{"id":20747,"date":"2025-09-17T23:00:04","date_gmt":"2025-09-17T15:00:04","guid":{"rendered":"https:\/\/mnya.tw\/cc\/?p=20747"},"modified":"2025-09-19T10:28:26","modified_gmt":"2025-09-19T02:28:26","slug":"2571","status":"publish","type":"post","link":"https:\/\/mnya.tw\/cc\/word\/2571.html","title":{"rendered":"ComfyUI x Qwen-Image\uff1a12GB VRAM \u672c\u5730\u958b\u6e90 AI \u7e6a\u5716\u751f\u6210\u6559\u5b78\uff08\u9644\u5de5\u4f5c\u6d41\uff09"},"content":{"rendered":"<p>\u60f3\u7528\u5bb6\u7528\u7b49\u7d1a\u986f\u5361\u5728\u672c\u5730\u751f\u6210\u4e7e\u6de8\u3001\u7a69\u5b9a\u7684 AI \u63d2\u756b\uff1f\u9019\u7bc7\u76f4\u63a5\u7d66\u4f60\u53ef\u532f\u5165\u7684 ComfyUI \u5de5\u4f5c\u6d41\u8207\u53c3\u6578\u5efa\u8b70\uff0c\u6574\u500b\u6d41\u7a0b\u4ee5 GGUF \u91cf\u5316\u7248\u7684 <strong>Qwen-Image<\/strong> \u70ba\u6838\u5fc3\uff0c\u5728 <strong>12GB VRAM<\/strong> \u7684\u74b0\u5883\u4e2d\u5c31\u80fd\u9806\u8dd1 <strong>1024\u00d7768<\/strong> \u55ae\u5f35\u751f\u6210\u3002\u672c\u6587\u7279\u9ede\u662f\u6d41\u7a0b\u7cbe\u7c21\u3001\u5168\u7a0b\u4e0d\u9700 LoRA\uff0c\u4e26\u53ef\u76f4\u63a5\u4f7f\u7528\u4e2d\u6587\u63d0\u793a\u8a5e\uff0c\u4e3b\u8981\u6a21\u578b\u70ba <code>Qwen_Image-Q3_K_S.gguf<\/code>\uff0c\u5728\u6548\u80fd\u8207\u756b\u8cea\u4e4b\u9593\u53d6\u5f97\u826f\u597d\u5e73\u8861\uff1b\u6587\u5b57\u7de8\u78bc\u5247\u63a1 <code>Qwen2.5-VL-7B-Instruct-Q3_K_S.gguf<\/code>\uff0c\u4e26\u642d\u914d <code>qwen_image_vae.safetensors<\/code> \u505a\u89e3\u78bc\u8f38\u51fa\u3002\u6ce8\u610f\uff01\u6b64\u6a21\u578b\u662f\u53ef\u4ee5\u7522\u751f NSFW \u5716\u50cf\u7684\uff0c\u8acb\u659f\u914c\u4f7f\u7528\u3002<\/p>\n<p>ComfyUI \u7684\u512a\u52e2\u5728\u65bc\u4ee5\u7bc0\u9ede\u65b9\u5f0f\u62fc\u88dd\u63a8\u8ad6\u7ba1\u7dda\uff0c\u6574\u500b\u6d41\u7a0b\u300c\u6587\u5b57\u689d\u4ef6 \u2192 \u53d6\u6a23 \u2192 \u89e3\u78bc \u2192 \u8f38\u51fa\u300d\u90fd\u80fd\u4e00\u76ee\u4e86\u7136\uff0c\u4e0d\u50c5\u65b9\u4fbf\u9664\u932f\uff0c\u4e5f\u80fd\u5feb\u901f\u66f4\u63db\u6a21\u578b\u6216\u8abf\u6574\u6b65\u6578\u3002\u4ee5 Q3 \u91cf\u5316\u6a21\u578b\u70ba\u4f8b\uff0c\u5728 12GB \u986f\u5b58\u4e0a\u5c31\u80fd\u9806\u66a2\u904b\u884c\uff0c\u751f\u6210\u901f\u5ea6\u7d04\u4e00\u5206\u591a\u9418\u5373\u53ef\u5b8c\u6210\uff0c\u5f71\u50cf\u7a69\u5b9a\u5ea6\u8207\u908a\u7de3\u8868\u73fe\u4e5f\u76f8\u7576\u4e7e\u6de8\u3002\u82e5\u96fb\u8166\u986f\u5b58\u66f4\u5145\u88d5\uff0c\u53ef\u4ee5\u5617\u8a66\u63d0\u5347\u6b65\u6578\uff0c\u6216\u6539\u7528\u66f4\u9ad8\u7b49\u7d1a\u7684\u6a21\u578b\uff08\u5982 Q4\u3001Q5\uff09\uff0c\u756b\u9762\u7d30\u7bc0\u6703\u66f4\u8c50\u5bcc\u3002\u81f3\u65bc\u6587\u5b57\u7406\u89e3\u80fd\u529b\uff0c\u82e5\u89ba\u5f97\u6a21\u578b\u5c0d\u63d0\u793a\u8a5e\u7684\u638c\u63e1\u4e0d\u8db3\uff0c\u4e5f\u80fd\u5347\u7d1a\u6587\u5b57\u7de8\u78bc\u6a21\u578b\uff0c\u4e0d\u904e\u9019\u6703\u984d\u5916\u4f54\u7528\u986f\u5b58\u4e26\u62c9\u9577\u751f\u6210\u6642\u9593\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\u958b\u555f\u8edf\u9ad4\u4ecb\u9762<a href=\"https:\/\/mnya.tw\/cc\/word\/2407.html\" target=\"_blank\" rel=\"noopener\">\uff08\u6559\u5b78\u9ede\u6211\uff09<\/a>\u3002\u70ba\u4e86\u8b80\u53d6 