{"id":21747,"date":"2025-12-23T12:35:55","date_gmt":"2025-12-23T04:35:55","guid":{"rendered":"https:\/\/mnya.tw\/cc\/?p=21747"},"modified":"2025-12-31T22:59:35","modified_gmt":"2025-12-31T14:59:35","slug":"2665","status":"publish","type":"post","link":"https:\/\/mnya.tw\/cc\/word\/2665.html","title":{"rendered":"ComfyUI x Qwen-Rapid-AIO\uff1a\u5716\u7247\u7de8\u8f2f\u5de5\u4f5c\u6d41\u7684\u6975\u7c21\u89e3\u6cd5\uff08\u9644\u5de5\u4f5c\u6d41\uff09"},"content":{"rendered":"<p>\u60f3\u5728\u672c\u5730\u7528<strong>\u4e2d\u6587\u63d0\u793a\u8a5e<\/strong>\uff0c\u76f4\u63a5\u5c0d\u5716\u7247\u4e0b\u6307\u4ee4\uff0c\u5b8c\u6210\u300c\u63db\u8863\u670d\u3001\u63db\u80cc\u666f\u3001\u5408\u6210\u591a\u5f35\u5716\u7247\u300d\u9019\u985e\u904e\u53bb\u8981\u9760\u591a\u6a21\u578b\u3001\u591a\u7bc0\u9ede\u624d\u80fd\u505a\u5230\u7684\u5716\u7247\u7de8\u8f2f\u5de5\u4f5c\uff1f\u9019\u7bc7\u6587\u7ae0\u8981\u4ecb\u7d39\u7684\u662f\u4e00\u689d<strong>\u6975\u5ea6\u7cbe\u7c21\u3001\u4f46\u529f\u80fd\u5b8c\u6574<\/strong>\u7684 ComfyUI \u5716\u7247\u7de8\u8f2f\u5de5\u4f5c\u6d41\uff0c\u6838\u5fc3\u53ea\u4ef0\u8cf4\u4e00\u500b\u6a21\u578b\uff1a<strong>Qwen-Rapid-AIO<\/strong>\u3002<\/p>\n<p><strong>Qwen-Rapid-AIO \u7684\u5168\u7a31\u70ba Qwen-Image-Edit-Rapid-AIO<\/strong>\u3002\u5b83\u7684\u5b9a\u4f4d\u5f88\u660e\u78ba\uff1a<strong>\u628a\u52a0\u901f\u5668\uff08accelerators\uff09\u3001VAE \u8207 CLIP \u76f4\u63a5\u5408\u4f75\u6574\u5408<\/strong>\uff0c\u8b93\u4f60\u53ef\u4ee5\u7528\u66f4\u7c21\u55ae\u7684\u65b9\u5f0f\u3001\u7528\u66f4\u5feb\u7684\u901f\u5ea6\uff0c\u5728\u672c\u6a5f\u5b8c\u6210 Qwen Image Edit \u7684\u5716\u7247\u7de8\u8f2f\uff08\u540c\u6642\u4e5f\u652f\u63f4\u6587\u5b57\u751f\u5716\uff09\u3002<\/p>\n<p>\u9019\u689d\u5de5\u4f5c\u6d41\u7684\u8a2d\u8a08\u76ee\u6a19\u5f88\u55ae\u7d14\uff1a<strong>\u7528\u6700\u5c11\u7684\u7bc0\u9ede\uff0c\u5b8c\u6210\u6700\u5e38\u898b\u3001\u6700\u5be6\u7528\u7684\u5716\u7247\u7de8\u8f2f\u6d41\u7a0b<\/strong>\u3002\u4f60\u53ef\u4ee5\u76f4\u63a5\u7528\u81ea\u7136\u8a9e\u8a00\u63cf\u8ff0\u300c\u8981\u600e\u9ebc\u6539\u5716\u300d\uff0c\u4f8b\u5982\u628a A \u5716\u7684\u670d\u88dd\u5957\u5230 B \u5716\u7684\u4eba\u7269\u8eab\u4e0a\uff0c\u518d\u653e\u9032 C \u5716\u7684\u5834\u666f\u4e2d\uff0c\u800c\u4e0d\u9700\u8981\u984d\u5916\u62c6 Mask\u3001\u63a5 ControlNet\u3001\u6216\u5806\u758a\u591a\u500b LoRA\u3002<\/p>\n<h2><span style=\"color: #0000ff;\">Qwen-Rapid-AIO \u662f\u4ec0\u9ebc\uff1f\u70ba\u4ec0\u9ebc\u9069\u5408\u505a\u5716\u7247\u7de8\u8f2f\uff1f<\/span><\/h2>\n<p><strong>Qwen-Image-Edit-Rapid-AIO<\/strong> \u662f\u901a\u7fa9\u5343\u554f\uff08Qwen\uff09\u5716\u50cf\u7de8\u8f2f\u6a21\u578b\u7684\u6574\u5408\u52a0\u901f\u7248\u672c\uff0c\u6700\u5927\u7279\u8272\u5728\u65bc\uff1a<\/p>\n<ul>\n<li>\u540c\u6642\u7406\u89e3<strong>\u6587\u5b57 + \u591a\u5f35\u5716\u7247<\/strong><\/li>\n<li>\u76f4\u63a5\u7528\u81ea\u7136\u8a9e\u8a00\u63cf\u8ff0<strong>\u300c\u7de8\u8f2f\u95dc\u4fc2\u300d<\/strong><\/li>\n<li>\u628a\u00a0<strong>accelerators \/ VAE \/ CLIP<\/strong> \u5408\u4f75\u5c01\u88dd\uff0c\u964d\u4f4e\u5b89\u88dd\u8207\u7ba1\u7406\u6210\u672c<\/li>\n<li>\u5c0d<strong>\u4e2d\u6587\u63d0\u793a\u8a5e<\/strong>\u76f8\u5c0d\u53cb\u5584\uff0c\u9069\u5408\u65e5\u5e38\u5de5\u4f5c\u6d41\u5feb\u901f\u53cd\u8986\u5617\u8a66<\/li>\n<\/ul>\n<p>\u5728 ComfyUI \u7684\u5be6\u52d9\u4f7f\u7528\u4e0a\uff0c\u5b83\u548c\u50b3\u7d71 Stable Diffusion \u5716\u50cf\u7de8\u8f2f\u6d41\u7a0b\u6709\u5f88\u5927\u5dee\u7570\u3002\u904e\u53bb\u5982\u679c\u4f60\u60f3\u5b8c\u6210\u300c\u4eba\u7269\u63db\u8863\uff0b\u63db\u80cc\u666f\u300d\uff0c\u901a\u5e38\u6703\u9700\u8981\uff1a<\/p>\n<ul>\n<li>\u539f\u5716 + Mask\uff08\u6216\u624b\u52d5\u756b\u906e\u7f69\uff09<\/li>\n<li>Inpaint \/ ControlNet \/ \u591a\u500b\u8f14\u52a9\u7bc0\u9ede<\/li>\n<li>\u591a\u6a21\u578b\u642d\u914d\uff08\u6216\u984d\u5916 LoRA\uff09<\/li>\n<li>\u5927\u91cf\u624b\u52d5\u8abf\u53c3\u8207\u53cd\u8986\u8a66\u932f<\/li>\n<\/ul>\n<p>\u800c Qwen-Rapid-AIO \u7684\u505a\u6cd5\u662f\uff1a<strong>\u628a\u9019\u4e9b\u64cd\u4f5c\u300c\u6536\u6582\u6210\u4e00\u53e5\u8a71\u300d\u4ea4\u7d66\u6a21\u578b\u7406\u89e3<\/strong>\u3002<\/p>\n<h2><span style=\"color: #0000ff;\">\u672c\u6b21\u5be6\u6e2c\u74b0\u5883<\/span><\/h2>\n<p>\u786c\u9ad4\u8207\u6e2c\u8a66\u689d\u4ef6\uff1a<\/p>\n<ul>\n<li>\u986f\u793a\u5361\uff1a<strong>RTX 5070 Ti 16GB VRAM<\/strong><\/li>\n<li>\u8a18\u61b6\u9ad4\uff1a<strong>64GB RAM<\/strong><\/li>\n<li>\u5716\u7247\u89e3\u6790\u5ea6\uff1a<strong>1280 \u00d7 960<\/strong><\/li>\n<li>\u6bcf\u6279\u6b21\u751f\u6210\u5f35\u6578\uff1a<strong>1 \u5f35\uff08Batch size 1\uff09<\/strong><\/li>\n<li>\u53d6\u6a23\u6b65\u6578\uff1a<strong>4 steps\uff08\u504f\u5411\u901f\u5ea6\u8207\u7a69\u5b9a\uff09<\/strong><\/li>\n<\/ul>\n<p>\u9019\u6a23\u7684\u8a2d\u5b9a\u91cd\u9ede\u4e0d\u662f\u8ffd\u6c42\u6975\u81f4\u756b\u8cea\uff0c\u800c\u662f\u9a57\u8b49\uff1a<strong>\u5728\u6d88\u8cbb\u7d1a\u986f\u5361\u4e0a\uff0c\u662f\u5426\u80fd\u7a69\u5b9a\u3001\u5feb\u901f\u5b8c\u6210\u6307\u4ee4\u5f0f\u5716\u7247\u7de8\u8f2f<\/strong>\u3002<\/p>\n<h2><span style=\"color: #0000ff;\">\u74b0\u5883\u914d\u7f6e\u8207\u6a21\u578b\u653e\u7f6e<\/span><\/h2>\n<p>\u8acb\u5148\u5b8c\u6210 ComfyUI \u7684\u57fa\u672c\u5b89\u88dd\u4e26\u80fd\u6b63\u5e38\u555f\u52d5\u4ecb\u9762<a href=\"https:\/\/mnya.tw\/cc\/word\/2407.html\" target=\"_blank\" rel=\"noopener\">\uff08\u6559\u5b78\u9ede\u6211\uff09<\/a>\u3002\u63a5\u8457\uff0c\u9019\u5957 AIO \u7684\u512a\u52e2\u5c31\u662f\uff1a\u4f60\u901a\u5e38\u53ea\u9700\u8981\u6e96\u5099<strong>\u4e00\u500b\u4e3b\u8981\u6a21\u578b\u6a94<\/strong>\u5c31\u80fd\u958b\u5de5\u3002<\/p>\n<h3>\u6a21\u578b\u8207\u8def\u5f91<\/h3>\n<ul>\n<li><strong>Checkpoint\uff08All-in-One\uff09<\/strong>\uff1a<code>Qwen-Rapid-AIO-NSFW-v14.1.safetensors<\/code><a href=\"https:\/\/huggingface.co\/Phr00t\/Qwen-Image-Edit-Rapid-AIO\/tree\/main\" target=\"_blank\" rel=\"noopener\">\uff3b\ud83d\udd17 \u4e0b\u8f09\u9ede\uff3d<\/a><br \/>\n\ud83d\udcc1 \u653e\u7f6e \u2192 <code>ComfyUI\/models\/checkpoints\/<\/code><\/li>\n<\/ul>\n<p>\u8207\u50b3\u7d71\u6d41\u7a0b\u4e0d\u540c\u7684\u662f\uff1a<strong>accelerators\u3001VAE \u8207 CLIP \u5df2\u7d93\u88ab\u5408\u4f75\u6574\u5408\u5230\u540c\u4e00\u500b checkpoint\uff08\u6216\u540c\u4e00\u5957\u5c01\u88dd\uff09\u88e1<\/strong>\uff0c\u4f60\u4e0d\u9700\u8981\u518d\u5206\u5225\u4e0b\u8f09\u8207\u7ba1\u7406\u591a\u500b\u6b0a\u91cd\u6a94\uff0c\u9019\u4e5f\u662f\u300cAIO\u300d\u547d\u540d\u7684\u6838\u5fc3\u610f\u7fa9\uff1a<strong>\u597d\u653e\u3001\u597d\u8f09\u3001\u597d\u8dd1<\/strong>\u3002\u6211\u4f7f\u7528 NSFW v14.1\uff0c\u6a94\u6848\u5927\u5c0f\u7d04 26.4 GB\uff0c\u82e5\u6709\u65b0\u7248\u7684\u6a21\u578b\u4e5f\u53ef\u4ee5\u76f4\u63a5\u4f7f\u7528\u3002v5 \u53ca\u66f4\u9ad8\u7248\u672c\u5206\u5225\u63d0\u4f9b NSFW \u548c SFW \u7248\u672c\uff0c\u8acb\u6839\u64da\u60a8\u7684\u4f7f\u7528\u60c5\u5883\u9078\u64c7\u5408\u9069\u7684\u6a21\u578b\u3002<\/p>\n<h2><span style=\"color: #0000ff;\">\u5de5\u4f5c\u6d41\uff08QwenRapidAIO.json\uff09<\/span><\/h2>\n<p>\u5c07\u4e0b\u5217\u5167\u5bb9\u8907\u88fd\u5230\u6587\u5b57\u7de8\u8f2f\u5668\uff0c\u5132\u5b58\u70ba <code>QwenRapidAIO.json<\/code>\u00a0\u5f8c\u5373\u53ef\u5728 ComfyUI \u532f\u5165\u3002<\/p>\n<pre class=\"line-numbers\"><code class=\"language-json\">{\"id\":\"760f2540-ff7c-4d78-b027-039b92615744\",\"revision\":0,\"last_node_id\":24,\"last_link_id\":52,\"nodes\":[{\"id\":22,\"type\":\"TextEncodeQwenImageEdit\",\"pos\":[-850,250],\"size\":[400,210],\"flags\":{},\"order\":6,\"mode\":0,\"inputs\":[{\"name\":\"clip\",\"type\":\"CLIP\",\"link\":45},{\"name\":\"vae\",\"shape\":7,\"type\":\"VAE\",\"link\":46},{\"name\":\"image\",\"shape\":7,\"type\":\"IMAGE\",\"link\":null}],\"outputs\":[{\"name\":\"CONDITIONING\",\"type\":\"CONDITIONING\",\"links\":[47]}],\"title\":\"TextEncodeQwenImageEdit (\u8ca0\u9762\u63d0\u793a\u8a5e)\",\"properties\":{\"Node name for S&amp;R\":\"TextEncodeQwenImageEdit\"},\"widgets_values\":[\"\"],\"color\":\"#322\",\"bgcolor\":\"#533\"},{\"id\":7,\"type\":\"KSampler\",\"pos\":[-431.9048296409299,-41.249806692962636],\"size\":[270,262],\"flags\":{},\"order\":7,\"mode\":0,\"inputs\":[{\"name\":\"model\",\"type\":\"MODEL\",\"link\":35},{\"name\":\"positive\",\"type\":\"CONDITIONING\",\"link\":41},{\"name\":\"negative\",\"type\":\"CONDITIONING\",\"link\":47},{\"name\":\"latent_image\",\"type\":\"LATENT\",\"link\":51}],\"outputs\":[{\"name\":\"LATENT\",\"type\":\"LATENT\",\"links\":[48]}],\"properties\":{\"Node name for S&amp;R\":\"KSampler\"},\"widgets_values\":[729324562106631,\"randomize\",4,1.5,\"er_sde\",\"beta\",1]},{\"id\":1,\"type\":\"LoadImage\",\"pos\":[-1491.6487378723134,-226.93944223403932],\"size\":[300,320],\"flags\":{},\"order\":0,\"mode\":0,\"inputs\":[],\"outputs\":[{\"name\":\"IMAGE\",\"type\":\"IMAGE\",\"links\":[31]},{\"name\":\"MASK\",\"type\":\"MASK\",\"links\":null}],\"title\":\"\u57161\",\"properties\":{\"Node name for S&amp;R\":\"LoadImage\"},\"widgets_values\":[\"ComfyUI_00244_.png\",\"image\"],\"color\":\"#2a363b\",\"bgcolor\":\"#3f5159\"},{\"id\":3,\"type\":\"LoadImage\",\"pos\":[-1176.5744446807864,-25.904737872313994],\"size\":[300,320],\"flags\":{},\"order\":1,\"mode\":0,\"inputs\":[],\"outputs\":[{\"name\":\"IMAGE\",\"type\":\"IMAGE\",\"links\":[33]},{\"name\":\"MASK\",\"type\":\"MASK\",\"links\":null}],\"title\":\"\u57163\",\"properties\":{\"Node