{"id":20630,"date":"2025-09-08T23:11:21","date_gmt":"2025-09-08T15:11:21","guid":{"rendered":"https:\/\/mnya.tw\/cc\/?p=20630"},"modified":"2025-09-17T16:46:59","modified_gmt":"2025-09-17T08:46:59","slug":"2557","status":"publish","type":"post","link":"https:\/\/mnya.tw\/cc\/word\/2557.html","title":{"rendered":"ComfyUI x Qwen-Image-Edit\uff1a12GB VRAM \u57f7\u884c\u672c\u5730\u958b\u6e90 AI \u5716\u7247\u7de8\u8f2f\u5de5\u5177\uff08\u9644\u5de5\u4f5c\u6d41\uff09"},"content":{"rendered":"<p>\u60f3\u5728\u5bb6\u7528\u4e00\u822c\u4e2d\u7b49\u986f\u5361\u505a<strong>\u300c\u63db\u88dd\u3001\u6539\u5834\u666f\u300d<\/strong>\u9019\u985e\u9ad8\u7cbe\u5ea6\u5716\u7247\u7de8\u8f2f\uff1f<strong>ComfyUI<\/strong> \u4ee5\u7bc0\u9ede\u8207\u6d41\u7a0b\u5716\u70ba\u6838\u5fc3\uff0c\u80fd\u628a\u6574\u500b\u63a8\u8ad6\u7ba1\u7dda\u76f4\u89ba\u62fc\u88dd\uff1b\u800c <strong>Qwen-Image-Edit<\/strong> \u628a\u8f38\u5165\u5716\u540c\u6642\u9001\u9032 Qwen2.5-VL\uff08\u8a9e\u7fa9\u63a7\u5236\uff09\u8207 VAE\uff08\u5916\u89c0\u63a7\u5236\uff09\uff0c\u56e0\u6b64\u80fd\u505a\u5230\u8a9e\u7fa9\u8207\u5916\u89c0\u7684\u96d9\u91cd\u7de8\u8f2f\uff0c\u9084\u652f\u63f4\u4e2d\u82f1\u96d9\u8a9e\u7684\u7cbe\u6e96\u6587\u5b57\u4fee\u6539\uff08\u91cf\u5316\u7248\u6a21\u578b\u6548\u679c\u53ef\u80fd\u5dee\u5f37\u4eba\u610f\uff09\uff0c\u975e\u5e38\u9069\u5408\u6b64\u6b21\u793a\u7bc4\u7528\u4e4b\u63d0\u793a\u8a5e<strong>\u300c\u628a\u65e5\u7167\u6539\u6210\u5915\u967d\u3001\u540c\u6642\u63db\u8863\u670d\u984f\u8272\u300d<\/strong>\u7684\u9700\u6c42\u3002<\/p>\n<p>\u672c\u6587\u5728 RTX 3060 12GB \u4e0a\u793a\u7bc4\u4ee5 GGUF \u91cf\u5316\u6a21\u578b\uff0bLightning LoRA \u7684\u56db\u6b65\u52a0\u901f\u904b\u884c Qwen-Image-Edit\u3002\u63d0\u4f9b\u5b8c\u6574\u6a21\u578b\u653e\u7f6e\u8def\u5f91\u3001\u7bc0\u9ede\u8207\u53c3\u6578\u5efa\u8b70\uff0c\u4ee5\u53ca\u5be6\u6e2c\u8017\u6642\uff1a\u9996\u6b21\u751f\u5716\u7d04 2 \u5206\u591a\u9418\uff0c\u6539\u63d0\u793a\u8a5e\u518d\u6b21\u751f\u6210\u7d04 1 \u5206\u591a\u9418\u3002\u82e5\u4f60\u986f\u5b58\u6216 RAM \u66f4\u5145\u8db3\uff0c\u4e5f\u6703\u8aaa\u660e\u5982\u4f55\u6539\u7528\u8f03\u5927\u3001\u66f4\u9ad8\u54c1\u8cea\u7684\u6a21\u578b\uff0c\u7528\u6642\u9593\u63db\u53d6\u756b\u8cea\u3002<\/p>\n<p>\ud83d\udcac \u63d0\u9192\uff1a\u532f\u5165\u672c\u6587\u63d0\u4f9b\u7684\u5de5\u4f5c\u6d41\u5f8c\uff0c\u82e5\u51fa\u73fe\u7d05\u8272\u7bc0\u9ede\u6216\u627e\u4e0d\u5230\u5143\u4ef6\uff0c\u8acb\u628a\u7f3a\u5c11\u7684\u5ba2\u88fd\u5316\u7bc0\u9ede\u5b89\u88dd\u9f4a\u5168\u4e26<strong>\u91cd\u555f