{"id":1969,"date":"2026-09-23T09:25:59","date_gmt":"2026-09-23T01:25:59","guid":{"rendered":"https:\/\/skypray.synology.me\/blog\/default\/qwen-image-2-1-comfyui-workflow\/"},"modified":"2026-09-23T10:49:58","modified_gmt":"2026-09-23T02:49:58","slug":"qwen-image-comfyui-workflow","status":"publish","type":"post","link":"https:\/\/skypray.synology.me\/blog\/computer\/qwen-image-comfyui-workflow\/","title":{"rendered":"Qwen-Image-2.1 \u4f7f\u7528\u6307\u5357\uff5c\u751f\u5716\u7279\u8272\u8207\u5341\u5f35\u53c3\u8003\u5716\u5de5\u4f5c\u6d41\u7a0b"},"content":{"rendered":"<style>.qwen21-guide{display:block;margin:1.2em 0;padding:clamp(18px,4vw,34px);border-radius:22px;box-sizing:border-box;max-width:100%;overflow-wrap:break-word;font-family:ui-sans-serif,system-ui,-apple-system,\"Segoe UI\",\"Noto Sans TC\",sans-serif;line-height:1.75;background:var(--skypray-paper-soft,#fbf3e7);border:1px solid var(--skypray-border,#dfcdbc);color:var(--skypray-ink,#382f29)}\n.qwen21-guide *{box-sizing:border-box}\n.qwen21-guide a{color:var(--skypray-accent-dark,#74412f);text-underline-offset:3px;text-decoration:underline}\n.qwen21-guide a:hover{color:var(--skypray-accent,#a65f43)}\n.qwen21-guide .qwen21-main{width:100%;max-width:920px;margin:0 auto}\n.qwen21-guide .eyebrow{color:var(--skypray-accent-dark,#74412f);text-transform:uppercase;letter-spacing:.16em;font-size:.78rem;font-weight:750}\n.qwen21-guide h2,.qwen21-guide h3,.qwen21-guide p{margin-top:0}\n.qwen21-guide .lead{font-size:1.15rem;line-height:1.7;color:var(--skypray-muted,#75685e);max-width:760px;margin-top:10px}\n.qwen21-guide .hero-actions{display:flex;flex-wrap:wrap;gap:12px;margin:22px 0 6px}\n.qwen21-guide .button{display:inline-flex;align-items:center;justify-content:center;padding:12px 18px;border-radius:999px;border:1px solid var(--skypray-accent-dark,#74412f);background:var(--skypray-accent-dark,#74412f);color:#fffaf3!important;text-decoration:none!important;font-weight:750}\n.qwen21-guide .button.secondary{color:var(--skypray-ink,#382f29)!important;background:transparent;border-color:var(--skypray-border,#dfcdbc)}\n.qwen21-guide .button:hover{background:var(--skypray-accent,#a65f43);border-color:var(--skypray-accent,#a65f43)}\n.qwen21-guide .button.secondary:hover{background:var(--skypray-canvas-deep,#eadcca)}\n.qwen21-guide section{margin-top:50px;scroll-margin-top:28px}\n.qwen21-guide h2{font-size:clamp(1.5rem,3vw,2rem);line-height:1.25;letter-spacing:-.02em;margin-bottom:16px;color:var(--skypray-accent-dark,#74412f)}\n.qwen21-guide h3{font-size:1.1rem;line-height:1.4;margin-bottom:10px;color:var(--skypray-ink,#382f29)}\n.qwen21-guide p,.qwen21-guide li{color:var(--skypray-muted,#75685e)}\n.qwen21-guide strong{color:var(--skypray-ink,#382f29)}\n.qwen21-guide .section-intro{max-width:800px}\n.qwen21-guide .grid{display:grid;grid-template-columns:repeat(2,minmax(0,1fr));gap:16px;margin-top:20px}\n.qwen21-guide .card,.qwen21-guide .callout,.qwen21-guide .prompt,.qwen21-guide .resource{border:1px solid var(--skypray-border,#dfcdbc);border-radius:17px;background:var(--skypray-paper,#fffaf2)}\n.qwen21-guide .card{padding:22px}\n.qwen21-guide .card .num{color:var(--skypray-accent-dark,#74412f);font-size:.82rem;font-weight:800;letter-spacing:.1em;margin-bottom:12px}\n.qwen21-guide .card p:last-child{margin-bottom:0}\n.qwen21-guide .callout{padding:20px 24px;margin:22px 0;border-left:4px solid var(--skypray-accent,#a65f43);background:var(--skypray-canvas-deep,#eadcca)}\n.qwen21-guide .callout p:last-child{margin-bottom:0}\n.qwen21-guide .steps{list-style:none;padding:0;display:grid;gap:12px;counter-reset:step;margin:0}\n.qwen21-guide .steps li{counter-increment:step;display:grid;grid-template-columns:38px 1fr;gap:14px;padding:15px 17px;border:1px solid var(--skypray-border,#dfcdbc);border-radius:14px;background:var(--skypray-paper,#fffaf2)}\n.qwen21-guide .steps li::before{content:counter(step,decimal-leading-zero);color:var(--skypray-accent-dark,#74412f);font-weight:850}\n.qwen21-guide code{font-family:ui-monospace,\"Cascadia Code\",Consolas,monospace;font-size:.92em;color:var(--skypray-accent-dark,#74412f)}\n.qwen21-guide .inline{padding:2px 6px;background:var(--skypray-canvas-deep,#eadcca);border-radius:5px;white-space:nowrap}\n.qwen21-guide .prompt{overflow:hidden;margin:16px 0}\n.qwen21-guide .prompt-head{display:flex;align-items:center;justify-content:space-between;gap:12px;padding:10px 16px;border-bottom:1px solid var(--skypray-border,#dfcdbc);font-size:.85rem;font-weight:700;color:var(--skypray-accent-dark,#74412f);background:var(--skypray-canvas-deep,#eadcca)}\n.qwen21-guide .copy{border:1px solid var(--skypray-border,#dfcdbc);border-radius:7px;background:var(--skypray-paper,#fffaf2);color:var(--skypray-ink,#382f29);padding:5px 10px;font:inherit;font-weight:600;cursor:pointer}\n.qwen21-guide .copy:hover{background:var(--skypray-canvas,#f4ede2)}\n.qwen21-guide pre{margin:0;padding:17px;overflow:auto;white-space:pre-wrap;overflow-wrap:anywhere;line-height:1.7;background:var(--skypray-paper,#fffaf2)}\n.qwen21-guide .resource{padding:20px;margin-top:14px}\n.qwen21-guide .resource p:last-child{margin-bottom:0}\n.qwen21-guide .small{font-size:.88rem;color:var(--skypray-muted,#75685e)}\n.qwen21-guide figure{margin:20px 0}\n.qwen21-guide figure img{border-radius:14px;border:1px solid var(--skypray-border,#dfcdbc);display:block;width:100%;height:auto}\n.qwen21-guide figcaption{margin-top:8px;font-size:.88rem;color:var(--skypray-muted,#75685e)}\n@media(max-width:700px){.qwen21-guide{padding:18px}.qwen21-guide .grid{grid-template-columns:1fr}.qwen21-guide section{margin-top:38px}.qwen21-guide .card{padding:18px}}<\/style>\n<article class=\"qwen21-guide\">\n<div class=\"qwen21-main\">\n<div class=\"eyebrow\">ComfyUI \u00b7 Image generation \u00b7 Reference editing<\/div>\n<p class=\"lead\">\u60f3\u751f\u6210\u4e00\u5f35\u65b0\u5716\uff0c\u6216\u7528\u4eba\u7269\u3001\u670d\u88dd\u3001\u7269\u4ef6\u8207\u5834\u666f\u5716\u7247\u7d44\u51fa\u65b0\u756b\u9762\uff1f\u9019\u7bc7\u6587\u7ae0\u6574\u7406 Qwen-Image-2.1 \u7684\u91cd\u9ede\u7279\u8272\uff0c\u4ee5\u53ca <strong>Qwen-Image-2.1-Edit-10Ref-Toggles.json<\/strong> \u5728 ComfyUI \u7684\u64cd\u4f5c\u65b9\u5f0f\u3002<\/p>\n<div class=\"hero-actions\"><a class=\"button\" href=\"https:\/\/drive.google.com\/drive\/folders\/1ygqi9dsXoA464YzsSDMoLRaj_IR1uUV5\" target=\"_blank\" rel=\"noopener\">\u958b\u555f Google Drive \u8cc7\u6599\u593e \u2197<\/a><a class=\"button secondary\" href=\"#workflow\">\u95b1\u8b80\u5de5\u4f5c\u6d41\u7a0b\u8aaa\u660e \u2193<\/a><\/div>\n<p id=\"toc\"><strong>\u6587\u7ae0\u76ee\u9304<\/strong><\/p>\n<ol>\n<li><a href=\"#overview\">\u5b83\u80fd\u505a\u4ec0\u9ebc\uff1f<\/a><\/li>\n<li><a href=\"#features\">\u751f\u5716\u7279\u8272<\/a><\/li>\n<li><a href=\"#official\">Qwen \u5b98\u65b9\u8aaa\u660e\u6587\u4ef6\uff1a\u7e41\u9ad4\u4e2d\u6587\u6458\u8981<\/a><\/li>\n<li><a href=\"#models\">\u9700\u8981\u4e0b\u8f09\u54ea\u4e9b\u6a21\u578b\uff1f\u653e\u5728\u54ea\u88e1\uff1f<\/a><\/li>\n<li><a href=\"#workflow\">\u5341\u5f35\u53c3\u8003\u5716\u5de5\u4f5c\u6d41\u7a0b\u600e\u9ebc\u7528<\/a><\/li>\n<li><a href=\"#syntax\">\u5716\u7247\u5f15\u7528\u8a9e\u6cd5\u8207\u63d0\u793a\u8a5e\u7bc4\u4f8b<\/a><\/li>\n<li><a href=\"#resources\">\u4e0b\u8f09\u8207\u5ef6\u4f38\u95b1\u8b80<\/a><\/li>\n<\/ol>\n<section id=\"overview\">\n<h2>\u5b83\u80fd\u505a\u4ec0\u9ebc\uff1f<\/h2>\n<p class=\"section-intro\">Qwen-Image-2.1 \u5c07\u6587\u5b57\u751f\u5716\u8207\u5716\u7247\u7de8\u8f2f\u653e\u5728\u540c\u4e00\u500b\u6a21\u578b\u7cfb\u5217\u80fd\u529b\u4e2d\u3002\u5b98\u65b9\u4ecb\u7d39\u7684\u8996\u89ba\u751f\u6210\u4e3b\u9ad4\u70ba 7B \u53c3\u6578\uff0c\u4e26\u652f\u63f4\u6700\u591a\u5341\u5f35\u53c3\u8003\u5716\uff1b\u5be6\u969b\u9ad4\u9a57\u4ecd\u53d6\u6c7a\u65bc\u6240\u7528\u5de5\u4f5c\u6d41\u7a0b\u3001\u6a21\u578b\u7248\u672c\u8207\u786c\u9ad4\u3002<a href=\"https:\/\/github.com\/QwenLM\/Qwen-Image-2.1\" target=\"_blank\" rel=\"noopener\">\u53c3\u8003 Qwen \u5b98\u65b9\u5c08\u6848<\/a>\u3002<\/p>\n<\/section>\n<section id=\"features\">\n<h2>\u751f\u5716\u7279\u8272<\/h2>\n<div class=\"grid\">\n<div class=\"card\">\n<div class=\"num\">01 \/ GENERATE<\/div>\n<h3>\u6587\u5b57\u751f\u5716\u8207\u5716\u7247\u7de8\u8f2f<\/h3>\n<p>\u53ef\u5f9e\u6587\u5b57\u63cf\u8ff0\u5efa\u7acb\u756b\u9762\uff0c\u4e5f\u53ef\u4e0a\u50b3\u539f\u5716\uff0c\u8981\u6c42\u6a21\u578b\u66f4\u63db\u80cc\u666f\u3001\u8abf\u6574\u670d\u88dd\u3001\u4fdd\u7559\u89d2\u8272\u7279\u5fb5\u6216\u91cd\u65b0\u5b89\u6392\u69cb\u5716\u3002<\/p>\n<\/div>\n<div