{"id":20861,"date":"2025-09-25T20:43:44","date_gmt":"2025-09-25T12:43:44","guid":{"rendered":"https:\/\/mnya.tw\/cc\/?p=20861"},"modified":"2025-09-25T20:43:44","modified_gmt":"2025-09-25T12:43:44","slug":"2582","status":"publish","type":"post","link":"https:\/\/mnya.tw\/cc\/word\/2582.html","title":{"rendered":"ComfyUI x Flux.1 Kontext Dev\uff1a12GB VRAM \u4ee5\u5716\u751f\u5716\u89d2\u8272\u4e00\u81f4\u6027\u751f\u6210\uff08\u9644\u5de5\u4f5c\u6d41\uff09"},"content":{"rendered":"<p>\u60f3\u5728\u672c\u5730\u7528\u4e2d\u968e\u986f\u5361\u5b8c\u6210\u300c\u540c\u4e00\u89d2\u8272\u3001\u4e0d\u540c\u59ff\u52e2\u8207\u5834\u666f\u300d\u7684\u52d5\u6f2b\u63d2\u756b\uff1f\u9019\u7bc7\u5e36\u4f60\u7528 <strong>Flux.1 Kontext Dev<\/strong> \u7684 <strong>GGUF<\/strong> \u91cf\u5316\u7248\uff0c\u5728 <strong>ComfyUI<\/strong> \u900f\u904e\u300c\u53c3\u8003\u5716 \u2192 \u4ee5\u5716\u751f\u5716 \u2192 \u7a69\u5b9a\u89d2\u8272\u7279\u5fb5\u300d\u7684\u65b9\u5f0f\uff0c\u5feb\u901f\u751f\u6210 <strong>1024\u00d7768<\/strong> \u6210\u54c1\u3002\u6838\u5fc3\u662f Kontext \u7684\u60c5\u5883\u5f0f\u751f\u6210\u80fd\u529b\uff1a\u628a\u89d2\u8272\u7acb\u7e6a\u9935\u7d66\u6a21\u578b\uff0c\u62bd\u53d6\u9aee\u8272\u3001\u81c9\u578b\u3001\u914d\u4ef6\u7b49\u8996\u89ba\u8a9e\u5f59\uff0c\u518d\u4f9d\u63d0\u793a\u8a5e\u63db\u52d5\u4f5c\u3001\u8868\u60c5\u8207\u5834\u666f\uff0c\u540c\u6642\u7dad\u6301\u89d2\u8272\u4e00\u81f4\u6027\u3002<\/p>\n<p>\u672c\u6587\u63d0\u4f9b\u53ef\u76f4\u63a5\u532f\u5165\u7684 ComfyUI \u5de5\u4f5c\u6d41\u601d\u8def\u8207\u53c3\u6578\u5efa\u8b70\uff1b\u5168\u6d41\u7a0b\u53ea\u9760\u4e3b\u6a21\u578b + \u6587\u5b57\u7de8\u78bc + VAE\uff0c\u4e0d\u9700 LoRA\uff1b\u5728\u7d04 <strong>12GB VRAM<\/strong> \u7684\u74b0\u5883\u5373\u53ef\u9806\u8dd1\u3002\u63d0\u9192\uff1aKontext-dev \u70ba\u975e\u5546\u696d\u6388\u6b0a\uff0c\u4e0b\u8f09\u8207\u4f7f\u7528\u524d\u8acb\u5148\u78ba\u8a8d\u6388\u6b0a\u689d\u6b3e\uff1b\u5167\u5bb9\u5b89\u5168\u904e\u6ffe\u9700\u81ea\u884c\u628a\u95dc\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\u9806\u5229\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\u63a5\u8457\u9700\u8981\u984d\u5916\u5b89\u88dd\u5e7e\u500b\u81ea\u8a02\u7bc0\u9ede\uff0c\u5206\u5225\u662f\uff1a<\/p>\n<ul>\n<li><strong>ComfyUI-GGUF<\/strong>\uff1a\u652f\u63f4 <code>UnetLoaderGGUF<\/code>\u3001<code>CLIPLoaderGGUF<\/code> \u7b49\u7bc0\u9ede\uff0c\u8b93 ComfyUI \u80fd\u5920\u76f4\u63a5\u8b80\u53d6 <code>.gguf<\/code> \u6a21\u578b\u6a94\u3002<\/li>\n<li><strong>ComfyUI-Flux<\/strong>\uff1a\u63d0\u4f9b <code>FluxGuidance<\/code>\u3001<code>FluxKontextImageScale<\/code>\u3001<code>ModelSamplingFlux<\/code> \u7b49\u5c08\u5c6c\u7bc0\u9ede\uff0c\u662f Kontext \u5de5\u4f5c\u6d41\u7684\u6838\u5fc3\u3002<\/li>\n<li><strong>ComfyUI-Detail-Daemon<\/strong>\uff1a\u9644\u52a0 <code>DetailDaemonSamplerNode<\/code>\uff0c\u53ef\u5f37\u5316\u5f71\u50cf\u7d30\u7bc0\u3001\u6e1b\u5c11\u591c\u666f\u6216\u6697\u90e8\u5834\u666f\u5e38\u898b\u7684\u5857\u62b9\u8207\u96dc\u9ede\u3002<\/li>\n<\/ul>\n<p>\u532f\u5165\u5de5\u4f5c\u6d41\u5f8c\u6703\u63d0\u793a\u907a\u5931\u7684\u7bc0\u9ede\uff0c\u5efa\u8b70\u53ef\u4f7f\u7528 <strong>ComfyUI-Manager<\/strong> \u9032\u884c\u5b89\u88dd\uff0c\u5b89\u88dd\u5b8c\u6210\u5f8c<strong>\u52d9\u5fc5\u91cd\u555f ComfyUI<\/strong>\uff0c\u7bc0\u9ede\u624d\u6703\u51fa\u73fe\u5728\u6e05\u55ae\u4e2d\u3002\u5b8c\u6210\u9019\u4e9b\u6b65\u9a5f\u5f8c\uff0c\u5373\u53ef\u4f7f\u7528 <code>UnetLoaderGGUF<\/code> \u8207 <code>FluxGuidance<\/code> \u7b49\u5c08\u5c6c\u7bc0\u9ede\uff0c\u9806\u5229\u8f09\u5165 GGUF \u6b0a\u91cd\u4e26\u57f7\u884c Flux.1 Kontext Dev \u7684\u5de5\u4f5c\u6d41\u3002<\/p>\n<h3>\u6a21\u578b\u8207\u8def\u5f91<\/h3>\n<ul>\n<li>Diffusion\uff08GGUF\uff09\uff1a<code>flux1-kontext-dev-Q5_K_M.gguf<\/code><a href=\"https:\/\/huggingface.co\/QuantStack\/FLUX.1-Kontext-dev-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 Encoders\uff1a<code>t5xxl_fp8_e4m3fn.safetensors<\/code>\u3001<code>clip_l.safetensors<\/code><a href=\"https:\/\/huggingface.co\/comfyanonymous\/flux_text_encoders\/tree\/main\" target=\"_blank\" rel=\"noopener\">\uff3b\ud83d\udd17 \u4e0b\u8f09\u9ede\uff3d<\/a><br \/>\n\ud83d\udcc1 \u653e\u7f6e \u2192 <code>ComfyUI\/models\/clip\/<\/code><\/li>\n<li>VAE\uff1a<code>ae.safetensors<\/code><a href=\"https:\/\/huggingface.co\/Thelocallab\/2xLexicaRRDBNet_Sharp\/tree\/main\" 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<h2><span style=\"color: #0000ff;\">\u5de5\u4f5c\u6d41\u91cd\u9ede\u8207\u53c3\u6578\u5efa\u8b70<\/span><\/h2>\n<p><strong>\u89d2\u8272\u4e00\u81f4\u6027\u7684\u6838\u5fc3<\/strong>\u5728\u65bc\u8b93\u6a21\u578b\u540c\u6642\u63a5\u6536\u300c\u53c3\u8003\u5716\u300d\u8207\u300c\u6587\u5b57\u63d0\u793a\u300d\uff1a\u2460 \u900f\u904e <code>Load Image \u2192 FluxKontextImageScale \u2192 VAE Encode \u2192 ReferenceLatent<\/code>\uff0c\u628a\u539f\u59cb\u89d2\u8272\u7acb\u7e6a\u9001\u5165\u6f5b\u7a7a\u9593\u4f5c\u70ba\u53c3\u8003\uff1b\u2461 \u4f7f\u7528 <code>FluxGuidance<\/code> \u914d\u5408\u6b63\u5411\u63d0\u793a\u8a5e\uff0c\u63cf\u8ff0\u89d2\u8272\u7684\u52d5\u4f5c\u3001\u59ff\u52e2\u3001\u8868\u60c5\u8207\u5834\u666f\u80cc\u666f\uff1b\u2462 \u5728\u53d6\u6a23\u904e\u7a0b\u4e2d\u4fdd\u6301\u7a69\u5b9a\u6027\uff0c\u7531 <code>Detail Daemon<\/code> \u5e6b\u52a9\u589e\u6dfb\u7d30\u7bc0\u8207\u63a7\u5236\u96dc\u8a0a\uff0c\u78ba\u4fdd\u751f\u6210\u5f71\u50cf\u4e7e\u6de8\u7a69\u5b9a\u3002<\/p>\n<ul>\n<li><strong>\u89e3\u6790\u5ea6<\/strong>\uff1a1024\u00d7768\uff08\u55ae\u5f35\u6279\u91cf\uff09<\/li>\n<li><strong>\u53d6\u6a23\u5668<\/strong>\uff1a<code>res_multistep<\/code>\uff08\u642d\u914d Detail Daemon \u4f7f\u7528\uff09\uff0c\u5efa\u8b70\u6b65\u6578 <strong>20<\/strong> \u8d77<\/li>\n<li><strong>\u6392\u7a0b<\/strong>\uff1a<code>sgm_uniform<\/code><\/li>\n<li><strong>ModelSamplingFlux<\/strong>\uff1a<code>max_shift=1.15<\/code>\u3001<code>base_shift=0.5<\/code><\/li>\n<li><strong>\u6b63\u5411\u63d0\u793a<\/strong>\uff1a\u4e3b\u8981\u4ee5\u300c\u89d2\u8272\u8981\u505a\u7684\u52d5\u4f5c\u3001\u59ff\u52e2\u3001\u8868\u60c5\u3001\u5834\u666f\u63cf\u8ff0\u300d\u70ba\u4e3b\uff0c\u4f8b\u5982\u5750\u59ff\u3001\u7b11\u5bb9\u3001\u80cc\u666f\u5149\u5f71\u7b49\u3002<\/li>\n<\/ul>\n<p>\u9019\u7a2e\u8a2d\u8a08\u7701\u7565\u4e86\u89d2\u8272\u7d30\u7bc0\u7684\u6587\u5b57\u7d81\u5b9a\uff0c\u8b93<strong>\u53c3\u8003\u5716<\/strong>\u6210\u70ba\u7dad\u6301\u4e00\u81f4\u6027\u7684\u4e3b\u8981\u4f9d\u64da\uff0c\u78ba\u4fdd\u751f\u6210\u7684\u89d2\u8272\u5728\u4e0d\u540c\u52d5\u4f5c\u8207\u5834\u666f\u4e0b\u4ecd\u4fdd\u6301\u76f8\u540c\u7684\u5916\u89c0\u7279\u5fb5\u3002<\/p>\n<h1><span style=\"color: #ff6600;\">\ud83d\udcdd \u5de5\u4f5c\u6d41\uff08FluxKontextGGUF.json\uff09<\/span><\/h1>\n<p>\u5c07\u4e0b\u5217\u5167\u5bb9\u8907\u88fd\u5230\u6587\u5b57\u7de8\u8f2f\u5668\uff0c\u5132\u5b58\u70ba <code>FluxKontextGGUF.json<\/code> \u5f8c\u5373\u53ef\u5728 ComfyUI \u532f\u5165\u3002<\/p>\n<pre class=\"line-numbers\"><code