GGUF\uff0c\u6211\u5011\u50c5\u9700\u5b89\u88dd <em>ComfyUI-GGUF<\/em> \u9019\u7d44\u5ba2\u88fd\u7bc0\u9ede\uff08\u63d0\u4f9b <code>UnetLoaderGGUF<\/code> \u8207 <code>CLIPLoaderGGUF<\/code>\uff09\uff0c\u5b89\u88dd\u5b8c\u6210\u5f8c\u52d9\u5fc5\u91cd\u65b0\u555f\u52d5 ComfyUI\uff0c\u5426\u5247\u7bc0\u9ede\u6e05\u55ae\u4e0d\u6703\u66f4\u65b0\u3002<\/p>\n<h3>\u6a21\u578b\u8207\u8def\u5f91<\/h3>\n<ul>\n<li>Diffusion\uff08GGUF\uff09\uff1a<code>Qwen_Image-Q3_K_S.gguf<\/code> <a href=\"https:\/\/huggingface.co\/QuantStack\/Qwen-Image-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<\/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\u96fb\u8166\u986f\u5b58\u6216 RAM \u66f4\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<h2><span style=\"color: #0000ff;\">\u5de5\u4f5c\u6d41\u91cd\u9ede\u8207\u53c3\u6578\u5efa\u8b70<\/span><\/h2>\n<p>\u6574\u9ad4\u6d41\u7a0b\u975e\u5e38\u76f4\u89ba\uff1a\u4ee5 <code>UnetLoaderGGUF<\/code> \u8f09\u5165 Qwen-Image\uff08Q3\uff09\uff0c\u7528 <code>CLIPLoaderGGUF<\/code> \u8f09\u5165 Qwen2.5-VL\uff08Q3\uff09\uff1b\u6b63\u3001\u8ca0\u5411\u63d0\u793a\u8a5e\u5206\u5225\u7531\u5169\u500b <code>CLIP Text Encode<\/code> \u7bc0\u9ede\u8655\u7406\uff0c\u8ca0\u5411\u63d0\u793a\u8a5e\u5efa\u8b70\u653e\u5165\u5e38\u898b\u53bb\u6c61\u8a5e\uff0c\u5982\u300c\u7578\u5f62\u3001\u6a21\u7cca\u3001\u4f4e\u54c1\u8cea\u3001\u507d\u5f71\u300d\u7b49\uff0c\u5f71\u50cf\u5c3a\u5bf8\u7531 <code>EmptySD3LatentImage<\/code> \u7522\u751f\u6f5b\u7a7a\u9593\u5716\uff0c\u63a5\u8457\u628a\u689d\u4ef6\u3001\u6a21\u578b\u8207\u6f5b\u8b8a\u91cf\u9001\u5165 <code>KSampler<\/code> \u9032\u884c\u53d6\u6a23\uff0c\u6700\u5f8c\u900f\u904e <code>VAE Decode<\/code> \u8207 <code>SaveImage<\/code> \u8f38\u51fa\u5716\u7247\u3002\u672c\u6587\u7bc4\u4f8b\u7684\u57fa\u790e\u8a2d\u5b9a\u70ba <strong>1024\u00d7768<\/strong>\u3001\u6b65\u6578 <strong>10<\/strong>\u3001\u53d6\u6a23\u5668 <strong>res_multistep<\/strong>\u3001\u6392\u7a0b <strong>simple<\/strong>\u3001CFG \u5728 1\uff5e4 \u4e4b\u9593\u5fae\u8abf\uff1b\u986f\u5b58\u5403\u7dca\u6642\u8acb\u7dad\u6301\u55ae\u5f35\u6279\u91cf\u3002\u82e5\u60f3\u63d0\u9ad8\u7cbe\u7dfb\u5ea6\uff0c\u53ef\u4ee5\u628a\u6b65\u6578\u62c9\u5230 15\uff5e20\uff0c\u6216\u5728\u6b63\u5411\u63d0\u793a\u52a0\u5165\u66f4\u5177\u9ad4\u7684\u5149\u5f71\u8207\u69cb\u5716\u8a9e\u5f59\u3002<\/p>\n<h1><span style=\"color: #ff6600;\">\ud83d\udcdd \u5de5\u4f5c\u6d41\uff08QwenImageGGUF.json\uff09<\/span><\/h1>\n<p>\u5c07\u4e0b\u5217\u5167\u5bb9\u8907\u88fd\u5230\u6587\u5b57\u7de8\u8f2f\u5668\uff0c\u5132\u5b58\u70ba <code>QwenImageGGUF.json<\/code> \u5f8c\u5373\u53ef\u5728 ComfyUI \u532f\u5165\u3002<\/p>\n<pre class=\"line-numbers\"><code class=\"language-json\">{\"id\":\"a3b0f2e8-7d8f-4e1c-9b33-12d6f1c7a9cd\",\"revision\":1,\"last_node_id\":11,\"last_link_id\":11,\"nodes\":[{\"id\":2,\"type\":\"CLIPLoaderGGUF\",\"pos\":[20,160],\"size\":[340,120],\"flags\":{},\"order\":0,\"mode\":0,\"inputs\":[],\"outputs\":[{\"name\":\"CLIP\",\"type\":\"CLIP\",\"slot_index\":0,\"links\":[1,2]}],\"properties\":{\"cnr_id\":\"comfyui-gguf\",\"ver\":\"1.1.4\",\"Node