class=\"card\">\n<div class=\"num\">02 \/ MULTI-REFERENCE<\/div>\n<h3>\u6700\u591a\u5341\u5f35\u53c3\u8003\u5716<\/h3>\n<p>\u8b93\u4e0d\u540c\u5716\u7247\u5206\u5225\u63d0\u4f9b\u4eba\u7269\u3001\u5546\u54c1\u3001\u670d\u88dd\u3001\u914d\u4ef6\u6216\u5834\u666f\u8cc7\u8a0a\u3002\u63d0\u793a\u8a5e\u8981\u8aaa\u660e\u6bcf\u5f35\u5716\u7684\u7528\u9014\uff0c\u4e26\u6e05\u695a\u6307\u51fa\u54ea\u4e9b\u5143\u7d20\u8981\u4fdd\u7559\u3002<\/p>\n<\/div>\n<div class=\"card\">\n<div class=\"num\">03 \/ TEXTURE &amp; TYPE<\/div>\n<h3>\u7d30\u7bc0\u3001\u5149\u5f71\u8207\u6587\u5b57<\/h3>\n<p>\u5b98\u65b9\u5f37\u8abf\u6750\u8cea\u7d0b\u7406\u3001\u8096\u50cf\u5149\u5f71\u8207\u5b57\u6a23\u5448\u73fe\u7684\u6539\u9032\u3002\u6d77\u5831\u6216\u5546\u54c1\u5716\u53ef\u6307\u5b9a\u5b57\u53e5\u3001\u6750\u8cea\u8207\u93e1\u982d\u611f\uff1b\u6709\u7cbe\u78ba\u6587\u5b57\u9700\u6c42\u6642\u4ecd\u5efa\u8b70\u4eba\u5de5\u6838\u5c0d\u6210\u54c1\u3002<\/p>\n<\/div>\n<div class=\"card\">\n<div class=\"num\">04 \/ TRANSPARENCY<\/div>\n<h3>\u539f\u751f\u900f\u660e\u5716\u50cf<\/h3>\n<p>\u6a21\u578b\u652f\u63f4\u900f\u660e\u80cc\u666f\u7684 RGBA \u751f\u5716\u8207\u900f\u660e\u5716\u7de8\u8f2f\u3002\u8981\u8f38\u51fa\u900f\u660e\u7d20\u6750\uff0c\u63d0\u793a\u8a5e\u61c9\u660e\u78ba\u5beb\u51fa\u900f\u660e\u80cc\u666f\uff0c\u4e26\u78ba\u8a8d\u5de5\u4f5c\u6d41\u7a0b\u7684\u8f38\u51fa\u8a2d\u5b9a\u80fd\u4fdd\u7559 alpha\u3002<\/p>\n<\/div>\n<\/div>\n<p class=\"small\">\u7279\u8272\u4f9d\u64da\uff1a<a href=\"https:\/\/github.com\/QwenLM\/Qwen-Image-2.1\" target=\"_blank\" rel=\"noopener\">Qwen \u5b98\u65b9\u8aaa\u660e<\/a>\u3002\u5341\u5716\u53c3\u8003\u8207\u900f\u660e\u751f\u5716\u662f\u6a21\u578b\u80fd\u529b\uff1b\u5be6\u969b\u53ef\u7528\u9078\u9805\u4ee5\u8f09\u5165\u7684 ComfyUI \u5de5\u4f5c\u6d41\u7a0b\u70ba\u6e96\u3002<\/p>\n<\/section>\n<section id=\"official\">\n<h2>Qwen \u5b98\u65b9\u8aaa\u660e\u6587\u4ef6\uff1a\u7e41\u9ad4\u4e2d\u6587\u6458\u8981<\/h2>\n<p class=\"section-intro\">\u4ee5\u4e0b\u6574\u7406\u81ea <a href=\"https:\/\/github.com\/QwenLM\/Qwen-Image-2.1#introduction\" target=\"_blank\" rel=\"noopener\">Qwen-Image-2.1 \u5b98\u65b9\u5c08\u6848\u8aaa\u660e<\/a>\uff0c\u6db5\u84cb\u6a21\u578b\u80fd\u529b\u8207\u5b98\u65b9\u7bc4\u4f8b\u53c3\u6578\uff1b\u5b83\u5011\u662f\u4f7f\u7528\u53c3\u8003\uff0c\u4e0d\u7b49\u65bc\u672c\u9801\u5341\u5716\u5de5\u4f5c\u6d41\u7a0b\u5df2\u9810\u8a2d\u958b\u555f\u5168\u90e8\u529f\u80fd\u3002<\/p>\n<div class=\"grid\">\n<div class=\"card\">\n<div class=\"num\">01 \/ \u540c\u4e00\u6a21\u578b\uff0c\u5169\u7a2e\u4efb\u52d9<\/div>\n<h3>\u6587\u5b57\u751f\u5716\u8207\u65e2\u6709\u5716\u7247\u7de8\u8f2f<\/h3>\n<p>\u53ef\u4ee5\u53ea\u8f38\u5165\u6587\u5b57\u751f\u6210\u65b0\u5716\uff0c\u4e5f\u53ef\u4ee5\u63d0\u4f9b\u4e00\u5f35\u6216\u591a\u5f35\u5716\u7247\u9032\u884c\u7de8\u8f2f\u3002\u5b98\u65b9\u7684\u591a\u5716\u793a\u4f8b\u5c07\u53c3\u8003\u5716\u7247\u6e05\u55ae\u4ea4\u7d66\u6a21\u578b\uff0c\u7528\u6587\u5b57\u63cf\u8ff0\u4eba\u7269\u8207\u5834\u666f\u5982\u4f55\u7d44\u5408\uff1b\u6700\u591a\u652f\u63f4\u5341\u5f35\u53c3\u8003\u5716\u3002<\/p>\n<\/div>\n<div class=\"card\">\n<div class=\"num\">02 \/ \u5c40\u90e8\u4fee\u6539<\/div>\n<h3>\u80fd\u6307\u5b9a\u8981\u6539\u7684\u5340\u57df<\/h3>\n<p>\u5b98\u65b9\u8aaa\u660e\u652f\u63f4\u4ee5\u5708\u9078\u3001\u5857\u756b\u6a19\u8a3b\u6216\u7368\u7acb\u906e\u7f69\u6307\u793a\u5c40\u90e8\u7de8\u8f2f\uff0c\u4e5f\u5f37\u8abf\u4fdd\u7559\u4eba\u7269\u6216\u5546\u54c1\u7279\u5fb5\u3002\u9019\u4e9b\u5c40\u90e8\u63a7\u5236\u9700\u8981\u76f8\u61c9\u7684\u8f38\u5165\u65b9\u5f0f\uff1b\u672c\u6587\u7684\u5341\u5716 workflow \u4e3b\u8981\u63d0\u4f9b\u5716\u7247\u8f09\u5165\u8207\u6587\u5b57\u6307\u4ee4\u3002<\/p>\n<\/div>\n<div class=\"card\">\n<div class=\"num\">03 \/ \u900f\u660e\u5716<\/div>\n<h3>\u751f\u6210\u8207\u7de8\u8f2f RGBA \u7d20\u6750<\/h3>\n<p>\u6a21\u578b\u53ef\u751f\u6210\u900f\u660e\u80cc\u666f\u5716\u7247\uff0c\u4e5f\u80fd\u7de8\u8f2f\u900f\u660e\u7d20\u6750\u3002\u5b98\u65b9\u5efa\u8b70\u5728\u63d0\u793a\u8a5e\u660e\u78ba\u63cf\u8ff0\u300c\u9019\u662f\u6709\u900f\u660e\u5ea6\u7684 RGBA \u5716\u7247\u300d\u3001\u300c\u5177\u6709 alpha \u901a\u9053\u3001\u80cc\u666f\u900f\u660e\u300d\uff1b\u5132\u5b58\u6642\u4ecd\u9700\u78ba\u8a8d\u8f38\u51fa\u7bc0\u9ede\u4fdd\u7559\u900f\u660e\u8cc7\u8a0a\u3002<\/p>\n<\/div>\n<div