name for S&amp;R\":\"LoadImage\"},\"widgets_values\":[\"ComfyUI_00246_.png\",\"image\"],\"color\":\"#2a363b\",\"bgcolor\":\"#3f5159\"},{\"id\":2,\"type\":\"LoadImage\",\"pos\":[-1490.4774757446298,134.7733689361574],\"size\":[300,320],\"flags\":{},\"order\":2,\"mode\":0,\"inputs\":[],\"outputs\":[{\"name\":\"IMAGE\",\"type\":\"IMAGE\",\"links\":[32]},{\"name\":\"MASK\",\"type\":\"MASK\",\"links\":null}],\"title\":\"\u57162\",\"properties\":{\"Node name for S&amp;R\":\"LoadImage\"},\"widgets_values\":[\"\u4f4e\u80f8\u9ed1\u8272\u6d0b\u88dd.png\",\"image\"],\"color\":\"#2a363b\",\"bgcolor\":\"#3f5159\"},{\"id\":23,\"type\":\"EmptyLatentImage\",\"pos\":[-1175.7839881441319,335.91982294493937],\"size\":[300,110],\"flags\":{},\"order\":3,\"mode\":0,\"inputs\":[],\"outputs\":[{\"name\":\"LATENT\",\"type\":\"LATENT\",\"links\":[51]}],\"properties\":{\"Node name for S&amp;R\":\"EmptyLatentImage\"},\"widgets_values\":[1280,960,1]},{\"id\":19,\"type\":\"TextEncodeQwenImageEditPlus\",\"pos\":[-849.938413337491,-49.65787270487071],\"size\":[400,260.555185829773],\"flags\":{},\"order\":5,\"mode\":0,\"inputs\":[{\"name\":\"clip\",\"type\":\"CLIP\",\"link\":36},{\"name\":\"vae\",\"shape\":7,\"type\":\"VAE\",\"link\":38},{\"name\":\"image1\",\"shape\":7,\"type\":\"IMAGE\",\"link\":31},{\"name\":\"image2\",\"shape\":7,\"type\":\"IMAGE\",\"link\":32},{\"name\":\"image3\",\"shape\":7,\"type\":\"IMAGE\",\"link\":33}],\"outputs\":[{\"name\":\"CONDITIONING\",\"type\":\"CONDITIONING\",\"links\":[41]}],\"title\":\"TextEncodeQwenImageEditPlus (\u6b63\u9762\u63d0\u793a\u8a5e)\",\"properties\":{\"Node name for S&amp;R\":\"TextEncodeQwenImageEditPlus\"},\"widgets_values\":[\"\u57162\u670d\u88dd\u7a7f\u5728\u57161\u5c11\u5973\u8eab\u4e0a\uff0c\u4e26\u8b93\u5176\u7ad9\u5728\u57163\u5834\u666f\u4e2d\"],\"color\":\"#232\",\"bgcolor\":\"#353\"},{\"id\":4,\"type\":\"CheckpointLoaderSimple\",\"pos\":[-850,-190],\"size\":[400,100],\"flags\":{},\"order\":4,\"mode\":0,\"inputs\":[],\"outputs\":[{\"name\":\"MODEL\",\"type\":\"MODEL\",\"links\":[35]},{\"name\":\"CLIP\",\"type\":\"CLIP\",\"links\":[36,45]},{\"name\":\"VAE\",\"type\":\"VAE\",\"links\":[38,46,49]}],\"properties\":{\"Node name for S&amp;R\":\"CheckpointLoaderSimple\"},\"widgets_values\":[\"Qwen-Rapid-AIO-NSFW-v14.1.safetensors\"],\"color\":\"#432\",\"bgcolor\":\"#653\"},{\"id\":24,\"type\":\"SaveImage\",\"pos\":[-145.63168896200472,-99.25551434754097],\"size\":[314.5277031053049,443.48382549758196],\"flags\":{},\"order\":9,\"mode\":0,\"inputs\":[{\"name\":\"images\",\"type\":\"IMAGE\",\"link\":52}],\"outputs\":[],\"properties\":{\"Node name for S&amp;R\":\"SaveImage\",\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.64\",\"enableTabs\":false,\"tabWidth\":65,\"tabXOffset\":10,\"hasSecondTab\":false,\"secondTabText\":\"Send