class=\"language-json\">{\"id\":\"ad18abd3-bdee-4f80-8fae-d15d4f845b9d\",\"revision\":0,\"last_node_id\":62,\"last_link_id\":166,\"nodes\":[{\"id\":42,\"type\":\"ReferenceLatent\",\"pos\":[402.70611572265625,5.549673080444336],\"size\":[197.712890625,46],\"flags\":{},\"order\":16,\"mode\":0,\"inputs\":[{\"name\":\"conditioning\",\"type\":\"CONDITIONING\",\"link\":123},{\"name\":\"latent\",\"shape\":7,\"type\":\"LATENT\",\"link\":138}],\"outputs\":[{\"name\":\"CONDITIONING\",\"type\":\"CONDITIONING\",\"links\":[157]}],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.42\",\"Node name for S&amp;R\":\"ReferenceLatent\",\"widget_ue_connectable\":{}},\"widgets_values\":[]},{\"id\":41,\"type\":\"LoadImage\",\"pos\":[-260.508544921875,43.22496795654297],\"size\":[274.080078125,314],\"flags\":{},\"order\":0,\"mode\":0,\"inputs\":[],\"outputs\":[{\"name\":\"IMAGE\",\"type\":\"IMAGE\",\"links\":[158]},{\"name\":\"MASK\",\"type\":\"MASK\",\"links\":null}],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.41\",\"Node name for S&amp;R\":\"LoadImage\",\"widget_ue_connectable\":{}},\"widgets_values\":[\"\u840c\u82bd\u5a18(4\u6bd43).jpeg\",\"image\"],\"color\":\"#332922\",\"bgcolor\":\"#593930\"},{\"id\":40,\"type\":\"FluxKontextImageScale\",\"pos\":[40.24856948852539,5.769573211669922],\"size\":[187.75448608398438,26],\"flags\":{},\"order\":8,\"mode\":0,\"inputs\":[{\"name\":\"image\",\"type\":\"IMAGE\",\"link\":158}],\"outputs\":[{\"name\":\"IMAGE\",\"type\":\"IMAGE\",\"links\":[166]}],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.42\",\"Node name for S&amp;R\":\"FluxKontextImageScale\",\"widget_ue_connectable\":{}},\"widgets_values\":[]},{\"id\":39,\"type\":\"VAEEncode\",\"pos\":[248.9091339111328,1.1059212684631348],\"size\":[140,46],\"flags\":{},\"order\":13,\"mode\":0,\"inputs\":[{\"name\":\"pixels\",\"type\":\"IMAGE\",\"link\":166},{\"name\":\"vae\",\"type\":\"VAE\",\"link\":120}],\"outputs\":[{\"name\":\"LATENT\",\"type\":\"LATENT\",\"links\":[138]}],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.41\",\"Node name for S&amp;R\":\"VAEEncode\",\"widget_ue_connectable\":{}},\"widgets_values\":[]},{\"id\":10,\"type\":\"VAELoader\",\"pos\":[39.957279205322266,140.95301818847656],\"size\":[311.81634521484375,60.429901123046875],\"flags\":{},\"order\":1,\"mode\":0,\"inputs\":[],\"outputs\":[{\"name\":\"VAE\",\"type\":\"VAE\",\"slot_index\":0,\"links\":[12,120]}],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.41\",\"Node name for S&amp;R\":\"VAELoader\",\"widget_ue_connectable\":{}},\"widgets_values\":[\"ae.safetensors\"],\"color\":\"#2a363b\",\"bgcolor\":\"#3f5159\"},{\"id\":11,\"type\":\"DualCLIPLoader\",\"pos\":[43.029659271240234,243.72886657714844],\"size\":[308.3652648925781,130.82933044433594],\"flags\":{},\"order\":2,\"mode\":0,\"inputs\":[],\"outputs\":[{\"name\":\"CLIP\",\"type\":\"CLIP\",\"slot_index\":0,\"links\":[10]}],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.41\",\"Node name for S&amp;R\":\"DualCLIPLoader\",\"widget_ue_connectable\":{}},\"widgets_values\":[\"t5xxl_fp8_e4m3fn.safetensors\",\"clip_l.safetensors\",\"flux\",\"default\"],\"color\":\"#2a363b\",\"bgcolor\":\"#3f5159\"},{\"id\":59,\"type\":\"UnetLoaderGGUF\",\"pos\":[44.689239501953125,421.2041320800781],\"size\":[305.9125061035156,72.30432891845703],\"flags\":{},\"order\":3,\"mode\":0,\"inputs\":[],\"outputs\":[{\"name\":\"MODEL\",\"type\":\"MODEL\",\"links\":[159]}],\"properties\":{\"cnr_id\":\"comfyui-gguf\",\"ver\":\"b3ec875a68d94b758914fd48d30571d953bb7a54\",\"Node