class=\"card\">\n<div class=\"num\">04 \/ \u5c3a\u5bf8\u8207\u6b65\u6578<\/div>\n<h3>\u539f\u751f 2K\uff0c\u4f9d\u786c\u9ad4\u8abf\u6574<\/h3>\n<p>\u5b98\u65b9\u5217\u51fa\u7684\u7bc4\u4f8b\u5c3a\u5bf8\u5305\u62ec 1:1 \u7684 2048\u00d72048\u30014:3 \u7684 2400\u00d71792\u300116:9 \u7684 2752\u00d71536\uff0c\u4ee5\u53ca 9:16 \u7684 1536\u00d72752\uff1b\u5b98\u65b9 Diffusers \u7bc4\u4f8b\u4f7f\u7528 40 \u6b65\u3002\u5c3a\u5bf8\u8207\u6b65\u6578\u63d0\u9ad8\u901a\u5e38\u6703\u589e\u52a0\u904b\u7b97\u8207\u8a18\u61b6\u9ad4\u8ca0\u64d4\u3002<\/p>\n<\/div>\n<div class=\"card\">\n<div class=\"num\">05 \/ \u63d0\u793a\u8a5e\u6539\u5beb<\/div>\n<h3>\u77ed\u6307\u4ee4\u53ef\u5148\u64f4\u5beb<\/h3>\n<p>\u5b98\u65b9\u53e6\u63d0\u4f9b\u6587\u5b57\u751f\u5716\u53ca\u5716\u7247\u7de8\u8f2f\u5404\u81ea\u7684\u63d0\u793a\u8a5e\u6539\u5beb\u6a21\u578b\uff0c\u7528\u4f86\u628a\u7c21\u77ed\u8981\u6c42\u64f4\u5beb\u6210\u7d30\u7bc0\u8f03\u5b8c\u6574\u7684\u63cf\u8ff0\u3002\u9019\u662f<strong>\u9078\u7528\u7684\u7368\u7acb\u5de5\u5177<\/strong>\uff0c\u672c\u6587\u5217\u51fa\u7684\u4e09\u500b\u57fa\u790e\u6a21\u578b\u5df2\u8db3\u5920\u8f09\u5165\u76ee\u524d\u7684\u5341\u5716 workflow\u3002<\/p>\n<\/div>\n<div class=\"card\">\n<div class=\"num\">06 \/ \u6a21\u578b\u7d50\u69cb<\/div>\n<h3>\u91cd\u8907\u904b\u7b97\u7684\u8a2d\u8a08\u6700\u4f73\u5316<\/h3>\n<p>\u5b98\u65b9\u63cf\u8ff0\u8996\u89ba\u751f\u6210\u4e3b\u9ad4\u70ba 7B \u53c3\u6578\u300132 \u5c64\u55ae\u4e32\u6d41 DiT\uff0c\u6587\u5b57\u8207\u53c3\u8003\u5716\u7531 Qwen3-VL 8B \u7de8\u78bc\uff1b\u524d\u7db4\u5feb\u53d6\u8a2d\u8a08\u53ef\u91cd\u7528\u6587\u5b57\u8207\u689d\u4ef6\u5716\u7247\u8cc7\u8a0a\u3002\u5be6\u969b\u751f\u6210\u901f\u5ea6\u4ecd\u53d7\u8edf\u9ad4\u5be6\u4f5c\u3001\u89e3\u6790\u5ea6\u53ca\u786c\u9ad4\u5f71\u97ff\u3002<\/p>\n<\/div>\n<\/div>\n<div class=\"callout\"><strong>\u5b98\u65b9\u7bc4\u4f8b\u8207\u672c\u6587\u5de5\u4f5c\u6d41\u7a0b\u7684\u5dee\u7570<\/strong><\/p>\n<p>\u5b98\u65b9 Diffusers \u8aaa\u660e\u7684\u9810\u8a2d\u7bc4\u4f8b\u662f <code class=\"inline\">2048\u00d72048 \/ 40 \u6b65<\/code>\uff1b\u672c\u6587\u642d\u914d\u7684 ComfyUI \u7de8\u8f2f\u5de5\u4f5c\u6d41\u7a0b\u76ee\u524d\u9810\u8a2d\u70ba <code class=\"inline\">1024\u00d71024 \/ 25 \u6b65<\/code>\u3002\u8981\u5617\u8a66\u5b98\u65b9\u8f03\u9ad8\u5c3a\u5bf8\uff0c\u53ef\u5728\u5de5\u4f5c\u6d41\u7a0b\u4e2d\u81ea\u884c\u8abf\u6574\uff0c\u4e26\u7559\u610f\u986f\u793a\u5361\u8a18\u61b6\u9ad4\u9700\u6c42\u3002<\/p>\n<\/div>\n<p class=\"small\">\u5ef6\u4f38\u95b1\u8b80\uff1a<a href=\"https:\/\/github.com\/QwenLM\/Qwen-Image-2.1#quick-start\" target=\"_blank\" rel=\"noopener\">\u5b98\u65b9\u5feb\u901f\u958b\u59cb\u8207\u5c3a\u5bf8\u7bc4\u4f8b<\/a> \u00b7 <a href=\"https:\/\/github.com\/QwenLM\/Qwen-Image-2.1#prompt-rewriting\" target=\"_blank\" rel=\"noopener\">\u63d0\u793a\u8a5e\u6539\u5beb\u8aaa\u660e<\/a> \u00b7 <a href=\"https:\/\/github.com\/QwenLM\/Qwen-Image-2.1#architecture\" target=\"_blank\" rel=\"noopener\">\u6a21\u578b\u7d50\u69cb<\/a>\u3002\u6a21\u578b\u4f7f\u7528\u53ca\u518d\u6563\u5e03\u689d\u4ef6\u8acb\u53c3\u8003<a href=\"https:\/\/github.com\/QwenLM\/Qwen-Image-2.1\/blob\/main\/LICENSE\" target=\"_blank\" rel=\"noopener\">\u5b98\u65b9\u6388\u6b0a\u6587\u4ef6<\/a>\u3002<\/p>\n<\/section>\n<section id=\"models\">\n<h2>\u9700\u8981\u4e0b\u8f09\u54ea\u4e9b\u6a21\u578b\uff1f\u653e\u5728\u54ea\u88e1\uff1f<\/h2>\n<p class=\"section-intro\">\u9019\u4efd <strong>Qwen-Image-2.1-Edit-10Ref-Toggles.json<\/strong> \u9810\u8a2d\u9078\u7528\u4ee5\u4e0b\u4e09\u500b\u6a21\u578b\u6a94\u3002\u5230 <a href=\"https:\/\/huggingface.co\/Comfy-Org\/Qwen-Image-2.1\" target=\"_blank\" rel=\"noopener\">Comfy-Org \u7684 Hugging Face \u6a21\u578b\u9801<\/a>\u4e0b\u8f09\uff0c\u6a94\u540d\u4fdd\u6301\u539f\u6a23\uff0c\u4f9d\u5e8f\u653e\u5165\u5c0d\u61c9\u8cc7\u6599\u593e\u5373\u53ef\u3002<\/p>\n<div class=\"resource\">\n<h3>\u2460 \u4e3b\u6a21\u578b \u00b7 Diffusion model<\/h3>\n<p><a href=\"https:\/\/huggingface.co\/Comfy-Org\/Qwen-Image-2.1\/blob\/main\/diffusion_models\/qwen_image_2.1_int8_convrot.safetensors\" target=\"_blank\" rel=\"noopener\"><code>qwen_image_2.1_int8_convrot.safetensors<\/code> \u2197<\/a><\/p>\n<p>\u653e\u7f6e\u4f4d\u7f6e\uff1a<code>C:\\AI\\ComfyUI\\models\\diffusion_models\\<\/code><\/p>\n<\/div>\n<div