{"id":644,"date":"2026-08-07T17:09:19","date_gmt":"2026-08-07T09:09:19","guid":{"rendered":"http:\/\/nelliemylove.cn\/nelliemylove\/index.php\/2026\/08\/07\/w2i-by-comfyui\/"},"modified":"2026-08-09T14:10:38","modified_gmt":"2026-08-09T06:10:38","slug":"local-rtx3080-w2l","status":"publish","type":"post","link":"http:\/\/nelliemylove.cn\/nelliemylove\/index.php\/2026\/08\/07\/local-rtx3080-w2l\/","title":{"rendered":"W2I by ComfyUI"},"content":{"rendered":"<h1>W2I by ComfyUI<\/h1>\n<blockquote><p>\u901a\u8fc7ComfyUI\u5b9e\u73b0\u6587\u5b57\u751f\u56fe\u7684\u7b80\u5355\u6559\u7a0b\u3002<\/p><\/blockquote>\n<h2>\u4e00\u3001ComfyUI \u662f\u4ec0\u4e48<\/h2>\n<p>ComfyUI \u662f\u4e00\u6b3e\u57fa\u4e8e\u8282\u70b9\u7684\u5f00\u6e90 AI \u56fe\u50cf\u751f\u6210\u5f15\u64ce\uff0cGitHub \u4e0a\u5df2\u83b7\u5f97 <strong>10 \u4e07+ Star<\/strong>\uff0c\u662f\u76ee\u524d AI \u7ed8\u753b\u9886\u57df\u6700\u53d7\u6b22\u8fce\u7684\u5de5\u5177\u4e4b\u4e00\u3002<\/p>\n<p>\u8282\u70b9\u5f0f\u5de5\u4f5c\u6d41\uff1a\u5c06\u56fe\u50cf\u751f\u6210\u8fc7\u7a0b\u62c6\u89e3\u4e3a\u53ef\u89c6\u5316\u8282\u70b9\uff08\u52a0\u8f7d\u6a21\u578b-\u8f93\u5165\u63d0\u793a\u8bcd-\u91c7\u6837-VAE\u89e3\u7801-\u8f93\u51fa\u56fe\u7247\uff09\uff0c\u50cf\u642d\u7535\u8def\u4e00\u6837\u62d6\u62fd\u8fde\u7ebf\uff0c\u6bcf\u6b65\u53c2\u6570\u7cbe\u786e\u53ef\u63a7\uff1b<\/p>\n<p>\u9ad8\u5ea6\u6a21\u5757\u5316\uff1a\u60f3\u6539\u54ea\u6b65\u5c31\u53ea\u8dd1\u54ea\u6b65\uff0c\u652f\u6301\u590d\u6742\u6d41\u7a0b\u7ec4\u5408\uff08\u9ad8\u6e05\u4fee\u590d\u3001\u5c40\u90e8\u91cd\u7ed8\u3001ControlNet\u3001\u4e0a\u91c7\u6837\u7b49\uff09\uff1b<\/p>\n<p>\u591a\u6a21\u578b\u652f\u6301\uff1a\u652f\u6301 SD 1.x\/2.x\/XL\u3001SD3\/3.5\u3001Flux\u3001Stable Cascade\u3001HunyuanDiT\u3001Pixart \u7b49\u51e0\u4e4e\u6240\u6709\u4e3b\u6d41\u5f00\u6e90\u6a21\u578b,\u4ee5\u53ca\u89c6\u9891\u751f\u6210\u30013D \u6e32\u67d3\u7b49\u591a\u5a92\u4f53\u6a21\u578b\uff1b<\/p>\n<p>\u514d\u8d39\u5f00\u6e90\uff1a\u5b8c\u5168\u514d\u8d39\u672c\u5730\u8fd0\u884c,\u6570\u636e 100% \u79c1\u6709,\u65e0\u9700 API \u8d39\u7528\uff1b<\/p>\n<p>\u4f4e\u95e8\u69db\uff1a\u667a\u80fd\u663e\u5b58\u7ba1\u7406,\u4f4e\u81f3 1GB \u663e\u5b58\u5373\u53ef\u8fd0\u884c;2025 \u5e74\u5df2\u53d1\u5e03 V1 \u684c\u9762\u7248,\u4e00\u952e\u5b89\u88c5\uff1b<\/p>\n<p>\u4e30\u5bcc\u751f\u6001\uff1a\u793e\u533a\u6d77\u91cf\u63d2\u4ef6\u548c\u73b0\u6210\u5de5\u4f5c\u6d41 JSON,\u4e0b\u8f7d\u5bfc\u5165\u5373\u53ef\u4f7f\u7528\u3002<\/p>\n<h3>\u80fd\u505a\u4ec0\u4e48<\/h3>\n<ul>\n<li>\ud83c\udfa8 <strong>AI \u7ed8\u753b<\/strong>\uff1a\u5404\u79cd\u98ce\u683c\u56fe\u50cf\u751f\u6210\uff0c\u7cbe\u786e\u63a7\u5236\u6bcf\u4e2a\u53c2\u6570<\/li>\n<li>\ud83d\udc57 <strong>\u7535\u5546\u6a21\u7279\u6362\u88c5<\/strong>\uff1a\u4e00\u5f20\u56fe\u641e\u5b9a\u5168\u54c1\u7c7b\u5c55\u793a<\/li>\n<li>\ud83c\udfe0 <strong>\u5ba4\u5185\u8bbe\u8ba1\u6e32\u67d3<\/strong>\uff1a\u6bdb\u576f\u623f\u79d2\u53d8\u7cbe\u88c5\u6548\u679c\u56fe<\/li>\n<li>\ud83c\udfac <strong>AI \u89c6\u9891\u751f\u6210<\/strong>\uff1a\u56fe\u751f\u89c6\u9891\u3001\u52a8\u753b\u5236\u4f5c<\/li>\n<li>\ud83d\uddbc\ufe0f <strong>\u8001\u7167\u7247\u4fee\u590d<\/strong>\uff1a\u9ad8\u6e05\u653e\u5927\u3001\u4e0a\u8272\u4fee\u590d<\/li>\n<li>\ud83c\udfb5 <strong>\u97f3\u9891\u751f\u6210<\/strong>\uff1a2024 \u5e74\u540e\u5df2\u6269\u5c55\u81f3\u591a\u5a92\u4f53\u521b\u4f5c<\/li>\n<\/ul>\n<h2>\u4e8c\u3001\u542f\u52a8\u811a\u672c\u600e\u4e48\u9009<\/h2>\n<p>ComfyUI \u5728 Windows \u81ea\u5e26\u4e24\u4e2a GPU \u542f\u52a8\u811a\u672c\uff1a<code>run_nvidia_gpu<\/code> \u4e0e <code>run_nvidia_gpu_fast_fp16_accumulation<\/code>\u3002<\/p>\n<p>\u6838\u5fc3\u533a\u522b\u5728<strong>\u8ba1\u7b97\u7cbe\u5ea6\u6a21\u5f0f<\/strong>\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"\" src=\"http:\/\/nelliemylove.cn\/nelliemylove\/wp-content\/themes\/cyberpunk-blog\/assets\/images\/posts\/w2i\/image2.png\" alt=\"\u4e24\u4e2a GPU \u542f\u52a8\u811a\u672c\u5bf9\u6bd4\" width=\"795\" height=\"277\" \/><\/p>\n<h3>\u5177\u4f53\u89e3\u91ca<\/h3>\n<h4><code>run_nvidia_gpu<\/code><\/h4>\n<ul>\n<li>\u9ed8\u8ba4\u4f7f\u7528 <strong>FP32\uff08\u5355\u7cbe\u5ea6\u6d6e\u70b9\uff09<\/strong> \u8fdb\u884c\u6240\u6709\u8ba1\u7b97<\/li>\n<li>\u6bcf\u4e2a\u6570\u5360 4 \u5b57\u8282\uff0c\u663e\u5b58\u5360\u7528\u5927\uff0c\u4f46\u6570\u503c\u8303\u56f4\u5bbd\uff08\u7ea6 \u00b13.4\u00d710\u00b3\u2078\uff09\uff0c\u8ba1\u7b97\u7a33\u5b9a\uff0c\u51e0\u4e4e\u4e0d\u4f1a\u51fa\u73b0\u7cbe\u5ea6\u95ee\u9898<\/li>\n<li><strong>\u9002\u5408<\/strong>\uff1a\u8c03\u8bd5\u3001\u5bf9\u8f93\u51fa\u7cbe\u5ea6\u654f\u611f\u7684\u573a\u666f\uff0c\u6216\u663e\u5b58\u5145\u8db3\u4e0d\u5728\u4e4e\u901f\u5ea6\u65f6<\/li>\n<\/ul>\n<h4><code>run_nvidia_gpu_fast_fp16_accumulation<\/code><\/h4>\n<ul>\n<li>\u4f7f\u7528 <strong>\u6df7\u5408\u7cbe\u5ea6<\/strong>\uff1a\u77e9\u9635\u4e58\u6cd5\u7528 <strong>FP16\uff08\u534a\u7cbe\u5ea6\uff0c\u6bcf\u4e2a\u6570 2 \u5b57\u8282\uff09<\/strong> \u5b8c\u6210\uff0c\u4f46\u7d2f\u52a0\uff08accumulation\uff09\u4ecd\u7528 <strong>FP32<\/strong> \u4fdd\u6301\u7cbe\u5ea6<\/li>\n<li>&#8220;fast&#8221; \u7684\u6765\u6e90\uff1aGPU \u7684 <strong>Tensor Core<\/strong> \u5bf9 FP16 \u8fd0\u7b97\u6709\u786c\u4ef6\u52a0\u901f\uff0c\u541e\u5410\u91cf\u8fdc\u8d85 FP32\uff1b\u540c\u65f6\u663e\u5b58\u5360\u7528\u51cf\u534a\uff0c\u53ef\u4ee5\u585e\u8fdb\u66f4\u5927\u7684 batch \u6216\u66f4\u5927\u6a21\u578b<\/li>\n<li>&#8220;fp16_accumulation&#8221; \u7684\u542b\u4e49\uff1a\u7d2f\u52a0\u6b65\u9aa4\u7528 FP16 \u800c\u975e FP32\uff08\u6bd4\u6807\u51c6\u6df7\u5408\u7cbe\u5ea6\u66f4\u5feb\u4f46\u7cbe\u5ea6\u7a0d\u4f4e\uff09\uff0c\u662f NVIDIA cuBLAS \u4e2d <code>CUBLAS_MATH_DISALLOW_REDUCED_PRECISION_REDUCTION<\/code> \u76f8\u5173\u4f18\u5316\u7684\u4f53\u73b0<\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"\" src=\"http:\/\/nelliemylove.cn\/nelliemylove\/wp-content\/themes\/cyberpunk-blog\/assets\/images\/posts\/w2i\/image3.png\" alt=\"FP32 vs FP16 \u9009\u62e9\u5efa\u8bae\" width=\"843\" height=\"146\" \/><\/p>\n<h3>\u9009\u62e9\u5efa\u8bae<\/h3>\n<ul>\n<li>\u9009 <code>fast_fp16_accumulation<\/code>\uff1a\u6a21\u578b\u53c2\u6570\u91cf &gt; 1 \u4ebf\u3001\u5355\u5361\u663e\u5b58 &lt; 24GB\u3001\u6216\u8ffd\u6c42\u6781\u81f4\u63a8\u7406\/\u8bad\u7ec3\u901f\u5ea6<\/li>\n<li>\u9009 <code>run_nvidia_gpu<\/code>\uff1a\u5c0f\u6a21\u578b\u8c03\u8bd5\u3001\u5bf9\u6570\u503c\u7a33\u5b9a\u6027\u8981\u6c42\u6781\u9ad8\u3001\u6216 GPU \u4e0d\u652f\u6301 Tensor Core\uff08\u5982\u8001\u65e7 GTX \u7cfb\u5217\u65e0 Tensor Core\uff09\u65f6\u4f7f\u7528<\/li>\n<\/ul>\n<h2>\u4e09\u3001\u7b2c\u4e00\u6b21\u542f\u52a8<\/h2>\n<h3>\u542f\u52a8\u811a\u672c<\/h3>\n<p>\u76f4\u63a5\u53cc\u51fb ComfyUI \u81ea\u5e26\u7684 <code>run_nvidia_gpu_fast_fp16_accumulation<\/code> \u5373\u53ef\u3002\u7ec8\u7aef\u4f1a\u6253\u5370\u5927\u91cf\u521d\u59cb\u5316\u65e5\u5fd7\uff0c\u770b\u5230 <code>To see the GUI go to: http:\/\/127.0.0.1:8188<\/code> \u5373\u8868\u793a\u542f\u52a8\u6210\u529f\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"\" src=\"http:\/\/nelliemylove.cn\/nelliemylove\/wp-content\/themes\/cyberpunk-blog\/assets\/images\/posts\/w2i\/image4.png\" alt=\"ComfyUI \u542f\u52a8\u65e5\u5fd7\" width=\"748\" height=\"391\" \/><\/p>\n<h3>\u8bbf\u95ee\u9ed8\u8ba4\u9875\u9762<\/h3>\n<p>\u6d4f\u89c8\u5668\u6253\u5f00 <a href=\"http:\/\/127.0.0.1:8188\">http:\/\/127.0.0.1:8188<\/a>\uff0c\u5373\u53ef\u8fdb\u5165 ComfyUI \u5de5\u4f5c\u6d41\u7f16\u8f91\u5668\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"\" src=\"http:\/\/nelliemylove.cn\/nelliemylove\/wp-content\/themes\/cyberpunk-blog\/assets\/images\/posts\/w2i\/image5.png\" alt=\"ComfyUI \u9ed8\u8ba4\u9875\u9762\" width=\"769\" height=\"344\" \/><\/p>\n<h2>\u56db\u3001\u4e0b\u8f7d\u5fc5\u8981\u7684\u5de5\u4f5c\u6d41<\/h2>\n<h3>1. \u8bbf\u95ee civitai.com \u627e\u6548\u679c\u56fe\u3001\u6a21\u578b\u4e0e\u5de5\u4f5c\u6d41<\/h3>\n<p><a href=\"https:\/\/civitai.com\/\">civitai.com<\/a> \u662f ComfyUI \u6700\u5927\u7684\u7d20\u6750\u5e93\uff0c\u91cc\u9762\u6bcf\u5f20\u6548\u679c\u56fe\u90fd\u5bf9\u5e94\u4e00\u7ec4&#8221;\u4e3b\u6a21\u578b + \u5de5\u4f5c\u6d41&#8221;\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"\" src=\"http:\/\/nelliemylove.cn\/nelliemylove\/wp-content\/themes\/cyberpunk-blog\/assets\/images\/posts\/w2i\/image6.png\" alt=\"civitai \u6a21\u578b\u5e7f\u573a\" width=\"755\" height=\"320\" \/><\/p>\n<h3>2. \u6839\u636e\u9700\u8981\u4e0b\u8f7d\u5bf9\u5e94\u7684\u6a21\u578b<\/h3>\n<p>\u6a21\u578b\u6587\u4ef6\u4e00\u822c\u51e0\u767e MB \u5230\u51e0 GB\uff0c\u4e0b\u8f7d\u901f\u5ea6\u53d6\u51b3\u4e8e huggingface \/ \u955c\u50cf\u7ad9\uff1b\u4e0b\u8f7d\u540e\u653e\u8fdb