{"id":1435,"date":"2024-05-12T05:33:52","date_gmt":"2024-05-12T05:33:52","guid":{"rendered":"https:\/\/www.nicekj.com\/?p=1435"},"modified":"2024-05-12T05:35:08","modified_gmt":"2024-05-12T05:35:08","slug":"ai-chuangyezhinanyi-stable-diffusion-ai-huihuazenmeyong","status":"publish","type":"post","link":"https:\/\/www.nicekj.com\/ai-chuangyezhinanyi-stable-diffusion-ai-huihuazenmeyong.html","title":{"rendered":"AI \u521b\u4e1a\u6307\u96be\uff08\u4e00\uff09 \uff1aStable Diffusion AI \u7ed8\u753b\u600e\u4e48\u7528"},"content":{"rendered":"<p>\ud83d\udc48\ud83d\udc48\ud83d\udc48 <strong>\u6b22\u8fce\u70b9\u8d5e\u6536\u85cf\u5173\u6ce8\u54df<\/strong><\/p>\n<blockquote>\n<p><strong>\u9996\u5148\u5206\u4eab\u4e4b\u524d\u7684\u6240\u6709\u6587\u7ae0 &gt;&gt;&gt;&gt;<\/strong> \ud83d\ude1c\ud83d\ude1c\ud83d\ude1c <br>\n<strong>\u6587\u7ae0\u5408\u96c6 :<\/strong> \ud83c\udf81    <a href=\"https:\/\/juejin.cn\/post\/6941642435189538824\" target=\"_blank\" title=\"https:\/\/juejin.cn\/post\/6941642435189538824\" rel=\"noopener\">juejin.cn\/post\/694164\u2026<\/a> <br>\n<strong>Github :<\/strong>  \ud83d\udc49   <a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fgithub.com%2Fblack-ant\" target=\"_blank\" title=\"https:\/\/github.com\/black-ant\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">github.com\/black-ant<\/a><br>\n<strong>CASE \u5907\u4efd :<\/strong>  \ud83d\udc49  <a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fgitee.com%2Fantblack%2Fcase\" target=\"_blank\" title=\"https:\/\/gitee.com\/antblack\/case\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">gitee.com\/antblack\/ca\u2026<\/a><\/p>\n<\/blockquote>\n<h2 data-id=\"heading-0\">\u4e00. \u524d\u8a00<\/h2>\n<p>\u4e00\u5e74\u4e0d\u5230\uff0cAI\u5bf9\u751f\u6d3b\u548c\u5de5\u4f5c\u7684\u5f71\u54cd\u5df2\u7ecf\u9010\u6b65\u4f53\u73b0\u3002\u6240\u4ee5\u5343\u4e07\u522b\u6389\u961f\u4e86\uff0c\u4e5f\u8bb8 AI \u4e0d\u80fd\u6210\u4e3a\u6211\u4eec\u7684\u4e3b\u8981\u5de5\u4f5c\uff0c\u4f46\u662f\u5982\u4f55\u501f\u52a9 AI \u5b9e\u73b0\u526f\u4e1a\u7684\u6269\u5c55\u540c\u6837\u503c\u5f97\u601d\u8003\u3002<\/p>\n<p>\u8fd9\u4e00\u7bc7\u5c31\u6765\u8bb2\u4e00\u4e2a AI \u7ed8\u753b\u5de5\u5177\uff0c\u8fd9\u4e2a\u5de5\u5177\u6211\u4e5f\u662f\u624d\u4e0a\u624b\u4e0d\u4e45\uff0c\u6240\u4ee5\u6211\u628a\u8fd9\u5176\u4e2d\u7684\u4e00\u4e9b\u7b14\u8bb0\u5206\u4eab\u51fa\u6765\uff0c\u5e0c\u671b\u5927\u5bb6\u90fd\u80fd\u878d\u5165\u5230\u8fd9\u4e2a\u65b0\u7684\u65f6\u4ee3\u3002<\/p>\n<blockquote>\n<p>Stable Diffusion<\/p>\n<\/blockquote>\n<p>stable diffusion \u672c\u8d28\u4e0a\u662f\u4e00\u4e2a AI \u7ed8\u56fe\u751f\u6210\u5de5\u5177\uff0c\u6211\u60f3\u5927\u5bb6\u80af\u5b9a\u542c\u8bf4\u8fc7\u5b83\u7684\u7ade\u54c1 \uff1a <strong>Midjourney<\/strong> \u3002<\/p>\n<p>\u4e4b\u6240\u4ee5\u9009\u62e9 Stable Diffusion \u7684\u4e3b\u8981\u539f\u56e0\u5c31\u662f\u5b83\u514d\u8d39\uff0c\u672c\u5730\u5c31\u53ef\u4ee5\u642d\u5efa\uff0c\u5f00\u6e90\u8d44\u6e90\u4e30\u5bcc \uff0c \u9002\u5408\u6211\u4eec\u8fd9\u4e9b\u4e1a\u52a1\u4eba\u5458\u53bb\u6298\u817e\u3002<\/p>\n<p>\u5b9e\u6d4b 4060 \u7b14\u8bb0\u672c\u663e\u5361\u4e00\u5f20\u56fe 1024 \u5927\u5c0f\u7684\u56fe\u5927\u6982\u5728 10S \u5de6\u53f3 , \u5982\u679c\u5acc\u6162\u4e0d\u8981\u7d27\uff0c \u963f\u91cc\u4e91\u4e70\u4e00\u4e2a\u62a2\u5360\u5f0f\u7684 GPU \u670d\u52a1\u5668\u518d\u90e8\u7f72\u4e00\u5957\u5230\u4e91\u73af\u5883\u4e0a\u9762\uff0c\u4e00\u5c0f\u65f6\u4e5f\u53ea\u89813\u5757\u94b1\u3002<\/p>\n<blockquote>\n<p>\u5173\u4e8e\u5176\u4e2d\u51fa\u73b0\u7684\u4e00\u4e9b\u540d\u8bcd \uff1a@ <a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fwww.bilibili.com%2Fread%2Fcv20014332%2F%23%3A~%3Atext%3D%25E6%2588%2591%25E4%25BB%25AC%25E8%25AE%25AD%25E7%25BB%2583AI%25EF%25BC%258C%25E5%25B0%25B1%25E6%2598%25AF%25E8%25A6%2581%25E6%25A8%25A1%25E5%259E%258B%25E8%25BE%25BE%25E5%2588%25B0%25E2%2580%259C%25E6%258B%259F%25E5%2590%2588%25E2%2580%259D%25EF%25BC%258C%25E4%25B8%258D%25E4%25BC%259A%25E8%25BF%2587%25E5%25BA%25A6%25E6%258B%259F%25E5%2590%2588%25EF%25BC%258C%25E4%25B9%259F%25E4%25B8%258D%25E4%25BC%259A%25E6%25AC%25A0%25E6%258B%259F%25E5%2590%2588%25E3%2580%2582%2520%25E5%2585%2589%25E8%25BF%2599%25E4%25B9%2588%25E8%25AF%25B4%25E5%258F%25AF%25E8%2583%25BD%25E5%25BE%2588%25E5%25A4%259A%25E4%25BA%25BA%25E4%25B9%259F%25E4%25B8%2580%25E5%25A4%25B4%25E9%259B%25BE%25E6%25B0%25B4%25EF%25BC%258C%25E8%25BF%2599%25E9%2587%258C%25E4%25B8%25BE%25E4%25B8%25AA%25E5%25B0%258F%25E6%25A0%2597%25E5%25AD%2590%25E3%2580%2582%2C%25E7%25BB%2599AI%25E4%25B8%2580%25E5%25A0%2586%25E7%258C%25AB%25E7%258C%25AB%25E5%259B%25BE%25E7%2589%2587%25E8%25AE%25A9%25E4%25BB%2596%25E5%25AD%25A6%25EF%25BC%258C%25E5%25AD%25A6%25E5%258D%258A%25E5%25A4%25A9%25E6%25B2%25A1%25E5%25AD%25A6%25E4%25BC%259A%25E6%2580%258E%25E4%25B9%2588%25E7%2594%25BB%25E7%258C%25AB%25EF%25BC%258C%25E8%25BF%2599%25E4%25B8%25AA%25E5%258F%25AB%25E4%25B8%258D%25E6%2594%25B6%25E6%2595%259B%25E3%2580%2582%2520%25E4%25BC%259A%25E7%2594%25BB%25E4%25BA%2586%25EF%25BC%258C%25E4%25BD%2586%25E6%2598%25AF%25E7%2594%25BB%25E7%259A%2584%25E4%25B8%258D%25E6%2598%25AF%25E5%25BE%2588%25E5%2583%258F%25E7%258C%25AB%25E6%2588%2596%25E8%2580%2585%25E5%2593%25AA%25E9%2587%258C%25E4%25B8%258D%25E5%25AF%25B9%25EF%25BC%258C%25E8%25BF%2599%25E6%2598%25AF%25E6%25AC%25A0%25E6%258B%259F%25E5%2590%2588%25E3%2580%2582%2520%25E5%25AD%25A6%25E5%25AE%258C%25E4%25BA%2586%25E5%258F%25AA%25E4%25BC%259A%25E7%2594%25BB%25E7%2599%25BD%25E6%25AF%259B%25E7%258C%25AB%25E7%258C%25AB%25EF%25BC%258C%25E6%2580%258E%25E4%25B9%2588%25E6%258F%258F%25E8%25BF%25B0%25E9%2583%25BD%25E4%25B8%258D%25E4%25BC%259A%25E7%2594%25BB%25E9%2587%2591%25E7%258C%25AB%25EF%25BC%258C%25E8%25BF%2599%25E4%25B8%25AA%25E5%258F%25AB%25E8%25BF%2587%25E6%258B%259F%25E5%2590%2588%25EF%25BC%258C%25E5%258F%25AA%25E4%25BC%259A%25E7%2594%25BB%25E7%2599%25BD%25E7%258C%25AB%25E4%25BA%2586%25EF%25BC%258C%25E7%259B%25B4%25E6%258E%25A5%25E7%259C%258B%25E5%2588%25B0%25E7%259A%2584%25E7%258E%25B0%25E8%25B1%25A1%25E5%25B0%25B1%25E6%2598%25AF%25E6%25B3%259B%25E5%258C%2596%25E8%2583%25BD%25E5%258A%259B%25E5%25B7%25AE%25E3%2580%2582\" target=\"_blank\" title=\"https:\/\/www.bilibili.com\/read\/cv20014332\/#:~:text=%E6%88%91%E4%BB%AC%E8%AE%AD%E7%BB%83AI%EF%BC%8C%E5%B0%B1%E6%98%AF%E8%A6%81%E6%A8%A1%E5%9E%8B%E8%BE%BE%E5%88%B0%E2%80%9C%E6%8B%9F%E5%90%88%E2%80%9D%EF%BC%8C%E4%B8%8D%E4%BC%9A%E8%BF%87%E5%BA%A6%E6%8B%9F%E5%90%88%EF%BC%8C%E4%B9%9F%E4%B8%8D%E4%BC%9A%E6%AC%A0%E6%8B%9F%E5%90%88%E3%80%82%20%E5%85%89%E8%BF%99%E4%B9%88%E8%AF%B4%E5%8F%AF%E8%83%BD%E5%BE%88%E5%A4%9A%E4%BA%BA%E4%B9%9F%E4%B8%80%E5%A4%B4%E9%9B%BE%E6%B0%B4%EF%BC%8C%E8%BF%99%E9%87%8C%E4%B8%BE%E4%B8%AA%E5%B0%8F%E6%A0%97%E5%AD%90%E3%80%82,%E7%BB%99AI%E4%B8%80%E5%A0%86%E7%8C%AB%E7%8C%AB%E5%9B%BE%E7%89%87%E8%AE%A9%E4%BB%96%E5%AD%A6%EF%BC%8C%E5%AD%A6%E5%8D%8A%E5%A4%A9%E6%B2%A1%E5%AD%A6%E4%BC%9A%E6%80%8E%E4%B9%88%E7%94%BB%E7%8C%AB%EF%BC%8C%E8%BF%99%E4%B8%AA%E5%8F%AB%E4%B8%8D%E6%94%B6%E6%95%9B%E3%80%82%20%E4%BC%9A%E7%94%BB%E4%BA%86%EF%BC%8C%E4%BD%86%E6%98%AF%E7%94%BB%E7%9A%84%E4%B8%8D%E6%98%AF%E5%BE%88%E5%83%8F%E7%8C%AB%E6%88%96%E8%80%85%E5%93%AA%E9%87%8C%E4%B8%8D%E5%AF%B9%EF%BC%8C%E8%BF%99%E6%98%AF%E6%AC%A0%E6%8B%9F%E5%90%88%E3%80%82%20%E5%AD%A6%E5%AE%8C%E4%BA%86%E5%8F%AA%E4%BC%9A%E7%94%BB%E7%99%BD%E6%AF%9B%E7%8C%AB%E7%8C%AB%EF%BC%8C%E6%80%8E%E4%B9%88%E6%8F%8F%E8%BF%B0%E9%83%BD%E4%B8%8D%E4%BC%9A%E7%94%BB%E9%87%91%E7%8C%AB%EF%BC%8C%E8%BF%99%E4%B8%AA%E5%8F%AB%E8%BF%87%E6%8B%9F%E5%90%88%EF%BC%8C%E5%8F%AA%E4%BC%9A%E7%94%BB%E7%99%BD%E7%8C%AB%E4%BA%86%EF%BC%8C%E7%9B%B4%E6%8E%A5%E7%9C%8B%E5%88%B0%E7%9A%84%E7%8E%B0%E8%B1%A1%E5%B0%B1%E6%98%AF%E6%B3%9B%E5%8C%96%E8%83%BD%E5%8A%9B%E5%B7%AE%E3%80%82\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">\u53c2\u8003\u6587\u6863<\/a><\/p>\n<\/blockquote>\n<ul>\n<li>\u6b20\u62df\u5408 \uff1a\u6307\u6a21\u578b\u4e0d\u80fd\u5728\u8bad\u7ec3\u96c6\u4e0a\u53d6\u5f97\u597d\u7684\u7ed3\u679c\u3002\u5b66\u4e86\u53c8\u597d\u50cf\u6ca1\u6709\u5b8c\u5168\u5b66\u4f1a<\/li>\n<li>\u8fc7\u62df\u5408 \uff1a\u6307\u5728\u8bad\u7ec3\u96c6\u4e0a\u8868\u73b0\u5f88\u597d\uff0c\u4f46\u662f\u6d4b\u8bd5\u96c6\u4e0a\u8868\u73b0\u5f88\u5dee<\/li>\n<li>\u4e0d\u6536\u655b \uff1a \u8bad\u7ec3\u5931\u8d25\uff0c\u6839\u672c\u6ca1\u5b66\u4f1a<\/li>\n<li>\u6cdb\u5316\u80fd\u529b \uff1a\u6307\u7684AI\u5bf9\u672a\u77e5\u6837\u672c\u7684\u63a8\u7406\u3001\u9002\u5e94\u80fd\u529b<\/li>\n<\/ul>\n<h2 data-id=\"heading-1\">\u4e8c. \u5b89\u88c5\u548c\u4f7f\u7528<\/h2>\n<p>\u57fa\u7840\u5b89\u88c5\u592a\u7b80\u5355\u4e86\uff0c\u679c\u7136\u73a9\u56fe\u7684\u5927\u4f6c\u90fd\u662f\u70ed\u5fc3\u80a0\uff0c\u8fd9\u91cc\u63a8\u8350\u76f4\u63a5\u4f7f\u7528 sd-webui-aki  <a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fwww.bilibili.com%2Fvideo%2FBV1iM4y1y7oA%2F%3Fvd_source%3D65dd836765fc4b79ae6bbab60d7f7d74\" target=\"_blank\" title=\"https:\/\/www.bilibili.com\/video\/BV1iM4y1y7oA\/?vd_source=65dd836765fc4b79ae6bbab60d7f7d74\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\"> Bilibili \u5730\u5740<\/a>\u3002<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/792e3cc8f4ac14a0f92b03039f1f7f20.png\" alt=\"image.png\" \/><\/figure>\n<\/p>\n<p>\u542f\u52a8\u7684\u6548\u679c\u5c31\u662f\u8fd9\u6837\uff0c\u5165\u95e8\u4f7f\u7528\u53ea\u9700\u8981\u5173\u6ce82\u4e2a\u70b9 \uff1a<\/p>\n<ul>\n<li>\u6a21\u578b\u7ba1\u7406 \uff1a \u5728\u5404\u6a21\u578b\u7f51\u7ad9\u4e0b\u8f7d\u5bf9\u5e94\u6a21\u578b\u540e\u6dfb\u52a0\u8fdb\u53bb\u5373\u53ef<\/li>\n<li>\u4e00\u952e\u542f\u52a8 \uff1a \u76f4\u63a5\u542f\u52a8\u8fd0\u884c<\/li>\n<\/ul>\n<blockquote>\n<p>\u51e0\u4e2a\u597d\u7528\u7684\u6a21\u578b\u7f51\u7ad9 \uff1a<\/p>\n<\/blockquote>\n<ul>\n<li>\u571f\u53f8 \uff1a <a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Ftusiart.com%2F\" target=\"_blank\" title=\"https:\/\/tusiart.com\/\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">tusiart.com\/<\/a><\/li>\n<li>civitai : <a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fcivitai.com%2F\" target=\"_blank\" title=\"https:\/\/civitai.com\/\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">civitai.com\/<\/a><\/li>\n<li>liblib : <a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fwww.liblib.ai%2F\" target=\"_blank\" title=\"https:\/\/www.liblib.ai\/\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">www.liblib.ai\/<\/a><\/li>\n<\/ul>\n<h2 data-id=\"heading-2\">\u4e09. \u4f7f\u7528\u65b9\u5f0f<\/h2>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/1b184834c8228b0c7962e059d7c224fb.png\" alt=\"image.png\" \/><\/figure>\n<\/p>\n<p>\u6574\u4e2a\u4e3b\u754c\u9762\u5927\u81f4\u5982\u4e0b \uff0c\u6765\u7b80\u5355\u8bf4\u4e00\u4e0b\u5176\u4e2d\u8fd9\u4e9b\u5173\u952e\u7684\u4fe1\u606f \uff1a<\/p>\n<h3 data-id=\"heading-3\">\ud83d\udc49 001 : \u57fa\u7840\u6a21\u578b\u662f\u4ec0\u4e48\uff1f<\/h3>\n<p>\u6a21\u578b\u5c31\u662f\u6211\u4eec\u5728<strong>\u4e0a\u8ff0\u6a21\u578b\u7f51\u7ad9\u4e2d<\/strong>\u627e\u5230\u7684\u559c\u6b22\u7684\u6a21\u578b\uff0c\u6a21\u578b\u5f88\u591a\uff0c\u6211\u4eec\u53ea\u9700\u8981\u627e\u5230\u81ea\u5df1\u60f3\u8981\u751f\u6210\u7684<strong>\u53bb\u4e0b\u8f7d\u5373\u53ef<\/strong> \uff1a<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/2ebcbe19d8b384909f1777ba2b03892b.png\" alt=\"image.png\" \/><\/figure>\n<\/p>\n<p>\u4e0b\u8f7d\u5b8c\u6a21\u578b\u540e\uff0c<strong>\u5c06\u6a21\u578b\u6dfb\u52a0\u5230\u5de5\u5177\u7684\u6a21\u578b\u7ba1\u7406\u4e2d<\/strong>\uff0c\u7136\u540e\u5728\u4e3b\u754c\u9762\u6a21\u578b\u65c1\u8fb9<strong>\u70b9\u51fb\u5237\u65b0<\/strong>\u5c31\u80fd\u5e94\u7528\u4e0a\u53bb\u3002<\/p>\n<p>\u6a21\u578b\u4e5f\u6709\u5bf9\u5e94\u7684\u7c7b\u578b\uff0c\u8fd9\u91cc\u7b80\u5355\u6982\u8ff0\u4e0b \uff1a<\/p>\n<ul>\n<li><strong>LoRA<\/strong> \uff1a\u901a\u5e38\u7528\u4e8e\u4eba\u7269\u548c\u6982\u5ff5\uff0c\u4f53\u79ef\u5c0f\u4e14\u63a7\u56fe\u6548\u679c\u597d\uff0c\u5e38\u7528\u4e8e\u56fa\u5b9a\u89d2\u8272\u7279\u5f81<\/li>\n<li><strong>Checkpoint<\/strong> \uff1a \u4f53\u79ef\u8f83\u5927\uff0c\u7528\u4e8e\u63a7\u5236\u753b\u98ce<\/li>\n<li><strong>Embedding<\/strong>  \uff1a \u9002\u7528\u4e8e\u63a7\u5236\u753b\u98ce\u548c\u4eba\u7269\uff0c\u76f8\u5bf9\u901f\u5ea6\u4e2d\u7b49<\/li>\n<li><strong>Dreambooth<\/strong> \uff1a \u53ef\u4ee5\u7528\u4e8e\u4eba\u7269\uff0c\u6982\u5ff5\u548c\u753b\u98ce\uff0c\u5bf9\u914d\u7f6e\u8981\u6c42\u8f83\u9ad8<\/li>\n<\/ul>\n<p>\u5bf9\u6211\u8fd9\u79cd\u65b0\u624b\u6765\u8bf4\u57fa\u672c\u4e0a\u4e0d\u5173\u6ce8\u8fd9\u4e2a\uff0c\u6a21\u578b\u8bad\u7ec3\u53ef\u80fd\u662f\u540e\u7eed\u7684\u5b9e\u8df5\u4e2d\u624d\u9700\u8981\u4f7f\u7528\u5230\u3002<\/p>\n<h3 data-id=\"heading-4\">\ud83d\udc49 002 : VAE \u6a21\u578b\u662f\u4ec0\u4e48 \uff1f<\/h3>\n<p>Variational autoenconder\uff0c\u4e2d\u6587\u53eb\u53d8\u5206\u5b50\u7f16\u7801\u5668 \uff0c<strong>\u4e3b\u8981\u7684\u4f5c\u7528\u5c31\u662f\u6ee4\u955c\u3002\u5728\u51fa\u56fe\u7684\u65f6\u5019\u4f1a\u5f71\u54cd\u989c\u8272\u548c\u7ebf\u6761<\/strong><\/p>\n<p>\u4e00\u822c\u5927\u6a21\u578b\u91cc\u9762\u90fd\u4f1a\u81ea\u5e26 VAE \uff0c <strong>\u51fa\u56fe\u5982\u679c\u6709\u95ee\u9898\u624d\u53ef\u80fd\u9700\u8981\u7528\u5230\u5b83<\/strong>\u3002<\/p>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/688a511fad466fe87502dc71c71f9b60.png\" alt=\"image.png\" \/><\/figure>\n<\/p>\n<p>\u5c1d\u8bd5\u4e86\u4e00\u4e0b\uff0c\u5de6\u8fb9\u7684\u4e3a\u539f\u5382\u6a21\u578b\uff0c\u53f3\u8fb9\u52a0\u4e86\u5176\u4ed6 