name for S&amp;R\":\"UnetLoaderGGUF\",\"widget_ue_connectable\":{}},\"widgets_values\":[\"flux1-kontext-dev-Q5_K_M.gguf\"],\"color\":\"#2a363b\",\"bgcolor\":\"#3f5159\"},{\"id\":34,\"type\":\"PrimitiveNode\",\"pos\":[-200.1617889404297,401.81292724609375],\"size\":[210,82],\"flags\":{\"collapsed\":false},\"order\":4,\"mode\":0,\"inputs\":[],\"outputs\":[{\"name\":\"INT\",\"type\":\"INT\",\"widget\":{\"name\":\"width\"},\"slot_index\":0,\"links\":[112,115]}],\"title\":\"width\",\"properties\":{\"Run widget replace on values\":false,\"widget_ue_connectable\":{}},\"widgets_values\":[1024,\"fixed\"],\"color\":\"#323\",\"bgcolor\":\"#535\"},{\"id\":35,\"type\":\"PrimitiveNode\",\"pos\":[-199.23150634765625,526.8526611328125],\"size\":[210,82],\"flags\":{\"collapsed\":false},\"order\":5,\"mode\":0,\"inputs\":[],\"outputs\":[{\"name\":\"INT\",\"type\":\"INT\",\"widget\":{\"name\":\"height\"},\"slot_index\":0,\"links\":[113,114]}],\"title\":\"height\",\"properties\":{\"Run widget replace on values\":false,\"widget_ue_connectable\":{}},\"widgets_values\":[768,\"fixed\"],\"color\":\"#323\",\"bgcolor\":\"#535\"},{\"id\":6,\"type\":\"CLIPTextEncode\",\"pos\":[394.9665222167969,204.35877990722656],\"size\":[328.9437255859375,164.31304931640625],\"flags\":{},\"order\":9,\"mode\":0,\"inputs\":[{\"name\":\"clip\",\"type\":\"CLIP\",\"link\":10}],\"outputs\":[{\"name\":\"CONDITIONING\",\"type\":\"CONDITIONING\",\"slot_index\":0,\"links\":[41]}],\"title\":\"CLIP Text Encode (Positive Prompt)\",\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.41\",\"Node name for S&amp;R\":\"CLIPTextEncode\",\"widget_ue_connectable\":{}},\"widgets_values\":[\"Wearing elegant lingerie, lying on a velvet sofa with one leg slightly raised. She gazes with a sultry expression under the glow of a dim chandelier, creating a seductive yet refined mood. Anime style, highly detailed, vibrant colors.\"],\"color\":\"#232\",\"bgcolor\":\"#353\"},{\"id\":26,\"type\":\"FluxGuidance\",\"pos\":[395.9127502441406,101.43500518798828],\"size\":[324.93951416015625,58],\"flags\":{},\"order\":14,\"mode\":0,\"inputs\":[{\"name\":\"conditioning\",\"type\":\"CONDITIONING\",\"link\":41}],\"outputs\":[{\"name\":\"CONDITIONING\",\"type\":\"CONDITIONING\",\"slot_index\":0,\"links\":[123]}],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.41\",\"Node name for S&amp;R\":\"FluxGuidance\",\"widget_ue_connectable\":{}},\"widgets_values\":[2.5],\"color\":\"#223\",\"bgcolor\":\"#335\"},{\"id\":16,\"type\":\"KSamplerSelect\",\"pos\":[398.1559143066406,414.0418701171875],\"size\":[323.22491455078125,62.112449645996094],\"flags\":{},\"order\":6,\"mode\":0,\"inputs\":[],\"outputs\":[{\"name\":\"SAMPLER\",\"type\":\"SAMPLER\",\"links\":[160]}],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.41\",\"Node name for S&amp;R\":\"KSamplerSelect\",\"widget_ue_connectable\":{}},\"widgets_values\":[\"res_multistep\"]},{\"id\":17,\"type\":\"BasicScheduler\",\"pos\":[401.2137451171875,518.5570068359375],\"size\":[318.42706298828125,106],\"flags\":{},\"order\":15,\"mode\":0,\"inputs\":[{\"name\":\"model\",\"type\":\"MODEL\",\"link\":55}],\"outputs\":[{\"name\":\"SIGMAS\",\"type\":\"SIGMAS\",\"links\":[20]}],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.41\",\"Node name for