name for S&amp;R\":\"CLIPLoaderGGUF\",\"models\":[{\"name\":\"Qwen2.5-VL-7B-Instruct-Q4_K_S.gguf\",\"url\":\"file:\/\/text_encoders\/Qwen2.5-VL-7B-Instruct-Q4_K_S.gguf\",\"directory\":\"text_encoders\"}]},\"widgets_values\":[\"Qwen2.5-VL-7B-Instruct-Q3_K_S.gguf\",\"qwen_image\"]},{\"id\":3,\"type\":\"VAELoader\",\"pos\":[19.118040084838867,334.3971252441406],\"size\":[330,60],\"flags\":{},\"order\":1,\"mode\":0,\"inputs\":[],\"outputs\":[{\"name\":\"VAE\",\"type\":\"VAE\",\"slot_index\":0,\"links\":[7]}],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.59\",\"Node name for S&amp;R\":\"VAELoader\",\"models\":[{\"name\":\"qwen_image_vae.safetensors\",\"url\":\"file:\/\/vae\/qwen_image_vae.safetensors\",\"directory\":\"vae\"}]},\"widgets_values\":[\"qwen_image_vae.safetensors\"]},{\"id\":6,\"type\":\"EmptySD3LatentImage\",\"pos\":[395.3247375488281,447.0367431640625],\"size\":[211.43600463867188,106],\"flags\":{},\"order\":2,\"mode\":0,\"inputs\":[],\"outputs\":[{\"name\":\"LATENT\",\"type\":\"LATENT\",\"slot_index\":0,\"links\":[6]}],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.59\",\"Node name for S&amp;R\":\"EmptySD3LatentImage\"},\"widgets_values\":[1024,768,1]},{\"id\":9,\"type\":\"VAEDecode\",\"pos\":[621.8590087890625,450.3192443847656],\"size\":[140,100],\"flags\":{},\"order\":8,\"mode\":0,\"inputs\":[{\"name\":\"samples\",\"type\":\"LATENT\",\"link\":9},{\"name\":\"vae\",\"type\":\"VAE\",\"link\":7}],\"outputs\":[{\"name\":\"IMAGE\",\"type\":\"IMAGE\",\"slot_index\":0,\"links\":[10]}],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.59\",\"Node name for S&amp;R\":\"VAEDecode\"},\"widgets_values\":[]},{\"id\":8,\"type\":\"KSampler\",\"pos\":[784.2811279296875,128.77174377441406],\"size\":[300,262],\"flags\":{},\"order\":7,\"mode\":0,\"inputs\":[{\"name\":\"model\",\"type\":\"MODEL\",\"link\":8},{\"name\":\"positive\",\"type\":\"CONDITIONING\",\"link\":3},{\"name\":\"negative\",\"type\":\"CONDITIONING\",\"link\":4},{\"name\":\"latent_image\",\"type\":\"LATENT\",\"link\":6}],\"outputs\":[{\"name\":\"LATENT\",\"type\":\"LATENT\",\"slot_index\":0,\"links\":[9]}],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.59\",\"Node name for S&amp;R\":\"KSampler\"},\"widgets_values\":[570849357276640,\"randomize\",10,1,\"res_multistep\",\"simple\",1]},{\"id\":7,\"type\":\"ModelSamplingAuraFlow\",\"pos\":[784.8612670898438,26.388885498046875],\"size\":[300,58],\"flags\":{},\"order\":6,\"mode\":0,\"inputs\":[{\"name\":\"model\",\"type\":\"MODEL\",\"link\":11}],\"outputs\":[{\"name\":\"MODEL\",\"type\":\"MODEL\",\"links\":[8]}],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.59\",\"Node name for S&amp;R\":\"ModelSamplingAuraFlow\"},\"widgets_values\":[3]},{\"id\":10,\"type\":\"SaveImage\",\"pos\":[1102.9210205078125,30.788015365600586],\"size\":[441.4784240722656,491.4784240722656],\"flags\":{},\"order\":9,\"mode\":0,\"inputs\":[{\"name\":\"images\",\"type\":\"IMAGE\",\"link\":10}],\"outputs\":[],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.59\"},\"widgets_values\":[\"QwenImage\/ComfyUI\"],\"color\":\"#233\",\"bgcolor\":\"#355\"},{\"id\":11,\"type\":\"UnetLoaderGGUF\",\"pos\":[21.36621856689453,18.614456176757812],\"size\":[335.11993408203125,86.15998840332031],\"flags\":{},\"order\":3,\"mode\":0,\"inputs\":[],\"outputs\":[{\"name\":\"MODEL\",\"type\":\"MODEL\",\"links\":[11]}],\"properties\":{\"cnr_id\":\"comfyui-gguf\",\"ver\":\"1.1.4\",\"Node