff0c\u7cfb\u7edf\u8bbe\u7f6e-\u653e\u5927<br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2024\/01\/image-1706542875631.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 188px; --smush-placeholder-aspect-ratio: 188\/287;\" \/><\/p>\n<p>\u8bbe\u7f6e\u4e00\u4e0b\u56fe\u751f\u56fe\u7684\u653e\u5927\u7b97\u6cd5\uff0c\u8bb0\u5f97\u4fdd\u5b58\u8bbe\u7f6e<br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2024\/01\/image-1706542895093.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 291px; --smush-placeholder-aspect-ratio: 291\/220;\" \/><\/p>\n<p>\u5c06\u6587\u751f\u56fe\u7684\u63d0\u793a\u8bcd\u548c\u56fe\u7247\u53d1\u9001\u5230\u56fe\u751f\u56fe\uff0c\u4e3b\u8981\u5c31\u662f\u8bbe\u7f6e\u653e\u5927\u540e\u7684\u5206\u8fa8\u7387\uff08\u6216\u653e\u5927\u500d\u6570\uff09\u4ee5\u53ca\u91cd\u7ed8\u5e45\u5ea6\uff0c\u5efa\u8bae\u4ee5 0.3 \u4e3a\u57fa\u51c6\uff0c\u540e\u7eed\u4e00\u6837\uff0c\u8d8a\u4f4e\u6539\u52a8\u8d8a\u5c11\uff0c\u5c31\u8d8a\u63a5\u8fd1\u4e8e\u4e0a\u9762\u540e\u671f\u5904\u7406\u7684\u6548\u679c\uff0c\u7eaf\u7eaf\u7684\u653e\u5927\uff0c\u8d8a\u5927 AI \u53d1\u6325\u5c31\u8d8a\u591a\uff0c\u5bf9\u539f\u56fe\u7684\u6539\u52a8\u5c31\u8d8a\u591a\uff0c0.3 \u7684\u57fa\u51c6\u5dee\u4e0d\u591a\u9002\u4e2d\uff0c\u589e\u52a0\u7f3a\u5931\u7684\u7ec6\u8282\uff0c\u53c8\u4e0d\u4f1a\u592a\u660e\u663e\u6539\u52a8\u56fe\u7247\u3002<br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2024\/01\/image-1706543153452.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 1194px; --smush-placeholder-aspect-ratio: 1194\/350;\" \/><\/p>\n<p>\u6548\u679c\u5448\u73b0\u660e\u663e\u6bd4\u539f\u56fe\u6e05\u6670\u591a\u4e86<br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2024\/01\/image-1706543394752.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 900px; --smush-placeholder-aspect-ratio: 900\/532;\" \/><\/p>\n<h3><span class=\"ez-toc-section\" id=\"613_SD_%E6%94%BE%E5%A4%A7%E8%84%9A%E6%9C%AC\"><\/span>6.1.3 SD \u653e\u5927\u811a\u672c<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u8fd8\u662f\u4f7f\u7528\u56fe\u751f\u56fe\uff0c\u53ea\u662f\u589e\u52a0\u811a\u672c\u9009\u62e9 SD Upscale\u3002\u8fd9\u79cd\u653e\u5927\u65b9\u6cd5\u4f1a\u628a\u56fe\u50cf\u5206\u5757\uff0c\u6309\u5757\u753b\u597d\u518d\u62fc\u63a5\uff0c\u51cf\u5c0f\u5bf9\u663e\u5b58\u7684\u538b\u529b\uff0c\u53c2\u6570\u4e2d\u7684\u5206\u5757\u91cd\u53e0\u5bbd\u5ea6\u662f\u9884\u7559\u7528\u6765\u76f8\u90bb\u5757\u62fc\u63a5\u7684\uff0c\u907f\u514d\u62fc\u63a5\u7684\u56fe\u50cf\u4ea7\u751f\u660e\u663e\u7684\u8fb9\u754c<br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2024\/01\/image-1706543495400.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 1203px; --smush-placeholder-aspect-ratio: 1203\/392;\" \/><\/p>\n<p>\u4e0b\u9762\u7684\u56fe\u5c31\u662f\u628a\u5206\u5757\u91cd\u53e0\u5bbd\u5ea6\u8bbe\u7f6e\u4e3a 0\uff0c\u53ef\u4ee5\u770b\u5230\u6709\u4e00\u6761\u660e\u663e\u7684\u8fb9\u754c\u7ebf<br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2024\/01\/image-1706543871478.