S&amp;R\":\"BasicScheduler\",\"widget_ue_connectable\":{}},\"widgets_values\":[\"sgm_uniform\",20,1]},{\"id\":30,\"type\":\"ModelSamplingFlux\",\"pos\":[401.4834899902344,668.7677612304688],\"size\":[319.1124572753906,130],\"flags\":{},\"order\":11,\"mode\":0,\"inputs\":[{\"name\":\"model\",\"type\":\"MODEL\",\"link\":159},{\"name\":\"width\",\"type\":\"INT\",\"widget\":{\"name\":\"width\"},\"link\":115},{\"name\":\"height\",\"type\":\"INT\",\"widget\":{\"name\":\"height\"},\"link\":114}],\"outputs\":[{\"name\":\"MODEL\",\"type\":\"MODEL\",\"slot_index\":0,\"links\":[54,55]}],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.41\",\"Node name for S&amp;R\":\"ModelSamplingFlux\",\"widget_ue_connectable\":{\"width\":true,\"height\":true}},\"widgets_values\":[1.15,0.5,1024,768]},{\"id\":22,\"type\":\"BasicGuider\",\"pos\":[615.810302734375,5.704440593719482],\"size\":[222.3482666015625,46],\"flags\":{},\"order\":17,\"mode\":0,\"inputs\":[{\"name\":\"model\",\"type\":\"MODEL\",\"link\":54},{\"name\":\"conditioning\",\"type\":\"CONDITIONING\",\"link\":157}],\"outputs\":[{\"name\":\"GUIDER\",\"type\":\"GUIDER\",\"slot_index\":0,\"links\":[30]}],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.41\",\"Node name for S&amp;R\":\"BasicGuider\",\"widget_ue_connectable\":{}},\"widgets_values\":[]},{\"id\":9,\"type\":\"SaveImage\",\"pos\":[1067.2725830078125,111.17443084716797],\"size\":[534.5103149414062,666.5654907226562],\"flags\":{},\"order\":20,\"mode\":0,\"inputs\":[{\"name\":\"images\",\"type\":\"IMAGE\",\"link\":165}],\"outputs\":[],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.41\",\"Node name for S&amp;R\":\"SaveImage\",\"widget_ue_connectable\":{}},\"widgets_values\":[\"FluxKontext\/ComfyUI\"],\"color\":\"#233\",\"bgcolor\":\"#355\"},{\"id\":27,\"type\":\"EmptySD3LatentImage\",\"pos\":[45.176212310791016,563.6580200195312],\"size\":[315,106],\"flags\":{},\"order\":10,\"mode\":0,\"inputs\":[{\"name\":\"width\",\"type\":\"INT\",\"widget\":{\"name\":\"width\"},\"link\":112},{\"name\":\"height\",\"type\":\"INT\",\"widget\":{\"name\":\"height\"},\"link\":113}],\"outputs\":[{\"name\":\"LATENT\",\"type\":\"LATENT\",\"slot_index\":0,\"links\":[116]}],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.41\",\"Node name for S&amp;R\":\"EmptySD3LatentImage\",\"widget_ue_connectable\":{\"width\":true,\"height\":true}},\"widgets_values\":[1024,768,1]},{\"id\":25,\"type\":\"RandomNoise\",\"pos\":[744.817626953125,105.23249816894531],\"size\":[296.94219970703125,82],\"flags\":{},\"order\":7,\"mode\":0,\"inputs\":[],\"outputs\":[{\"name\":\"NOISE\",\"type\":\"NOISE\",\"links\":[37]}],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.41\",\"Node name for S&amp;R\":\"RandomNoise\",\"widget_ue_connectable\":{}},\"widgets_values\":[1057506492236458,\"randomize\"],\"color\":\"#432\",\"bgcolor\":\"#653\"},{\"id\":13,\"type\":\"SamplerCustomAdvanced\",\"pos\":[744.6983032226562,232.98263549804688],\"size\":[294.8928527832031,106],\"flags\":{},\"order\":18,\"mode\":0,\"inputs\":[{\"name\":\"noise\",\"type\":\"NOISE\",\"link\":37},{\"name\":\"guider\",\"type\":\"GUIDER\",\"link\":30},{\"name\":\"sampler\",\"type\":\"SAMPLER\",\"link\":161},{\"name\":\"sigmas\",\"type\":\"SIGMAS\",\"link\":20},{\"name\":\"latent_image\",\"type\":\"LATENT\",\"link\":116}],\"outputs\":[{\"name\":\"output\",\"type\":\"LATENT\",\"slot_index\":0,\"links\":[24]},{\"name\":\"denoised_output\",\"type\":\"LATENT\",\"links\":null}],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.41\",\"Node name for