Back\",\"secondTabOffset\":80,\"secondTabWidth\":65},\"widgets_values\":[\"QwenRapidAIO\/ComfyUI\"]},{\"id\":8,\"type\":\"VAEDecode\",\"pos\":[-429.3301494637449,262.95071704522655],\"size\":[271.18332425537096,46],\"flags\":{},\"order\":8,\"mode\":0,\"inputs\":[{\"name\":\"samples\",\"type\":\"LATENT\",\"link\":48},{\"name\":\"vae\",\"type\":\"VAE\",\"link\":49}],\"outputs\":[{\"name\":\"IMAGE\",\"type\":\"IMAGE\",\"links\":[52]}],\"properties\":{\"Node name for S&amp;R\":\"VAEDecode\"},\"widgets_values\":[]}],\"links\":[[31,1,0,19,2,\"IMAGE\"],[32,2,0,19,3,\"IMAGE\"],[33,3,0,19,4,\"IMAGE\"],[35,4,0,7,0,\"MODEL\"],[36,4,1,19,0,\"CLIP\"],[38,4,2,19,1,\"VAE\"],[41,19,0,7,1,\"CONDITIONING\"],[45,4,1,22,0,\"CLIP\"],[46,4,2,22,1,\"VAE\"],[47,22,0,7,2,\"CONDITIONING\"],[48,7,0,8,0,\"LATENT\"],[49,4,2,8,1,\"VAE\"],[51,23,0,7,3,\"LATENT\"],[52,8,0,24,0,\"IMAGE\"]],\"groups\":[],\"config\":{},\"extra\":{\"ds\":{\"scale\":0.8264462809917354,\"offset\":[1615.8674613008734,449.94655177735046]},\"workflowRendererVersion\":\"LG\",\"frontendVersion\":\"1.34.9\",\"VHS_latentpreview\":false,\"VHS_latentpreviewrate\":0,\"VHS_MetadataImage\":true,\"VHS_KeepIntermediate\":true},\"version\":0.4}<\/code><\/pre>\n<p>\u532f\u5165\u5de5\u4f5c\u6d41\u5f8c\u82e5\u63d0\u793a\u907a\u5931\u7bc0\u9ede\uff0c\u5efa\u8b70\u4f7f\u7528 <strong>ComfyUI-Manager<\/strong> \u641c\u5c0b\u5b89\u88dd\u76f8\u95dc\u5957\u4ef6\u3002\u5b89\u88dd\u5b8c\u6210\u5f8c<strong>\u52d9\u5fc5\u91cd\u555f ComfyUI<\/strong>\uff0c\u7bc0\u9ede\u624d\u6703\u51fa\u73fe\u5728\u6e05\u55ae\u4e2d\u3002<\/p><div class=\"3a456c955cc9861673f62d33beb7714e\" data-index=\"2\" style=\"float: none; margin:0px;\">\n<script async src=\"https:\/\/pagead2.googlesyndication.com\/pagead\/js\/adsbygoogle.js?client=ca-pub-2683739050533486\"\r\n     crossorigin=\"anonymous\"><\/script>\r\n<ins class=\"adsbygoogle\"\r\n     style=\"display:block; text-align:center;\"\r\n     data-ad-layout=\"in-article\"\r\n     data-ad-format=\"fluid\"\r\n     data-ad-client=\"ca-pub-2683739050533486\"\r\n     data-ad-slot=\"3270345536\"><\/ins>\r\n<script>\r\n     (adsbygoogle = window.adsbygoogle || []).push({});\r\n<\/script>\n<\/div>\n\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2025\/2665-1.jpg\" width=\"1280\" height=\"720\" \/><br \/>\n\u25b2 ComfyUI \u7684\u5de5\u4f5c\u6d41\u622a\u5716\u3002<\/p>\n<p>\u6574\u9ad4\u6d41\u7a0b\u6982\u5ff5\u4e0a\u53ef\u4ee5\u62c6\u6210\u56db\u6bb5\uff1a<\/p>\n<ol>\n<li><strong>Step 1 \u2013 \u8f09\u5165\u6a21\u578b\uff08AIO Checkpoint\uff09<\/strong><\/li>\n<li><strong>Step 2 \u2013 \u8f09\u5165\u5716\u7247\u7d20\u6750\uff08\u53ef\u591a\u5f35\uff09\u8207\u5efa\u7acb\u8f38\u51fa\u5c3a\u5bf8<\/strong><\/li>\n<li><strong>Step 3 \u2013 \u7528\u6587\u5b57\u63cf\u8ff0\u300c\u600e\u9ebc\u6539\u5716\u300d\uff08\u6b63\u5411 \/ \u8ca0\u5411\uff09<\/strong><\/li>\n<li><strong>Step 4 \u2013 \u53d6\u6a23\u3001\u89e3\u78bc\u8207\u8f38\u51fa<\/strong><\/li>\n<\/ol>\n<p>\u96d6\u7136\u7bc0\u9ede\u6578\u91cf\u4e0d\u591a\uff0c\u4f46\u80cc\u5f8c\u6a21\u578b\u4e00\u6b21\u8655\u7406\u4e86\u300c\u5716\u50cf\u7406\u89e3\u3001\u95dc\u4fc2\u63a8\u7406\u3001\u756b\u9762\u751f\u6210\u300d\u4e09\u4ef6\u4e8b\uff0c\u9019\u5c31\u662f\u5b83\u5728\u5de5\u4f5c\u6d41\u5c64\u9762\u80fd\u505a\u5230<strong>\u6975\u7c21<\/strong>\u7684\u539f\u56e0\u3002<\/p>\n<h3>Step 