ComfyUI<\/strong>\uff1b\u672c\u6587\u9078\u7528\u7684\u662f\u91cf\u5316\u7248\u672c\u4ee5\u517c\u9867\u901f\u5ea6\u8207\u8a18\u61b6\u9ad4\u5360\u7528\uff0c\u82e5\u4f60\u7684\u96fb\u8166\u8cc7\u6e90\u8db3\u5920\uff0c\u53ef\u6539\u6293\u66f4\u5927\u3001\u66f4\u9ad8\u54c1\u8cea\u7684\u6a21\u578b\u3002<\/p>\n<section id=\"setup\">\n<h2><span style=\"color: #0000ff;\">\u4e00\u3001\u74b0\u5883\u8207\u5fc5\u5099\u5143\u4ef6<\/span><\/h2>\n<ol>\n<li><strong>\u5b89\u88dd ComfyUI<\/strong>\uff1a\u4f9d\u5404\u5e73\u53f0\u6307\u5f15\u5b8c\u6210\u5b89\u88dd\u4e26\u80fd\u555f\u52d5 Web \u4ecb\u9762\u3002<a href=\"https:\/\/mnya.tw\/cc\/word\/2407.html\" target=\"_blank\" rel=\"noopener\">\uff08Windows \u4f7f\u7528\u8005\u770b\u904e\u4f86\uff01\uff09<\/a><\/li>\n<li><strong>\u5b89\u88dd\u81ea\u8a02\u7bc0\u9ede<\/strong>\uff1a\n<ul>\n<li><em>ComfyUI-GGUF<\/em>\uff08\u63d0\u4f9b <code>UnetLoaderGGUF<\/code>\u3001<code>CLIPLoaderGGUF<\/code> \u7b49\u7bc0\u9ede\uff09\u3002<\/li>\n<li><em>ComfyUI-Essentials<\/em>\uff08\u63d0\u4f9b <code>ImageResize+<\/code> \u7b49\u5e38\u7528\u7bc0\u9ede\uff09\u3002<\/li>\n<\/ul>\n<p>\u5b89\u88dd\u5b8c\u52d9\u5fc5<strong>\u91cd\u555f ComfyUI<\/strong>\uff0c\u5426\u5247\u7bc0\u9ede\u6e05\u55ae\u4e0d\u6703\u66f4\u65b0\u3002<\/li>\n<li><strong>\u4e0b\u8f09\u4e26\u653e\u7f6e\u6a21\u578b\uff08\u672c\u6587\u5be6\u6e2c\u7d44\u5408\uff09<\/strong>\uff1a<\/li>\n<\/ol>\n<h3>\u6a21\u578b\u8207\u8def\u5f91<\/h3>\n<ul>\n<li>Diffusion\uff08GGUF\uff09\uff1a<code>Qwen_Image_Edit-Q3_K_S.gguf<\/code> <a href=\"https:\/\/huggingface.co\/QuantStack\/Qwen-Image-Edit-GGUF\/tree\/main\" target=\"_blank\" rel=\"noopener\">\uff3b\ud83d\udd17 \u4e0b\u8f09\u9ede\uff3d<\/a><br \/>\n\ud83d\udcc1 \u653e\u7f6e \u2192 <code>ComfyUI\/models\/diffusion_models\/<\/code><\/li>\n<li>Text Encoder\uff08GGUF\uff09\uff1a\u539f\u6a94 <code>Qwen_Qwen2.5-VL-7B-Instruct-Q3_K_S.gguf<\/code>\uff0c<strong>\u5efa\u8b70\u6539\u540d<\/strong>\u70ba<br \/>\n<code>Qwen2.5-VL-7B-Instruct-Q3_K_S.gguf<\/code> <a href=\"https:\/\/huggingface.co\/bartowski\/Qwen_Qwen2.5-VL-7B-Instruct-GGUF\/tree\/main\" target=\"_blank\" rel=\"noopener\">\uff3b\ud83d\udd17 \u4e0b\u8f09\u9ede\uff3d<\/a><br \/>\n\ud83d\udcc1 \u653e\u7f6e \u2192 <code>ComfyUI\/models\/text_encoders\/<\/code><\/li>\n<li>mmproj\uff08GGUF\uff09\uff1a<code>Qwen2.5-VL-7B-Instruct-mmproj-BF16.gguf<\/code> <a href=\"https:\/\/huggingface.co\/QuantStack\/Qwen-Image-Edit-GGUF\/tree\/main\/mmproj\" target=\"_blank\" rel=\"noopener\">\uff3b\ud83d\udd17 \u4e0b\u8f09\u9ede\uff3d<\/a><br \/>\n\ud83d\udcc1 \u653e\u7f6e \u2192 <code>ComfyUI\/models\/text_encoders\/<\/code><\/li>\n<li>VAE\uff1a<code>qwen_image_vae.safetensors<\/code> <a href=\"https:\/\/huggingface.co\/Comfy-Org\/Qwen-Image_ComfyUI\/tree\/main\/split_files\/vae\" target=\"_blank\" rel=\"noopener\">\uff3b\ud83d\udd17 \u4e0b\u8f09\u9ede\uff3d<\/a><br \/>\n\ud83d\udcc1 \u653e\u7f6e \u2192 <code>ComfyUI\/models\/vae\/<\/code><\/li>\n<li>LoRA\uff08Lightning \u52a0\u901f\uff09\uff1a<code>Qwen-Image-Lightning-4steps-V1.0.safetensors<\/code> <a href=\"https:\/\/huggingface.co\/lightx2v\/Qwen-Image-Lightning\/tree\/main\" target=\"_blank\" rel=\"noopener\">\uff3b\ud83d\udd17 \u4e0b\u8f09\u9ede\uff3d<\/a><br \/>\n\ud83d\udcc1 \u653e\u7f6e \u2192 <code>ComfyUI\/models\/loras\/<\/code><\/li>\n<\/ul>\n<p>\u8aaa\u660e\uff1a\u70ba\u4e86\u5728 12GB VRAM \u4e0a\u7dad\u6301\u9806\u66a2\uff0c\u672c\u6587\u63a1\u7528 Q3 \u91cf\u5316\u7248\u3002\u82e5\u4f60\u986f\u5b58\u6216 RAM \u5145\u88d5\uff0c\u53ef\u6539\u7528\u66f4\u9ad8\u4f4d\u5bec\u6216\u66f4\u5927\u6a94\u7684\u6a21\u578b\uff0c\u4e26\u628a\u53d6\u6a23\u6b65\u6578\u62c9\u9ad8\u4ee5\u63db\u53d6\u66f4\u597d\u7684\u7d30\u7bc0\u3002<\/p>\n<\/section>\n<section id=\"workflow\">\n<h2><span style=\"color: #0000ff;\">\u4e8c\u3001\u8f09\u5165\u5de5\u4f5c\u6d41\u8207\u53c3\u6578\u5efa\u8b70<\/span><\/h2>\n<ol>\n<li><strong>\u8f09\u5165\u6a21\u578b\u7bc0\u9ede<\/strong>\uff1a\u4ee5 <code>UnetLoaderGGUF<\/code> \u8f09\u5165 <code>Qwen_Image_Edit-Q3_K_S.gguf<\/code>\uff1b<code>CLIPLoaderGGUF<\/code> \u8f09\u5165 <code>Qwen2.5-VL-7B-Instruct-Q3_K_S.gguf<\/code> \u8207 <code>\u2026mmproj-BF16.gguf<\/code>\uff1b<code>VAELoader<\/code> \u8f09\u5165 <code>qwen_image_vae.safetensors<\/code>\u3002<\/li>\n<li><strong>\u532f\u5165\u5716\u7247<\/strong>\uff1a<code>LoadImage<\/code> \u4e32\u5230 <code>ImageResize+<\/code>\uff0c\u5efa\u8b70\u5148\u58d3\u5230\u7d04 <code>1024\u00d7768<\/code>\uff0c\u518d\u9001\u5165\u7de8\u78bc\uff0f\u689d\u4ef6\u7bc0\u9ede\u3002<\/li>\n<li><strong>\u63d0\u793a\u8a5e\uff08\u95dc\u9375\uff09<\/strong>\uff1a\u7528 <code>TextEncodeQwenImageEdit<\/code> \u8f38\u5165\u9700\u6c42\uff0c\u4f8b\u5982\u300c\u8863\u7269\u6539\u767d\u8272\u6bd4\u57fa\u5c3c\uff0c\u6642\u9593\u6539\u6210\u5915\u967d\u6642\u523b\u300d\u3002\u6b64\u7bc0\u9ede\u540c\u6642\u8655\u7406\u8a9e\u7fa9\u8207\u5916\u89c0\u7d04\u675f\u3002<\/li>\n<li><strong>Lightning \u5957\u7528<\/strong>\uff1a\u4ee5 <code>LoraLoaderModelOnly<\/code> \u8f09\u5165 <code>Qwen-Image-Lightning-4steps-V1.0<\/code>\uff0c\u8b93 KSampler \u53ef\u7528\u300c4 \u6b65\u300d\u5feb\u901f\u751f\u6210\u3002<\/li>\n<li><strong>KSampler \u8a2d\u5b9a<\/strong>\uff1a<em>steps=4<\/em>\u3001<em>sampler=euler<\/em>\u3001<em>scheduler=karras<\/em>\u3001<em>CFG \u5efa\u8b70 1\u20134<\/em>\uff1b\u986f\u5b58\u5403\u7dca\u5c31\u7dad\u6301\u6279\u91cf 1\u3001\u89e3\u6790\u5ea6\u7d04\u767e\u842c\u50cf\u7d20\u3002<\/li>\n<li><strong>\u8f38\u51fa<\/strong>\uff1a<code>VAEDecode \u2192 SaveImage<\/code> \u5132\u5b58\u6210\u679c\u3002\u9996\u6b21\u8f09\u5165\u6a21\u578b\u7d04 2 \u5206\u591a\u9418\uff1b\u540c\u6d41\u7a0b\u6539\u63d0\u793a\u8a5e\u518d\u8dd1\u7d04 1 \u5206\u591a\u9418\uff08RTX 3060 12GB\uff09\u3002<\/li>\n<\/ol>\n<p><strong>\u91cd\u8981\uff1a<\/strong>\u532f\u5165\u5de5\u4f5c\u6d41\u5f8c\u82e5\u6709\u7f3a\u7bc0\u9ede\uff0c\u8acb\u628a\u907a\u6f0f\u7684\u5ba2\u88fd\u5316\u7bc0\u9ede\u5b89\u88dd\u5b8c\u4e26<strong>\u91cd\u555f ComfyUI<\/strong>\uff0c\u5426\u5247\u7121\u6cd5\u6b63\u5e38\u57f7\u884c\u3002<\/p>\n<\/section>\n<section id=\"notes\">\n<h2><span style=\"color: #0000ff;\">\u4e09\u3001\u5e38\u898b\u554f\u984c\u8207\u8abf\u6821<\/span><\/h2>\n<ul>\n<li>\u986f\u5b58\u4e0d\u8db3\uff1a\u5148\u964d\u89e3\u6790\u5ea6\uff08\u4f8b\u5982 1024\u00d7768\uff09\u3001\u4fdd\u6301\u6b65\u6578 4\u3001\u6279\u91cf 1\uff1b\u5fc5\u8981\u6642\u6539\u7528\u66f4\u5c0f\u7684\u91cf\u5316\u6a94\u3002<\/li>\n<li>\u756b\u8cea\u4e0d\u8db3\uff1a\u63d0\u9ad8\u91cf\u5316\u7b49\u7d1a\uff08\u5982 Q4\/Q5\uff09\u3001\u589e\u52a0\u6b65\u6578\u6216\u79fb\u9664 Lightning\uff1b\u4f46\u901f\u5ea6\u8207\u986f\u5b58\u5360\u7528\u6703\u4e0a\u5347\u3002<\/li>\n<li>\u7bc0\u9ede\u627e\u4e0d\u5230\uff1a\u591a\u534a\u662f\u5c11\u88dd <em>ComfyUI-GGUF<\/em> \u6216 <em>ComfyUI-Essentials<\/em>\uff0c\u88dc\u9f4a\u5f8c\u91cd\u555f\u3002<\/li>\n<\/ul>\n<\/section>\n<h1><span style=\"color: #ff6600;\">\ud83d\udcdd \u5de5\u4f5c\u6d41(ImageEditQwen.min.json)<\/span><\/h1>\n<p>\u53ef\u4ee5\u8907\u88fd\u56de\u6587\u5b57\u7de8\u8f2f\u5668\u4e26\u4ee5 <code>.json<\/code> \u683c\u5f0f\u5132\u5b58\u4ee5\u532f\u5165\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<pre class=\"line-numbers\"><code