VAE. <strong>\u867d\u7136\u4e0d\u660e\u663e\uff0c\u4f46\u662f\u5728\u989c\u8272\u4e0a\u8fd8\u662f\u6709\u4e00\u4e9b\u8272\u5dee\u3002<\/strong><\/p>\n<h3 data-id=\"heading-5\">\ud83d\udc49 003 \/ 004 : \u63d0\u793a\u8bcd\u600e\u4e48\u5199 \uff1f<\/h3>\n<p>\u63d0\u793a\u8bcd\u5206\u4e3a\u6b63\u5411\u63d0\u793a\u8bcd\u548c\u53cd\u5411\u63d0\u793a\u8bcd \uff0c<\/p>\n<ul>\n<li><strong>\u6b63\u5411\u63d0\u793a\u8bcd<\/strong> \uff1a\n<ul>\n<li>\u901a\u8fc7\u63d0\u793a\u8bcd <strong>\u6765\u6307\u5b9a\u751f\u6210\u7684\u56fe\u50cf<\/strong><\/li>\n<li>\u63d0\u793a\u8bcd\u7684\u987a\u5e8f\u4f1a\u5f71\u54cd\u5230\u56fe\u50cf\u7684\u751f\u6210 \uff0c<strong>\u524d\u9762\u7684\u63d0\u793a\u8bcd\u6743\u91cd\u66f4\u5927<\/strong><\/li>\n<\/ul>\n<\/li>\n<li><strong>\u6392\u9664\u8bcd<\/strong> \uff1a\n<ul>\n<li>\u7528\u4e8e\u6307\u5b9a\u56fe\u50cf\u4e2d<code>\u4e0d\u671f\u671b<\/code>\u51fa\u73b0\u7684\u4e1c\u897f \uff08\u4f4e\u8d28\u91cf\uff0c\u5c0f\u56fe\uff0c\u4e94\u5b98\u4e0d\u5168\uff09<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u6743\u603b<\/strong> \uff1a\n<ul>\n<li>stable diffusion \u652f\u6301\u5bf9\u63d0\u793a\u8bcd\u8fdb\u884c\u6743\u91cd\u8bbe\u7f6e\uff0c\u70b9\u51fb\u63d0\u793a\u8bcd\u6309 <code>Ctrl + \u4e0a\u4e0b\u65b9\u5411\u952e <\/code><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p><strong>\u90a3\u4e48\u63d0\u793a\u8bcd\u8be5\u600e\u4e48\u53bb\u627e\uff0c\u53bb\u54ea\u91cc\u627e\u5462\uff1f<\/strong><\/p>\n<blockquote>\n<p><strong>\u65b9\u6848\u4e00 \uff1a \u901a\u8fc7 Stable Diffusion \u7684\u5de5\u5177\u53cd\u63a8\u63d0\u793a\u8bcd<\/strong><\/p>\n<\/blockquote>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/24eeb6df43f77ea142e6b6b6e92a69aa.png\" alt=\"image.png\" \/><\/figure>\n<\/p>\n<p>\u76f4\u63a5\u628a\u56fe\u7247\u62d6\u8fdb\u53bb\uff0c\u5c31\u80fd\u5f97\u5230\u5bf9\u5e94\u7684\u63d0\u793a\u8bcd\uff0c\u540e\u7eed\u76f4\u63a5\u4f7f\u7528\u5373\u53ef\u3002<\/p>\n<blockquote>\n<p><strong>\u65b9\u6848\u4e8c \uff1a \u53bb\u6a21\u578b\u7f51\u7ad9\u6216\u8005\u56fe\u7ad9\u67e5\u627e\u63d0\u793a\u8bcd<\/strong><\/p>\n<\/blockquote>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/d2fad392bc8d09d82158bcbb0a949f4b.png\" alt=\"image.png\" \/><\/figure>\n<\/p>\n<p>\u4e00\u822c\u4e0b\u8f7d\u7684\u6a21\u578b\u4e0b\u9762\u90fd\u80fd\u627e\u5230\u4e00\u4e9b\u6548\u679c\u56fe\uff0c\u70b9\u8fdb\u53bb\u5c31\u80fd\u770b\u5230\u5bf9\u5e94\u7684\u63d0\u793a\u8bcd<\/p>\n<blockquote>\n<p><strong>\u65b9\u6848\u4e09 \uff1a \u627e GPT \u95ee\u6216\u76f4\u63a5\u5199<\/strong><\/p>\n<\/blockquote>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/568ef3de50587c123106fcaf3dff5ffd.png\" alt=\"image.png\" \/><\/figure>\n<\/p>\n<h3 data-id=\"heading-6\">\ud83d\udc49 005 \uff1a\u6b65\u6570\u7684\u4f5c\u7528\u662f\u4ec0\u4e48 \uff1f<\/h3>\n<ul>\n<li>\u8fed\u4ee3\u6bcf\u4e00\u6b65\u90fd\u662f\u5728\u524d\u4e00\u6b65\u7684\u57fa\u7840\u4e0a\u8fdb\u884c\u5904\u7406<\/li>\n<li>\u4f4e\u7684\u91c7\u6837\u6b65\u6570\u4f1a\u5bfc\u81f4\u753b\u9762\u8ba1\u7b97\u4e0d\u5b8c\u6574\uff0c\u9ad8\u7684\u91c7\u6837\u6b65\u6570\u4ec5\u5728\u7ec6\u8282\u5904\u8fdb\u884c\u4f18\u5316\uff0c\u5bf9\u6bd4\u8f93\u51fa\u901f\u5ea6\u5f97\u4e0d\u507f\u5931<\/li>\n<\/ul>\n<h3 data-id=\"heading-7\">\ud83d\udc49 006 \uff1a\u91c7\u6837\u65b9\u5f0f\u6709\u4ec0\u4e48\u7528 \uff1f<\/h3>\n<p>\u91c7\u6837\u65b9\u5f0f\u6307\u7684\u662f\u6a21\u578b\u751f\u6210\u56fe\u50cf\u65f6\u6240\u91c7\u7528\u7684\u7b56\u7565\uff0c\u51b3\u5b9a\u4e86\u5982\u4f55\u4ece\u6a21\u578b\u7684\u8f93\u51fa\u5206\u5e03\u4e2d\u9009\u62e9\u6837\u672c\u3002<\/p>\n<p>@ \u5177\u4f53\u4ecb\u7ecd <a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fpost.smzdm.com%2Fp%2Faev65x7z%2F\" target=\"_blank\" title=\"https:\/\/post.smzdm.com\/p\/aev65x7z\/\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">post.smzdm.com\/p\/aev65x7z\/<\/a><\/p>\n<p>@ \u8be6\u7ec6\u539f\u7406 <a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fzhuanlan.zhihu.com%2Fp%2F612572004\" target=\"_blank\" title=\"https:\/\/zhuanlan.zhihu.com\/p\/612572004\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">zhuanlan.zhihu.com\/p\/612572004<\/a><\/p>\n<p>@ \uff08<strong>\u63a8\u8350\u5bf9\u6bd4\u770b\u770b<\/strong>\uff09\ud83d\udc49\u5173\u4e8e\u4e0d\u540c\u51fa\u56fe\u6548\u679c <a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fzhuanlan.zhihu.com%2Fp%2F625556566\" target=\"_blank\" title=\"https:\/\/zhuanlan.zhihu.com\/p\/625556566\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">zhuanlan.zhihu.com\/p\/625556566<\/a><\/p>\n<p><strong>\u4e0d\u662f\u5f88\u4e86\u89e3\uff0c\u5e2e\u4e0d\u4e86\u592a\u591a\uff0c\u4f46\u662f\u6587\u6863\u6211\u7ed9\u4f60\u4eec\u627e\u597d\u4e86\u5440\uff01\uff01\uff01<\/strong><\/p>\n<p>\u4e0a\u6587\u754c\u9762\u91cc\u9762\u7684\u91c7\u6837\u65b9\u5f0f\u4e3b\u8981\u6709\u4ee5\u4e0b\u533a\u522b \uff1a\uff08PS <code>\u8fd9\u4e00\u5757\u7f51\u4e0a\u8d44\u6599\u4e5f\u4e0d\u591a\uff0c\u53ea\u80fd\u505a\u5230\u8fd9\u4e2a\u5730\u6b65\u4e86<\/code>\uff09<\/p>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n<table><thead><tr><th>\u7b97\u6cd5<\/th><th>\u901f\u5ea6<\/th><th>\u6b65\u6570<\/th><th>\u4f18 \/ \u7f3a\u70b9<\/th><th>\u573a\u666f<\/th><\/tr><\/thead><tbody><tr><td>Euler a<\/td><td><\/td><td>20-30<\/td><td>1. \u9002\u5f53\u7684\u6b65\u957f\u51fa\u56fe\u66f4\u5feb  2. \u6b65\u957f\u8fc7\u5927\u4f1a\u8fc7\u5ea6\u62df\u5408\uff0c\u56fe\u50cf\u53d8\u5f62 <br>3. \u5bcc\u6709\u521b\u9020\u529b<\/td><td>ICON \uff0c \u4e8c\u6b21\u5143\uff0c\u5c0f\u573a\u666f<\/td><\/tr><tr><td>Euler<\/td><td><\/td><td>20-30<\/td><td>&#8211; \u57fa\u4e8eKarras\u8bba\u6587<\/td><td><\/td><\/tr><tr><td>LMS<\/td><td><\/td><td>30+<\/td><td>1.  \u6548\u679c\u4e00\u822c\uff0c\u6bd4\u8f83\u62bd\u8c61 \uff0c \u8d28\u611fOA,\u9971\u548c\u5ea6\u4e0e\u5bf9\u6bd4\u5ea6\u504f\u4f4e\uff0c\u66f4\u503e\u5411\u4e8e\u52a8\u753b\u7684\u98ce\u683c<br>2. \u7ebf\u6027\u591a\u6b65\u8c03\u5ea6\u5668\uff08Linear multistep scheduler\uff09<\/td><td><\/td><\/tr><tr><td>Heun<\/td><td><\/td><td>20-30<\/td><td>&#8211; \u57fa\u4e8eKarras\u8bba\u6587<\/td><td><\/td><\/tr><tr><td>DPM2<\/td><td><\/td><td>20-30<\/td><td>\u8be5\u91c7\u6837\u65b9\u6cd5\u5bf9tag\u7684\u5229\u7528\u7387\u6700\u9ad8\uff0c\u51e0\u4e4e\u536080\uff05+<\/td><td><\/td><\/tr><tr><td>DPM2 a<\/td><td><\/td><td>25-30<\/td><td>\u51e0\u4e4e\u4e0eDPM2\u76f8\u540c\uff0c\u5bf9\u4eba\u7269\u53ef\u80fd\u4f1a\u6709\u7279\u5199<\/td><td><\/td><\/tr><tr><td>DPM++ 2S a<\/td><td><\/td><td>20-30<\/td><td><\/td><td><\/td><\/tr><tr><td>DPM++ 2M<\/td><td><\/td><td>20-30<\/td><td><\/td><td><\/td><\/tr><tr><td>DPM++SDE<\/td><td>\u6162<\/td><td><\/td><td><\/td><td><\/td><\/tr><tr><td>DPM++2S a