1\uff1a\u8f09\u5165\u6a21\u578b<\/h3>\n<p>\u5728\u5de5\u4f5c\u6d41\u6700\u524d\u6bb5\u4f7f\u7528 <strong>CheckpointLoaderSimple<\/strong> \u8f09\u5165 Qwen-Rapid-AIO\u3002\u9019\u500b\u7bc0\u9ede\u6703\u4e00\u6b21\u6027\u8f38\u51fa\uff1a<\/p>\n<ul>\n<li><strong>MODEL<\/strong><\/li>\n<li><strong>CLIP<\/strong><\/li>\n<li><strong>VAE<\/strong><\/li>\n<\/ul>\n<p>\u5f8c\u7e8c\u6240\u6709\u7bc0\u9ede\u90fd\u6cbf\u7528\u9019\u7d44\u8f38\u51fa\uff0c\u4e0d\u9700\u8981\u518d\u984d\u5916\u63a5\u6587\u5b57\u7de8\u78bc\u5668\u6216\u984d\u5916 VAE\uff0c\u6574\u9ad4\u6d41\u7a0b\u66f4\u76f4\u89c0\u3002<\/p>\n<h3>Step 2\uff1a\u8f09\u5165\u5716\u7247\u8207\u5efa\u7acb\u756b\u5e03<\/h3>\n<p>\u5de5\u4f5c\u6d41\u4e2d\u4f7f\u7528\u591a\u500b <strong>LoadImage<\/strong> \u7bc0\u9ede\u5206\u5225\u8f09\u5165\u4e0d\u540c\u7528\u9014\u7684\u5716\u7247\u7d20\u6750\uff08\u4f8b\u5982\u4eba\u7269\u3001\u670d\u88dd\u3001\u80cc\u666f\uff09\u3002\u540c\u6642\u7528 <strong>EmptyLatentImage<\/strong> \u5efa\u7acb <strong>1280\u00d7960<\/strong> \u7684 latent \u756b\u5e03\uff0c\u4f5c\u70ba\u6700\u7d42\u8f38\u51fa\u5c3a\u5bf8\u57fa\u6e96\u3002<\/p>\n<p>\u9019\u6a23\u7684\u8a2d\u8a08\u597d\u8655\u662f\uff1a\u4f60\u53ef\u4ee5\u628a\u300c\u7d20\u6750\u300d\u8207\u300c\u7d50\u679c\u5c3a\u5bf8\u300d\u5206\u958b\u601d\u8003\uff0c\u6392\u67e5\u554f\u984c\u6642\u4e5f\u66f4\u5bb9\u6613\u5b9a\u4f4d\u3002<\/p>\n<h3>Step 3\uff1a\u4e2d\u6587\u63d0\u793a\u8a5e\uff08Prompt\uff09<\/h3>\n<p>\u9019\u662f\u6574\u689d\u5de5\u4f5c\u6d41\u7684\u6838\u5fc3\uff1a\u628a\u300c\u6211\u8981\u600e\u9ebc\u6539\u5716\u300d\u76f4\u63a5\u7528\u81ea\u7136\u8a9e\u8a00\u8aaa\u6e05\u695a\u3002<\/p>\n<ul>\n<li><strong>TextEncodeQwenImageEditPlus\uff08\u6b63\u9762\u63d0\u793a\u8a5e\uff09<\/strong>\uff1a<br \/>\n\u540c\u6642\u63a5\u6536\u6587\u5b57\u63d0\u793a\u8a5e\u8207\u591a\u5f35\u8f38\u5165\u5716\u7247\uff0c\u8ca0\u8cac\u7522\u751f\u6b63\u5411 Conditioning\u3002\u4f60\u53ef\u4ee5\u8f38\u5165\u985e\u4f3c\uff1a<br \/>\n<code>\u628a\u57162\u670d\u88dd\u7a7f\u5728\u57161\u5c11\u5973\u8eab\u4e0a\uff0c\u4e26\u8b93\u5176\u7ad9\u5728\u57163\u5834\u666f\u4e2d<\/code><\/li>\n<li><strong>TextEncodeQwenImageEdit\uff08\u8ca0\u9762\u63d0\u793a\u8a5e\uff09<\/strong>\uff1a<br \/>\n\u7528\u65bc\u7522\u751f\u8ca0\u5411 Conditioning\u3002\u672c\u5de5\u4f5c\u6d41\u9810\u8a2d\u7559\u767d\uff0c\u964d\u4f4e\u4f7f\u7528\u9580\u6abb\uff1b\u9700\u8981\u66f4\u5f37\u9650\u5236\u6642\u518d\u9010\u6b65\u88dc\u4e0a\u5373\u53ef\u3002<\/li>\n<\/ul>\n<p>\u5982\u679c\u4f60\u904e\u53bb\u7fd2\u6163\u7528\u5927\u91cf\u82f1\u6587 tag \u5806\u758a\u4f86\u63a7\u5236\u7d50\u679c\uff0c\u9019\u5957\u6d41\u7a0b\u7684\u601d\u8def\u6703\u5f88\u4e0d\u4e00\u6a23\uff1a<strong>\u66f4\u50cf\u662f\u5728\u300c\u4e0b\u6307\u4ee4\u300d\u800c\u4e0d\u662f\u300c\u9935\u95dc\u9375\u5b57\u300d<\/strong>\u3002<\/p>\n<h3>Step 