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 445px; --smush-placeholder-aspect-ratio: 445\/418;\" \/><\/p>\n<p>\u56fe\u751f\u56fe\u653e\u5927\u5e94\u8be5\u4e5f\u6709\u91c7\u7528\u5206\u5757\u7684\u7b56\u7565\uff0c\u6211\u5728\u6d4b\u8bd5\u653e\u5927\u4e24\u500d\u7684\u65f6\u5019\u663e\u5b58\u662f\u6ee1\u8f7d\u7684\uff0c\u653e\u5927\u4e09\u500d\u4e5f\u662f\u6ee1\u8f7d\u7684\uff0c\u5982\u679c\u662f\u4e00\u6b21\u6027\u753b\u7684\uff0c\u4e24\u500d\u90fd\u6ee1\u8f7d\u4e86\uff0c\u4e09\u500d\u5fc5\u7136\u4f1a\u7206\u663e\u5b58\uff0c\u7136\u540e\u751f\u6210\u5931\u8d25\uff0c\u800c\u4e14\u653e\u5927\u8fc7\u7a0b\u7ec8\u7aef\u53ef\u4ee5\u770b\u5230 Tile\uff0c\u53ea\u662f\u53c2\u6570\u4e0d\u53ef\u63a7\uff0cSD \u653e\u5927\u811a\u672c\u8fd8\u53ef\u4ee5\u8bbe\u7f6e\u91cd\u53e0\u533a\u57df\u5927\u5c0f\u3002<\/p>\n<h3><span class=\"ez-toc-section\" id=\"614_Ultimate_SD_%E6%94%BE%E5%A4%A7%E8%84%9A%E6%9C%AC\"><\/span>6.1.4 Ultimate SD \u653e\u5927\u811a\u672c<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u8fd9\u4e2a\u5c31\u662f\u4e0a\u9762\u6269\u5c55\u90e8\u5206\u63d0\u8fc7\u7684\uff0c\u5c5e\u4e8e\u81ea\u5df1\u6dfb\u52a0\u7684\u7b2c\u4e09\u65b9\u811a\u672c\u3002<br \/>\n\u4e00\u6837\u4f7f\u7528\u56fe\u751f\u56fe\uff0c\u53ef\u63a7\u5236\u7684\u53c2\u6570\u66f4\u591a\u4e86\uff0c\u5305\u62ec\u5206\u5757\u5927\u5c0f\u7b49\u7b49\uff0c\u6ce8\u610f\u5bbd\u5ea6\u548c\u9ad8\u5ea6\u5982\u679c\u53ea\u8bbe\u7f6e\u4e86\u5176\u4e2d\u4e00\u4e2a\u90a3\u4e48\u5c31\u4f1a\u662f\u4e00\u4e2a\u6b63\u65b9\u5f62\u7684\u5206\u5757<\/p>\n<p><img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2024\/01\/image-1706544363461.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 1198px; --smush-placeholder-aspect-ratio: 1198\/667;\" \/><\/p>\n<h3><span class=\"ez-toc-section\" id=\"615_%E5%88%86%E5%9D%97%E7%BB%98%E5%9B%BE%E6%8F%92%E4%BB%B6\"><\/span>6.1.5 \u5206\u5757\u7ed8\u56fe\u63d2\u4ef6<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u8fd9\u4e2a\u4e5f\u662f\u4e0a\u9762\u6269\u5c55\u90e8\u5206\u63d0\u5230\u7684\u7b2c\u4e09\u65b9\u63d2\u4ef6\u3002<br \/>\n\u56fe\u751f\u56fe\u672c\u8eab\u53ef\u4ee5\u7528\u4e8e\u56fe\u50cf\u653e\u5927\uff0c\u4f46\u662f\u5206\u5757\u7ed8\u5236\u7684\u53c2\u6570\u4e0d\u53ef\u63a7\uff0c\u4f7f\u7528\u8fd9\u4e2a\u63d2\u4ef6\u5c31\u53ef\u4ee5\uff0c\u800c\u4e14\u4e0d\u4ec5\u9650\u4e8e\u7528\u4e8e\u653e\u5927\uff0c\u5728\u56fe\u751f\u56fe\u7684\u5176\u5b83\u5e94\u7528\u4e2d\u4e5f\u53ef\u4ee5\u4f7f\u7528\uff0c\u4ee5\u53ca\u5728\u6587\u751f\u56fe\u4e2d\u4e5f\u53ef\u4ee5\u4f7f\u7528\uff0c\u663e\u5b58\u5c0f\u60f3\u8981\u753b\u5927\u56fe\u7684\uff0c\u8fd9\u4e2a\u63d2\u4ef6\u5c31\u662f\u