Karras<\/td><td>\u6162<\/td><td><\/td><td>&#8211; \u5728\u6bcf\u4e2a\u65f6\u95f4\u6b65\u957f\u4e2d\u6267\u884c\u591a\u6b21\u64cd\u4f5c<br>&#8211; \u540c\u7b49\u5206\u8fa8\u7387\u4e0b\u7ec6\u8282\u66f4\u591a<br>&#8211; \u6b65\u957f\u8d8a\u591a\u7ec6\u8282\u8d8a\u660e\u663e<br><\/td><td>\u5199\u5b9e\u4eba\u7269\uff0c\u590d\u6742\u573a\u666f<\/td><\/tr><tr><td>DPM++ 2M Karras<\/td><td><\/td><td>20-30<\/td><td>1. \u662f\u4e8c\u9636\u6269\u5c55\u6982\u7387\u6a21\u578b\u6c42\u89e3\u7684\u7b97\u6cd5  2. \u53ef\u4ee5\u5728\u901f\u5ea6\u548c\u8d28\u91cf\u4e4b\u95f4\u5e73\u8861<\/td><td><\/td><\/tr><tr><td>DPM ++ SDE Karras<\/td><td>\u6162<\/td><td>8-12<\/td><td><\/td><td><\/td><\/tr><tr><td>DDIM<\/td><td>\u6162<\/td><td>10-15<\/td><td>1. \u6b65\u6570\u8d8a\u591a\u7ec6\u8282\u8d8a\u4e30\u5bcc   2. \u6536\u655b\u5feb\uff0c\u53ef\u4ee5\u5feb\u901f\u751f\u6210\u9ad8\u8d28\u91cf\u56fe\u50cf<br><\/td><td>\u5199\u5b9e\u4eba\u50cf\uff0c\u590d\u6742\u573a\u666f\u523b\u753b<\/td><\/tr><tr><td>UniPc<\/td><td><\/td><td>20-30<\/td><td><\/td><td><\/td><\/tr><tr><td>DPM adaptive<\/td><td><\/td><td>10<\/td><td><\/td><td><\/td><\/tr><tr><td>LMS Karras<\/td><td><\/td><td>20<\/td><td>\u4f1a\u5927\u6539\u6210\u6cb9\u753b\u7684\u98ce\u683c\uff0c\u5199\u5b9e\u4e0d\u4f73<\/td><td><\/td><\/tr><tr><td>DPM2 Karras<\/td><td><\/td><td>20-30<\/td><td><\/td><td><\/td><\/tr><tr><td>DPM2 a Karras<\/td><td><\/td><td>20-30<\/td><td><\/td><td><\/td><\/tr><\/tbody><\/table>\n<h3 data-id=\"heading-8\">\ud83d\udc49 007 \uff1a\u5173\u4e8e\u56fe\u50cf\u5927\u5c0f \uff1f<\/h3>\n<ul>\n<li>\u56fe\u50cf\u8d8a\u5927\uff0c\u4ece\u800c\u9700\u8981\u5f80\u56fe\u7247\u4e2d\u52a0\u5165\u66f4\u591a\u7684\u5143\u7d20\uff0c\u8d8a\u5bb9\u6613\u51fa\u73b0\u4f4e\u8d28\u91cf\u7684\u4fe1\u606f<\/li>\n<li>\u5982\u679c\u56fe\u50cf\u5927\u5c0f\u4e00\u6837\uff0c\u76f8\u540c\u7684\u63d0\u793a\u8bcd\u53ef\u80fd\u4f1a\u51fa\u73b0\u7c7b\u4f3c\u7684\u7ed3\u679c\uff0c\u4f46\u662f\u5927\u5c0f\u4e00\u65e6\u53d8\u5316\uff0c\u56fe\u50cf\u7684\u53d8\u5316\u5c31\u6781\u5927<\/li>\n<li>\u56fe\u50cf\u8d8a\u5927\uff0c\u82b1\u7684\u65f6\u95f4\u5fc5\u7136\u5c31\u4f1a\u8d8a\u957f<\/li>\n<li>\u603b\u7ed3 \uff1a \u56fe\u50cf\u4e0d\u662f\u8d8a\u5927\u8d8a\u597d\uff0c\u8fc7\u5927\u7684\u56fe\u50cf\u53cd\u800c\u5f71\u54cd\u6574\u4f53\u8d28\u91cf\u3002<\/li>\n<\/ul>\n<blockquote>\n<p>\u5173\u4e8e\u5bbd\u5ea6 \uff1a<\/p>\n<\/blockquote>\n<ul>\n<li>\u63a8\u8350 512 x 512 \uff0c\u4e00\u822c\u6a21\u578b\u90fd\u662f\u5728\u8fd9\u4e2a\u57fa\u7840\u4e0a\u8fdb\u884c\u8ba1\u7b97\u7684<\/li>\n<li>\u5bbd\u5e26\u5fc5\u987b\u662f 8 \u7684\u500d\u6570<\/li>\n<li>\u5bbd\u5ea6\u4e0d\u9002\u5408\u592a\u5927\uff0c\u5bb9\u6613\u51fa\u73b0\u56fe\u50cf\u5d29\u6e83<\/li>\n<li>\u9ad8\u5ea6\u540c\u7406<\/li>\n<\/ul>\n<h3 data-id=\"heading-9\">\ud83d\udc49 008 \uff1aCFG Scale \uff08\u63d0\u793a\u8bcd\u5f15\u5bfc\u7cfb\u6570 \uff09<\/h3>\n<ul>\n<li>\u63a7\u5236\u56fe\u50cf\u4e0e\u63d0\u793a\u8bcd\u4e4b\u95f4\u7684\u5951\u5408\u5ea6\uff0c\u8fd9\u4e2a\u503c\u8d8a\u9ad8\uff0c\u751f\u6210\u7684\u56fe\u50cf\u4e5f\u8d8a\u63a5\u8fd1\u4f60\u7684\u63d0\u793a\u8bcd<\/li>\n<li>\u8fd9\u4e2a\u503c\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u4f1a\u964d\u4f4e\u56fe\u50cf\u8d28\u91cf\uff0c\u56e0\u4e3a\u76f8\u5f53\u4e8e\u9650\u5236\u4e86\u8303\u56f4<\/li>\n<li>\u5efa\u8bae 7- 15<\/li>\n<\/ul>\n<h3 