ComfyUI \u7684\u5bf9\u5e94\u76ee\u5f55\u5373\u53ef\u88ab\u81ea\u52a8\u52a0\u8f7d\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"\" src=\"http:\/\/nelliemylove.cn\/nelliemylove\/wp-content\/themes\/cyberpunk-blog\/assets\/images\/posts\/w2i\/image7.png\" alt=\"\u6a21\u578b\u4e0b\u8f7d\u9875\" width=\"792\" height=\"336\" \/><\/p>\n<h3>3. \u4e0b\u8f7d\u5bf9\u5e94\u7684\u5de5\u4f5c\u6d41<\/h3>\n<p>\u5de5\u4f5c\u6d41\u662f JSON \u683c\u5f0f\u7684&#8221;\u8282\u70b9\u8fde\u7ebf\u56fe&#8221;\uff0c\u63cf\u8ff0\u4e86\u4ece\u8f93\u5165\u5230\u8f93\u51fa\u7684\u5168\u90e8\u53c2\u6570\u4e0e\u6d41\u7a0b\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"\" src=\"http:\/\/nelliemylove.cn\/nelliemylove\/wp-content\/themes\/cyberpunk-blog\/assets\/images\/posts\/w2i\/image8.png\" alt=\"workflow \u4e0b\u8f7d\u9875\" width=\"715\" height=\"307\" \/><\/p>\n<h3>4. \u5c06\u5de5\u4f5c\u6d41\u5bfc\u5165\u5230 ComfyUI \u9875\u9762<\/h3>\n<p>\u5728 ComfyUI \u9876\u90e8\u83dc\u5355 <code>Workflows<\/code> \u2192 <code>Open<\/code> \u9009\u62e9\u4e0b\u8f7d\u7684 JSON\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"\" src=\"http:\/\/nelliemylove.cn\/nelliemylove\/wp-content\/themes\/cyberpunk-blog\/assets\/images\/posts\/w2i\/image9.png\" alt=\"\u5bfc\u5165 workflow\" width=\"742\" height=\"346\" \/><\/p>\n<h3>5. \u9605\u8bfb\u5de5\u4f5c\u6d41\u5185\u63d0\u793a\uff0c\u4e86\u89e3\u5fc5\u5907\u7684\u6a21\u578b\u7b49\u4fe1\u606f<\/h3>\n<p>\u5bfc\u5165\u540e\u68c0\u67e5\u6bcf\u4e2a\u6a21\u578b\u52a0\u8f7d\u8282\u70b9\u5bf9\u5e94\u7684\u8def\u5f84\u662f\u5426\u9f50\u5168\u2014\u2014\u7f3a\u54ea\u4e2a\u5c31\u8865\u54ea\u4e2a\u3002<\/p>\n<h2>\u4e94\u3001\u5fc5\u9009\u6a21\u578b<\/h2>\n<h3>\u4e3b\u6a21\u578b\uff08\u5efa\u8bae\uff09<\/h3>\n<p>https:\/\/civitai.com\/models\/620406\/moody-pro-mix<\/p>\n<h3>\u5176\u4ed6\u5fc5\u9009<\/h3>\n<ul>\n<li><strong>qwen_3_4b.safetensors<\/strong> \u2014\u2014 \u6587\u672c\u7f16\u7801\u5668<br \/>\n\u4e0b\u8f7d\u5730\u5740\uff1ahttps:\/\/huggingface.co\/Comfy-Org\/z_image_turbo\/resolve\/main\/split_files\/text_encoders\/qwen_3_4b.safetensors<\/li>\n<li><strong>ae.safetensors<\/strong> \u2014\u2014 VAE<br \/>\n\u4e0b\u8f7d\u5730\u5740\uff1ahttps:\/\/huggingface.co\/Comfy-Org\/z_image_turbo\/resolve\/main\/split_files\/vae\/ae.safetensors<\/li>\n<li><strong>4xNomosWebPhoto_RealPLKSR.pth<\/strong> \u2014\u2014 \u653e\u5927\u5668<br \/>\n\u4e0b\u8f7d\u5730\u5740\uff1ahttps:\/\/github.com\/Phhofm\/models\/releases\/download\/4xNomosWebPhoto_RealPLKSR\/4xNomosWebPhoto_RealPLKSR.pth<\/li>\n<li><strong>face_yolov8m.pt<\/strong> \u2014\u2014 \u4eba\u8138\u68c0\u6d4b<br \/>\n\u4e0b\u8f7d\u5730\u5740\uff1ahttps:\/\/huggingface.co\/Ultralytics\/YOLOv8\/resolve\/main\/yolov8m.pt<\/li>\n<\/ul>\n<h2>\u516d\u3001\u53ef\u9009\u6a21\u578b<\/h2>\n<ul>\n<li><strong>zit_sda_v1.safetensors<\/strong>\uff08SDA \u591a\u6837\u6027\uff09<br \/>\nhttps:\/\/huggingface.co\/F16\/z-image-turbo-sda\/resolve\/main\/zit_sda_v1.safetensors<\/li>\n<li><strong>1xSkinContrast-High-SuperUltraCompact.pth<\/strong>\uff08\u76ae\u80a4\u5bf9\u6bd4\uff09<br \/>\nhttps:\/\/openmodeldb.info\/models\/1x-SkinContrast-SuperUltraCompact<\/li>\n<li><strong>4xNomos8k_atd_jpg.safetensors<\/strong>\uff08\u5907\u9009\u653e\u5927\u5668\uff0c\u66f4\u6162\u4f46\u66f4\u597d\uff09<br \/>\nhttps:\/\/github.com\/Phhofm\/models\/releases\/download\/4xNomos8k_atd_jpg\/4xNomos8k_atd_jpg.safetensors<\/li>\n<li><strong>4xUltraSharp<\/strong>\uff08\u5907\u9009\u653e\u5927\u5668\uff09<br \/>\nhttps:\/\/openmodeldb.info\/models\/4x-UltraSharp<\/li>\n<li><strong>SeedVR2<\/strong>\uff08\u53ef\u9009\uff0c\u9ed8\u8ba4\u5173\u95ed\uff09<br \/>\n\u9700\u8981 <code>seedvr2_ema_7b-Q4_K_M.gguf<\/code> \u548c <code>ema_vae_fp16.safetensors<\/code>\uff0c\u9700\u81ea\u884c\u641c\u7d22\uff0c\u56fd\u5185\u53ef\u4ece\u6a21\u578b\u793e\u533a\u83b7\u53d6<\/li>\n<\/ul>\n<h2>\u4e03\u3001\u5b89\u88c5 ComfyUI-Manager<\/h2>\n<p>\u5efa\u8bae\u9009\u62e9 <strong>Minimal<\/strong> \u5de5\u4f5c\u6d41\u2014\u2014\u5b83\u662f\u6700\u5c0f\u5316\u4f9d\u8d56\u7684&#8221;Hello World&#8221;\u6a21\u677f\uff0c\u9002\u5408\u505a\u7b2c\u4e00\u6b21\u5b9e\u9a8c\u9a8c\u8bc1\u3002<\/p>\n<p>\u542f\u52a8\u540e\u82e5\u63a7\u5236\u53f0\u62a5&#8221;\u627e\u4e0d\u5230\u67d0\u4e9b\u8282\u70b9&#8221;\u7684\u9519\uff0c\u8bf4\u660e\u4f60\u7f3a\u4e86 ComfyUI-Manager\u2014\u2014\u5b83\u662f\u5b98\u65b9\u63d2\u4ef6\u7ba1\u7406\u5668\uff0c\u51e0\u4e4e\u662f\u5fc5\u88c5\u5de5\u5177\u3002<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/nelliemylove.cn\/nelliemylove\/wp-content\/themes\/cyberpunk-blog\/assets\/images\/posts\/w2i\/image11.png\" alt=\"ComfyUI-Manager \u5b89\u88c5\u63d0\u793a\" \/><\/p>\n<h3>ComfyUI-Manager \u662f\u4ec0\u4e48<\/h3>\n<p>ComfyUI-Manager \u662f ComfyUI \u6700\u6838\u5fc3\u7684\u5b98\u65b9\u6269\u5c55\u7ba1\u7406\u5668\uff0c\u4e13\u95e8\u7528\u4e8e\u7ba1\u7406\u81ea\u5b9a\u4e49\u8282\u70b9\uff08\u63d2\u4ef6\uff09\u548c\u6a21\u578b\u6587\u4ef6\uff0c\u662f ComfyUI \u751f\u6001\u4e2d\u4f7f\u7528\u9891\u7387\u6700\u9ad8\u3001\u51e0\u4e4e\u5fc5\u88c5\u7684\u5de5\u5177\uff0c\u5177\u5907\u5982\u4e0b\u529f\u80fd\uff1a<\/p>\n<p>\u8282\u70b9\u7ba1\u7406\uff1a\u641c\u7d22\u3001\u5b89\u88c5\u3001\u66f4\u65b0\u3001\u5378\u8f7d\u3001\u7981\u7528\/\u542f\u7528\u81ea\u5b9a\u4e49\u8282\u70b9\uff1b<\/p>\n<p>\u6a21\u578b\u7ba1\u7406\uff1a\u5206\u7c7b\u7ba1\u7406\u6a21\u578b\u6587\u4ef6\uff08\u5927\u6a21\u578b\u3001LoRA\u3001VAE \u7b49\uff09\uff1b<\/p>\n<p>\u7f3a\u5931\u8282\u70b9\u81ea\u52a8\u5b89\u88c5\uff1a\u5bfc\u5165\u522b\u4eba\u7684\u5de5\u4f5c\u6d41 JSON \u65f6\uff0c\u81ea\u52a8\u68c0\u6d4b\u5e76\u5b89\u88c5\u7f3a\u5931\u8282\u70b9\uff1b<\/p>\n<p>\u5feb\u7167\u7ba1\u7406\uff1a\u5907\u4efd\u548c\u6062\u590d ComfyUI \u7684\u8bbe\u7f6e\u4e0e\u72b6\u6001\uff0c\u5347\u7ea7\u51fa\u95ee\u9898\u53ef\u4e00\u952e\u56de\u6eda\uff1b<\/p>\n<p>\u5b89\u5168\u68c0\u67e5\uff1a\u626b\u63cf\u63d2\u4ef6\u6f5c\u5728\u98ce\u9669\uff1b<\/p>\n<p>\u4f9d\u8d56\u4fee\u590d\uff1a\u542f\u52a8\u65f6\u81ea\u52a8\u4fee\u590d\u8282\u70b9\u517c\u5bb9\u6027\u95ee\u9898\uff1b<\/p>\n<p>\u547d\u4ee4\u884c\u5de5\u5177\uff1a<code class=\"\">cm-cli<\/code>\u00a0\u652f\u6301\u6279\u91cf\u64cd\u4f5c\uff0c\u5982\u00a0<code class=\"\">python cm-cli.py list --updates\u3002\u3002<\/code><\/p>\n<h3>\u4fee\u6539 GPU \u542f\u52a8\u811a\u672c<\/h3>\n<p>\u6253\u5f00 ComfyUI \u81ea\u5e26\u7684 <code>run_nvidia_gpu_fast_fp16_accumulation<\/code>\uff08\u6216 <code>run_nvidia_gpu<\/code>\uff09\uff0c\u628a Python \u8c03\u7528\u884c\u66ff\u6362\u4e3a\uff1a<\/p>\n<pre><code class=\"language-bash\">.python_embededpython.exe -s ComfyUImain.py --windows-standalone-build --enable-manager --enable-cors-header --listen\n<\/code><\/pre>\n<p><img decoding=\"async\" src=\"http:\/\/nelliemylove.cn\/nelliemylove\/wp-content\/themes\/cyberpunk-blog\/assets\/images\/posts\/w2i\/image13.png\" alt=\"\u542f\u52a8\u811a\u672c\u4fee\u6539\u793a\u610f\" \/><\/p>\n<h3>\u4e09\u4e2a\u53c2\u6570\u7684\u610f\u4e49<\/h3>\n<p>&#8211;enable-manager\uff1a\u542f\u7528 ComfyUI Manager\uff08\u63d2\u4ef6\u7ba1\u7406\u5668\uff0c\u65b9\u4fbf\u5b89\u88c5\u81ea\u5b9a\u4e49\u8282\u70b9\u548c\u6a21\u578b\uff09\uff1b<\/p>\n<p>&#8211;enable-cors-header\uff1a\u5141\u8bb8\u8de8\u57df\u8bf7\u6c42\uff0c\u4f7f\u5916\u90e8\u5de5\u5177\uff08\u5982 API \u8c03\u7528\u3001Web \u524d\u7aef\uff09\u80fd\u8bbf\u95ee ComfyUI \u63a5\u53e3\uff1b<\/p>\n<p>&#8211;listen\uff1a\u76d1\u542c\u6240\u6709\u7f51\u7edc\u63a5\u53e3\uff080.0.0.0\uff09\uff0c\u4e0d\u9650\u4e8e localhost\uff0c\u5c40\u57df\u7f51\u5185\u5176\u4ed6\u8bbe\u5907\u4e5f\u80fd\u8bbf\u95ee\u3002<\/p>\n<h2>\u516b\u3001\u5bfc\u5165 workflow.json<\/h2>\n<p>\u628a\u4e0b\u8f7d\u597d\u7684\u5de5\u4f5c\u6d41\u62d6\u8fdb ComfyUI \u9875\u9762\uff0c\u5c31\u80fd\u770b\u5230\u5b8c\u6574\u8282\u70b9\u56fe\uff1a<\/p>\n<p><img decoding=\"async\" src=\"http:\/\/nelliemylove.cn\/nelliemylove\/wp-content\/themes\/cyberpunk-blog\/assets\/images\/posts\/w2i\/image14.png\" alt=\"workflow.json \u8282\u70b9\u56fe\" \/><\/p>\n<h3>\u5176\u4e2d\u7528\u5230\u7684\u4e09\u4e2a\u6a21\u578b\u6587\u4ef6<\/h3>\n<table>\n<thead>\n<tr>\n<th>\u6a21\u578b\u6587\u4ef6<\/th>\n<th>\u52a0\u8f7d\u8282\u70b9<\/th>\n<th>\u4f5c\u7528<\/th>\n<th>ComfyUI \u5b58\u653e\u76ee\u5f55<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><code>moodyProMix_zitV13.safetensors<\/code><\/td>\n<td>UNETLoader<\/td>\n<td>\u4e3b\u5e72\u6269\u6563\u7f51\u7edc(\u56fe\u50cf\u751f\u6210\u6838\u5fc3\u63a8\u7406)<\/td>\n<td><code>models\/diffusion_models\/<\/code><\/td>\n<\/tr>\n<tr>\n<td><code>qwen_3_4b.safetensors<\/code><\/td>\n<td>CLIPLoader<\/td>\n<td>\u6587\u672c\u7f16\u7801(\u63d0\u793a\u8bcd \u2192 \u6761\u4ef6\u5411\u91cf)<\/td>\n<td><code>models\/clip\/<\/code><\/td>\n<\/tr>\n<tr>\n<td><code>ae.safetensors<\/code><\/td>\n<td>VAELoader<\/td>\n<td>VAE \u89e3\u7801(latent \u2192 \u50cf\u7d20\u56fe)<\/td>\n<td><code>models\/vae\/<\/code><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u4e5d\u3001\u56db\u6b65\u9a8c\u8bc1\u90e8\u7f72<\/h2>\n<h3>\u7b2c\u4e00\u6b21\u8fd0\u884c\uff1a\u672c\u673a\u9ed8\u8ba4\u7aef\u53e3<\/h3>\n<p>\u8bbf\u95ee <a href=\"http:\/\/127.0.0.1:8188\">http:\/\/127.0.0.1:8188<\/a>\uff0c\u9a8c\u8bc1 workflow \u8fd0\u884c\u6b63\u5e38\u3001\u65e0\u62a5\u9519\uff1a<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"\" src=\"http:\/\/nelliemylove.cn\/nelliemylove\/wp-content\/themes\/cyberpunk-blog\/assets\/images\/posts\/w2i\/image15.png\" alt=\"\u7b2c\u4e00\u6b21 127.0.0.1:8188\" width=\"835\" height=\"450\" \/><\/p>\n<p>\u5982\u679c\u80fd\u987a\u5229\u5b8c\u6210\u56fe\u50cf\u751f\u6210\uff0c\u8bf4\u660e ComfyUI \u5df2\u7ecf\u5177\u5907\u8fd0\u884c workflow \u7684\u5168\u90e8\u6761\u4ef6\u3002<\/p>\n<h3>\u7b2c\u4e8c\u6b21\u8fd0\u884c\uff1a\u5c40\u57df\u7f51 IP<\/h3>\n<p>\u8bbf\u95ee <a href=\"http:\/\/10.10.10.224:8188\">http:\/\/10.10.10.224:8188<\/a>\uff08<code>10.10.10.224<\/code> \u662f\u6211\u5de5\u4f5c\u7535\u8111\u7684\u5c40\u57df\u7f51 IP\uff09\uff1a<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"\" src=\"http:\/\/nelliemylove.cn\/nelliemylove\/wp-content\/themes\/cyberpunk-blog\/assets\/images\/posts\/w2i\/image16.png\" alt=\"\u7b2c\u4e8c\u6b21 10.10.10.224:8188\" width=\"824\" height=\"438\" \/><\/p>\n<p>\u5982\u679c\u80fd\u987a\u5229\u5b8c\u6210\u56fe\u50cf\u751f\u6210\uff0c\u8bf4\u660e ComfyUI \u542f\u52a8\u9879\u7684 <code>--listen<\/code> \u9009\u9879\u751f\u6548\u3002<\/p>\n<blockquote><p>\u6211\u4f7f\u7528 Windows \u64cd\u4f5c\u7cfb\u7edf\uff0c\u5728\u9632\u706b\u5899\u4e2d\u5c06 TCP 8188 \u548c TCP 8989 \u7aef\u53e3\u8bbe\u7f6e\u4e86\u653e\u884c\u7b56\u7565\u3002<\/p><\/blockquote>\n<h3>\u7b2c\u4e09\u6b21\u8fd0\u884c\uff1a\u901a\u8fc7 Web API + \u524d\u7aef\u7f51\u9875<\/h3>\n<p><a href=\"http:\/\/127.0.0.1:8989\">http:\/\/127.0.0.1:8989<\/a> \u662f\u672c\u5730\u542f\u7528\u4e86\u4e00\u4e2a HTTP \u670d\u52a1\u7684\u7aef\u53e3\u2014\u2014\u7531\u81ea\u5b9a\u4e49\u524d\u7aef\u901a\u8fc7 ComfyUI \u7684 API \u4e0e\u540e\u7aef\u4ea4\u4e92\uff1a<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"\" src=\"http:\/\/nelliemylove.cn\/nelliemylove\/wp-content\/themes\/cyberpunk-blog\/assets\/images\/posts\/w2i\/image17.png\" alt=\"\u7b2c\u4e09\u6b21 127.0.0.1:8989\" width=\"844\" height=\"427\" \/><\/p>\n<p>\u5982\u679c\u80fd\u987a\u5229\u5b8c\u6210\u56fe\u50cf\u751f\u6210\uff0c\u8bf4\u660e\u7f51\u9875\u6210\u529f\u901a\u8fc7 API \u8c03\u5ea6\u540e\u53f0 ComfyUI \u8fd0\u884c\uff0c\u5e76\u751f\u6210\u56fe\u50cf\u3002<\/p>\n<blockquote><p>\u5b9e\u9645\u5728\u4f7f\u7528\u8fc7\u7a0b\u4e2d\uff0c\u4e0d\u592a\u53ef\u80fd\u8ba9\u6700\u7ec8\u7528\u6237\u76f4\u63a5\u8bbf\u95ee