class=\"language-json\">{\"id\":\"b1c3aee6-2524-431f-abef-6517a61b2edb\",\"revision\":0,\"last_node_id\":18,\"last_link_id\":27,\"nodes\":[{\"id\":7,\"type\":\"VAEDecode\",\"pos\":[-550,-950],\"size\":[140,46],\"flags\":{},\"order\":10,\"mode\":0,\"inputs\":[{\"name\":\"samples\",\"type\":\"LATENT\",\"link\":6},{\"name\":\"vae\",\"type\":\"VAE\",\"link\":24}],\"outputs\":[{\"name\":\"IMAGE\",\"type\":\"IMAGE\",\"links\":[10]}],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.50\",\"Node name for S&amp;R\":\"VAEDecode\",\"widget_ue_connectable\":{}},\"widgets_values\":[]},{\"id\":8,\"type\":\"ConditioningZeroOut\",\"pos\":[-870,-930],\"size\":[197.712890625,26],\"flags\":{},\"order\":8,\"mode\":0,\"inputs\":[{\"name\":\"conditioning\",\"type\":\"CONDITIONING\",\"link\":8}],\"outputs\":[{\"name\":\"CONDITIONING\",\"type\":\"CONDITIONING\",\"links\":[9]}],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.50\",\"Node name for S&amp;R\":\"ConditioningZeroOut\",\"widget_ue_connectable\":{}},\"widgets_values\":[]},{\"id\":12,\"type\":\"VAEEncode\",\"pos\":[-1337.119873046875,-893.5999145507812],\"size\":[140,46],\"flags\":{},\"order\":7,\"mode\":0,\"inputs\":[{\"name\":\"pixels\",\"type\":\"IMAGE\",\"link\":20},{\"name\":\"vae\",\"type\":\"VAE\",\"link\":25}],\"outputs\":[{\"name\":\"LATENT\",\"type\":\"LATENT\",\"links\":[13]}],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.50\",\"Node name for S&amp;R\":\"VAEEncode\",\"widget_ue_connectable\":{}},\"widgets_values\":[]},{\"id\":6,\"type\":\"KSampler\",\"pos\":[-880,-1240],\"size\":[270,262],\"flags\":{},\"order\":9,\"mode\":0,\"inputs\":[{\"name\":\"model\",\"type\":\"MODEL\",\"link\":4},{\"name\":\"positive\",\"type\":\"CONDITIONING\",\"link\":5},{\"name\":\"negative\",\"type\":\"CONDITIONING\",\"link\":9},{\"name\":\"latent_image\",\"type\":\"LATENT\",\"link\":13}],\"outputs\":[{\"name\":\"LATENT\",\"type\":\"LATENT\",\"links\":[6]}],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.50\",\"Node name for S&amp;R\":\"KSampler\",\"widget_ue_connectable\":{}},\"widgets_values\":[707703061584525,\"randomize\",4,1,\"euler\",\"karras\",1]},{\"id\":13,\"type\":\"ImageResize+\",\"pos\":[-2030,-1240],\"size\":[270,218],\"flags\":{},\"order\":4,\"mode\":0,\"inputs\":[{\"name\":\"image\",\"type\":\"IMAGE\",\"link\":16}],\"outputs\":[{\"name\":\"IMAGE\",\"type\":\"IMAGE\",\"links\":[19,20]},{\"name\":\"width\",\"type\":\"INT\",\"links\":null},{\"name\":\"height\",\"type\":\"INT\",\"links\":null}],\"properties\":{\"cnr_id\":\"comfyui_essentials\",\"ver\":\"9d9f4bedfc9f0321c19faf71855e228c93bd0dc9\",\"Node name for S&amp;R\":\"ImageResize+\",\"widget_ue_connectable\":{}},\"widgets_values\":[1024,768,\"nearest\",\"fill \/ crop\",\"always\",0]},{\"id\":10,\"type\":\"LoadImage\",\"pos\":[-1849.5830078125,-1778.170654296875],\"size\":[550,450],\"flags\":{},\"order\":0,\"mode\":0,\"inputs\":[],\"outputs\":[{\"name\":\"IMAGE\",\"type\":\"IMAGE\",\"links\":[16]},{\"name\":\"MASK\",\"type\":\"MASK\",\"links\":null}],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.50\",\"Node name for S&amp;R\":\"LoadImage\",\"widget_ue_connectable\":{}},\"widgets_values\":[\"test_image.jpg\",\"image\"],\"color\":\"#332922\",\"bgcolor\":\"#593930\"},{\"id\":9,\"type\":\"SaveImage\",\"pos\":[-1275.94775390625,-1804.34619140625],\"size\":[680,480],\"flags\":{},\"order\":11,\"mode\":0,\"inputs\":[{\"name\":\"images\",\"type\":\"IMAGE\",\"link\":10}],\"outputs\":[],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.50\",\"Node name for S&amp;R\":\"SaveImage\",\"widget_ue_connectable\":{}},\"widgets_values\":[\"QwenEdit\/ComfyUI\"],\"color\":\"#232\",\"bgcolor\":\"#353\"},{\"id\":3,\"type\":\"LoraLoaderModelOnly\",\"pos\":[-1342.73193359375,-1236.1573486328125],\"size\":[300,82],\"flags\":{},\"order\":5,\"mode\":0,\"inputs\":[{\"name\":\"model\",\"type\":\"MODEL\",\"link\":21}],\"outputs\":[{\"name\":\"MODEL\",\"type\":\"MODEL\",\"links\":[4]}],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.49\",\"Node name for S&amp;R\":\"LoraLoaderModelOnly\",\"widget_ue_connectable\":{}},\"widgets_values\":[\"Qwen-Image-Lightning-4steps-V1.0.safetensors\",1],\"color\":\"#222\",\"bgcolor\":\"#000\"},{\"id\":14,\"type\":\"UnetLoaderGGUF\",\"pos\":[-1734.3046875,-1237.870361328125],\"size\":[270,58],\"flags\":{},\"order\":1,\"mode\":0,\"inputs\":[],\"outputs\":[{\"name\":\"MODEL\",\"type\":\"MODEL\",\"links\":[21]}],\"properties\":{\"cnr_id\":\"comfyui-gguf\",\"ver\":\"1.1.4\",\"Node name for 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decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2025\/2557-1.jpg\" width=\"1280\" height=\"720\" \/><br \/>\n\u25b2 \u9019\u662f ComfyUI \u7684\u5de5\u4f5c\u6d41\u622a\u5716\uff1a\u5de6\u5074\u8f09\u5165\u539f\u5716\u4e26\u4ee5 ImageResize+ \u8abf\u6574\u6210 1024\u00d7768\uff1b\u4e2d\u9593\u4ee5 UnetLoader (GGUF)\u3001CLIPLoader (GGUF)\u3001VAELoader \u8f09\u5165 Qwen-Image-Edit\u3001Qwen2.5-VL \u8207 VAE\uff0c\u4e26\u5957\u7528 Lightning 4 \u6b65 LoRA\uff1b\u53f3\u5074 KSampler \u8a2d\u5b9a\u6b65\u6578 4\u3001euler + karras\uff0c\u63d0\u793a\u8a5e\u70ba\u300c\u8863\u7269\u6539\u767d\u8272\u6bd4\u57fa\u5c3c\uff0c\u6642\u9593\u6539\u6210\u5915\u967d\u6642\u523b\u300d\uff0c\u6700\u5f8c\u7528 