5229\u5668\uff0c\u5f53\u7136\u56e0\u4e3a\u56fe\u50cf\u62c6\u5206\u4e3a\u5f88\u591a\u5c0f\u5757\u6765\u753b\uff0c\u4e3a\u4e86\u8854\u63a5\u6bcf\u5f20\u5c0f\u56fe\u4ea4\u754c\u5904\uff0c\u5219\u8981\u91cd\u590d\u7ed8\u753b\uff0c\u5c31\u662f\u989d\u5916\u7684\u65f6\u95f4\u5f00\u9500\uff0c\u4ee5\u53ca\u4e0d\u80fd\u4e00\u6b21\u6027\u5728\u663e\u5b58\u4e2d\u5448\u73b0\u6570\u636e\uff0c\u5728\u663e\u5b58\u548c\u5185\u5b58\u4e4b\u95f4\u642c\u8fd0\u6570\u636e\u4e5f\u662f\u65f6\u95f4\u5f00\u9500\uff0c\u8fd9\u4e2a\u63d2\u4ef6\u53ef\u4ee5\u8bf4\u662f\u7528\u65f6\u95f4\u6362\u7a7a\u95f4\u7684\u4e0d\u8db3\u3002<\/p>\n<p>\u8fd9\u4e2a\u63d2\u4ef6\u7684\u914d\u7f6e\u9879\u6709\u4e24\u4e2a\uff0c\u4e0a\u9762\u7684\u662f\u5728 Diffusion\uff08\u6269\u6563\uff09\u8fc7\u7a0b\u8d77\u4f5c\u7528\uff0c\u4e5f\u5c31\u662f AI \u91cd\u7ed8\u8fc7\u7a0b\uff0c\u4e0b\u9762\u7684\u662f\u5728\u7f16\u7801\u8fc7\u7a0b\u8d77\u4f5c\u7528\u3002<br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2024\/01\/image-1706544819300.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 197px; --smush-placeholder-aspect-ratio: 197\/120;\" \/><\/p>\n<h3><span class=\"ez-toc-section\" id=\"616_%E9%AB%98%E5%88%86%E8%BE%A8%E7%8E%87%E4%BF%AE%E5%A4%8D\"><\/span>6.1.6 \u9ad8\u5206\u8fa8\u7387\u4fee\u590d<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u9ad8\u5206\u672c\u8eab\u5c31\u662f\u4e00\u79cd\u56fe\u751f\u56fe\uff0c\u53ea\u662f\u96c6\u6210\u5230\u6587\u751f\u56fe\u4e2d\u4e00\u8d77\u5de5\u4f5c\u3002<br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2024\/01\/image-1706591549173.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 1222px; --smush-placeholder-aspect-ratio: 1222\/386;\" \/><\/p>\n<h3><span class=\"ez-toc-section\" id=\"617_ControlNet_%E8%BE%85%E5%8A%A9\"><\/span>6.1.7 ControlNet \u8f85\u52a9<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u8fd9\u5f20\u56fe\u662f\u6587\u751f\u56fe+\u9ad8\u5206\u653e\u5927+\u5206\u5757\u7ed8\u56fe\u753b\u7684<br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2024\/01\/image-1706616080980.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 410px; --smush-placeholder-aspect-ratio: 410\/613;\" \/><\/p>\n<p>\u7136\u540e\u6211\u628a\u6ca1\u6709\u4f7f\u7528\u9ad8\u5206\u653e\u5927\u751f\u6210\u7684\u56fe\u53d1\u5230 ControlNet\uff0c\u6a21\u578b\u9009\u5206\u5757<br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2024\/01\/image-1706616144598.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 1160px; --smush-placeholder-aspect-ratio: 1160\/981;\" \/><br \/>\n\u5373\u6587\u751f\u56fe+\u9ad8\u5206\u653e\u5927+\u5206\u5757\u7ed8\u56fe+ControlNet\uff0c\u518d\u6b21\u7ed8\u5236<br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2024\/01\/image-1706616211052.