name for S&amp;R\":\"UnetLoaderGGUF\"},\"widgets_values\":[\"Qwen_Image-Q3_K_S.gguf\"]},{\"id\":5,\"type\":\"CLIPTextEncode\",\"pos\":[385.74078369140625,234.67601013183594],\"size\":[375.2783508300781,160],\"flags\":{},\"order\":5,\"mode\":0,\"inputs\":[{\"name\":\"clip\",\"type\":\"CLIP\",\"link\":2}],\"outputs\":[{\"name\":\"CONDITIONING\",\"type\":\"CONDITIONING\",\"slot_index\":0,\"links\":[4]}],\"title\":\"CLIP Text Encode (Negative)\",\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.59\",\"Node name for S&amp;R\":\"CLIPTextEncode\"},\"widgets_values\":[\"\u7578\u5f62, \u6a21\u7cca, \u4f4e\u54c1\u8cea, \u7570\u5e38, \u507d\u5f71\"],\"color\":\"#322\",\"bgcolor\":\"#533\"},{\"id\":4,\"type\":\"CLIPTextEncode\",\"pos\":[385.7408752441406,24.839426040649414],\"size\":[373.1487731933594,161.06478881835938],\"flags\":{},\"order\":4,\"mode\":0,\"inputs\":[{\"name\":\"clip\",\"type\":\"CLIP\",\"link\":1}],\"outputs\":[{\"name\":\"CONDITIONING\",\"type\":\"CONDITIONING\",\"slot_index\":0,\"links\":[3]}],\"title\":\"CLIP Text Encode (Positive)\",\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.59\",\"Node name for S&amp;R\":\"CLIPTextEncode\"},\"widgets_values\":[\"\u4e00\u96bb\u53ef\u611b\u7684\u67f4\u72ac\u5750\u5728\u516c\u5712\u9577\u6905\u4e0a\uff0c\u65e5\u7cfb\u63d2\u756b\u98a8\u683c\"],\"color\":\"#232\",\"bgcolor\":\"#353\"}],\"links\":[[1,2,0,4,0,\"CLIP\"],[2,2,0,5,0,\"CLIP\"],[3,4,0,8,1,\"CONDITIONING\"],[4,5,0,8,2,\"CONDITIONING\"],[6,6,0,8,3,\"LATENT\"],[7,3,0,9,1,\"VAE\"],[8,7,0,8,0,\"MODEL\"],[9,8,0,9,0,\"LATENT\"],[10,9,0,10,0,\"IMAGE\"],[11,11,0,7,0,\"MODEL\"]],\"groups\":[],\"config\":{},\"extra\":{\"ds\":{\"scale\":0.9090909090909091,\"offset\":[41.05623298094109,71.10242663728752]},\"frontendVersion\":\"1.25.11\",\"VHS_latentpreview\":false,\"VHS_latentpreviewrate\":0,\"VHS_MetadataImage\":true,\"VHS_KeepIntermediate\":true},\"version\":0.4}<\/code><\/pre>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2025\/2571-1.jpg\" width=\"1280\" height=\"720\" \/><br \/>\n\u25b2 ComfyUI \u7684\u5de5\u4f5c\u6d41\u622a\u5716\u3002\u8a72\u5de5\u4f5c\u6d41\u5c31\u662f\u5728 12GB VRAM \u4e0a\u4ee5 ComfyUI \u7d50\u5408 Qwen-Image\uff08Q3 \u91cf\u5316\uff09\u5b8c\u6210\u672c\u5730\u5716\u7247\u751f\u6210\u7684\u5b8c\u6574\u505a\u6cd5\u3002\u82e5\u4f60\u60f3\u64f4\u5145\u5230\u66f4\u8907\u96dc\u7684\u4e3b\u984c\u6216\u98a8\u683c\uff0c\u50c5\u9700\u66ff\u63db\u63d0\u793a\u8a5e\u6216\u63d0\u9ad8\u6b65\u6578\u5373\u53ef\uff1b\u82e5\u9700\u8981\u66f4\u5927\u7684\u89e3\u6790\u5ea6\uff0c\u5efa\u8b70\u5148\u78ba\u4fdd\u986f\u5b58\u5145\u8db3\uff0c\u518d\u9010\u6b65\u63d0\u9ad8\u5f71\u50cf\u5c3a\u5bf8\u6216\u4f7f\u7528\u7684\u6a21\u578b\u7b49\u7d1a\uff0c\u4e26\u89c0\u5bdf\u53d6\u6a23\u6642\u9593\u8207\u756b\u8cea\u4e4b\u9593\u7684\u5e73\u8861\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<h2><span