S&amp;R\":\"SamplerCustomAdvanced\",\"widget_ue_connectable\":{}},\"widgets_values\":[]},{\"id\":8,\"type\":\"VAEDecode\",\"pos\":[744.5648803710938,379.58099365234375],\"size\":[296.205810546875,47.1153564453125],\"flags\":{},\"order\":19,\"mode\":0,\"inputs\":[{\"name\":\"samples\",\"type\":\"LATENT\",\"link\":24},{\"name\":\"vae\",\"type\":\"VAE\",\"link\":12}],\"outputs\":[{\"name\":\"IMAGE\",\"type\":\"IMAGE\",\"slot_index\":0,\"links\":[165]}],\"properties\":{\"cnr_id\":\"comfy-core\",\"ver\":\"0.3.41\",\"Node name for S&amp;R\":\"VAEDecode\",\"widget_ue_connectable\":{}},\"widgets_values\":[]},{\"id\":60,\"type\":\"DetailDaemonSamplerNode\",\"pos\":[744.7194213867188,471.7207946777344],\"size\":[294.1264343261719,274],\"flags\":{},\"order\":12,\"mode\":0,\"inputs\":[{\"name\":\"sampler\",\"type\":\"SAMPLER\",\"link\":160}],\"outputs\":[{\"name\":\"SAMPLER\",\"type\":\"SAMPLER\",\"links\":[161]}],\"properties\":{\"cnr_id\":\"comfyui-detail-daemon\",\"ver\":\"f391accbda2d309cdcbec65cb9fcc80a41197b20\",\"Node name for S&amp;R\":\"DetailDaemonSamplerNode\",\"widget_ue_connectable\":{}},\"widgets_values\":[0.06000000000000001,0.30000000000000004,0.7000000000000002,0.5,1,0,0,0,true,0]}],\"links\":[[10,11,0,6,0,\"CLIP\"],[12,10,0,8,1,\"VAE\"],[20,17,0,13,3,\"SIGMAS\"],[24,13,0,8,0,\"LATENT\"],[30,22,0,13,1,\"GUIDER\"],[37,25,0,13,0,\"NOISE\"],[41,6,0,26,0,\"CONDITIONING\"],[54,30,0,22,0,\"MODEL\"],[55,30,0,17,0,\"MODEL\"],[112,34,0,27,0,\"INT\"],[113,35,0,27,1,\"INT\"],[114,35,0,30,2,\"INT\"],[115,34,0,30,1,\"INT\"],[116,27,0,13,4,\"LATENT\"],[120,10,0,39,1,\"VAE\"],[123,26,0,42,0,\"CONDITIONING\"],[138,39,0,42,1,\"LATENT\"],[157,42,0,22,1,\"CONDITIONING\"],[158,41,0,40,0,\"IMAGE\"],[159,59,0,30,0,\"MODEL\"],[160,16,0,60,0,\"SAMPLER\"],[161,60,0,13,2,\"SAMPLER\"],[165,8,0,9,0,\"IMAGE\"],[166,40,0,39,0,\"IMAGE\"]],\"groups\":[{\"id\":1,\"title\":\"Load model\",\"bounding\":[28.587430953979492,64.5455551147461,337.3845520019531,444.08306884765625],\"color\":\"#3f789e\",\"font_size\":24,\"flags\":{}}],\"config\":{},\"extra\":{\"ds\":{\"scale\":0.724729500000007,\"offset\":[332.3715122539601,101.11918845824033]},\"frontendVersion\":\"1.26.15\",\"groupNodes\":{},\"VHS_latentpreview\":false,\"VHS_latentpreviewrate\":0,\"VHS_MetadataImage\":true,\"VHS_KeepIntermediate\":true,\"ue_links\":[],\"links_added_by_ue\":[]},\"version\":0.4}<\/code><\/pre>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2025\/2582-1.jpg\" width=\"1280\" height=\"720\" \/><br \/>\n\u25b2 ComfyUI \u7684\u5de5\u4f5c\u6d41\u622a\u5716\uff1a\u4ee5 <code>ReferenceLatent<\/code> \u5c0e\u5165\u89d2\u8272\u6f5b\u7a7a\u9593\uff0c\u4e2d\u6bb5\u900f\u904e <code>FluxGuidance<\/code> \u8207 <code>Detail Daemon<\/code> \u63d0\u5347\u7a69\u5b9a\u5ea6\uff0c\u6700\u5f8c\u518d\u89e3\u78bc\u8f38\u51fa\u3002\u6574\u9ad4\u6d41\u7a0b\u4e7e\u6de8\u76f4\u89ba\uff0c\u65b9\u4fbf\u66ff\u63db\u63d0\u793a\u8a5e\u4e26\u7dad\u6301\u89d2\u8272\u4e00\u81f4\u6027\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;\">\u63d0\u793a\u8a5e\u793a\u7bc4\u8207\u751f\u6210\u6210\u679c\uff08\u4ee5\u5716\u751f\u5716\uff09<\/span><\/h2>\n<p>\u4ee5\u4e0b\u5c55\u793a\u7684\u662f\u89d2\u8272\u300c\u840c\u82bd\u5a18\u300d\u5728\u4e0d\u540c\u670d\u88dd\u8207\u5834\u666f\u4e0b\u7684\u751f\u6210\u6210\u679c\uff0c\u5168\u90e8\u7686\u4ee5\u540c\u4e00\u5f35\u7acb\u7e6a\u4f5c\u70ba\u53c3\u8003\u5716\uff0c\u4e26\u900f\u904e\u6587\u5b57\u63d0\u793a\u63a7\u5236\u89d2\u8272\u7684\u52d5\u4f5c\u3001\u8868\u60c5\u8207\u5834\u666f\u6c1b\u570d\u3002\u9019\u4e5d\u5f35\u4f5c\u54c1\u5747\u70ba\u4e00\u6b21\u76f4\u51fa\u3001\u672a\u7d93\u5f8c\u88fd\u4fee\u5716\uff0c\u80fd\u6e05\u695a\u770b\u51fa Flux.1 