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 330px; --smush-placeholder-aspect-ratio: 330\/491;\" \/><\/p>\n<p>\u6574\u4f53\u753b\u8d28\u611f\u89c9\u66f4\u597d\u4e86\uff0c\u7279\u522b\u662f\u6709\u65f6\u5019\u4f7f\u7528\u5206\u5757\u7ed8\u56fe\u53c2\u6570\u6ca1\u8c03\u597d\uff0c\u5bb9\u6613\u753b\u51fa\u591a\u4e2a\u8eab\u4f53\u591a\u4e2a\u5934\u4e4b\u7c7b\u7684\u60c5\u51b5\uff0c\u52a0\u4e0a ControlNet \u7684 Tile \u6a21\u578b\uff0c\u8fd9\u79cd\u60c5\u51b5\u5c31\u80fd\u6709\u6548\u51cf\u5c0f\uff0cTile \u6a21\u578b\u4f1a\u5bf9\u6bcf\u4e2a\u5206\u5757\u5185\u5bb9\u8fdb\u884c\u8bc6\u522b\uff0c\u901a\u8fc7\u8f93\u5165 ControlNet \u7684\u56fe\u7247\u5206\u5757\u63a7\u5236\u6bcf\u4e2a\u5206\u5757\u7ed8\u56fe\u65f6\u4fa7\u91cd\u70b9\uff0c\u907f\u514d\u7ed8\u5236\u4e0d\u76f8\u5e72\u7684\u5185\u5bb9\u3002<br \/>\n\u540c\u6837\u8fd9\u4e2a\u63d2\u4ef6\u4e5f\u4e0d\u9650\u4e8e\u6587\u751f\u56fe\u4f7f\u7528\uff0c\u56fe\u751f\u56fe\u4e5f\u53ef\u4ee5\u4f7f\u7528\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"62_%E8%89%BA%E6%9C%AF%E5%9B%BE%E6%A1%88\"><\/span>6.2 \u827a\u672f\u56fe\u6848<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u4e3b\u8981\u662f\u57fa\u4e8e ControlNet \u7684\u5e94\u7528<\/p>\n<h3><span class=\"ez-toc-section\" id=\"621_%E8%89%BA%E6%9C%AF%E5%AD%97\"><\/span>6.2.1 \u827a\u672f\u5b57<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u4f7f\u7528\u6587\u751f\u56fe\uff0c\u5728\u63d0\u793a\u8bcd\u63cf\u8ff0\u6587\u5b57\u7684\u6548\u679c<br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2024\/01\/image-1706617216746.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 620px; --smush-placeholder-aspect-ratio: 620\/283;\" \/><br \/>\n\u8fd9\u91cc\u6211\u7528\u753b\u56fe\u6253\u7684\u5b57\uff0c\u7136\u540e\u622a\u56fe\u653e\u5230 controlNet \u4e2d\uff0c\u6a21\u578b\u9009\u6df1\u5ea6<br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2024\/01\/image-1706617149691.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 1165px; --smush-placeholder-aspect-ratio: 1165\/891;\" \/><br \/>\n\u7136\u540e\u7ed8\u5236\u7684\u56fe\u7247<br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2024\/01\/image-1706617251294.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 1153px; --smush-placeholder-aspect-ratio: 1153\/360;\" \/><\/p>\n<p>\u8fd9\u5f20\u662f ControlNet \u6a21\u578b\u9009\u7684\u786c\u8fb9\u7f18\u7ed8\u5236\u7684<br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2024\/01\/image-1706617554855.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 1170px; --smush-placeholder-aspect-ratio: 1170\/365;\" \/><\/p>\n<p>\u7ebf\u7a3f<br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2024\/01\/image-1706617792964.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 1101px; --smush-placeholder-aspect-ratio: 1101\/319;\" \/><\/p>\n<p>\u7ebf\u7a3f+invert\u9884\u5904\u7406\u5668\uff08\u975e\u9ed8\u8ba4\u9884\u5904\u7406\u5668\uff09\u753b\u5f97\u5c31\u6709\u70b9\u62bd\u8c61\u4e86<br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2024\/01\/image-1706618283714.