{"id":53809,"date":"2025-02-16T14:26:03","date_gmt":"2025-02-16T06:26:03","guid":{"rendered":"https:\/\/fwq.ai\/blog\/53809\/"},"modified":"2025-02-16T14:26:03","modified_gmt":"2025-02-16T06:26:03","slug":"comfyui%ef%bc%9a%e4%bb%8e%e5%85%a5%e9%97%a8%e5%88%b0%e7%b2%be%e9%80%9a","status":"publish","type":"post","link":"https:\/\/fwq.ai\/blog\/53809\/","title":{"rendered":"ComfyUI\uff1a\u4ece\u5165\u95e8\u5230\u7cbe\u901a"},"content":{"rendered":"<p>\u5bf9\u4e8e\u8fd9\u7bc7\u6587\u7ae0\uff0c\u6211\u60f3\u5f00\u59cb\u6311\u6218\uff0c\u8ba9\u521d\u5b66\u8005\u66f4\u5bb9\u6613\u5728\u5f00\u6e90\u7a7a\u95f4\u5185\u8fdb\u884c\u9ad8\u7ea7\u56fe\u50cf\u751f\u6210\u3002\u6211\u610f\u8bc6\u5230\u5728 20 \u5206\u949f\u5185\u5b8c\u6210\u8fd9\u9879\u4efb\u52a1\u76f8\u5f53\u7e41\u91cd\u3002<\/p>\n<p>\u6211\u4eec\u5c06\u4ecb\u7ecd\u8be5\u9886\u57df\u7684\u6700\u65b0\u52a8\u6001\u3001\u54ea\u4e9b\u5f00\u6e90\u6a21\u578b\u548c\u5de5\u5177\u5f88\u53d7\u6b22\u8fce\u3001\u4e86\u89e3\u6269\u6563\u7684\u5de5\u4f5c\u539f\u7406\uff0c\u5e76\u6df1\u5165\u7814\u7a76 LoRA\u3001ControlNets \u548c IP \u9002\u914d\u5668\u7b49\u5173\u952e\u6280\u672f\u3002<\/p>\n<p>\u6211\u4eec\u8fd8\u5c06\u63a2\u7d22\u4e0d\u540c\u7684\u7528\u4f8b\u4ee5\u53ca\u5982\u4f55\u5c06\u5404\u79cd\u6280\u672f\u5e94\u7528\u4e8e\u6bcf\u79cd\u7528\u4f8b\u3002<\/p>\n<p>\u6700\u540e\uff0c\u6211\u4eec\u5c06\u4f7f\u7528 Flux \u521b\u5efa\u4e00\u4e2a\u5ba4\u5185\u8bbe\u8ba1\u5e08\uff0c\u8be5\u8bbe\u8ba1\u5e08\u4f1a\u62cd\u6444\u5367\u5ba4\u7684\u56fe\u50cf\u5e76\u751f\u6210\u4e0d\u540c\u7684\u8bbe\u8ba1\u3002\u4f60\u53ef\u4ee5\u5728\u4e0b\u9762\u770b\u5230\u5b83\u7684\u6837\u5b50\u3002<\/p>\n<p>  ComfyUI \u4e2d\u7684\u5ba4\u5185\u8bbe\u8ba1\u5e08\u5de5\u4f5c\u6d41\u7a0b&nbsp; <\/p>\n<p>\u5982\u679c\u4f60\u70ed\u8877\u4e8e\u5feb\u901f\u4e0a\u624b\uff0c\u53ef\u4ee5\u8df3\u8fc7\u4ecb\u7ecd\u76f4\u63a5\u8fdb\u5165\u6784\u5efa\u3002<\/p>\n<h2>1\u3001\u7b80\u4ecb<\/h2>\n<p>\u8fd9\u90e8\u5206\u9002\u5408\u6240\u6709\u4eba\uff0c\u5373\u4f7f\u4f60\u4e0d\u60f3\u6df1\u5165\u7814\u7a76\u4f7f\u7528\u81ea\u5b9a\u4e49\u56fe\u50cf\u751f\u6210\u7684\u6280\u672f\u7ec6\u8282\u3002<\/p>\n<p>\u6211\u4eec\u5c06\u4ecb\u7ecd\u56fe\u50cf\u751f\u6210\u3001\u53d1\u5e03\u7684\u5f00\u6e90\u548c\u4e13\u6709\u6a21\u578b\u3001\u53ef\u7528\u7684\u6280\u672f\u3001\u4e00\u4e9b\u7528\u4f8b\u548c\u6784\u5efa\u6210\u672c\u3002<\/p>\n<p>\u6211\u5728\u6211\u7684\u5e38\u7528\u5b58\u50a8\u5e93\u4e2d\u6536\u96c6\u4e86\u4e00\u7cfb\u5217\u8d44\u6e90\u548c\u4fe1\u606f\uff0c\u4f60\u7a0d\u540e\u53ef\u4ee5\u5728\u627e\u5230\u3002<\/p>\n<h3>1.1 \u56fe\u50cf\u751f\u6210\u5f0fAI<\/h3>\n<p>\u5982\u679c\u4f60\u5b8c\u5168\u4e86\u89e3\u751f\u6210\u56fe\u50cf\uff0c\u5e94\u8be5\u8fdb\u884c\u4e00\u4e9b\u7814\u7a76\u3002<\/p>\n<p>\u8fc7\u53bb\u51e0\u5e74\uff0c\u8fd9\u4e2a\u9886\u57df\u51fa\u73b0\u4e86\u4e00\u4e9b\u91cd\u5927\u521b\u65b0\u3002<\/p>\n<p>\u4f46\u8fd9\u4e0d\u4ec5\u4ec5\u662f\u4f60\u73b0\u5728\u53ef\u4ee5\u7528\u63d0\u793a\u751f\u6210\u9ad8\u8d28\u91cf\u7684\u56fe\u50cf\uff0c\u800c\u4e14\u8fd8\u6d89\u53ca\u65b0\u6280\u672f\u5982\u4f55\u8ba9\u4f60\u7cbe\u786e\u63a7\u5236\u8fd9\u4e9b\u56fe\u50cf\u4e2d\u7684\u54c1\u724c\u3001\u4ea7\u54c1\u7f8e\u5b66\u548c\u4e2a\u6027\u5316\u98ce\u683c\u7b49\u65b9\u9762\u3002<\/p>\n<p>\u5f00\u6e90\u793e\u533a\u5728\u8fc7\u53bb\u51e0\u5e74\u4e2d\u4e00\u76f4\u975e\u5e38\u5fd9\u788c\u3002\u6211\u4eec\u5c06\u4ecb\u7ecd\u4e0d\u540c\u7684\u7528\u4f8b\u4ee5\u53ca\u8fd9\u9879\u6280\u672f\u662f\u5982\u4f55\u53d8\u5316\u7684\u3002<\/p>\n<h3>1.2 \u5c01\u95ed\u4e0e\u5f00\u6e90\u6a21\u578b<\/h3>\n<p>\u6211\u4eec\u5e94\u8be5\u9996\u5148\u4e86\u89e3\u7684\u662f\u8fd9\u4e2a\u9886\u57df\u53ef\u7528\u7684 AI \u6a21\u578b\u4ee5\u53ca\u60a8\u5e94\u8be5\u4e13\u6ce8\u4e8e\u4f7f\u7528\u54ea\u4e9b\u6a21\u578b\u8fdb\u884c\u6784\u5efa\u3002<\/p>\n<p>\u53ef\u80fd\u6700\u53e4\u8001\u4e14\u4f7f\u7528\u6700\u5e7f\u6cdb\u7684\u662f Stable Diffusion 1.5\u3002\u5b83\u80cc\u540e\u6709\u4e00\u4e2a\u5e9e\u5927\u7684\u793e\u533a\u5e76\u4e14\u5b8c\u5168\u5f00\u6e90\uff0c\u8fd9\u610f\u5473\u7740\u4f60\u53ef\u4ee5\u5728\u5176\u4e0a\u6784\u5efa\u5546\u4e1a API\u3002<\/p>\n<p>2024 \u5e74\uff0cBlack Forest Labs \u53d1\u5e03\u4e86 Flux\uff0c\u4f5c\u4e3a MidJourney \u7b49\u95ed\u6e90\u7cfb\u7edf\u7684\u7ade\u4e89\u5bf9\u624b\u3002<\/p>\n<p>  \u6700\u53d7\u6b22\u8fce\u7684\u751f\u6210\u56fe\u50cf\u6a21\u578b\u3001\u53d1\u5e03\u5e74\u4efd\u548c\u5546\u4e1a\u8bb8\u53ef <\/p>\n<p>Flux Schnell \u662f\u5b8c\u5168\u5f00\u6e90\u7684\uff0c\u5177\u6709\u5546\u4e1a\u8bb8\u53ef\uff0c\u4f46\u66f4\u53d7\u6b22\u8fce\u7684 Flux Dev \u4e0d\u662f\u3002\u8fd9\u5e76\u4e0d\u610f\u5473\u7740\u4f60\u4e0d\u80fd\u5c06 Flux Dev \u7684\u8f93\u51fa\u7528\u4e8e\u5546\u4e1a\u7528\u9014\uff0c\u4f46\u4f60\u4e0d\u80fd\u5728\u6a21\u578b\u4e4b\u4e0a\u6784\u5efa\u7cfb\u7edf\u5e76\u51fa\u552e\u5b83\u3002<\/p>\n<p>\u4f60\u53ef\u4ee5\u5728\u4e0a\u65b9\u770b\u5230\u6211\u5173\u4e8e\u4e0d\u540c\u6d41\u884c\u6a21\u578b\u7684\u6d82\u9e26\uff0c\u6ce8\u610f\u5b83\u4eec\u662f\u5426\u662f\u5f00\u6e90\u7684\u5e76\u4e14\u5177\u6709\u5546\u4e1a\u8bb8\u53ef\u3002\u5982\u679c\u60f3\u8981\u6574\u4e2a\u5217\u8868\uff0c\u8bf7\u67e5\u770b\u3002<\/p>\n<p>\u73b0\u5728\uff0c\u867d\u7136\u4f60\u53ef\u80fd\u60f3\u76f4\u63a5\u8df3\u8f6c\u5230 Flux \u8fdb\u884c\u6240\u6709\u9879\u76ee\uff0c\u4f46\u8bf7\u8bb0\u4f4f\uff0c\u6a21\u578b\u53ef\u7528\u65f6\u95f4\u8d8a\u957f\uff0c\u56f4\u7ed5\u5b83\u6784\u5efa\u7684\u5de5\u5177\u548c\u8d44\u6e90\u5c31\u8d8a\u591a\u3002<\/p>\n<p>Stable Diffusion 1.5 \u548c Stable Diffusion XL \u62e5\u6709\u4e00\u4e9b\u6700\u5927\u7684\u793e\u533a\uff0c\u5df2\u7ecf\u5f00\u53d1\u4e86\u8bb8\u591a\u5de5\u5177\u548c\u6280\u672f\u3002\u5728\u5f00\u59cb\u6784\u5efa\u4e4b\u524d\uff0c\u4e0d\u8981\u5b8c\u5168\u5ffd\u89c6\u5b83\u4eec\u3002<\/p>\n<h3>1.3 \u56fe\u50cf\u7528\u4f8b<\/h3>\n<p>\u5728\u8fd9\u4e2a\u9886\u57df\u4e2d\u53ef\u80fd\u5b58\u5728\u5f88\u591a\u7528\u4f8b\u3002<\/p>\n<p>\u51e0\u5929\u524d\uff0c\u51e0\u5f20\u5728 LinkedIn \u4e0a\u6d41\u4f20\uff0c\u5b83\u4eec\u663e\u7136\u975e\u5e38\u771f\u5b9e\uff0c\u4eba\u4eec\u770b\u4e0d\u51fa\u533a\u522b\u3002\u8fd9\u4e9b\u56fe\u50cf\u662f\u7531\u5728 ComfyUI \u4e2d\u6839\u636e\u4e00\u4f4d\u5973\u6027\u5ea6\u5047\u7167\u7247\u7684\u5fae\u8c03 LoRA \u521b\u5efa\u7684\u3002<\/p>\n<p>\u73b0\u5728\uff0c\u53ef\u80fd\u6027\u4e0d\u6b62\u4e8e\u6b64\u3002<\/p>\n<p>\u4f60\u5c06\u770b\u5230\u6211\u5728\u4e0b\u9762\u5217\u51fa\u7684\u4e00\u4e9b\u5e38\u89c1\u7528\u4f8b\uff0c\u4ee5\u53ca\u5b83\u4eec\u5bf9\u5e94\u7684\u6f5c\u5728\u6280\u672f\u3002<\/p>\n<p>  \u4e0d\u540c\u7684\u7528\u4f8b\u548c\u6280\u672f\uff0c\u8bf7\u53c2\u9605\u6b64\u5b58\u50a8\u5e93\u4e2d\u7684\u5e72\u51c0\u5217\u8868 <\/p>\n<p>\u6211\u8fd9\u91cc\u6709\u4e00\u4e2a\u3002<\/p>\n<p>\u4f46\u662f\uff0c\u6211\u4eec\u6240\u505a\u7684\u662f\u5c06\u4e0d\u540c\u7684\u5de5\u5177\u7ec4\u5408\u5728\u4e00\u8d77\u4ee5\u9002\u5e94\u4e0d\u540c\u7684\u5de5\u4f5c\u6d41\u7a0b\u3002\u4f60\u7ecf\u5e38\u4f1a\u770b\u5230\u4eba\u4eec\u5c06 ControlNet \u4e0e IP \u9002\u914d\u5668\u548c\u5176\u4ed6 LoRA \u4e00\u8d77\u4f7f\u7528\u3002<\/p>\n<h3>1.4 ComfyUI \u4e0e\u66ff\u4ee3\u65b9\u6848<\/h3>\n<p>\u73b0\u5728\uff0c\u8981\u6784\u5efa\u9ad8\u7ea7\u751f\u6210\u56fe\u50cf\u5e94\u7528\u7a0b\u5e8f\uff0c\u6211\u4eec\u9700\u8981\u67e5\u770b\u53ef\u7528\u7684\u5de5\u5177\u3002<\/p>\n<p>\u6211\u76f8\u4fe1\u6709\u5f88\u591a\u5546\u4e1a\u9009\u62e9\uff0c\u4f46\u4e5f\u6709\u5f88\u591a\u5f00\u6e90\u9009\u62e9\u3002\u8fd9\u4e9b\u5728\u5404\u65b9\u9762\u90fd\u66f4\u597d\uff0c\u56e0\u4e3a\u5b83\u4eec\u62e5\u6709\u66f4\u5927\u7684\u793e\u533a\u6765\u63a8\u52a8\u521b\u65b0\uff0c\u800c\u4e14\u5b83\u4eec\u662f\u514d\u8d39\u7684\u3002<\/p>\n<p>\u8fc4\u4eca\u4e3a\u6b62\u53d1\u5e03\u7684\u6700\u5f3a\u5927\u8f6f\u4ef6\u662f ComfyUI\u3002<\/p>\n<p>ComfyUI \u662f\u4e00\u4e2a\u57fa\u4e8e\u8282\u70b9\u7684\u53ef\u89c6\u5316 GUI\uff0c\u53ef\u8ba9\u4f60\u5b8c\u5168\u63a7\u5236\u6269\u6563\u8fc7\u7a0b\uff0c\u4f7f\u5176\u6210\u4e3a\u521b\u5efa\u81ea\u5b9a\u4e49\u751f\u6210\u56fe\u50cf\u751a\u81f3\u89c6\u9891\u7684\u7edd\u4f73\u9009\u62e9\u3002<\/p>\n<p>\u7136\u800c\uff0c\u8bb8\u591a\u4eba\u8ba4\u4e3a ComfyUI \u4e0d\u5fc5\u8981\u5730\u590d\u6742\uff0c\u6240\u4ee5\u8ba9\u6211\u4eec\u5feb\u901f\u63a2\u7d22\u4e00\u4e9b\u66ff\u4ee3\u65b9\u6848\uff1a<\/p>\n<p>  \u751f\u6210\u5f0f AI \u56fe\u50cf\u5148\u8fdb\u5f00\u6e90\u5de5\u5177\u3002\u5728 \u67e5\u770b\u5217\u8868 <\/p>\n<p>\u8bb8\u591a\u66ff\u4ee3\u65b9\u6848\u7684\u95ee\u9898\u5728\u4e8e\u5b83\u4eec\u53ef\u80fd\u5177\u6709\u9650\u5236\u6027\uff0c\u800c\u4e14\u73b0\u5728\u5df2\u7ecf\u8fc7\u65f6\u3002\u4f8b\u5982\uff0cA111 \u662f\u6bd4\u8f83\u77e5\u540d\u7684 UI \u4e4b\u4e00\uff0c\u4f46\u76ee\u524d\u5b83\u4e0d\u652f\u6301\u8f83\u65b0\u7684 Flux \u6a21\u578b\u3002<\/p>\n<p>ComfyUI \u6709\u4e00\u4e2a\u5b66\u4e60\u66f2\u7ebf\uff0c\u5b66\u4e60\u57fa\u7840\u77e5\u8bc6\u53ef\u80fd\u9700\u8981\u51e0\u5929\u65f6\u95f4\uff0c\u4f46\u4efb\u4f55\u6280\u672f\u4eba\u5458\u90fd\u5e94\u8be5\u638c\u63e1\u5b83\u3002<\/p>\n<p>\u5982\u679c\u4f60\u4ecd\u7136\u89c9\u5f97 ComfyUI \u8fc7\u4e8e\u590d\u6742\uff0c\u90a3\u4e48\u4e00\u4e2a\u4e0d\u9519\u7684\u66ff\u4ee3\u65b9\u6848\u662f SwarmUI\uff0c\u5b83\u5efa\u7acb\u5728 ComfyUI \u4e4b\u4e0a\u5e76\u63d0\u4f9b\u7b80\u5316\u7684 UI\u3002<\/p>\n<p>\u65e0\u8bba\u4f60\u9009\u62e9\u54ea\u79cd\u5de5\u5177\uff0c\u672c\u6587\u5bf9\u4e8e\u7406\u89e3\u6280\u672f\u4ecd\u7136\u6709\u7528\u3002<\/p>\n<h3>1.5 \u9ad8\u7ea7\u56fe\u50cf\u751f\u6210\u7684\u7ecf\u6d4e\u5b66<\/h3>\n<p>\u5982\u679c\u4f60\u662f\u5229\u76ca\u76f8\u5173\u8005\uff0c\u8ba9\u6211\u4eec\u7b80\u8981\u8c08\u8c08\u4f7f\u7528 ComfyUI \u7b49\u5de5\u5177\u8fdb\u884c\u6784\u5efa\u7684\u6210\u672c\u3002<\/p>\n<p>\u8981\u6709\u6548\u8fd0\u884c\u8fd9\u4e9b\u5de5\u5177\uff0c\u4f60\u9700\u8981\u826f\u597d\u7684\u786c\u4ef6\uff0c\u5305\u62ec\u5177\u6709\u9ad8 VRAM \u7684 GPU\uff0c\u8fd9\u9700\u8981\u4e00\u70b9\u6295\u8d44\u3002<\/p>\n<p>\u6216\u8005\uff0c\u4f60\u53ef\u4ee5\u79df\u7528\u4e91 GPU\uff08\u6211\u4eec\u90fd\u8fd9\u6837\u505a\uff09\uff0c\u4f46\u8fd9\u53ef\u80fd\u4f1a\u5f88\u5feb\u589e\u52a0\u6210\u672c\u3002\u6700\u4fbf\u5b9c\u7684\u9009\u9879\u8d77\u4ef7\u7ea6\u4e3a\u6bcf\u5c0f\u65f6 0.60 \u7f8e\u5143\uff0c\u5177\u4f53\u53d6\u51b3\u4e8e\u4f60\u7684\u8bbe\u7f6e\u3002<\/p>\n<p>\u5c3d\u7ba1\u6210\u672c\u9ad8\u6602\uff0c\u4f46\u8fd9\u4ecd\u7136\u53ef\u80fd\u6bd4\u8058\u8bf7\u5916\u90e8\u987e\u95ee\u6765\u6784\u5efa\u3001\u90e8\u7f72\u548c\u7ef4\u62a4\u5de5\u4f5c\u6d41\u7a0b\u66f4\u597d\u3002\u8ba9\u4f60\u7684\u56e2\u961f\u5185\u90e8\u5b66\u4e60\u4e0d\u4ec5\u53ef\u4ee5\u8282\u7701\u957f\u671f\u6210\u672c\uff0c\u8fd8\u53ef\u4ee5\u5728\u5185\u90e8\u57f9\u517b\u4e13\u4e1a\u77e5\u8bc6\u3002<\/p>\n<p>\u8bdd\u867d\u5982\u6b64\uff0c\u83b7\u5f97\u9ad8\u8d28\u91cf\u7684\u7ed3\u679c\u5e76\u4e0d\u5bb9\u6613\u3002\u8fd9\u9879\u6280\u672f\u6b63\u5728\u8fc5\u901f\u53d1\u5c55\uff0c\u7f51\u7edc\u4e0a\u6709\u5f88\u591a\u8fc7\u65f6\u7684\u8282\u70b9\u548c\u5de5\u4f5c\u6d41\u7a0b\u3002\u5b83\u4e5f\u76f8\u5f53\u6280\u672f\u6027\uff0c\u56e0\u6b64\u6ca1\u6709\u5408\u9002\u6280\u80fd\u7684\u56e2\u961f\u53ef\u80fd\u4f1a\u9047\u5230\u56f0\u96be\u3002<\/p>\n<p>\u6295\u8d44\u5b66\u4e60\u4f60\u53ef\u4ee5\u7528\u5b83\u505a\u4ec0\u4e48\u4ecd\u7136\u662f\u4ef6\u597d\u4e8b\u3002<\/p>\n<h2>2\u3001\u6280\u672f\u7ec6\u8282<\/h2>\n<p>\u8ba9\u6211\u4eec\u6df1\u5165\u4e86\u89e3\u66f4\u591a\u6280\u672f\u5185\u5bb9\uff0c\u4ee5\u4fbf\u6211\u4eec\u4e86\u89e3\u56fe\u50cf\u751f\u6210\u7684\u5de5\u4f5c\u539f\u7406\u3002\u6211\u4eec\u8fd8\u5c06\u8bbe\u7f6e ComfyUI \u5e76\u63a2\u7d22\u5176\u5e03\u5c40\uff0c\u540c\u65f6\u4ecb\u7ecd LoRA\u3001ControlNets \u548c IP \u9002\u914d\u5668\u7b49\u5173\u952e\u6280\u672f\u3002<\/p>\n<p>\u5728\u672c\u8282\u7ed3\u675f\u65f6\uff0c\u6211\u4eec\u5c06\u6784\u5efa\u5ba4\u5185\u8bbe\u8ba1\u5e08\u5de5\u4f5c\u6d41\u7a0b\uff0c\u8fd9\u662f\u4e00\u4e2a\u76f8\u5f53\u7b80\u5355\u7684\u7528\u4f8b\u3002<\/p>\n<h3>2.1 \u56fe\u50cf\u751f\u6210\u7684\u5de5\u4f5c\u539f\u7406<\/h3>\n<p>\u56fe\u50cf\u751f\u6210\u4e0e\u8ba1\u7b97\u673a\u89c6\u89c9\u4e0d\u540c\uff0c\u5c3d\u7ba1\u6709\u4e00\u4e9b\u91cd\u53e0\u3002\u8ba1\u7b97\u673a\u89c6\u89c9\u4e13\u6ce8\u4e8e\u8bc6\u522b\u548c\u5206\u6790\u56fe\u50cf\u7684\u5185\u5bb9\u3002<\/p>\n<p>\u5982\u679c\u4f60\u6709\u5174\u8da3\u63a2\u7d22\u8ba1\u7b97\u673a\u89c6\u89c9\u7528\u4f8b\uff0c\u8bf7\u67e5\u770b\u6211\u4e00\u5e74\u524d\u5199\u7684\u3002<\/p>\n<p>\u53e6\u4e00\u65b9\u9762\uff0c\u56fe\u50cf\u751f\u6210\u5c5e\u4e8e\u751f\u6210\u5f0f AI \u7c7b\u522b\u3002\u5b83\u662f\u5173\u4e8e\u521b\u5efa\u5185\u5bb9\uff0c\u800c\u4e0d\u662f\u5206\u6790\u6216\u89e3\u91ca\u5185\u5bb9\u3002\u8fd9\u4e2a\u9886\u57df\u7684\u4e3b\u8981\u6a21\u578b\u7c7b\u578b\u662f GAN \u548c\u6269\u6563\u6a21\u578b\u3002<\/p>\n<p>\u672c\u6587\u91cd\u70b9\u4ecb\u7ecd\u6269\u6563\u6a21\u578b\uff0c\u8fd9\u662f ComfyUI \u7684\u4e3b\u8981\u9009\u62e9\uff0c\u4f46\u5982\u679c\u60a8\u613f\u610f\uff0c\u6709\u51e0\u79cd\u8d44\u6e90\u53ef\u7528\u4e8e\u6df1\u5165\u7814\u7a76\u8fd9\u4e2a\u9886\u57df\u3002<\/p>\n<p>\u6211\u60f3\u63d0\u4e00\u4e0b\uff0c\u5f53\u6211\u4eec\u7528\u6269\u6563\u6a21\u578b\u751f\u6210\u56fe\u50cf\u65f6\uff0c\u6211\u4eec\u4ece\u968f\u673a\u566a\u58f0\u5f00\u59cb\uff0c\u6a21\u578b\u9010\u6b65\u5bf9\u5176\u8fdb\u884c\u7ec6\u5316\uff0c\u76f4\u5230\u5f62\u6210\u8fde\u8d2f\u7684\u56fe\u50cf\u3002\u8fd9\u4e2a\u8fc7\u7a0b\u7531\u6211\u4eec\u7684\u63d0\u793a\uff08\u5d4c\u5165\uff09\u6307\u5bfc\uff1a<\/p>\n<p>  \u7b80\u5316\u7684\u6269\u6563\u8fc7\u7a0b <\/p>\n<p>\u6709\u4e9b\u4eba\u79f0\u4e4b\u4e3a\u7528\u566a\u97f3\u521b\u9020\u827a\u672f\u3002<\/p>\n<p>\u8fd9\u91cc\u6709\u591a\u4e2a\u90e8\u5206\u53d1\u6325\u7740\u91cd\u8981\u4f5c\u7528\u3002<\/p>\n<p>\u6211\u4eec\u6709\u57fa\u7840\u6a21\u578b\u672c\u8eab\uff0c\u5373 CLIP \u6a21\u578b\uff0c\u5b83\u5c06\u6211\u4eec\u7684\u63d0\u793a\u8f6c\u6362\u4e3a\u6a21\u578b\u53ef\u4ee5\u4f7f\u7528\u7684\u4e1c\u897f\uff08\u5373\u5d4c\u5165\uff09\uff0c\u4ee5\u53ca\u4e00\u4e2a\u81ea\u52a8\u7f16\u7801\u5668\uff0c\u5b83\u53ef\u4ee5\u89e3\u7801\u8fc7\u7a0b\u7684\u8f93\u51fa\uff0c\u4e3a\u6211\u4eec\u63d0\u4f9b\u53ef\u4ee5\u4f7f\u7528\u7684\u6700\u7ec8\u56fe\u50cf\u3002<\/p>\n<p>\u5728\u4f7f\u7528 MidJourney \u7b49\u66f4\u9ad8\u7ea7\u7684 UI \u65f6\uff0c\u4f60\u4e0d\u4f1a\u53c2\u4e0e\u6b64\u8fc7\u7a0b\uff0c\u4f46\u5728 ComfyUI \u4e2d\uff0c\u4f60\u53ef\u4ee5\u62e5\u6709\u66f4\u591a\u63a7\u5236\u6743\u3002<\/p>\n<h3>2.2 \u8bbe\u7f6e ComfyUI<\/h3>\n<p>\u73b0\u5728\u8fd9\u90e8\u5206\u5f88\u68d8\u624b\u3002\u5982\u679c\u4f60\u6709\u597d\u7684\u786c\u4ef6\uff0c\u90a3\u4e48\u53ea\u9700\u5c06\u5176\u5b89\u88c5\u5728\u4f60\u7684\u8ba1\u7b97\u673a\u4e0a\u5373\u53ef\u3002\u4f60\u53ef\u4ee5\u67e5\u770b\u3002<\/p>\n<p>\u4f46\u662f\uff0c\u5728\u6ca1\u6709 GPU \u7684 MacBook \u4e0a\u4f7f\u7528 ComfyUI \u4f1a\u5f88\u6162\u3002\u5982\u679c\u4f60\u50cf\u6211\u4e00\u6837\u6ca1\u6709\u8010\u5fc3\uff0c\u4f60\u9700\u8981\u4e00\u4e2a GPU\u3002<\/p>\n<p>\u6709\u51e0\u79cd\u53ef\u7528\u7684\u9009\u9879\uff0c\u6211\u5728\u6982\u8ff0\u4e86\u5b83\u4eec\u3002<\/p>\n<p>  \u6258\u7ba1 ComfyUI \u7684\u4e0d\u540c\u9009\u62e9\uff0c\u8bf7\u53c2\u9605 \u7684\u5217\u8868 <\/p>\n<p>\u6211\u4e0d\u60f3\u63a8\u8350\u4efb\u4f55\u7279\u5b9a\u7684\uff0c\u4f46\u6709\u4e9b\u53ef\u4ee5\u5728\u51e0\u5206\u949f\u5185\u8ba9\u4f60\u542f\u52a8\u5e76\u8fd0\u884c\uff0c\u8fd9\u5728\u5f00\u59cb\u65f6\u662f\u7406\u60f3\u7684\u3002\u4e0d\u5e78\u7684\u662f\uff0c\u8fd9\u5c06\u82b1\u8d39\u6bcf\u5c0f\u65f6\u7ea6 0.99 \u7f8e\u5143\uff0c\u8fd9\u76f8\u5f53\u6602\u8d35\u3002<\/p>\n<p>\u4e00\u65e6\u4f60\u6bcf\u5929\u4f7f\u7528\u5b83\uff0c\u6211\u5efa\u8bae\u5bfb\u627e\u66f4\u597d\u3001\u66f4\u5177\u6210\u672c\u6548\u76ca\u7684\u9009\u62e9\u3002\u6211\u4ece\u6765\u6ca1\u6709\u70ed\u8877\u4e8e\u62e5\u6709\u9ad8\u7aef\u786c\u4ef6\uff0c\u4f46\u8fd9\u80af\u5b9a\u6b63\u5728\u6539\u53d8\u3002<\/p>\n<h3>2.3 \u5e03\u5c40<\/h3>\n<p>\u6211\u5047\u8bbe\u4f60\u5df2\u7ecf\u627e\u5230\u4e86\u8fd0\u884c ComfyUI \u7684\u65b9\u6cd5\uff0c\u4f46\u5982\u679c\u6ca1\u6709\uff0c\u4f60\u53ea\u662f\u60f3\u5c1d\u8bd5\u4e0b\u4e00\u90e8\u5206\u7684\u753b\u5e03\uff0c\u8bf7\u8f6c\u5230\u3002\u8fd9\u4e2a\u7f51\u7ad9\u5c06\u8ba9\u4f60\u514d\u8d39\u8fd0\u884c\u66f4\u7b80\u5355\u7684\u4e1c\u897f\uff08\u867d\u7136\u4f60\u4f1a\u88ab\u6392\u6210\u961f\u5217\uff0c\u6240\u4ee5\u901f\u5ea6\u53ef\u80fd\u4f1a\u5f88\u6162\uff09\u3002<\/p>\n<p>  \u5982\u679c\u4f60\u6b63\u5728\u8fd0\u884c\u57fa\u4e8e Web \u7684 ComfyUI\uff0c\u5b83\u770b\u8d77\u6765\u4f1a\u662f\u8fd9\u6837\u7684 <\/p>\n<p>\u4e00\u65e6\u4f60\u770b\u5230\u9762\u524d\u4e00\u7247\u7a7a\u767d\u7684\u9ed1\u5c4f\uff0c\u4f60\u53ef\u80fd\u4f1a\u611f\u5230\u754f\u60e7\u3002\u4e0d\u8fc7\uff0c\u5b83\u5f88\u5bb9\u6613\u4e0a\u624b\uff0c\u4f60\u4e0d\u9700\u8981\u77e5\u9053\u8fd9\u4e2a\u5de5\u5177\u7684\u6bcf\u4e2a\u90e8\u5206\u5c31\u53ef\u4ee5\u4f7f\u7528\u5b83\u3002<\/p>\n<p>\u9700\u8981\u4e86\u89e3\u7684\u5173\u952e\u662f\uff0c\u5de6\u952e\u53cc\u51fb\u53ef\u8ba9\u4f60\u641c\u7d22\u8981\u6dfb\u52a0\u5230\u5de5\u4f5c\u6d41\u7a0b\u4e2d\u7684\u8282\u70b9\uff1a<\/p>\n<p>  ComfyUI \u4e2d\u7684\u5de6\u952e\u53cc\u51fb\u641c\u7d22 <\/p>\n<p>\u8981\u52a0\u8f7d\u6a21\u578b\uff0c\u4f60\u53ea\u9700\u627e\u5230\u8282\u70b9 <code>Load