ComfyUI \u9875\u9762\u6765\u751f\u6210\u56fe\u50cf\uff0c\u6bd4\u8f83\u59a5\u5f53\u7684\u65b9\u5f0f\u662f\u901a\u8fc7\u6d4f\u89c8\u5668\u8bbf\u95ee\u7f51\u9875\uff0c\u7f51\u9875\u901a\u8fc7 API \u5bf9\u63a5\u540e\u53f0 ComfyUI \u751f\u6210\u56fe\u50cf\u540e\u53cd\u9988\u7ed9\u7528\u6237\u3002<\/p><\/blockquote>\n<h3>\u7b2c\u56db\u6b21\u8fd0\u884c\uff1a\u5c40\u57df\u7f51\u53e6\u4e00\u53f0\u4e3b\u673a<\/h3>\n<p>\u5728\u5c40\u57df\u7f51\u53e6\u4e00\u53f0\u4e3b\u673a\u8bbf\u95ee <a href=\"http:\/\/10.10.10.224:8989\">http:\/\/10.10.10.224:8989<\/a>\uff1a<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"\" src=\"http:\/\/nelliemylove.cn\/nelliemylove\/wp-content\/themes\/cyberpunk-blog\/assets\/images\/posts\/w2i\/image18.png\" alt=\"\u7b2c\u56db\u6b21 10.10.10.224:8989\" width=\"846\" height=\"479\" \/><\/p>\n<p>\u5982\u679c\u80fd\u987a\u5229\u5b8c\u6210\u56fe\u50cf\u751f\u6210\uff0c\u8bf4\u660e\u57fa\u4e8e Minimal Workflow \u7684\u6587\u5b57\u751f\u56fe\u7f51\u7ad9\u5df2\u7ecf\u6210\u529f\u90e8\u7f72\u3002<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4e00\u4efd\u4ece 0 \u5230\u90e8\u7f72\u7684 ComfyUI \u6587\u5b57\u751f\u56fe\uff08W2I\uff09\u5b9e\u6218\u8bb0\u5f55\u3002\u6db5\u76d6\u542f\u52a8\u811a\u672c\u9009\u62e9\u3001\u6a21\u578b\u4e0e\u5de5\u4f5c\u6d41\u51c6\u5907\u3001ComfyUI-Manager \u914d\u7f6e\u3001\u4ee5\u53ca\u56db\u6b21\u8fd0\u884c\u9a8c\u8bc1\u3002<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[61,44,26],"tags":[62,46],"class_list":["post-644","post","type-post","status-publish","format-standard","hentry","category-comfyui","category-ai","category-tech-share","tag-comfyui","tag-ai"],"_links":{"self":[{"href":"http:\/\/nelliemylove.cn\/nelliemylove\/index.php\/wp-json\/wp\/v2\/posts\/644","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/nelliemylove.cn\/nelliemylove\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/nelliemylove.cn\/nelliemylove\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/nelliemylove.cn\/nelliemylove\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/nelliemylove.cn\/nelliemylove\/index.php\/wp-json\/wp\/v2\/comments?post=644"}],"version-history":[{"count":5,"href":"http:\/\/nelliemylove.cn\/nelliemylove\/index.php\/wp-json\/wp\/v2\/posts\/644\/revisions"}],"predecessor-version":[{"id":650,"href":"http:\/\/nelliemylove.cn\/nelliemylove\/index.php\/wp-json\/wp\/v2\/posts\/644\/revisions\/650"}],"wp:attachment":[{"href":"http:\/\/nelliemylove.cn\/nelliemylove\/index.php\/wp-json\/wp\/v2\/media?parent=644"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/nelliemylove.cn\/nelliemylove\/index.php\/wp-json\/wp\/v2\/categories?post=644"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/nelliemylove.cn\/nelliemylove\/index.php\/wp-json\/wp\/v2\/tags?post=644"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}