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 1146px; --smush-placeholder-aspect-ratio: 1146\/352;\" \/><\/p>\n<h3><span class=\"ez-toc-section\" id=\"622_%E5%85%89%E5%BD%B1%E6%96%87%E5%AD%97\"><\/span>6.2.2 \u5149\u5f71\u6587\u5b57<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u8fd9\u91cc\u9700\u8981\u4e0b\u8f7d\u4e24\u4e2a\u7b2c\u4e09\u65b9 ControlNet \u6a21\u578b\uff1a<a href=\"https:\/\/huggingface.co\/ioclab\/ioc-controlnet\/tree\/main\/models\">https:\/\/huggingface.co\/ioclab\/ioc-controlnet\/tree\/main\/models<\/a><br \/>\n\u653e\u5230 ControlNet \u63d2\u4ef6\u7684\u6a21\u578b\u76ee\u5f55\u91cc<br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2024\/01\/image-1706619063406.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 805px; --smush-placeholder-aspect-ratio: 805\/214;\" \/><\/p>\n<p>\u6587\u751f\u56fe\uff0c\u8fd9\u91cc\u8fd8\u662f\u4f7f\u7528\u524d\u9762\u753b\u706b\u7075\u513f\u7684\u63d0\u793a\u8bcd<br \/>\nControlNet \u63a7\u5236\u7c7b\u578b\u9009\u5168\u90e8\uff0c\u4e0a\u4f20\u4e00\u5f20\u6587\u5b57\u56fe\u7247\uff0c\u9884\u5904\u7406\u5668\u7528 invert\uff0c\u6a21\u578b\u7528\u524d\u9762\u4e0b\u8f7d\u7684 brightness<br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2024\/01\/image-1706620761225.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 1160px; --smush-placeholder-aspect-ratio: 1160\/1033;\" \/><br \/>\n\u63a7\u5236\u8981\u4ee5\u63d0\u793a\u8bcd\u4e3a\u4e3b\uff0c\u4e0d\u7136\u767d\u5e95\u9ed1\u5b57\u7684 invert \u5904\u7406\u540e\u662f\u9ed1\u5e95\u767d\u5b57\uff0c\u7136\u540e\u753b\u56fe\u4e00\u7247\u9ed1<br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2024\/01\/image-1706620885150.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 524px; --smush-placeholder-aspect-ratio: 524\/208;\" \/><\/p>\n<p>\u5927\u81f4\u5b9e\u73b0\u8fdc\u770b\u662f\u5b57\uff0c\u8fd1\u770b\u662f\u4eae\u5ea6\u4ee5\u53ca\u8eab\u4f53\u7269\u4f53\u53d8\u5316\u7684\u6548\u679c<br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2024\/01\/image-1706620717423.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 329px; --smush-placeholder-aspect-ratio: 329\/490;\" \/><\/p>\n<p>\u9884\u5904\u7406\u5668\u4e0d\u4f7f\u7528\u53cd\u8f6c\uff0c\u9009\u65e0<br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2024\/01\/image-1706621223605.