data-id=\"heading-10\">\u5176\u4ed6\u529f\u80fd\u8865\u5145 \uff1a<\/h3>\n<blockquote>\n<p>\u968f\u673a\u79cd\u5b50\u7684\u4f5c\u7528<\/p>\n<\/blockquote>\n<ul>\n<li>\u968f\u673a\u79cd\u5b50\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u9501\u5b9a\u56fe\u50cf\u8303\u56f4 \uff0c\u4f7f\u7528\u76f8\u540c\u79cd\u5b50\u7684\u65f6\u5019\u53ef\u4ee5\u751f\u6210\u7c7b\u4f3c\u7684\u56fe\u50cf<\/li>\n<li>\u76f8\u540c\u7684\u968f\u673a\u79cd\u5b50\u53ef\u4ee5\u63d0\u9ad8\u56fe\u50cf\u7684\u53ef\u91cd\u590d\u5ea6\u548c\u76f8\u4f3c\u6027\uff0c\u7528\u4e8e\u8c03\u4f18\u548c\u4f18\u5316\u6a21\u578b<\/li>\n<li>\u5f53\u4f7f\u7528 -1 \u968f\u673a\u79cd\u5b50\u65f6\u56fe\u50cf\u5b8c\u5168\u968f\u673a\uff0c\u5b8c\u5168\u65e0\u89c4\u5f8b<\/li>\n<\/ul>\n<p>\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/www.nicekj.com\/wp-content\/uploads\/replace\/6b2c3c007ab979604932f9b51fa3075f.png\" alt=\"image.png\" \/><\/figure>\n<\/p>\n<h2 data-id=\"heading-11\">\u603b\u7ed3<\/h2>\n<p>\u9996\u7bc7\u5b8c\u6210\uff0c\u7b97\u662f\u5bf9\u8fd9\u6bb5\u65f6\u95f4\u5b66\u4e60\u7684\u4e00\u4e2a\u603b\u7ed3\uff0c\u671f\u671b\u80fd\u5bf9\u5927\u5bb6\u6709\u6240\u5e2e\u52a9\u3002<\/p>\n<p>\u5b66\u65e0\u6b62\u5883\uff0c \u8fd9\u4e2a\u7cfb\u5217\u4e5f\u662f\u4e00\u76f4\u4f1a\u4fdd\u6301\u66f4\u65b0\u3002<\/p>\n<h2 data-id=\"heading-12\">\u5176\u4ed6\u53c2\u8003\u6587\u6863 \uff1a<\/h2>\n<p><a href=\"https:\/\/link.juejin.cn?target=https%3A%2F%2Fspace.bilibili.com%2F12566101\" target=\"_blank\" title=\"https:\/\/space.bilibili.com\/12566101\" ref=\"nofollow noopener noreferrer\" rel=\"noopener\">space.bilibili.com\/12566101<\/a><\/p>","protected":false},"excerpt":{"rendered":"<p>\ud83d\udc48\ud83d\udc48\ud83d\udc48 \u6b22\u8fce\u70b9\u8d5e\u6536\u85cf\u5173\u6ce8\u54df \u4e00. \u524d\u8a00 \u4e00\u5e74\u4e0d\u5230\uff0cAI\u5bf9\u751f\u6d3b\u548c\u5de5\u4f5c\u7684\u5f71\u54cd\u5df2\u7ecf\u9010\u6b65\u4f53\u73b0\u3002\u6240\u4ee5\u5343\u4e07\u522b\u6389\u961f\u4e86\uff0c\u4e5f\u8bb8 AI \u4e0d\u80fd\u6210\u4e3a\u6211\u4eec\u7684\u4e3b\u8981\u5de5\u4f5c\uff0c\u4f46\u662f\u5982\u4f55\u501f\u52a9 AI \u5b9e\u73b0\u526f\u4e1a\u7684\u6269\u5c55\u540c\u6837\u503c\u5f97\u601d\u8003\u3002 \u8fd9\u4e00\u7bc7\u5c31\u6765<\/p>\n","protected":false},"author":1,"featured_media":8507,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"rank_math_title":"","rank_math_description":"","rank_math_focus_keyword":"","views":"4","footnotes":""},"categories":[3],"tags":[128,129,136,126,127],"collection":[],"class_list":["post-1435","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-fenlei2","tag-128","tag-129","tag-136","tag-gpt","tag-ai"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/posts\/1435","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/comments?post=1435"}],"version-history":[{"count":0,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/posts\/1435\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/media\/8507"}],"wp:attachment":[{"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/media?parent=1435"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/categories?post=1435"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/tags?post=1435"},{"taxonomy":"collection","embeddable":true,"href":"https:\/\/www.nicekj.com\/nicekj2024\/wp\/v2\/collection?post=1435"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}