4\uff1a\u53d6\u6a23\u5668\u8207\u5f71\u50cf\u8f38\u51fa<\/h3>\n<p>\u5de5\u4f5c\u6d41\u5f8c\u534a\u6bb5\u8ca0\u8cac\u53d6\u6a23\u3001\u89e3\u78bc\u8207\u5132\u5b58\u5716\u7247\uff0c\u4e3b\u8981\u7bc0\u9ede\u5305\u62ec\uff1a<\/p>\n<ul>\n<li><strong>KSampler<\/strong>\uff1a\u6838\u5fc3\u53d6\u6a23\u7bc0\u9ede\u3002\u672c\u5de5\u4f5c\u6d41\u63a1\u7528\u504f\u901f\u5ea6\u8207\u7a69\u5b9a\u7684\u8a2d\u5b9a\uff1a\n<ul>\n<li>\u53d6\u6a23\u6b65\u6578\uff1a<strong>4 steps<\/strong><\/li>\n<li>CFG\uff1a<strong>1.5<\/strong><\/li>\n<li>Sampler\uff1a<code>er_sde<\/code><\/li>\n<li>Scheduler\uff1a<code>beta<\/code><\/li>\n<\/ul>\n<\/li>\n<li><strong>VAEDecode<\/strong>\uff1a\u5c07\u53d6\u6a23\u5b8c\u6210\u7684 latent \u8f49\u56de\u5be6\u969b\u5716\u7247<\/li>\n<li><strong>SaveImage<\/strong>\uff1a\u8f38\u51fa\u5716\u7247\u6a94\u6848\uff1b\u5de5\u4f5c\u6d41\u9810\u8a2d\u8cc7\u6599\u593e\u70ba <code>QwenRapidAIO\/ComfyUI<\/code><\/li>\n<\/ul>\n<h2><span style=\"color: #0000ff;\">\u793a\u7bc4\u8207\u751f\u6210\u6210\u679c<\/span><\/h2>\n<p>\u4ee5\u4e0b\u793a\u7bc4\u5c55\u793a\u7684\u662f\u5178\u578b\u7684<strong>\u300c\u63db\u88dd\uff0b\u63db\u80cc\u666f\u300d<\/strong>\u61c9\u7528\u5834\u666f\uff0c\u5168\u7a0b\u4e0d\u9700\u8981\u624b\u52d5\u906e\u7f69\u6216\u984d\u5916\u8f14\u52a9\u6a21\u578b\u3002\u6240\u6709\u7d20\u6750\u7686\u70ba AI \u751f\u6210\u3002<\/p>\n<p>\ud83d\udcdd \u6b63\u9762\u63d0\u793a\u8a5e\uff1a<code>\u57162\u670d\u88dd\u7a7f\u5728\u57161\u5c11\u5973\u8eab\u4e0a\uff0c\u4e26\u8b93\u5176\u7ad9\u5728\u57163\u5834\u666f\u4e2d<\/code><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2025\/2665-2.jpg\" width=\"1024\" height=\"768\" \/><br \/>\n\u25b2 \u6b64\u70ba\u8f38\u5165\u7684\u670d\u88dd\u7d20\u6750\u5716\uff08\u57162\uff09\u53ca\u6307\u5b9a\u4eba\u7269\u7167\uff08\u57161\uff09\u3002\u53ea\u8981\u55ae\u7368\u63d0\u4f9b\u4e00\u4ef6\u9ed1\u8272\u8cbc\u8eab\u6d0b\u88dd\uff0c\u6a21\u578b\u6703\u5c07\u5176\u8996\u70ba\u300c\u53ef\u88ab\u5957\u7528\u7684\u670d\u88dd\u4f86\u6e90\u300d\uff0c\u4e26\u5728\u5f8c\u7e8c\u751f\u6210\u6642\u53c3\u8003\u5176\u526a\u88c1\u3001\u6750\u8cea\u8207\u6574\u9ad4\u8f2a\u5ed3\uff0c\u800c\u4e0d\u662f\u55ae\u7d14\u8cbc\u5716\u6216\u8986\u84cb\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2025\/2665-3.jpg\" width=\"1024\" height=\"768\" \/><br \/>\n\u25b2 \u6b64\u70ba\u80cc\u666f\u5834\u666f\u5716\u7247\uff08\u57163\uff09\uff0c\u5167\u5bb9\u662f\u4e00\u500b\u6311\u9ad8\u3001\u5c0d\u7a31\u69cb\u5716\u7684\u6b50\u5f0f\u5ba4\u5167\u7a7a\u9593\u3002\u5de5\u4f5c\u6d41\u4e2d\u50c5\u5c07\u5b83\u4f5c\u70ba\u300c\u5834\u666f\u53c3\u8003\u300d\uff0c\u6a21\u578b\u6703\u4f9d\u7167\u4eba\u7269\u6bd4\u4f8b\u8207\u5149\u7dda\u908f\u8f2f\uff0c\u81ea\u52d5\u5224\u65b7\u5408\u9069\u7684\u7ad9\u4f4d\u8207\u8996\u89d2\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2025\/2665-4.jpg\" width=\"1024\" height=\"768\" \/><br \/>\n\u25b2 \u6700\u7d42\u751f\u6210\u7d50\u679c\u3002\u6a21\u578b\u6210\u529f\u5c07\u6307\u5b9a\u670d\u88dd\u300c\u7a7f\u300d\u5728\u4eba\u7269\u8eab\u4e0a\uff0c\u4e26\u81ea\u7136\u5730\u878d\u5408\u9032\u6307\u5b9a\u7684\u5ba4\u5167\u5834\u666f\u4e2d\uff0c\u4eba\u7269\u6bd4\u4f8b\u3001\u670d\u88dd\u8cbc\u5408\u5ea6\u8207\u6574\u9ad4\u5149\u5f71\u65b9\u5411\u4fdd\u6301\u4e00\u81f4\uff0c\u6c92\u6709\u660e\u986f\u62fc\u8cbc\u6216\u906e\u7f69\u75d5\u8de1\uff0c\u5448\u73fe\u51fa\u5b8c\u6574\u7684\u4e00\u5f35\u6210\u54c1\u5716\u3002\u4ee5\u6211\u7684\u786c\u9ad4\u8a2d\u5099\u53ca\u8a2d\u5b9a\u53c3\u6578\uff0c\u4e00\u5f35\u6210\u54c1\u53ea\u8981\u8dd1 30 \u79d2\u5de6\u53f3\u3002<\/p>\n<h2><span style=\"color: #339966;\">\u7d50\u8a9e<\/span><\/h2>\n<p><strong>Qwen-Rapid-AIO\uff08Qwen-Image-Edit-Rapid-AIO\uff09<\/strong>\u628a\u5716\u7247\u7de8\u8f2f\u9019\u4ef6\u4e8b\uff0c\u5f9e\u300c\u5806\u7bc0\u9ede\u3001\u624b\u52d5\u5207\u5716\u3001\u5230\u8655\u627e\u6a21\u578b\u300d\u62c9\u56de\u5230\u300c\u4e00\u53e5\u8a71\u8aaa\u6e05\u695a\u6211\u8981\u6539\u4ec0\u9ebc\u300d\u3002\u900f\u904e\u628a <strong>accelerators\u3001VAE\u3001CLIP<\/strong> \u5408\u4f75\u6574\u5408\uff0c\u5b83\u5728 ComfyUI \u7684\u5be6\u52d9\u9ad4\u9a57\u4e0a\u66f4\u63a5\u8fd1\u4e00\u500b<strong>\u53ef\u76f4\u63a5\u4e0a\u624b\u7684\u672c\u6a5f\u5716\u7247\u7de8\u8f2f\u5f15\u64ce<\/strong>\uff1a\u597d\u8f09\u5165\u3001\u597d\u7ba1\u7406\uff0c\u4e5f\u66f4\u5bb9\u6613\u8907\u7528\u6210\u65e5\u5e38\u5de5\u4f5c\u6d41\u3002<\/p>\n<p>\u5982\u679c\u4f60\u8ffd\u6c42\u7684\u662f\u300c\u53ef\u63a7\u3001\u7a69\u5b9a\u3001\u53ef\u91cd\u8907\u4f7f\u7528\u300d\u7684\u5716\u7247\u7de8\u8f2f\u6d41\u7a0b\uff0c\u800c\u4e0d\u662f\u4e00\u6b21\u6027\u7684\u70ab\u6280\u8f38\u51fa\uff0c\u90a3\u9ebc\u9019\u689d <strong>ComfyUI \u00d7 Qwen-Rapid-AIO<\/strong> \u7684\u6975\u7c21\u5de5\u4f5c\u6d41\uff0c\u6703\u662f\u4e00\u500b\u5f88\u503c\u5f97\u6536\u9032\u5e38\u7528\u7bc4\u672c\u7684\u9078\u64c7\u3002<\/p>\n\n<div style=\"font-size: 0px; height: 0px; line-height: 0px; margin: 0; padding: 0; clear: both;\"><\/div>","protected":false},"excerpt":{"rendered":"<p>\u60f3\u5728\u672c\u5730\u7528\u4e2d\u6587\u63d0\u793a\u8a5e\uff0c\u76f4\u63a5\u5c0d\u5716\u7247\u4e0b\u6307\u4ee4\uff0c\u5b8c\u6210\u300c\u63db\u8863\u670d\u3001\u63db\u80cc\u666f\u3001\u5408\u6210\u591a\u5f35\u5716\u7247\u300d\u9019\u985e\u904e\u53bb\u8981\u9760\u591a\u6a21\u578b\u3001\u591a\u7bc0\u9ede\u624d\u80fd\u505a\u5230\u7684\u5716\u7247\u7de8\u8f2f\u5de5\u4f5c\uff1f\u9019\u7bc7\u6587\u7ae0\u8981\u4ecb\u7d39\u7684\u662f\u4e00\u689d\u6975\u5ea6\u7cbe\u7c21\u3001\u4f46\u529f\u80fd\u5b8c\u6574\u7684 ComfyUI \u5716\u7247\u7de8\u8f2f\u5de5 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":21749,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[16,525,557],"tags":[562,579],"class_list":["post-21747","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-software-application","category-ai","category-ai-drawing","tag-comfyui","tag-qwen-rapid-aio"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>ComfyUI x Qwen-Rapid-AIO\uff1a\u5716\u7247\u7de8\u8f2f\u5de5\u4f5c\u6d41\u7684\u6975\u7c21\u89e3\u6cd5\uff08\u9644\u5de5\u4f5c\u6d41\uff09 - \u840c\u82bd\u7d9c\u5408\u5929\u5730 - \u840c\u82bd\u7db2\u9801<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/mnya.tw\/cc\/word\/2665.html\" 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