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 322px; --smush-placeholder-aspect-ratio: 322\/483;\" \/><\/p>\n<p>\u5177\u4f53\u4f7f\u7528\u7684\u65f6\u5019\u8981\u4e0d\u65ad\u5c1d\u8bd5\u8c03\u53c2\uff0c\u9884\u5904\u7406\u5668\u4e5f\u53ef\u4ee5\u5c1d\u8bd5\u522b\u7684\u3002<br \/>\nbrightness \u5728\u63a7\u5236\u6743\u91cd\u8f83\u9ad8\u65f6\uff0c\u53ef\u80fd\u4f1a\u901a\u8fc7\u7269\u4f53\u5f62\u72b6\u989c\u8272\u53d8\u5316\u6765\u8868\u73b0\u56fe\u6848\uff0c\u63a7\u5236\u6743\u91cd\u4f4e\u65f6\u504f\u5411\u5149\u7167\u4eae\u5ea6\u53d8\u5316\u3002\u800c\u4e0b\u8f7d\u7684\u53e6\u5916\u4e00\u4e2a\u6a21\u578b illuminate \u5219\u672c\u8eab\u504f\u5411\u4e8e\u5149\u5f71\u5c55\u73b0\u56fe\u6848\uff0c\u611f\u89c9\u753b\u51fa\u6765\u4e5f\u66f4\u4eae\u4e00\u4e9b\u3002<br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2024\/01\/image-1706622599331.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 329px; --smush-placeholder-aspect-ratio: 329\/487;\" \/><\/p>\n<h3><span class=\"ez-toc-section\" id=\"623_%E5%B5%8C%E5%85%A5%E4%BA%8C%E7%BB%B4%E7%A0%81\"><\/span>6.2.3 \u5d4c\u5165\u4e8c\u7ef4\u7801<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>\u8fd9\u91cc\u53ef\u4ee5\u4f7f\u7528\u4e0a\u9762\u7684 brightness\uff0c\u4e5f\u53ef\u4ee5\u4f7f\u7528\u4e13\u95e8\u8bad\u7ec3\u7528\u4e8e\u4e8c\u7ef4\u7801\u5d4c\u5165\u7684 ControlNet \u6a21\u578b\uff1a<a href=\"https:\/\/civitai.com\/models\/111006\/qr-code-monster\">https:\/\/civitai.com\/models\/111006\/qr-code-monster<\/a><\/p>\n<p>\u81f3\u4e8e\u8981\u7f8e\u89c2\u6548\u679c\u8fd8\u662f\u8981\u80fd\u8bc6\u522b\u51fa\u6765\uff0c\u5c31\u9700\u8981\u8c03\u53c2\u6d4b\u8bd5\u4e86\uff0c\u4e0d\u540c\u7684\u7ed8\u56fe\u989c\u8272\u5f62\u72b6\u4e0d\u4e00\u6837\uff0c\u53c2\u6570\u63a7\u5236\u4e5f\u4e0d\u4e00\u6837<br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2024\/01\/image-1706625370511.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 999px; --smush-placeholder-aspect-ratio: 999\/535;\" \/><\/p>\n<h2><span class=\"ez-toc-section\" id=\"63_%E4%BB%A5%E5%9B%BE%E7%89%87%E4%BD%9C%E4%B8%BA%E2%80%9C%E6%8F%90%E7%A4%BA%E8%AF%8D%E2%80%9D%EF%BC%8C%E7%94%BB%E9%A3%8E%E4%BF%AE%E6%94%B9_%E2%80%93_%E9%80%82%E9%85%8D%E5%99%A8\"><\/span>6.3 \u4ee5\u56fe\u7247\u4f5c\u4e3a\u201c\u63d0\u793a\u8bcd\u201d\uff0c\u753b\u98ce\u4fee\u6539 &#8211; \u9002\u914d\u5668<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u4f7f\u7528 ControlNet\uff0c\u9700\u8981\u7528\u4e00\u4e2a\u9002\u914d\u5668\u6a21\u578b\u53eb IP-Adapter\uff0c\u8fd9\u4e2a\u6a21\u578b\u662f\u817e\u8baf\u641e\u7684\uff0c\u4e0b\u8f7d\u5730\u5740\uff1a<a href=\"https:\/\/huggingface.co\/h94\/IP-Adapter\/tree\/main\/models\">https:\/\/huggingface.co\/h94\/IP-Adapter\/tree\/main\/models<\/a><\/p>\n<p>\u6f14\u793a\u5c31\u7528\u7684\u56fe\u751f\u56fe\uff0c\u628a\u524d\u9762\u753b\u7684\u706b\u7075\u513f\u91cd\u7ed8\u3002ControlNet \u4e2d\u6dfb\u52a0\u4e86\u4e00\u5f20\u98ce\u666f\u56fe\uff0c\u7528\u6765\u4f5c\u201c\u63d0\u793a\u8bcd\u201d<br \/>\n<img decoding=\"async\" data-src=\"https:\/\/blog.iyatt.com\/wp-content\/uploads\/2024\/01\/image-1706670409039.png\" alt=\"file\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 1178px; 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