class=\"resource\">\n<h3>\u2461 \u6587\u5b57\u8207\u5716\u7247\u7de8\u78bc\u5668 \u00b7 Text encoder<\/h3>\n<p><a href=\"https:\/\/huggingface.co\/Comfy-Org\/Qwen-Image-2.1\/blob\/main\/text_encoders\/qwen3vl_8b_int8_convrot.safetensors\" target=\"_blank\" rel=\"noopener\"><code>qwen3vl_8b_int8_convrot.safetensors<\/code> \u2197<\/a><\/p>\n<p>\u653e\u7f6e\u4f4d\u7f6e\uff1a<code>C:\\AI\\ComfyUI\\models\\text_encoders\\<\/code><\/p>\n<\/div>\n<div class=\"resource\">\n<h3>\u2462 \u5716\u7247\u89e3\u78bc\u5668 \u00b7 VAE<\/h3>\n<p><a href=\"https:\/\/huggingface.co\/Comfy-Org\/Qwen-Image-2.1\/blob\/main\/vae\/qwen_image_2.1_vae_bf16.safetensors\" target=\"_blank\" rel=\"noopener\"><code>qwen_image_2.1_vae_bf16.safetensors<\/code> \u2197<\/a><\/p>\n<p>\u653e\u7f6e\u4f4d\u7f6e\uff1a<code>C:\\AI\\ComfyUI\\models\\vae\\<\/code><\/p>\n<\/div>\n<div class=\"callout\"><strong>\u4e0b\u8f09\u5f8c\u7684\u6aa2\u67e5<\/strong><\/p>\n<p>\u4e09\u500b\u6a94\u6848\u653e\u597d\u5f8c\uff0c\u91cd\u65b0\u555f\u52d5 ComfyUI\uff0c\u6216\u91cd\u65b0\u6574\u7406\u6a21\u578b\u6e05\u55ae\uff0c\u518d\u8f09\u5165\u5de5\u4f5c\u6d41\u7a0b\u3002\u82e5\u51fa\u73fe\u627e\u4e0d\u5230\u6a21\u578b\uff0c\u5148\u6838\u5c0d\u6a94\u540d\u3001\u5b50\u8cc7\u6599\u593e\u8207\u7bc0\u9ede\u4e0b\u62c9\u9078\u55ae\u3002\u4e0a\u9762\u5217\u7684\u662f\u9019\u4efd\u5de5\u4f5c\u6d41\u7a0b<strong>\u76ee\u524d\u9810\u8a2d\u9078\u7528<\/strong>\u7684\u7d44\u5408\uff1bHugging Face \u540c\u9801\u4e5f\u6709 BF16 \u7b49\u5176\u4ed6\u7248\u672c\uff0c\u6539\u7528\u5176\u4ed6\u7248\u672c\u6642\u9808\u540c\u6b65\u4fee\u6539\u5de5\u4f5c\u6d41\u7a0b\u7684\u6a21\u578b\u9078\u9805\uff0c\u4e0d\u5fc5\u628a\u6240\u6709\u7248\u672c\u90fd\u4e0b\u8f09\u3002<\/p>\n<\/div>\n<p class=\"small\">\u8cc7\u6599\u593e\u914d\u7f6e\u8207\u6a94\u540d\u4f9d\u64da\uff1a<a href=\"https:\/\/huggingface.co\/Comfy-Org\/Qwen-Image-2.1\/blob\/main\/README.md\" target=\"_blank\" rel=\"noopener\">Comfy-Org \u6a21\u578b\u8aaa\u660e<\/a>\uff1b\u9810\u8a2d\u9078\u7528\u7d44\u5408\u4f9d\u64da\u672c\u6587\u642d\u914d\u7684\u5de5\u4f5c\u6d41\u7a0b JSON\u3002<\/p>\n<\/section>\n<section id=\"workflow\">\n<h2>\u5341\u5f35\u53c3\u8003\u5716\u5de5\u4f5c\u6d41\u7a0b\u600e\u9ebc\u7528<\/h2>\n<p class=\"section-intro\">\u672c\u6587\u642d\u914d\u7684\u6a94\u540d\u662f <strong>Qwen-Image-2.1-Edit-10Ref-Toggles.json<\/strong>\u3002\u9019\u662f\u4f7f\u7528 ComfyUI \u5b98\u65b9 <code class=\"inline\">LoadImage<\/code> \u7bc0\u9ede\u7684\u81ea\u8a02\u7de8\u8f2f\u7248\u5de5\u4f5c\u6d41\u7a0b\uff0c\u756b\u9762\u4e0a\u56fa\u5b9a\u986f\u793a 01 \u81f3 10 \u500b\u8f09\u5716\u7bc0\u9ede\uff1b\u4e0d\u662f\u9700\u8981\u5b89\u88dd <code class=\"inline\">QwenImage21RefLoader<\/code> \u7684\u7248\u672c\u3002<\/p>\n<ol class=\"steps\">\n<li>\n<div><strong>\u8f09\u5165\u5de5\u4f5c\u6d41\u7a0b\u3002<\/strong>\u5f9e\u4e0b\u65b9 Google Drive \u8cc7\u6599\u593e\u53d6\u5f97 JSON\uff0c\u5c07\u6a94\u6848\u62d6\u5165 ComfyUI\uff0c\u6216\u4f7f\u7528\u8f09\u5165\u5de5\u4f5c\u6d41\u7a0b\u529f\u80fd\u958b\u555f\u3002<\/div>\n<\/li>\n<li>\n<div><strong>\u8a2d\u5b9a\u7b2c 01 \u5f35\u4e3b\u8981\u5716\u7247\u3002<\/strong>\u7b2c 01 \u500b <code class=\"inline\">LoadImage<\/code> \u9810\u8a2d\u555f\u7528\uff0c\u8acb\u5148\u628a\u9810\u8a2d\u4f54\u4f4d\u5716\u63db\u6210\u81ea\u5df1\u7684\u5716\u7247\u3002<\/div>\n<\/li>\n<li>\n<div><strong>\u4f9d\u9700\u6c42\u958b\u555f\u53c3\u8003\u5716\u3002<\/strong>\u7b2c 02 \u81f3 10 \u5f35\u9810\u8a2d\u70ba Bypass\u3002\u9078\u64c7\u5716\u7247\u5f8c\uff0c\u9ede\u9078\u8a72\u8f09\u5716\u7bc0\u9ede\u4e26\u6309 <code class=\"inline\">Ctrl+B<\/code> \u5207\u63db\u555f\u7528\uff1b\u518d\u6309\u4e00\u6b21\u53ef\u5207\u56de Bypass\u3002\u958b\u555f\u7684\u7bc0\u9ede\u8acb\u78ba\u5be6\u6307\u5b9a\u6709\u6548\u5716\u7247\u3002<\/div>\n<\/li>\n<li>\n<div><strong>\u8f38\u5165\u63d0\u793a\u8a5e\u4e26\u751f\u6210\u3002<\/strong>\u8aaa\u660e\u6bcf\u5f35\u555f\u7528\u5716\u7247\u8ca0\u8cac\u7684\u89d2\u8272\uff0c\u518d\u65bc Qwen-Image-2.1 \u7bc0\u9ede\u8a2d\u5b9a\u89e3\u6790\u5ea6\u3001\u6b65\u6578\u7b49\u53c3\u6578\u4e26\u57f7\u884c\u3002\u53c3\u8003\u5716\u8d8a\u591a\u3001\u89e3\u6790\u5ea6\u8d8a\u9ad8\uff0c\u901a\u5e38\u9700\u8981\u66f4\u591a\u8a18\u61b6\u9ad4\u8207\u6642\u9593\u3002<\/div>\n<\/li>\n<\/ol>\n<figure><img