SaveImage \u8f38\u51fa\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2025\/2557-2.jpg\" width=\"1024\" height=\"768\" \/><br \/>\n\u25b2 \u8f38\u5165\u5716\uff1a\u4e3b\u89d2\u300c\u840c\u82bd\u5a18\u300d\u5728\u6d77\u7058\u4e0a\uff0c\u767d\u5929\u5149\u611f\u3001\u85cd\u5929\u8207\u6d77\u5e73\u7dda\u90fd\u5f88\u6e05\u695a\uff0c\u756b\u9762\u4e2d\u6709\u8349\u5e3d\u3001\u9632\u66ec\u4e73\u8207\u58a8\u93e1\u7b49\u5c0f\u7269\u3002\u6b64\u4f8b\u7684\u76ee\u6a19\u662f\u4fdd\u6301\u89d2\u8272\u8207\u9053\u5177\u4f4d\u7f6e\u4e0d\u8b8a\uff0c\u50c5\u4ee5\u6587\u5b57\u63d0\u793a\u5be6\u4f5c\u300c\u63db\u88dd\u300d\u8207\u300c\u6539\u6642\u9593\u300d\u5169\u7a2e\u7de8\u8f2f\uff0c\u4ee5\u6aa2\u9a57\u6a21\u578b\u7684\u8a9e\u7fa9\u8207\u5916\u89c0\u96d9\u91cd\u63a7\u5236\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2025\/2557-3.jpg\" width=\"1024\" height=\"768\" \/><br \/>\n\u25b2 \u8f38\u51fa\u5716\uff1a\u8863\u8457\u88ab\u7cbe\u6e96\u63db\u6210\u767d\u8272\u6bd4\u57fa\u5c3c\uff0c\u6642\u6bb5\u4e5f\u6210\u529f\u8f49\u70ba\u5915\u967d\u9918\u6689\uff1b\u6c99\u7058\u8207\u6d77\u9762\u6620\u51fa\u6a59\u7d05\u5149\u5f71\uff0c\u89d2\u8272\u819a\u8272\u8207\u9aee\u7d72\u908a\u7de3\u904e\u6e21\u81ea\u7136\u3002\u500b\u4eba\u6709\u7528\u66f4\u5927\u7684\u6a21\u578b\u8dd1\u904e\uff0c\u6548\u679c\u6703\u66f4\u597d\uff01\u4f46\u901f\u5ea6\u5de8\u6162\u3002\u53e6\u5916\u6b64\u5de5\u5177\u662f\u53ef\u4ee5\u7522\u751f NSFW \u5716\u50cf\u7684\uff0c\u8acb\u659f\u914c\u4f7f\u7528\u3002<\/p>\n<h1><span style=\"color: #339966;\">\ud83d\udcad \u66f4\u591a\u61c9\u7528<\/span><\/h1>\n<p>\u9664\u4e86\u793a\u7bc4\u7684\u300c\u63db\u88dd\u3001\u6539\u5834\u666f\u300d\uff0cQwen-Image-Edit \u5176\u5be6\u4e5f\u80fd\u9748\u6d3b\u61c9\u7528\u5728\u89d2\u8272\u5fae\u8abf\u3001\u5149\u5f71\u6c1b\u570d\u8f49\u63db\u3002\u672a\u4f86\u672c\u7ad9\u4e5f\u6703\u9678\u7e8c\u589e\u52a0\u61c9\u7528\u7bc7\uff0c\u5206\u4eab\u66f4\u591a\u5be6\u969b\u6848\u4f8b\uff0c\u76ee\u524d\u53ef\u5148\u53c3\u8003\uff1a<\/p>\n<p><a href=\"https:\/\/mnya.tw\/cc\/word\/2561.html\" target=\"_blank\" rel=\"noopener\"><strong>\ud83d\udc49 ComfyUI x Qwen-Image-Edit\uff1a\u4e8c\u6b21\u5143\u89d2\u8272\u9aee\u8272\u77b3\u8272\u4e00\u9375\u8f15\u9b06\u66f4\u63db\u6559\u5b78\uff08\u61c9\u7528\u7bc7\uff09<\/strong><\/a><br \/>\n<a href=\"https:\/\/mnya.tw\/cc\/word\/2564.html\" target=\"_blank\" rel=\"noopener\"><strong>\ud83d\udc49 ComfyUI x Qwen-Image-Edit\uff1a\u9ed1\u767d\u7167\u7247\u4e00\u9375\u8f49\u5f69\u8272\uff08\u61c9\u7528\u7bc7\uff09<\/strong><\/a><br \/>\n<a href=\"https:\/\/mnya.tw\/cc\/word\/2567.html\" target=\"_blank\" rel=\"noopener\"><strong>\ud83d\udc49 ComfyUI x Qwen-Image-Edit\uff1a\u4e8c\u6b21\u5143\u89d2\u8272\u8f49\u771f\u4eba\uff08\u61c9\u7528\u7bc7\uff09<\/strong><\/a><br \/>\n<a href=\"https:\/\/mnya.tw\/cc\/word\/2568.html\" target=\"_blank\" rel=\"noopener\"><strong>\ud83d\udc49 ComfyUI x Qwen-Image-Edit\uff1a\u4e8c\u6b21\u5143\u89d2\u8272\u8f49 PVC \u6a21\u578b\uff08\u61c9\u7528\u7bc7\uff09<\/strong><\/a><br \/>\n<a href=\"https:\/\/mnya.tw\/cc\/word\/2569.html\" target=\"_blank\" rel=\"noopener\"><strong>\ud83d\udc49 ComfyUI x Qwen-Image-Edit\uff1a\u6578\u4f4d\u63d2\u5716\u8f49\u5404\u7a2e\u85dd\u8853\u98a8\u683c\uff08\u61c9\u7528\u7bc7\uff09<\/strong><\/a><br \/>\n<a href=\"https:\/\/mnya.tw\/cc\/word\/2570.html\" target=\"_blank\" rel=\"noopener\"><strong>\ud83d\udc49 ComfyUI x Qwen-Image-Edit\uff1a\u5957\u7528\u5404\u7a2e\u65e5\u7cfb\u6ffe\u93e1\u98a8\u683c\uff08\u61c9\u7528\u7bc7\uff09<\/strong><\/a><\/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\u5bb6\u7528\u4e00\u822c\u4e2d\u7b49\u986f\u5361\u505a\u300c\u63db\u88dd\u3001\u6539\u5834\u666f\u300d\u9019\u985e\u9ad8\u7cbe\u5ea6\u5716\u7247\u7de8\u8f2f\uff1fComfyUI \u4ee5\u7bc0\u9ede\u8207\u6d41\u7a0b\u5716\u70ba\u6838\u5fc3\uff0c\u80fd\u628a\u6574\u500b\u63a8\u8ad6\u7ba1\u7dda\u76f4\u89ba\u62fc\u88dd\uff1b\u800c Qwen-Image-Edit \u628a\u8f38\u5165\u5716\u540c\u6642\u9001\u9032 Qwen [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":20631,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[16,483,525,557,484],"tags":[562,571],"class_list":["post-20630","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-software-application","category-multimedia","category-ai","category-ai-drawing","category-img","tag-comfyui","tag-qwen-image-edit"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>ComfyUI x Qwen-Image-Edit\uff1a12GB VRAM \u57f7\u884c\u672c\u5730\u958b\u6e90 AI \u5716\u7247\u7de8\u8f2f\u5de5\u5177\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\/2557.html\" \/>\n<meta property=\"og:locale\" content=\"zh_TW\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"ComfyUI x Qwen-Image-Edit\uff1a12GB VRAM \u57f7\u884c\u672c\u5730\u958b\u6e90 AI \u5716\u7247\u7de8\u8f2f\u5de5\u5177\uff08\u9644\u5de5\u4f5c\u6d41\uff09 - \u840c\u82bd\u7d9c\u5408\u5929\u5730 - \u840c\u82bd\u7db2\u9801\" \/>\n<meta property=\"og:description\" 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