style=\"color: #0000ff;\">\u4e2d\u6587\u63d0\u793a\u8a5e\u793a\u7bc4\u8207\u751f\u6210\u6210\u679c<\/span><\/h2>\n<p>\u4ee5\u4e0b\u4e5d\u5f35\u793a\u7bc4\u7686\u7531\u76f8\u540c\u6d41\u7a0b\u751f\u6210\uff0c\u63d0\u793a\u8a5e\u5b8c\u5168\u4ee5\u4e2d\u6587\u64b0\u5beb\u3002\u9019\u6b21\u7528\u5230\u7684\u63d0\u793a\u8a5e\u5982\u4e0b\uff1a<\/p>\n<blockquote><p>1. \u4e00\u96bb\u53ef\u611b\u7684\u67f4\u72ac\u5750\u5728\u516c\u5712\u9577\u6905\u4e0a\uff0c\u65e5\u7cfb\u63d2\u756b\u98a8\u683c<br \/>\n2. \u4e00\u96bb\u80d6\u80d6\u7684\u6a58\u8c93\u8737\u7e2e\u5728\u7a97\u908a\u7684\u5750\u588a\u4e0a\uff0c\u65e5\u7cfb\u63d2\u756b\u98a8\u683c<br \/>\n3. \u4e00\u500b\u7a7f\u8457\u6c34\u624b\u670d\u7684\u5c11\u5973\u624b\u6367\u8457\u6c23\u7403\uff0c\u7ad9\u5728\u6d77\u908a\u7684\u6728\u68e7\u9053\u4e0a\uff0c\u65e5\u7cfb\u63d2\u756b\u98a8\u683c<br \/>\n4. \u4e00\u96bb\u5c0f\u72d0\u72f8\u8db4\u5728\u6eff\u662f\u843d\u8449\u7684\u77f3\u968e\u4e0a\uff0c\u62ac\u982d\u671b\u8457\u5929\u7a7a\uff0c\u65e5\u7cfb\u63d2\u756b\u98a8\u683c<br \/>\n5. \u4e00\u4f4d\u6234\u8457\u5713\u773c\u93e1\u7684\u5c11\u5e74\u6b63\u5728\u5496\u5561\u5ef3\u88e1\u770b\u66f8\uff0c\u684c\u4e0a\u6709\u4e00\u676f\u71b1\u5496\u5561\uff0c\u65e5\u7cfb\u63d2\u756b\u98a8\u683c<br \/>\n6. \u4e00\u96bb\u5c0f\u4f01\u9d5d\u5728\u96ea\u5730\u4e0a\u73a9\u800d\uff0c\u65c1\u908a\u6709\u4e00\u500b\u5c0f\u96ea\u4eba\uff0c\u65e5\u7cfb\u63d2\u756b\u98a8\u683c<br \/>\n7. \u4e00\u500b\u5c11\u5973\u6490\u8457\u900f\u660e\u96e8\u5098\u8d70\u5728\u6afb\u82b1\u96e8\u4e0b\u7684\u8857\u9053\u4e0a\uff0c\u65e5\u7cfb\u63d2\u756b\u98a8\u683c<br \/>\n8. \u4e00\u96bb\u8c93\u982d\u9df9\u7ad9\u5728\u5716\u66f8\u9928\u7684\u66f8\u67b6\u4e0a\uff0c\u80cc\u666f\u662f\u6eab\u6696\u7684\u9ec3\u71c8\u5149\uff0c\u65e5\u7cfb\u63d2\u756b\u98a8\u683c<br \/>\n9. \u4e00\u5c0d\u60c5\u4fb6\u4e26\u80a9\u5750\u5728\u6cb3\u7554\uff0c\u770b\u8457\u5915\u967d\u7684\u5012\u5f71\u7051\u843d\u5728\u6c34\u9762\u4e0a\uff0c\u65e5\u7cfb\u63d2\u756b\u98a8\u683c<\/p><\/blockquote>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2025\/2571-2.jpg\" width=\"1024\" height=\"768\" \/><br \/>\n\u25b2 \u4e00\u96bb\u53ef\u611b\u7684\u67f4\u72ac\u5750\u5728\u516c\u5712\u9577\u6905\u4e0a\uff0c\u65e5\u7cfb\u63d2\u756b\u98a8\u683c\u3002\u80cc\u666f\u7da0\u610f\u8207\u967d\u5149\u6591\u99c1\u8b93\u756b\u9762\u5f88\u6709\u5348\u5f8c\u7684\u8f15\u9b06\u611f\uff0c\u6728\u6905\u7684\u6728\u7d0b\u7d30\u7bc0\u8207\u67f4\u72ac\u7684\u81c9\u90e8\u8868\u60c5\u90fd\u76f8\u7576\u7a69\u5b9a\uff0c\u908a\u7de3\u904e\u6e21\u81ea\u7136\uff0c\u984f\u8272\u4e7e\u6de8\u4e0d\u5806\u758a\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2025\/2571-3.jpg\" width=\"1024\" height=\"768\" \/><br \/>\n\u25b2 \u4e00\u96bb\u80d6\u80d6\u7684\u6a58\u8c93\u8737\u7e2e\u5728\u7a97\u908a\u7684\u5750\u588a\u4e0a\uff0c\u65e5\u7cfb\u63d2\u756b\u98a8\u683c\u3002\u7a97\u5916\u7684\u67d4\u5149\u88fd\u9020\u6eab\u6696\u7684\u9ad8\u5149\u5340\u57df\uff0c\u6bdb\u9aee\u5c64\u6b21\u8207\u82b1\u7d0b\u7684\u929c\u63a5\u5f88\u5e73\u6ed1\uff0c\u5750\u588a\u7684\u5e03\u6599\u8207\u9670\u5f71\u4e5f\u4fdd\u6301\u4e7e\u6de8\u7684\u7b46\u89f8\uff0c\u6574\u9ad4\u6975\u5177\u7642\u7652\u611f\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2025\/2571-4.jpg\" width=\"1024\" height=\"768\" \/><br \/>\n\u25b2 \u4e00\u500b\u7a7f\u8457\u6c34\u624b\u670d\u7684\u5c11\u5973\u624b\u6367\u8457\u6c23\u7403\uff0c\u7ad9\u5728\u6d77\u908a\u6728\u68e7\u9053\u4e0a\uff0c\u65e5\u7cfb\u63d2\u756b\u98a8\u683c\u3002\u6d77\u5929\u7dda\u660e\u78ba\u3001\u96f2\u6735\u9b06\u8edf\uff0c\u88d9\u64fa\u8207\u9aee\u7d72\u56e0\u6d77\u98a8\u5fae\u52d5\uff0c\u69cb\u5716\u7559\u767d\u525b\u597d\uff0c\u8272\u5f69\u6e05\u723d\u800c\u4e14\u5177\u6709\u590f\u65e5\u6c23\u606f\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2025\/2571-5.jpg\" width=\"1024\" height=\"768\" \/><br \/>\n\u25b2 \u4e00\u96bb\u5c0f\u72d0\u72f8\u8db4\u5728\u6eff\u662f\u843d\u8449\u7684\u77f3\u968e\u4e0a\uff0c\u62ac\u982d\u671b\u8457\u5929\u7a7a\uff0c\u65e5\u7cfb\u63d2\u756b\u98a8\u683c\u3002\u91d1\u9ec3\u8207\u6a58\u7d05\u7684\u843d\u8449\u8207\u72d0\u72f8\u6bdb\u8272\u76f8\u4e92\u547c\u61c9\uff0c\u968e\u68af\u7684\u7c97\u7cd9\u8cea\u5730\u8207\u67d4\u7126\u80cc\u666f\u8b93\u5b63\u7bc0\u611f\u5341\u5206\u660e\u78ba\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2025\/2571-6.jpg\" width=\"1024\" height=\"768\" \/><br \/>\n\u25b2 \u4e00\u4f4d\u6234\u8457\u5713\u773c\u93e1\u7684\u5c11\u5e74\u6b63\u5728\u5496\u5561\u5ef3\u88e1\u770b\u66f8\uff0c\u684c\u4e0a\u6709\u4e00\u676f\u71b1\u5496\u5561\uff0c\u65e5\u7cfb\u63d2\u756b\u98a8\u683c\u3002\u666f\u6df1\u5c07\u80cc\u666f\u67d4\u5316\uff0c\u628a\u6ce8\u610f\u529b\u96c6\u4e2d\u5728\u4eba\u7269\u8207\u66f8\u672c\uff0c\u676f\u76e4\u8207\u7d19\u5f35\u7684\u6750\u8cea\u8655\u7406\u7d30\u81a9\uff0c\u6c1b\u570d\u5b89\u975c\u800c\u5c08\u6ce8\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2025\/2571-7.jpg\" width=\"1024\" height=\"768\" \/><br \/>\n\u25b2 \u4e00\u96bb\u5c0f\u4f01\u9d5d\u5728\u96ea\u5730\u4e0a\u73a9\u800d\uff0c\u65c1\u908a\u6709\u4e00\u500b\u5c0f\u96ea\u4eba\uff0c\u65e5\u7cfb\u63d2\u756b\u98a8\u683c\u3002\u96ea\u82b1\u7c92\u5b50\u8207\u5730\u9762\u53cd\u5149\u8655\u7406\u4fcf\u76ae\u6e05\u900f\uff0c\u89d2\u8272\u8868\u60c5\u9748\u52d5\u53ef\u611b\uff0c\u5c0d\u6bd4\u5ea6\u6070\u5230\u597d\u8655\uff0c\u6574\u9ad4\u756b\u9762\u4e7e\u6de8\u4e14\u7121\u660e\u986f\u566a\u9ede\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2025\/2571-8.jpg\" width=\"1024\" height=\"768\" \/><br \/>\n\u25b2 \u4e00\u500b\u5c11\u5973\u6490\u8457\u900f\u660e\u96e8\u5098\u8d70\u5728\u6afb\u82b1\u96e8\u4e0b\u7684\u8857\u9053\u4e0a\uff0c\u65e5\u7cfb\u63d2\u756b\u98a8\u683c\u3002\u7c89\u8272\u82b1\u74e3\u8207\u8def\u9762\u6fd5\u6f64\u7684\u9ad8\u5149\u4ea4\u7e54\uff0c\u4eba\u7269\u908a\u7de3\u5149\u67d4\u548c\uff0c\u5f9e\u69cb\u5716\u5230\u6c23\u6c1b\u90fd\u5448\u73fe\u8f15\u76c8\u8207\u6d6a\u6f2b\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2025\/2571-9.jpg\" width=\"1024\" height=\"768\" \/><br \/>\n\u25b2 \u4e00\u96bb\u8c93\u982d\u9df9\u7ad9\u5728\u5716\u66f8\u9928\u7684\u66f8\u67b6\u4e0a\uff0c\u80cc\u666f\u662f\u6eab\u6696\u7684\u9ec3\u71c8\u5149\uff0c\u65e5\u7cfb\u63d2\u756b\u98a8\u683c\u3002\u7fbd\u6bdb\u7d0b\u7406\u8207\u773c\u795e\u805a\u7126\u6e05\u6670\uff0c\u6696\u9ec3\u5149\u5f71\u8b93\u7a7a\u9593\u986f\u5f97\u6c89\u975c\uff0c\u66f8\u810a\u6392\u5e03\u63d0\u4f9b\u4e86\u826f\u597d\u7684\u898f\u5f8b\u611f\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2025\/2571-10.jpg\" width=\"1024\" height=\"768\" \/><br \/>\n\u25b2 \u4e00\u5c0d\u60c5\u4fb6\u4e26\u80a9\u5750\u5728\u6cb3\u7554\uff0c\u770b\u8457\u5915\u967d\u7684\u5012\u5f71\u7051\u843d\u5728\u6c34\u9762\u4e0a\uff0c\u65e5\u7cfb\u63d2\u756b\u98a8\u683c\u3002\u9006\u5149\u908a\u7de3\u5149\u8207\u6c34\u9762\u53cd\u5c04\u81ea\u7136\uff0c\u524d\u666f\u8349\u53e2\u4f5c\u70ba\u6846\u666f\u589e\u6dfb\u5c64\u6b21\uff0c\u6574\u9ad4\u60c5\u7dd2\u67d4\u548c\u800c\u7d30\u81a9\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2025\/2571.jpg\" width=\"1024\" height=\"768\" \/><br \/>\n\u25b2 \u4e5d\u5f35\u793a\u7bc4\u7684\u7e2e\u5716\u62fc\u63a5\u7e3d\u89bd\uff0c\u65e5\u7cfb\u63d2\u756b\u98a8\u683c\u5728\u5149\u5f71\u3001\u908a\u7de3\u8207\u8272\u584a\u7684\u7a69\u5b9a\u5ea6\u8868\u73fe\u90fd\u76f8\u7576\u4e0d\u932f\uff0c\u642d\u914d Q3 \u91cf\u5316\u57fa\u672c\u80fd\u517c\u9867\u901f\u5ea6\u8207\u7d30\u7bc0\u3002<\/p>\n<h2><span style=\"color: #0000ff;\">\u5e38\u898b\u554f\u984c<\/span><\/h2>\n<p>\u82e5\u7bc0\u9ede\u986f\u793a\u7d05\u8272\u901a\u5e38\u662f\u7f3a\u5c11 GGUF \u76f8\u95dc\u81ea\u8a02\u7bc0\u9ede\u6216\u6a21\u578b\u8def\u5f91\u932f\u8aa4\uff0c\u8acb\u91cd\u65b0\u78ba\u8a8d\u4e26\u91cd\u555f ComfyUI\u3002\u81c9\u90e8\u6216\u624b\u90e8\u5076\u767c\u5d29\u58de\u6642\uff0c\u53ef\u7565\u589e\u6b65\u6578\u4e26\u5728\u8ca0\u5411\u63d0\u793a\u52a0\u4e0a\u300c\u932f\u4f4d\u3001\u984d\u5916\u624b\u6307\u3001\u7578\u5f62\u300d\u7b49\u8a5e\uff1b\u756b\u9762\u504f\u5e73\u6642\uff0c\u63d0\u5347\u6b65\u6578\u8207 CFG\uff0c\u6216\u5728\u63d0\u793a\u8a5e\u52a0\u5165\u300c\u9006\u5149\u3001\u908a\u7de3\u5149\u3001\u67d4\u7126\u6563\u666f\u3001\u83f2\u6797\u9846\u7c92\u300d\u7b49\u63cf\u8ff0\uff0c\u80fd\u8b93\u5c64\u6b21\u66f4\u8c50\u5bcc\u3002<\/p>\n<h1><span style=\"color: #339966;\">\ud83d\udcad \u66f4\u591a\u61c9\u7528<\/span><\/h1>\n<p><strong>Qwen-Image<\/strong> \u4f5c\u70ba\u6587\u751f\u5716\u6a21\u578b\uff0c\u6700\u5927\u7684\u7279\u8272\u5c31\u662f\u80fd\u5920\u76f4\u63a5\u7406\u89e3\u4e2d\u6587\u63d0\u793a\u8a5e\u4e26\u751f\u6210\u9ad8\u54c1\u8cea\u63d2\u756b\u3002\u9664\u4e86\u57fa\u790e\u7684\u5165\u9580\u6559\u5b78\u5916\uff0c\u6211\u5011\u4e5f\u6301\u7e8c\u6574\u7406\u5404\u7a2e\u300c\u61c9\u7528\u7bc7\u300d\uff0c\u900f\u904e\u4e0d\u540c\u4e3b\u984c\u7684\u5be6\u969b\u6848\u4f8b\uff0c\u5c55\u793a\u6a21\u578b\u5728\u89d2\u8272\u3001\u5834\u666f\u3001\u6c1b\u570d\u7b49\u591a\u65b9\u9762\u7684\u5275\u4f5c\u80fd\u529b\u3002\u4ee5\u4e0b\u662f\u76ee\u524d\u5df2\u767c\u5e03\u7684\u61c9\u7528\u793a\u7bc4\uff1a<\/p>\n<p><a href=\"https:\/\/mnya.tw\/cc\/word\/2572.html\" target=\"_blank\" rel=\"noopener\"><strong>\ud83d\udc49 ComfyUI x