decoding=\"async\" src=\"https:\/\/skypray.synology.me\/blog\/wp-content\/uploads\/2026\/09\/qwen-image-2-1-workflow-ctrlb-toggle.png\" alt=\"Qwen-Image-2.1 \u5341\u5716\u5de5\u4f5c\u6d41\u7a0b\uff1aMarkdown Note \u8aaa\u660e Ctrl+B \u958b\u95dc\u5f35\u6578\uff0c\u4e0b\u65b9 01~10 \u865f LoadImage \u7bc0\u9ede\u4ee5\u85cd\u7dda\u9023\u5230 Qwen-Image-2.1 \u7bc0\u9ede\u7684 image_1 \u81f3 image_10\" loading=\"lazy\" \/><figcaption>\u756b\u5e03\u5de6\u4e0a\u89d2\u7684 Markdown Note \u6703\u63d0\u9192\u64cd\u4f5c\u65b9\u5f0f\uff1a\u7b2c 01 \u5f35\u9810\u8a2d\u555f\u7528\u300102\uff5e10 \u5f35\u9810\u8a2d Bypass\uff1b\u8981\u7528\u7b2c\u5e7e\u5f35\u53c3\u8003\u5716\uff0c\u5c31\u9ede\u9078\u8a72 LoadImage \u7bc0\u9ede\u6309\u4e00\u6b21 <code class=\"inline\">Ctrl+B<\/code> \u555f\u7528\uff08\u518d\u6309\u4e00\u6b21\u5207\u56de Bypass\uff09\u3002\u53f3\u5074 Qwen-Image-2.1 \u7bc0\u9ede\u6703\u4f9d\u5be6\u969b\u555f\u7528\u7684\u7bc0\u9ede\u9806\u5e8f\uff0c\u5c0d\u61c9 image_1\u3001image_2\u2026\u2026\u3002<\/figcaption><\/figure>\n<div class=\"callout\"><strong>\u5716\u7247\u6392\u5e8f\u898f\u5247<\/strong><\/p>\n<p>\u63d0\u793a\u8a5e\u4e2d\u7684\u5716\u7247\u7de8\u865f\u4f9d<strong>\u5be6\u969b\u555f\u7528\u7684\u8f09\u5716\u7bc0\u9ede\u9806\u5e8f<\/strong>\u9023\u7e8c\u6392\u5217\u3002\u4f8b\u5982\u53ea\u555f\u7528 01 \u8207 03\uff0c\u5169\u5f35\u6709\u6548\u5716\u7247\u5728\u63d0\u793a\u8a5e\u4e2d\u4f9d\u5e8f\u662f <code class=\"inline\">&lt;image1&gt;<\/code> \u548c <code class=\"inline\">&lt;image2&gt;<\/code>\uff1b\u539f\u672c\u7684\u7bc0\u9ede 03 \u4e0d\u4e00\u5b9a\u5c0d\u61c9 <code class=\"inline\">&lt;image3&gt;<\/code>\u3002<\/p>\n<\/div>\n<h3>\u57fa\u672c\u8a2d\u5b9a\uff1aCFG\u3001Steps \u8207\u89e3\u6790\u5ea6<\/h3>\n<p>Qwen-Image-2.1 \u7bc0\u9ede\u672c\u8eab\u4e5f\u80fd\u8abf\u6574\u751f\u6210\u53c3\u6578\uff1a<code class=\"inline\">steps<\/code> \u53ef\u8996\u786c\u9ad4\u8abf\u6574\uff0c\u6293 <strong>15\uff5e25<\/strong> \u4e4b\u9593\u5373\u53ef\uff0c\u6b65\u6578\u6108\u591a\u7d30\u7bc0\u901a\u5e38\u6108\u7a69\u5b9a\uff0c\u4f46\u901f\u5ea6\u4e5f\u6108\u6162\uff1b<code class=\"inline\">cfg<\/code>\u3001<code class=\"inline\">sampler<\/code>\u3001<code class=\"inline\">scheduler<\/code> \u4e5f\u90fd\u5728\u540c\u4e00\u500b\u7bc0\u9ede\u3002<\/p>\n<div class=\"callout\"><strong>resolution \u9810\u8a2d\u662f Auto\uff0c\u8a18\u5f97\u624b\u52d5\u6539\u6210 768<\/strong><\/p>\n<p>\u540c\u4e00\u500b\u7bc0\u9ede\u9084\u6709\u4e00\u500b <code class=\"inline\">resolution<\/code> \u4e0b\u62c9\u9078\u55ae\uff0c\u9810\u8a2d\u503c\u662f <strong>0\uff08Auto\uff09<\/strong>\u2014\u2014\u610f\u601d\u662f\u76f4\u63a5\u6cbf\u7528\u53c3\u8003\u5716\u7247\u7684\u539f\u59cb\u5c3a\u5bf8\u751f\u6210\u3002\u5982\u679c\u53c3\u8003\u5716\u662f\u624b\u6a5f\u62cd\u7684\u9ad8\u89e3\u6790\u5ea6\u7167\u7247\uff08\u4f8b\u5982 4000\u00d73000\uff09\uff0c\u4fdd\u6301 Auto \u5c31\u6703\u7167\u8457\u9019\u500b\u5c3a\u5bf8\u4e0b\u53bb\u751f\u6210\uff0c\u5f88\u5bb9\u6613\u8d85\u51fa\u986f\u793a\u5361\u8a18\u61b6\u9ad4\u800c\u5831\u932f\u6216\u7576\u6a5f\u3002\u5efa\u8b70\u624b\u52d5\u628a <code class=\"inline\">resolution<\/code> \u6539\u9078 <strong>768<\/strong>\uff0c\u628a\u751f\u6210\u5c3a\u5bf8\u56fa\u5b9a\u5728\u4e00\u500b\u6e2c\u8a66\u904e\u3001\u591a\u6578\u986f\u793a\u5361\u90fd\u5403\u5f97\u4e0b\u7684\u5b89\u5168\u7bc4\u570d\uff0c\u9664\u975e\u4f60\u5f88\u78ba\u5b9a\u53c3\u8003\u5716\u5c3a\u5bf8\u5920\u5c0f\u3001\u8a18\u61b6\u9ad4\u4e5f\u5920\u7528\u3002<\/p>\n<\/div>\n<p>\u82e5\u628a <code class=\"inline\">custom_size<\/code> \u6253\u958b\uff08\u9810\u8a2d <code class=\"inline\">false<\/code>\uff09\uff0c\u624d\u6703\u6539\u7528\u4e0b\u65b9\u300c\u89e3\u6790\u5ea6\u9078\u64c7\u5668\u300d\u7bc0\u9ede\uff1a\u7528\u9577\u5bec\u6bd4\uff08\u4f8b\u5982 9:16\uff09\u642d\u914d\u767e\u842c\u50cf\u7d20\u8207\u500d\u6578\u8a08\u7b97\u51fa\u5be6\u969b\u5bec\u9ad8\uff0c\u63a5\u5230 Qwen-Image-2.1 \u7bc0\u9ede\u7684 <code class=\"inline\">width<\/code>\uff0f<code class=\"inline\">height<\/code>\u3002<code class=\"inline\">custom_size<\/code> \u4fdd\u6301\u95dc\u9589\u6642\uff0c\u9019\u5169\u500b\u8f38\u5165\u4e0d\u6703\u751f\u6548\uff0c\u5be6\u969b\u751f\u6210\u5c3a\u5bf8\u4ecd\u4ee5 <code class=\"inline\">resolution<\/code> \u9078\u55ae\uff08\u542b\u4e0a\u9762\u63d0\u5230\u7684 Auto\uff0f768\uff09\u70ba\u6e96\u3002<\/p>\n<figure><img decoding=\"async\" src=\"https:\/\/skypray.synology.me\/blog\/wp-content\/uploads\/2026\/09\/qwen-image-2-1-workflow-steps-resolution.png\" alt=\"Qwen-Image-2.1 \u7bc0\u9ede\u57fa\u672c\u8a2d\u5b9a\uff1acfg\u3001steps\u3001sampler\u3001scheduler\u3001seed\uff0c\u4ee5\u53ca\u4e0b\u65b9\u89e3\u6790\u5ea6\u9078\u64c7\u5668\u7bc0\u9ede\u7684\u9577\u5bec\u6bd4\u3001\u767e\u842c\u50cf\u7d20\u8207\u500d\u6578\u8a2d\u5b9a\" loading=\"lazy\" \/><figcaption>Qwen-Image-2.1 \u7bc0\u9ede\u7684 cfg\uff0fsteps\uff0fsampler\uff0fscheduler\uff0c\u4ee5\u53ca\u300c\u89e3\u6790\u5ea6\u9078\u64c7\u5668\u300d\u7bc0\u9ede\u7684\u9577\u5bec\u6bd4\u3001\u767e\u842c\u50cf\u7d20\u3001\u500d\u6578\u8a2d\u5b9a\u2014\u2014\u9019\u4e9b\u90fd\u53ef\u4f9d\u5be6\u969b\u9700\u6c42\u8abf\u6574\uff0c\u4e0d\u662f\u5beb\u6b7b\u7684\u53c3\u6578\u3002<\/figcaption><\/figure>\n<\/section>\n<section id=\"syntax\">\n<h2>\u5716\u7247\u5f15\u7528\u8a9e\u6cd5\u8207\u63d0\u793a\u8a5e\u7bc4\u4f8b<\/h2>\n<p>\u53e3\u8a9e\u4e0a\u53ef\u4ee5\u7a31\u4f5c\u300c&lt;image 1&gt;\u3001&lt;image 2&gt;\u300d\uff0c\u4f46\u5728\u76ee\u524d ComfyUI \u7684 Qwen-Image-2.1 \u5be6\u4f5c\u8207\u6b64\u5de5\u4f5c\u6d41\u7a0b\u4e2d\uff0c<strong>\u5be6\u969b\u6a19\u8a18\u5beb\u6cd5\u662f\u6c92\u6709\u7a7a\u683c\u7684 <code class=\"inline\">&lt;image1&gt;<\/code>\u3001<code class=\"inline\">&lt;image2&gt;<\/code><\/strong>\u3002\u4ee5\u4e0b\u7bc4\u4f8b\u53ef\u76f4\u63a5\u8907\u88fd\u5230\u63d0\u793a\u8a5e\u6b04\uff0c\u518d\u66ff\u63db\u6210\u81ea\u5df1\u7684\u9700\u6c42\u3002<\/p>\n<div class=\"prompt\">\n<div class=\"prompt-head\"><span>\u55ae\u5716\u7de8\u8f2f \u00b7 \u555f\u7528 01<\/span><button class=\"copy\" type=\"button\" data-copy=\"qwen21-single\">\u8907\u88fd\u7bc4\u4f8b<\/button><\/div>\n<pre><code id=\"qwen21-single\">\u4ee5 &lt;image1&gt; \u70ba\u539f\u5716\u3002\u4fdd\u7559\u4eba\u7269\u7684\u81c9\u90e8\u7279\u5fb5\u3001\u9aee\u578b\u3001\u8863\u8457\u8207\u59ff\u52e2\uff0c\u53ea\u5c07\u80cc\u666f\u6539\u6210\u9ec3\u660f\u6d77\u908a\uff1b\u5149\u7dda\u65b9\u5411\u81ea\u7136\u4e00\u81f4\uff0c\u4eba\u7269\u6bd4\u4f8b\u8207\u756b\u9762\u69cb\u5716\u7dad\u6301\u7a69\u5b9a\u3002<\/code><\/pre>\n<\/div>\n<div class=\"prompt\">\n<div class=\"prompt-head\"><span>\u96d9\u5716\u5408\u6210 \u00b7 \u555f\u7528 01\u300102<\/span><button class=\"copy\" type=\"button\" data-copy=\"qwen21-double\">\u8907\u88fd\u7bc4\u4f8b<\/button><\/div>\n<pre><code id=\"qwen21-double\">\u4ee5 &lt;image1&gt; \u7684\u4eba\u7269\u4f5c\u70ba\u4e3b\u89d2\uff0c\u4fdd\u7559\u81c9\u90e8\u7279\u5fb5\u8207\u9ad4\u578b\uff1b\u53c3\u8003 &lt;image2&gt; \u7684\u670d\u88dd\u6b3e\u5f0f\u8207\u6750\u8cea\uff0c\u8b93\u4e3b\u89d2\u7a7f\u4e0a\u8a72\u670d\u88dd\u3002\u80cc\u666f\u63a1\u67d4\u548c\u7684\u651d\u5f71\u68da\u5149\u7dda\uff0c\u670d\u88dd\u8cbc\u5408\u81ea\u7136\uff0c\u4eba\u7269\u8eab\u5206\u4fdd\u6301\u4e00\u81f4\u3002<\/code><\/pre>\n<\/div>\n<div class=\"prompt\">\n<div class=\"prompt-head\"><span>\u8df3\u683c\u4f7f\u7528 \u00b7 \u53ea\u555f\u7528\u7bc0\u9ede 01\u300103<\/span><button class=\"copy\" type=\"button\" data-copy=\"qwen21-skipped\">\u8907\u88fd\u7bc4\u4f8b<\/button><\/div>\n<pre><code id=\"qwen21-skipped\">\u4f7f\u7528 &lt;image1&gt; \u7684\u4eba\u7269\uff0c\u4e26\u53c3\u8003 &lt;image2&gt; \u7684\u5834\u666f\u8a2d\u8a08\uff0c\u628a\u4eba\u7269\u653e\u5165\u8a72\u5834\u666f\u3002\u4fdd\u7559\u4eba\u7269\u539f\u672c\u7684\u4e94\u5b98\u8207\u670d\u88dd\uff1b\u878d\u5408\u5149\u5f71\u8207\u900f\u8996\uff0c\u756b\u9762\u81ea\u7136\u3002<\/code><\/pre>\n<\/div>\n<div class=\"prompt\">\n<div class=\"prompt-head\"><span>\u591a\u5716\u7d44\u5408 \u00b7 \u555f\u7528 01\u300102\u300103\u300104<\/span><button class=\"copy\" type=\"button\" data-copy=\"qwen21-multi\">\u8907\u88fd\u7bc4\u4f8b<\/button><\/div>\n<pre><code id=\"qwen21-multi\">\u4ee5 &lt;image1&gt; \u7684\u4eba\u7269\u4f5c\u70ba\u4e3b\u89d2\uff0c\u4fdd\u7559\u5176\u8eab\u5206\u8207\u9aee\u578b\uff1b\u7a7f\u4e0a &lt;image2&gt; \u7684\u5916\u5957\uff0c\u642d\u914d &lt;image3&gt; \u7684\u624b\u63d0\u5305\uff1b\u7f6e\u65bc &lt;image4&gt; \u7684\u8857\u666f\u4e2d\u3002\u7522\u51fa\u81ea\u7136\u3001\u5b8c\u6574\u7684\u5168\u8eab\u6642\u5c1a\u651d\u5f71\uff0c\u56db\u5f35\u53c3\u8003\u5716\u7684\u89d2\u8272\u4e0d\u5f97\u6df7\u6dc6\u3002<\/code><\/pre>\n<\/div>\n<p class=\"small\">\u8a9e\u6cd5\u6838\u5c0d\uff1a<a href=\"https:\/\/github.com\/Comfy-Org\/ComfyUI\/blob\/master\/comfy\/text_encoders\/qwen_image21.py\" target=\"_blank\" rel=\"noopener\">ComfyUI Qwen-Image-2.1 tokenizer<\/a> \u6703\u7522\u751f <code class=\"inline\">&lt;image1&gt;<\/code> \u683c\u5f0f\uff1b<a href=\"https:\/\/github.com\/QwenLM\/Qwen-Image-2.1\" target=\"_blank\" rel=\"noopener\">Qwen \u5b98\u65b9\u5c08\u6848<\/a>\u4ea6\u7528\u7121\u7a7a\u683c\u7684\u5716\u7247\u7d22\u5f15\u7bc4\u4f8b\u3002<\/p>\n<\/section>\n<section id=\"resources\">\n<h2>\u4e0b\u8f09\u8207\u5ef6\u4f38\u95b1\u8b80<\/h2>\n<div class=\"resource\">\n<h3>\u672c\u6587\u642d\u914d\u7684\u5de5\u4f5c\u6d41\u7a0b<\/h3>\n<p><strong>Qwen-Image-2.1-Edit-10Ref-Toggles.json<\/strong><br \/><a href=\"https:\/\/drive.google.com\/drive\/folders\/1ygqi9dsXoA464YzsSDMoLRaj_IR1uUV5\" target=\"_blank\" rel=\"noopener\">\u524d\u5f80 Google Drive \u8cc7\u6599\u593e\u5c0b\u627e\u5de5\u4f5c\u6d41\u7a0b \u2197<\/a><\/p>\n<p class=\"small\">\u6b64\u9023\u7d50\u662f\u8cc7\u6599\u593e\u5165\u53e3\uff0c\u5be6\u969b\u6a94\u6848\u8207\u5206\u4eab\u6b0a\u9650\u8acb\u4ee5\u8cc7\u6599\u593e\u76ee\u524d\u5167\u5bb9\u70ba\u6e96\u3002<\/p>\n<\/div>\n<div class=\"resource\">\n<h3>\u6a21\u578b\u8207\u5b98\u65b9\u7bc4\u4f8b<\/h3>\n<p><a href=\"https:\/\/huggingface.co\/Comfy-Org\/Qwen-Image-2.1\" target=\"_blank\" rel=\"noopener\">ComfyUI \u76f8\u5bb9\u6a21\u578b\u6a94\u8207\u5b98\u65b9 workflow<\/a> \u00b7 <a href=\"https:\/\/github.com\/QwenLM\/Qwen-Image-2.1\" target=\"_blank\" rel=\"noopener\">Qwen-Image-2.1 \u5b98\u65b9\u5c08\u6848\u8207\u6280\u8853\u8aaa\u660e<\/a><\/p>\n<p class=\"small\">\u672c\u9801\u7684 <a href=\"#models\">\u6a21\u578b\u5b89\u88dd\u6e05\u55ae<\/a>\u5df2\u4f9d\u6b64\u5de5\u4f5c\u6d41\u7a0b\u7684\u9810\u8a2d\u8a2d\u5b9a\u5217\u51fa\u4e09\u500b\u5fc5\u8981\u6a94\u6848\u8207\u653e\u7f6e\u4f4d\u7f6e\u3002<\/p>\n<\/div>\n<\/section>\n<p><a href=\"#toc\">\u2191 \u56de\u5230\u76ee\u9304<\/a><\/p>\n<\/div>\n<\/article>\n<p><script>\n(function(){\n  document.querySelectorAll('.qwen21-guide [data-copy]').forEach(function(button){\n    button.addEventListener('click', function(){\n      var content = document.getElementById(button.dataset.copy);\n      if (!content) return;\n      var text = content.textContent;\n      var done = function(){\n        var original = button.textContent;\n        button.textContent = '\u5df2\u8907\u88fd';\n        setTimeout(function(){ button.textContent = original; }, 1600);\n      };\n      if (navigator.clipboard && navigator.clipboard.writeText) {\n        navigator.clipboard.writeText(text).then(done).catch(function(){ button.textContent = 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\u4f7f\u7528\u65b9\u6cd5\uff0c\u4ee5\u53ca\u5716\u7247\u5f15\u7528\u8a9e\u6cd5\u7bc4\u4f8b\u3002<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7],"tags":[31],"class_list":["post-1969","post","type-post","status-publish","format-standard","hentry","category-computer","tag-ai_workflow"],"_links":{"self":[{"href":"https:\/\/skypray.synology.me\/blog\/wp-json\/wp\/v2\/posts\/1969","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/skypray.synology.me\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/skypray.synology.me\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/skypray.synology.me\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/skypray.synology.me\/blog\/wp-json\/wp\/v2\/comments?post=1969"}],"version-history":[{"count":4,"href":"https:\/\/skypray.synology.me\/blog\/wp-json\/wp\/v2\/posts\/1969\/revisions"}],"predecessor-version":[{"id":1975,"href":"https:\/\/skypray.synology.me\/blog\/wp-json\/wp\/v2\/posts\/1969\/revisions\/1975"}],"wp:attachment":[{"href":"https:\/\/skypray.synology.me\/blog\/wp-json\/wp\/v2\/media?parent=1969"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/skypray.synology.me\/blog\/wp-json\/wp\/v2\/categories?post=1969"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/skypray.synology.me\/blog\/wp-json\/wp\/v2\/tags?post=1969"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}