Kontext Dev \u5728\u7dad\u6301\u89d2\u8272\u4e00\u81f4\u6027\u7684\u540c\u6642\uff0c\u4ecd\u80fd\u9748\u6d3b\u5207\u63db\u4e0d\u540c\u60c5\u5883\u8207\u98a8\u683c\u3002\u6bcf\u5f35\u5716\u7d04\u751f\u6210 3 \u5206\u9418\uff0c\u9084\u53ef\u4ee5\u63a5\u53d7\u3002\u672c\u6b21\u4f7f\u7528\u7684\u63d0\u793a\u8a5e\u5982\u4e0b\uff1a<\/p>\n<blockquote><p>1. Wearing a frilly maid outfit, kneeling gracefully on the floor while holding a silver tray with tea. She has a shy yet charming smile, surrounded by soft candlelight in a cozy room. Anime style, highly detailed, vibrant colors.<br \/>\n2. Wearing a soft oversized sweater, lying on a bed with her chin resting on her hands. Her playful eyes and gentle smile create a warm, intimate mood in a softly lit bedroom. Anime style, highly detailed, vibrant colors.<br \/>\n3. In a magical girl costume, standing confidently with one hand on her hip and the other pointing a glowing wand toward the sky. The night is filled with sparkling stars and glowing magic effects. Anime style, highly detailed, vibrant colors.<br \/>\n4. Wearing a bikini and sheer sarong, lounging on a beach chair with sunglasses in hand. She stretches lazily, with waves and palm trees in the background under golden sunlight. Anime style, highly detailed, vibrant colors.<br \/>\n5. Dressed in a school uniform with a short pleated skirt, sitting on a swing with legs slightly crossed. She smiles softly as cherry blossom petals fall around her in the spring breeze. Anime style, highly detailed, vibrant colors.<br \/>\n6. In a stylish yukata, sitting on wooden steps by a festival stall, holding cotton candy with both hands. Fireworks glow in the night sky, reflecting in her joyful eyes. Anime style, highly detailed, vibrant colors.<br \/>\n7. Wearing a sexy bunny suit with fishnet stockings, sitting cross-legged on a barstool. She leans forward with a playful wink, neon lights glowing behind her. Anime style, highly detailed, vibrant colors.<br \/>\n8. In a flowing white sundress, running barefoot across a meadow. She holds her hat with one hand while laughing freely, surrounded by butterflies in warm sunlight. Anime style, highly detailed, vibrant colors.<br \/>\n9. Wearing elegant lingerie, lying on a velvet sofa with one leg slightly raised. She gazes with a sultry expression under the glow of a dim chandelier, creating a seductive yet refined mood. Anime style, highly detailed, vibrant colors.<\/p><\/blockquote>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2025\/2582-2.jpg\" width=\"1024\" height=\"768\" \/><br \/>\n\u25b2 \u5973\u50d5\u670d\u7aef\u76e4\u8dea\u5750\uff08\u71ed\u5149\u5ba4\u5167\uff09\u3002\u89d2\u8272\u81c9\u578b\u8207\u9aee\u98fe\u7279\u5fb5\u6e05\u6670\u4e00\u81f4\uff0c\u6c1b\u570d\u6eab\u6696\u67d4\u548c\uff0c\u7d30\u7bc0\u8868\u73fe\u7a69\u5b9a\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2025\/2582-3.jpg\" width=\"1024\" height=\"768\" \/><br \/>\n\u25b2 \u5bec\u9b06\u6bdb\u8863\u8db4\u5e8a\u3002\u89d2\u8272\u4e94\u5b98\u6bd4\u4f8b\u8207\u8868\u60c5\u4fdd\u6301\u9023\u8cab\uff0c\u5834\u666f\u6c1b\u570d\u5448\u73fe\u8f15\u9b06\u8212\u9069\u7684\u5c45\u5bb6\u611f\uff0c\u53ef\u60dc\u670d\u88dd\u6c92\u6709\u66ff\u63db\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2025\/2582-4.jpg\" width=\"1024\" height=\"768\" \/><br \/>\n\u25b2 \u9b54\u6cd5\u5c11\u5973\u591c\u7a7a\u6307\u661f\u3002\u670d\u88dd\u8207\u7279\u6548\u5143\u7d20\u5b8c\u6574\u5448\u73fe\uff0c\u89d2\u8272\u795e\u60c5\u81ea\u4fe1\uff0c\u8207\u524d\u9762\u4f5c\u54c1\u4ecd\u4fdd\u6301\u540c\u4e00\u89d2\u8272\u7684\u7279\u5fb5\u3002\u670d\u88dd\u6c92\u6709\u66f4\u63db\u5230\uff0c\u4e5f\u8a31\u8981\u518d\u8abf\u6574\u63d0\u793a\u8a5e\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2025\/2582-5.jpg\" width=\"1024\" height=\"768\" \/><br \/>\n\u25b2 \u6c99\u7058\u65e5\u843d\u8207\u8eba\u6905\u3002\u670d\u88dd\u6709\u66f4\u63db\uff0c\u756b\u9762\u5c55\u73fe\u60a0\u9592\u6c1b\u570d\uff0c\u89d2\u8272\u5916\u89c0\u7a69\u5b9a\uff0c\u4f9d\u820a\u80fd\u6e05\u695a\u8fa8\u8b58\u70ba\u540c\u4e00\u89d2\u8272\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2025\/2582-6.jpg\" width=\"1024\" height=\"768\" \/><br \/>\n\u25b2 \u6821\u670d\u5750\u97a6\u97c6\u3002\u539f\u672c\u7684\u670d\u88dd\u5c31\u985e\u4f3c\u6821\u670d\uff0c\u56e0\u6b64\u6c92\u66f4\u63db\u3002\u6afb\u82b1\u8207\u6625\u98a8\u5439\u62c2\u7684\u5834\u666f\u6c1b\u570d\u81ea\u7136\uff0c\u89d2\u8272\u8868\u60c5\u67d4\u548c\uff0c\u81c9\u578b\u8207\u7279\u5fb5\u7dad\u6301\u4e00\u81f4\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2025\/2582-7.jpg\" width=\"1024\" height=\"768\" \/><br \/>\n\u25b2 \u6d74\u8863\u796d\u5178\u8207\u7159\u706b\u3002\u9019\u5f35\u670d\u88dd\u4e5f\u6c92\u66f4\u63db\u5230\u3002\u591c\u665a\u5834\u666f\u5149\u5f71\u9bae\u660e\uff0c\u89d2\u8272\u795e\u60c5\u5145\u6eff\u559c\u6085\uff0c\u8207\u5176\u4ed6\u756b\u9762\u4e2d\u7684\u89d2\u8272\u4fdd\u6301\u540c\u6a23\u7684\u9762\u8c8c\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2025\/2582-8.jpg\" width=\"1024\" height=\"768\" \/><br \/>\n\u25b2 \u5154\u5973\u90ce\u5427\u6aaf\u3002\u76ee\u524d\u770b\u4f86\u7528\u300cWearing\u300d\u63db\u88dd\u6210\u529f\u7387\u8f03\u9ad8\u3002\u89d2\u8272\u5728\u9713\u8679\u71c8\u80cc\u666f\u4e0b\u5c55\u73fe\u4fcf\u76ae\u8868\u60c5\uff0c\u7279\u5fb5\u8207\u7d30\u7bc0\u7a69\u5b9a\uff0c\u89d2\u8272\u8fa8\u8b58\u5ea6\u9ad8\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2025\/2582-9.jpg\" width=\"1024\" height=\"768\" \/><br \/>\n\u25b2 \u767d\u8272\u6d0b\u88dd\u5954\u8dd1\u8349\u5730\u3002\u9019\u6b21\u5168\u8eab\u90fd\u6709\u66ff\u63db\u5230\u670d\u88dd\u5566\uff01\u756b\u9762\u5145\u6eff\u52d5\u614b\u8207\u81ea\u7531\u611f\uff0c\u89d2\u8272\u81c9\u90e8\u8207\u9aee\u98fe\u4fdd\u6301\u7a69\u5b9a\u3002\u624b\u6307\u6709\u4e9b\u7d30\u7bc0\u4e0a\u7684\u4e0d\u5b8c\u7f8e\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2025\/2582-10.jpg\" width=\"1024\" height=\"768\" \/><br \/>\n\u25b2 \u7d72\u7dde\u6c99\u767c\u8207\u540a\u71c8\u3002\u5834\u666f\u6c1b\u570d\u9ad8\u96c5\uff0c\u89d2\u8272\u8868\u60c5\u5e36\u6709\u6210\u719f\u6c23\u8cea\uff0c\u8207\u5176\u4ed6\u751f\u6210\u5716\u4fdd\u6301\u4e00\u81f4\u7684\u89d2\u8272\u5f62\u8c61\u3002\u592a\u6027\u611f\u7684\u670d\u88dd\u5c31\u51fa\u4e0d\u4f86\u4e86\u3002<\/p>\n<h2><span style=\"color: #339966;\">\u7d50\u8a9e<\/span><\/h2>\n<p>Flux.1 Kontext Dev \u8b93\u300c\u4ee5\u5716\u751f\u5716\uff0b\u89d2\u8272\u4e00\u81f4\u300d\u7684\u6d41\u7a0b\u8b8a\u5f97\u524d\u6240\u672a\u6709\u7684\u7c21\u55ae\u4e14\u53ef\u63a7\u3002\u53ea\u8981\u5148\u900f\u904e\u53c3\u8003\u5716\u62bd\u53d6\u89d2\u8272\u7279\u5fb5\uff0c\u518d\u642d\u914d\u63d0\u793a\u8a5e\u53bb\u63cf\u8ff0\u8868\u60c5\u3001\u59ff\u52e2\u8207\u5834\u666f\uff0c\u5c31\u80fd\u5728\u4e0d\u540c\u7684\u60c5\u5883\u4e0b\u7dad\u6301\u540c\u4e00\u89d2\u8272\u7684\u5916\u89c0\u8207\u8fa8\u8b58\u5ea6\u3002\u52a0\u4e0a\u53d6\u6a23\u5668\u8207 Detail Daemon 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