Qwen-Image\uff1a\u4e2d\u6587\u63d0\u793a\u8a5e\u4e4b\u52d5\u6f2b\u5c11\u5973\u751f\u6210\u793a\u7bc4\uff08\u61c9\u7528\u7bc7\uff09<\/strong><\/a><br \/>\n<a href=\"https:\/\/mnya.tw\/cc\/word\/2573.html\" target=\"_blank\" rel=\"noopener\"><strong>\ud83d\udc49 ComfyUI x Qwen-Image\uff1a\u4e2d\u6587\u63d0\u793a\u8a5e\u4e4b\u52d5\u6f2b\u5c11\u5e74\u751f\u6210\u793a\u7bc4\uff08\u61c9\u7528\u7bc7\uff09<\/strong><\/a><br \/>\n<a href=\"https:\/\/mnya.tw\/cc\/word\/2574.html\" target=\"_blank\" rel=\"noopener\"><strong>\ud83d\udc49 ComfyUI x Qwen-Image\uff1a\u4e2d\u6587\u63d0\u793a\u8a5e\u4e4b\u65e5\u7cfb\u5c11\u5973\u751f\u6210\u793a\u7bc4\uff08\u61c9\u7528\u7bc7\uff09<\/strong><\/a><br \/>\n<a href=\"https:\/\/mnya.tw\/cc\/word\/2575.html\" target=\"_blank\" rel=\"noopener\"><strong>\ud83d\udc49 ComfyUI x Qwen-Image\uff1a\u4e2d\u6587\u63d0\u793a\u8a5e\u4e4b\u52d5\u6f2b\u98a8\u683c\u4e2d\u82f1\u6587\u5b57\u751f\u6210\u793a\u7bc4\uff08\u61c9\u7528\u7bc7\uff09<\/strong><\/a><br \/>\n<a href=\"https:\/\/mnya.tw\/cc\/word\/2576.html\" target=\"_blank\" rel=\"noopener\"><strong>\ud83d\udc49 ComfyUI x Qwen-Image\uff1a\u4e2d\u6587\u63d0\u793a\u8a5e\u4e4b\u771f\u4eba\u98a8\u683c\u4e2d\u82f1\u6587\u5b57\u751f\u6210\u793a\u7bc4\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\u7528\u5bb6\u7528\u7b49\u7d1a\u986f\u5361\u5728\u672c\u5730\u751f\u6210\u4e7e\u6de8\u3001\u7a69\u5b9a\u7684 AI \u63d2\u756b\uff1f\u9019\u7bc7\u76f4\u63a5\u7d66\u4f60\u53ef\u532f\u5165\u7684 ComfyUI \u5de5\u4f5c\u6d41\u8207\u53c3\u6578\u5efa\u8b70\uff0c\u6574\u500b\u6d41\u7a0b\u4ee5 GGUF \u91cf\u5316\u7248\u7684 Qwen-Image \u70ba\u6838\u5fc3\uff0c\u5728 12GB VRAM \u7684\u74b0\u5883 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":20758,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[16,525,557],"tags":[562,572],"class_list":["post-20747","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-software-application","category-ai","category-ai-drawing","tag-comfyui","tag-qwen-image"],"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\uff1a12GB VRAM \u672c\u5730\u958b\u6e90 AI \u7e6a\u5716\u751f\u6210\u6559\u5b78\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\/2571.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\uff1a12GB VRAM \u672c\u5730\u958b\u6e90 AI \u7e6a\u5716\u751f\u6210\u6559\u5b78\uff08\u9644\u5de5\u4f5c\u6d41\uff09 - \u840c\u82bd\u7d9c\u5408\u5929\u5730 - \u840c\u82bd\u7db2\u9801\" \/>\n<meta property=\"og:description\" content=\"\u60f3\u7528\u5bb6\u7528\u7b49\u7d1a\u986f\u5361\u5728\u672c\u5730\u751f\u6210\u4e7e\u6de8\u3001\u7a69\u5b9a\u7684 AI \u63d2\u756b\uff1f\u9019\u7bc7\u76f4\u63a5\u7d66\u4f60\u53ef\u532f\u5165\u7684 ComfyUI \u5de5\u4f5c\u6d41\u8207\u53c3\u6578\u5efa\u8b70\uff0c\u6574\u500b\u6d41\u7a0b\u4ee5 GGUF \u91cf\u5316\u7248\u7684 Qwen-Image \u70ba\u6838\u5fc3\uff0c\u5728 12GB V [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/mnya.tw\/cc\/word\/2571.html\" \/>\n<meta property=\"og:site_name\" content=\"\u840c\u82bd\u7d9c\u5408\u5929\u5730\" \/>\n<meta property=\"article:published_time\" 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