Checkpoint<\/code> (\u52a0\u8f7d\u68c0\u67e5\u70b9) \u3002<\/p>\n<p>\u8981\u4f7f\u7528\u201c\u52a0\u8f7d\u68c0\u67e5\u70b9\u201d\u8282\u70b9\u52a0\u8f7d\u6a21\u578b\uff0c\u9996\u5148\u9700\u8981\u4e0b\u8f7d\u5b83\u4eec\u5e76\u5c06\u5b83\u4eec\u653e\u5728\u6a21\u578b\u76ee\u5f55\u4e2d\u624d\u80fd\u8bbf\u95ee\u5b83\u4eec\u3002\u8fd9\u540c\u6837\u9002\u7528\u4e8e\u5176\u4ed6\u6a21\u578b\uff0c\u5982 LoRA\u3001ControlNets \u7b49\uff08\u7a0d\u540e\u6211\u4eec\u4f1a\u4ecb\u7ecd\uff09\u3002<\/p>\n<p>\u4f60\u9700\u8981\u5c06\u6240\u6709\u4f7f\u7528\u7684\u6a21\u578b\u653e\u5728 ComfyUI \u6a21\u578b\u76ee\u5f55\u4e2d\u3002<\/p>\n<p>\u5982\u679c\u4f7f\u7528\u7684\u662f\u6258\u7ba1\u670d\u52a1\u63d0\u4f9b\u5546\uff08\u5982\u4e0a\u9762\u7684\u6258\u7ba1\u670d\u52a1\u63d0\u4f9b\u5546\uff09\uff0c\u5b83\u901a\u5e38\u4f1a\u5e2e\u52a9\u4f60\u52a0\u8f7d\u8fd9\u4e9b\u521d\u59cb\u6a21\u578b\u3002<\/p>\n<p>\u8fd8\u5e94\u8be5\u77e5\u9053\uff0c\u53ef\u4ee5\u4f7f\u7528 JSON \u6587\u4ef6\u8f7b\u677e\u4e0b\u8f7d\u548c\u4e0a\u4f20\u5de5\u4f5c\u6d41\u3002\u4f60\u53ea\u9700\u5728\u753b\u5e03\u4e2d\u7c98\u8d34\u5de5\u4f5c\u6d41\u7684 JSON \u5373\u53ef\u3002<\/p>\n<p>\u5982\u679c\u9700\u8981\u5b89\u88c5\u6216\u66f4\u65b0\u81ea\u5b9a\u4e49\u8282\u70b9\uff0c\u5219\u9700\u8981\u8bbf\u95ee ComfyUI \u7ba1\u7406\u5668\u3002\u5bf9\u4e8e\u7531\u4e8e\u7f3a\u5c11\u8282\u70b9\u800c\u5f15\u53d1\u9519\u8bef\u7684\u5de5\u4f5c\u6d41\uff0c\u53ef\u4ee5\u5728\u7ba1\u7406\u5668\u4e2d\u641c\u7d22\u5e76\u5b89\u88c5\u6216\u66f4\u65b0\u5b83\u4eec\u3002<\/p>\n<p>\u5728\u5f00\u59cb\u6211\u4eec\u7684\u7528\u4f8b\u4e4b\u524d\uff0c\u6211\u4eec\u5c06\u4ecb\u7ecd\u4e00\u4e2a\u7528\u4e8e\u7a33\u5b9a\u6269\u6563\u7684\u7b80\u5355\u5de5\u4f5c\u6d41\u548c\u53e6\u4e00\u4e2a\u7528\u4e8e Flux \u7684\u7b80\u5355\u5de5\u4f5c\u6d41\u3002<\/p>\n<h3>2.4 \u5173\u952e\u6784\u5efa\u5757<\/h3>\n<p>\u6211\u60f3\u5c06\u56fe\u50cf\u751f\u6210\u7684\u5de5\u4f5c\u539f\u7406\u4e0e\u6b64\u90e8\u5206\u8054\u7cfb\u8d77\u6765\uff0c\u4ee5\u4fbf\u5b83\u6709\u610f\u4e49\u3002<\/p>\n<p>\u4f60\u53ef\u80fd\u4f1a\u8ba4\u4e3a\u8fd9\u4e2a\u8fc7\u7a0b\u4e0d\u5fc5\u8981\u5730\u590d\u6742\uff0c\u4f46\u6211\u4eec\u8bbe\u7f6e\u6574\u4e2a\u8fc7\u7a0b\u662f\u6709\u539f\u56e0\u7684\uff0c\u56e0\u6b64\u6211\u4eec\u53ef\u4ee5\u5728\u4ee5\u540e\u9700\u8981\u65f6\u5c06\u5176\u5206\u89e3\u5e76\u505a\u4e00\u4e9b\u975e\u5e38\u9177\u7684\u4e8b\u60c5\u3002<\/p>\n<p>\u6211\u4eec\u5c06\u6dfb\u52a0\u7684\u7b2c\u4e00\u4e2a\u8282\u70b9\u662f\u52a0\u8f7d\u68c0\u67e5\u70b9\uff08\u5982\u4e0a\u6240\u8ff0\uff09\uff1a<\/p>\n<p>  \u5728 ComfyUI \u4e2d\u641c\u7d22\u52a0\u8f7d\u68c0\u67e5\u70b9 <\/p>\n<p>\u8fd9\u662f\u52a0\u8f7d\u6a21\u578b\uff08\u68c0\u67e5\u70b9\uff09\u53ca\u5176\u76f8\u5173\u7ec4\u4ef6\u7684\u5173\u952e\u8282\u70b9\uff0c\u4f8b\u5982 CLIP \u6a21\u578b\uff0c\u5b83\u662f\u4e00\u4e2a\u6587\u672c\u7f16\u7801\u5668\uff0c\u53ef\u5c06\u6211\u4eec\u7684\u63d0\u793a\u89e3\u91ca\u4e3a\u6a21\u578b\u53ef\u4ee5\u7406\u89e3\u7684\u5185\u5bb9\u3002<\/p>\n<p>\u5b83\u8fd8\u4e3a\u6211\u4eec\u63d0\u4f9b\u4e86\u5d4c\u5165\u5728\u68c0\u67e5\u70b9\u4e2d\u7684 VAE\uff08\u53d8\u5206\u81ea\u52a8\u7f16\u7801\u5668\uff09\uff0c\u5b83\u5728\u7f16\u7801\u8fc7\u7a0b\u4e2d\u5c06\u56fe\u50cf\u538b\u7f29\u5230\u6f5c\u5728\u7a7a\u95f4\u4e2d\uff0c\u5e76\u5728\u89e3\u7801\u8fc7\u7a0b\u4e2d\u5c06\u5b83\u4eec\u6269\u5c55\u56de\u5168\u5206\u8fa8\u7387\u3002<\/p>\n<p>\u4f60\u53ef\u4ee5\u5355\u72ec\u52a0\u8f7d\u6240\u6709\u8fd9\u4e9b\uff0c\u6211\u4eec\u7a0d\u540e\u5c06\u4e3a Flux \u6267\u884c\u6b64\u64cd\u4f5c\u3002<\/p>\n<p>\u663e\u7136\uff0c\u68c0\u67e5\u70b9\u662f\u7ba1\u9053\u7684\u9aa8\u5e72\u3002\u5bf9\u60a8\u6765\u8bf4\u53ef\u80fd\u5f88\u65b0\u5947\u7684\u662f\u76f4\u63a5\u5904\u7406 CLIP \u548c VAE\uff0c\u5b83\u4eec\u5728\u4f7f\u7528 MidJourney \u7b49\u66f4\u9ad8\u7ea7\u7cfb\u7edf\u65f6\u662f\u9690\u85cf\u7684\u3002<\/p>\n<p>\u5982\u679c\u60a8\u611f\u5230\u4e0d\u77e5\u6240\u63aa\uff0c\u8bf7\u4e0d\u8981\u62c5\u5fc3\uff0c\u5f88\u5feb\u5c31\u4f1a\u660e\u767d\u3002<\/p>\n<p>\u4e4b\u540e\uff0c\u6211\u4eec\u9700\u8981\u901a\u8fc7\u641c\u7d22\u83b7\u53d6\u200b\u200b\u4e24\u4e2a CLIP \u6587\u672c\u7f16\u7801\uff08\u63d0\u793a\uff09\u8282\u70b9\u3002\u6211\u4eec\u9700\u8981\u4e00\u4e2a\u7528\u4e8e\u6b63\u63d0\u793a\uff0c\u53e6\u4e00\u4e2a\u7528\u4e8e\u8d1f\u63d0\u793a\uff1a<\/p>\n<p>  \u8bbe\u7f6e\u6b63\u63d0\u793a\u548c\u8d1f\u63d0\u793a&nbsp; <\/p>\n<p>\u8fd9\u5e94\u8be5\u5f88\u660e\u663e\uff0c\u4f46\u5728\u4e00\u4e2a\u63d0\u793a\u4e2d\uff0c\u8f93\u5165\u60f3\u8981\u7684\u5185\u5bb9\uff0c\u5728\u7b2c\u4e8c\u4e2a\u63d0\u793a\u4e2d\uff0c\u8f93\u5165\u4e0d\u60f3\u8981\u7684\u5185\u5bb9\u3002<\/p>\n<p>\u5982\u679c\u53f3\u952e\u5355\u51fb\u8fd9\u4e9b\u8282\u70b9\uff0c\u53ef\u4ee5\u66f4\u6539\u5b83\u4eec\u7684\u989c\u8272\u548c\u6807\u9898\uff0c\u4f7f\u5b83\u4eec\u66f4\u5bb9\u6613\u533a\u5206\uff1a<\/p>\n<p>  \u66f4\u6539\u63d0\u793a\u7684\u989c\u8272 <\/p>\n<p>\u6211\u4eec\u8fd8\u5c06\u76f4\u63a5\u5c06 CLIP \u6a21\u578b\u94fe\u63a5\u5230\u63d0\u793a\u3002\u8be5\u6a21\u578b\u5c06\u6587\u672c\u8f6c\u6362\u4e3a\u5411\u91cf\uff08\u6570\u5b66\u8868\u793a\uff09\uff0c\u6307\u5bfc\u6a21\u578b\u5982\u4f55\u5851\u9020\u56fe\u50cf\u3002<\/p>\n<p>\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u9700\u8981\u6dfb\u52a0\u4e00\u4e2a\u7a7a\u6f5c\u5728\u56fe\u50cf\u8282\u70b9\u3002\u6b64\u8282\u70b9\u5728\u6f5c\u5728\u7a7a\u95f4\u4e2d\u521b\u5efa\u4e00\u4e2a\u5145\u6ee1\u968f\u673a\u566a\u58f0\u7684\u201c\u7a7a\u201d\u6f5c\u5728\u56fe\u50cf\uff0c\u8fd9\u5c06\u662f\u6269\u6563\u8fc7\u7a0b\u7684\u8d77\u70b9\uff1a<\/p>\n<p>  \u6b64\u8282\u70b9\u521b\u5efa\u4e00\u4e2a\u201c\u7a7a\u201d\u6f5c\u5728\u56fe\u50cf <\/p>\n<p>\u53ef\u4ee5\u8bbe\u7f6e\u8981\u901a\u8fc7\u6b64\u8282\u70b9\u751f\u6210\u7684\u56fe\u50cf\u7684\u5c3a\u5bf8\u548c\u6279\u91cf\u5927\u5c0f\u3002<\/p>\n<p>\u6240\u6709\u8fd9\u4e9b\u8282\u70b9\u5230\u4f4d\u540e\uff0c\u6211\u4eec\u8fd8\u5c06\u6dfb\u52a0 KSampler\uff1a<\/p>\n<p>  \u8fde\u63a5\u6240\u6709\u8282\u70b9 <\/p>\n<p>KSampler \u534f\u8c03\u6574\u4e2a\u53bb\u566a\u8fc7\u7a0b\uff0c\u5373\u5b83\u5c06\u968f\u673a\u566a\u58f0\u8f6c\u6362\u4e3a\u6211\u4eec\u751f\u6210\u56fe\u50cf\u7684\u6f5c\u5728\u8868\u793a\u3002<\/p>\n<p>\u4f60\u53ef\u4ee5\u4fdd\u7559\u6b64\u8bbe\u7f6e\uff0c\u4f46\u53ef\u80fd\u9700\u8981\u8bbe\u7f6e\u968f\u673a\u79cd\u5b50\u3002<\/p>\n<p>\u786e\u4fdd\u5c06\u6a21\u578b\u3001\u6b63\u8d1f\u63d0\u793a\u548c\u6f5c\u5728\u56fe\u50cf\u8fde\u63a5\u5230 KSampler\uff08\u89c1\u4e0a\u56fe\uff09\u3002<\/p>\n<p>\u5982\u679c\u4f60\u613f\u610f\uff0c\u53ef\u4ee5\u4f7f\u7528\u81ea\u5b9a\u4e49\u91c7\u6837\u5668\uff0c\u4f46\u5bf9\u4e8e\u4f60\u7684\u7b2c\u4e00\u6b21\uff0c\u6700\u597d\u575a\u6301\u4f7f\u7528\u5f00\u7bb1\u5373\u7528\u7684\u4e1c\u897f\u3002<\/p>\n<p>\u6240\u6709\u8fd9\u4e9b\u8282\u70b9\u5230\u4f4d\u540e\uff0c\u6211\u4eec\u9700\u8981\u5c06 KSampler \u751f\u6210\u7684\u6700\u7ec8\u6f5c\u5728\u8868\u793a\u89e3\u7801\u4e3a\u5168\u5206\u8fa8\u7387\u56fe\u50cf\u3002<\/p>\n<p>VAE \u89e3\u7801\u8282\u70b9\u5c06\u5904\u7406\u6b64\u95ee\u9898\uff0c\u56e0\u6b64\u8bf7\u52a1\u5fc5\u4e5f\u6dfb\u52a0\u8be5\u8282\u70b9\uff1a<\/p>\n<p>  \u5728 ComfyUI \u4e2d\u641c\u7d22 VAE \u89e3\u7801\u8282\u70b9&nbsp; <\/p>\n<p>\u4e3a\u4e86\u5728\u6d41\u7a0b\u5b8c\u6210\u540e\u4fdd\u5b58\u56fe\u50cf\uff0c\u6211\u4eec\u5c06\u6dfb\u52a0 ComfyUI \u63d0\u4f9b\u7684\u201c\u4fdd\u5b58\u56fe\u50cf\u201d\u8282\u70b9\u3002<\/p>\n<p>\u5b8c\u6210\u7684\u5de5\u4f5c\u6d41\u7a0b\u5c06\u5982\u4e0b\u6240\u793a\uff1a<\/p>\n<p>  \u786e\u4fdd ComfyUI \u4e2d\u7684\u6240\u6709\u8282\u70b9\u90fd\u5df2\u8fde\u63a5 <\/p>\n<p>\u4f60\u53ea\u9700\u6309\u201c\u961f\u5217\u201d\u5373\u53ef\u8fd0\u884c\u5de5\u4f5c\u6d41\u7a0b\u3002<\/p>\n<p>\u56fe\u50cf\u5c06\u51fa\u73b0\u5728\u201c\u4fdd\u5b58\u56fe\u50cf\u201d\u8282\u70b9\u4e2d\uff1a<\/p>\n<p>  ComfyUI \u4e2d\u4f7f\u7528 SD \u7684\u6807\u51c6\u5de5\u4f5c\u6d41\u7a0b\u7684\u7ed3\u679c <\/p>\n<p>\u7531\u4e8e\u6211\u5728\u201c\u7a7a\u6f5c\u5728\u56fe\u50cf\u201d\u8282\u70b9\u4e2d\u5c06\u6279\u5904\u7406\u5927\u5c0f\u8bbe\u7f6e\u4e3a 4\uff0c\u56e0\u6b64\u6211\u6709\u56db\u5f20\u56fe\u50cf\u3002\u6839\u636e\u4f60\u4f7f\u7528\u7684\u6a21\u578b\uff0c\u56fe\u50cf\u53ef\u80fd\u770b\u8d77\u6765\u4e0d\u540c\u3002<\/p>\n<p>\u6211\u4eec\u5c06\u5728\u4e0b\u4e00\u8282\u4ecb\u7ecd\u68c0\u67e5\u70b9\u7684\u5de5\u4f5c\u539f\u7406\u3002<\/p>\n<p>\u8fd9\u662f\u4f60\u7b2c\u4e00\u6b21\u52a0\u8f7d ComfyUI \u65f6\u901a\u5e38\u4f1a\u83b7\u5f97\u7684\u6807\u51c6\u521d\u5b66\u8005\u5de5\u4f5c\u6d41\u7a0b\u3002<\/p>\n<p>\u5982\u679c\u60f3\u4f7f\u7528 Flux \u6a21\u578b\uff0c\u5219\u9700\u8981\u8fdb\u884c\u4e00\u4e9b\u8c03\u6574\u3002<\/p>\n<p>\u9996\u5148\uff0c\u5206\u522b\u52a0\u8f7d\u6a21\u578b\u3001CLIP \u548c VAE\u3002\u4f60\u8fd8\u9700\u8981\u4e24\u4e2a CLIP \u6a21\u578b\u548c FluxGuidance \u8282\u70b9\u3002<\/p>\n<p>\u4e0b\u9762\u662f\u4e00\u4e2a\u53ef\u4ee5\u9075\u5faa\u7684 Flux \u793a\u4f8b\uff1a<\/p>\n<p>  ComfyUI \u4e2d\u4f7f\u7528 Flux \u7684\u6807\u51c6\u5de5\u4f5c\u6d41\u7a0b\u7684\u7ed3\u679c <\/p>\n<p>Flux \u65e8\u5728\u4f7f\u7528\u6807\u51c6 CLIP \u6a21\u578b\u548c T5 \u8bed\u8a00\u6a21\u578b\u6807\u8bb0\u5668\u6765\u8bfb\u53d6\u63d0\u793a\uff0c\u8fd9\u5c31\u662f\u4e3a\u4ec0\u4e48\u6211\u4eec\u5728\u8fd9\u91cc\u52a0\u8f7d\u4e24\u4e2a CLIP \u6a21\u578b\u800c\u4e0d\u662f\u4e00\u4e2a\u3002\u636e\u8bf4\u8fd9\u5c31\u662f Flux \u5177\u6709\u51fa\u8272\u63d0\u793a\u8ddf\u968f\u6027\u7684\u539f\u56e0\u3002<\/p>\n<p>FluxGuidance \u4e0d\u662f\u5fc5\u9700\u7684\uff0c\u4f46\u5b83\u53ef\u4ee5\u5e2e\u52a9\u6587\u672c\u7f16\u7801\u5668\u5c06\u56fe\u50cf\u751f\u6210\u201c\u63a8\u201d\u5f97\u66f4\u8fdc\u4e00\u4e9b\uff0c\u4f7f\u5176\u66f4\u7b26\u5408\u63d0\u793a\u3002\u5b83\u5e94\u8be5\u53ef\u4ee5\u63d0\u9ad8\u6a21\u578b\u9075\u5faa\u63d0\u793a\u7684\u6548\u679c<\/p>\n<p>\u4f60\u53ef\u4ee5\u5c06\u5176\u8bbe\u7f6e\u4e3a 1.0 \u5230 100\uff0c\u53ef\u4ee5\u5c1d\u8bd5\u4e00\u4e0b\u3002<\/p>\n<p>\u73b0\u5728\uff0c\u4ece\u8fd9\u91cc\u5f00\u59cb\uff0c\u5982\u679c\u4f60\u6709\u5174\u8da3\u4e86\u89e3\u66f4\u591a\u57fa\u7840\u77e5\u8bc6\uff0c\u6211\u63a8\u8350\u8fd9\u4e2a\u6559\u7a0b\u3002\u8fd9\u4e2a\u5de5\u5177\u7684\u5999\u5904\u5728\u4e8e\u4f60\u53ef\u4ee5\u771f\u6b63\u63a7\u5236\u4f60\u60f3\u8981\u7684\u56fe\u50cf\u751f\u6210\u65b9\u5f0f\u3002<\/p>\n<h3>2.5 \u6a21\u578b\u68c0\u67e5\u70b9\u548c LoRA<\/h3>\n<p>\u6b63\u5982\u6211\u4eec\u5728\u4ecb\u7ecd\u57fa\u7840\u77e5\u8bc6\u65f6\u770b\u5230\u7684\u90a3\u6837\uff0c\u5982\u679c\u4f60\u4f7f\u7528\u4efb\u4f55 ComfyUI \u6258\u7ba1\u670d\u52a1\uff0c\u4f60\u53ef\u80fd\u4f1a\u5728\u6dfb\u52a0\u52a0\u8f7d\u68c0\u67e5\u70b9\u8282\u70b9\u65f6\u770b\u5230\u4e00\u4e9b\u53ef\u7528\u7684\u6a21\u578b\uff1a<\/p>\n<p>  ComfyUI \u4e2d\u68c0\u67e5\u70b9\u8282\u70b9\u4e2d\u7684\u53ef\u7528\u6a21\u578b <\/p>\n<p>\u5982\u679c\u4f60\u5728\u672c\u5730\u5b89\u88c5\u4e86 ComfyUI\uff0c\u5219\u9700\u8981\u627e\u5230\u6587\u4ef6\u5939 <code>models\\checkpoints<\/code>\uff0c\u5c06\u6240\u9700\u7684\u6a21\u578b\u653e\u5165\u5176\u4e2d\uff0c\u7136\u540e\u91cd\u65b0\u52a0\u8f7d UI \u4ee5\u5728\u4e0b\u62c9\u5217\u8868\u4e2d\u67e5\u770b\u5b83\u4eec\u3002<\/p>\n<p>\u5982\u679c\u4f60\u662f ComfyUI \u7684\u65b0\u624b\uff0c\u53ef\u80fd\u60f3\u77e5\u9053\u5982\u4f55\u627e\u5230\u8fd9\u4e9b\u6a21\u578b\u4ee5\u53ca\u5c06\u54ea\u79cd\u6587\u4ef6\u653e\u5728\u90a3\u91cc\u3002\u5728\u5bfb\u627e\u6a21\u578b\u65f6\uff0c\u4f60\u53ef\u4ee5\u4f7f\u7528 HuggingFace \u548c Civitai\u3002<\/p>\n<p>\u8bf7\u53c2\u9605\u4e0b\u56fe\u4e86\u89e3\u5982\u4f55\u901a\u8fc7 Civitai \u67e5\u627e\u68c0\u67e5\u70b9\uff0c\u65b9\u6cd5\u662f\u8f6c\u5230\u6a21\u578b\u9875\u9762\uff0c\u7136\u540e\u8fc7\u6ee4 Checkpoint\uff1a<\/p>\n<p>  \u5728 Civicai \u4e2d\u67e5\u627e\u68c0\u67e5\u70b9 <\/p>\n<p> \u6a21\u578b\u975e\u5e38\u5927\u3002\u5982\u679c\u4f60\u4e0d\u77e5\u5982\u4f55\u5904\u7406\uff0c\u6211\u5728\u6536\u96c6\u4e86\u4e00\u4e9b\u6d41\u884c\u7684\u68c0\u67e5\u70b9\u3002\u4f60\u8981\u67e5\u627e\u7684\u6587\u4ef6\u5c06\u4ee5 <code>.safetensors<\/code> \u4f5c\u4e3a\u6587\u4ef6\u6269\u5c55\u540d\u3002<\/p>\n<p>\u627e\u5230\u6240\u9700\u7684\u6587\u4ef6\u540e\uff0c\u4e0b\u8f7d\u5e76\u5c06\u5176\u653e\u5728 ComfyUI \u4e2d\u7684 <code>models\\checkpoints\\<\/code> \u76ee\u5f55\u4e2d\u3002\u662f\u7684\uff0c\u8fd9\u5c06\u82b1\u8d39\u76f8\u5f53\u591a\u7684\u65f6\u95f4\uff0c\u5177\u4f53\u53d6\u51b3\u4e8e\u4f60\u7684\u786c\u4ef6\u548c\u8fde\u63a5\u3002<\/p>\n<p>\u8fd9\u5c06\u6211\u4eec\u5e26\u5230\u4e0b\u4e00\u4e2a\u4e3b\u9898\uff1aLoRA\u3002<\/p>\n<p>LoRA \u7684\u5c3a\u5bf8\u8981\u5c0f\u5f97\u591a\uff0c\u53ef\u4ee5\u8fde\u63a5\u5230\u4e0d\u540c\u7684\u68c0\u67e5\u70b9\u3002\u5b83\u4eec\u662f\u6a21\u578b\u7684\u5fae\u8c03\u9644\u52a0\u7ec4\u4ef6\u3002\u5c06\u57fa\u7840\u6a21\u578b\uff08\u68c0\u67e5\u70b9\uff09\u89c6\u4e3a\u5efa\u9020\u623f\u5c4b\u7684\u84dd\u56fe\u3002LoRA \u5c31\u50cf\u6dfb\u52a0\u81ea\u5b9a\u4e49\u6cb9\u6f06\u800c\u4e0d\u6539\u53d8\u623f\u5c4b\u672c\u8eab\u7684\u7ed3\u6784\u3002<\/p>\n<p>\u6bcf\u4e2a LoRA \u90fd\u9644\u5e26\u81ea\u5df1\u7684\u8bf4\u660e\uff0c\u56e0\u6b64\u8bf7\u52a1\u5fc5\u9605\u8bfb\u6a21\u578b\u9875\u9762\u4ee5\u4e86\u89e3\u5982\u4f55\u4f7f\u7528\u5b83\u3002\u6709\u65f6\u4f60\u9700\u8981\u5728\u63d0\u793a\u4e2d\u4f7f\u7528\u89e6\u53d1\u8bcd\u6216\u5176\u4ed6\u5173\u952e\u5b57\u624d\u80fd\u4f7f\u5176\u6b63\u5e38\u5de5\u4f5c\u3002<\/p>\n<p>\u6dfb\u52a0 LoRA \u975e\u5e38\u7b80\u5355\u3002\u627e\u5230\u4e00\u4e2a\u4f60\u559c\u6b22\u7684\u2014\u2014\u5c31\u50cf\u6211\u4eec\u5bfb\u627e\u68c0\u67e5\u70b9\u4e00\u6837\u2014\u2014\u4e0b\u8f7d\u5b83\uff0c\u5e76\u5c06\u5176\u7c98\u8d34\u5230 <code>models\\loras\\<\/code> \u76ee\u5f55\u4e2d\u3002\u5982\u679c\u91cd\u65b0\u52a0\u8f7d ComfyUI\uff0c\u5e94\u8be5\u53ef\u4ee5\u5728 Load LoRA \u8282\u70b9\u7684\u4e0b\u62c9\u5217\u8868\u4e2d\u770b\u5230\u5b83\u3002<\/p>\n<blockquote><p>\n  \u6ce8\u610f\uff1a\u4f60\u53ef\u4ee5\u5fae\u8c03\u81ea\u5df1\u7684 LoRA\uff0c\u4f46\u76ee\u524d\u9700\u8981\u81ea\u5df1\u6316\u6398\u8d44\u6e90\u3002\n<\/p><\/blockquote>\n<p>\u8bf7\u53c2\u9605\u4e0b\u56fe\uff0c\u4e86\u89e3\u5982\u4f55\u7b80\u5355\u5730\u6dfb\u52a0 Load LoRA \u8282\u70b9\u3001\u8bbe\u7f6e <code>lora_name<\/code>\uff08\u57fa\u4e8e\u6211\u4e0b\u8f7d\u7684 LoRA\uff09\uff0c\u7136\u540e\u5c06\u5176\u8fde\u63a5\u5230 Checkpoint \u548c CLIP \u6a21\u578b\uff1a<\/p>\n<p>  \u5728 ComfyUI \u4e2d\u5c06 LoRA \u6dfb\u52a0\u5230\u4f60\u7684\u5de5\u4f5c\u6d41\u7a0b <\/p>\n<p>\u5982\u679c\u6211\u4eec\u67e5\u770b\u4e4b\u524d\u7684 Flux \u5de5\u4f5c\u6d41\u7a0b\uff0c\u6dfb\u52a0 AmateurPhoto LoRA \u5c06\u4ea7\u751f\u5982\u4e0b\u6240\u793a\u7684\u5b8c\u6210\u7684\u5de5\u4f5c\u6d41\u7a0b\uff1a<\/p>\n<p>  \u5728 ComfyUI \u4e2d\u5c06 LoRA \u6dfb\u52a0\u5230\u4f60\u7684\u5de5\u4f5c\u6d41\u7a0b&nbsp; <\/p>\n<p>\u8fd9\u91cc\u552f\u4e00\u7684\u53d8\u5316\u662f LoRA \u8282\u70b9\uff0c\u73b0\u5728\u5b83\u5177\u6709\u6a21\u578b\u548c\u901a\u8fc7\u5b83\u7684 CLIP\u3002\u5982\u679c\u6211\u4eec\u8fd0\u884c\u5b83\uff0c\u6211\u4eec\u4f1a\u770b\u5230\u6211\u4eec\u73b0\u5728\u7528\u8fd9\u4e2a LoRA \u5f97\u5230\u4e86\u4e00\u53ea\u66f4\u52a0\u903c\u771f\u7684\u718a\u732b\u3002<\/p>\n<p>\u6709\u8bb8\u591a\u57fa\u4e8e\u4e0d\u540c\u6a21\u578b\u7684\u6d41\u884c LoRA\u3002\u662f\u7684\uff0cLoRA \u9700\u8981\u4e0e\u57fa\u7840\u6a21\u578b\u517c\u5bb9\uff0c\u4f60\u4e0d\u80fd\u6df7\u5408\u5b83\u4eec\u3002\u8fd9\u610f\u5473\u7740\u5982\u679c\u4f60\u4f7f\u7528 Flux Dev \u4f5c\u4e3a\u57fa\u7840\uff0c\u9700\u8981\u5bfb\u627e\u4e13\u95e8\u9488\u5bf9 Flux Dev \u7684 LoRA\u3002<\/p>\n<h2>3\u3001\u5173\u952e\u6280\u672f\uff08\u4f60\u60f3\u8981\u4f7f\u7528\uff09<\/h2>\n<p>\u5c31\u50cf\u6211\u4eec\u521a\u521a\u7ecf\u5386\u7684\u90a3\u6837\uff0c\u57fa\u7840\u77e5\u8bc6\u6d89\u53ca\u4f7f\u7528\u666e\u901a\u68c0\u67e5\u70b9\u6a21\u578b\u4ee5\u53ca LoRA \u8fdb\u884c\u6837\u5f0f\u8bbe\u8ba1\u3002\u4f46\u8fd9\u4e2a\u9886\u57df\u5982\u6b64\u4f1f\u5927\u7684\u539f\u56e0\u5728\u4e8e\u9664\u6b64\u4e4b\u5916\u8fd8\u6709\u66f4\u591a\u7684\u53ef\u80fd\u6027\u3002<\/p>\n<p>\u672c\u90e8\u5206\u662f\u5173\u4e8e ControlNets \u548c IP \u9002\u914d\u5668\u3002<\/p>\n<p>ControlNet \u548c\u5176\u4ed6\u8c03\u8282\u6a21\u578b\u5141\u8bb8\u4f60\u6839\u636e\u56fe\u50cf\u7684\u8fb9\u7f18\u3001\u6df1\u5ea6\u56fe\u3001\u6d82\u9e26\u6216\u59ff\u52bf\u66f4\u7cbe\u786e\u5730\u6307\u5bfc\u56fe\u50cf\u751f\u6210\u8fc7\u7a0b\u3002<\/p>\n<p>\u4f60\u53ef\u4ee5\u770b\u5230\u6211\u5728\u4e0b\u9762\u4f7f\u7528 Canny Edge\u3001\u6df1\u5ea6\u56fe\u548c\u59ff\u52bf\u6d4b\u8bd5\u4e00\u4e9b\u5904\u7406\u72d7\u56fe\u50cf\u7684\u9009\u9879\uff1a<\/p>\n<p>  \u4e3a\u72d7\u7684\u56fe\u50cf\u6d4b\u8bd5\u4e0d\u540c\u7684 Controlnet \u9009\u9879&nbsp; <\/p>\n<p>\u6709\u51e0\u79cd\u8f93\u5165\u9009\u9879\uff0c\u4f46\u4f60\u9700\u8981\u80fd\u591f\u6b63\u786e\u5904\u7406\u8fd9\u4e9b\u8f93\u5165\u7684\u7279\u5b9a\u6a21\u578b\u6765\u751f\u6210\u56fe\u50cf\u3002<\/p>\n<p>\u4f8b\u5982\uff0c\u5982\u679c\u6211\u4eec\u5c06\u72d7\u7684 Canny Edge \u4e0e\u517c\u5bb9\u7684 ControlNet \u6a21\u578b\u4e00\u8d77\u4f7f\u7528\uff0c\u5219\u751f\u6210\u7684\u56fe\u50cf\u5c06\u9075\u5faa\u8f6e\u5ed3\uff0c\u540c\u65f6\u53ef\u4ee5\u81ea\u7531\u89e3\u91ca\u5176\u4ed6\u6240\u6709\u5185\u5bb9\uff0c\u4f8b\u5982\u989c\u8272\u548c\u7eb9\u7406\u3002<\/p>\n<p>\u8fd9\u5c31\u662f\u4e3a\u4ec0\u4e48\u9009\u62e9\u4e00\u4e2a\u80cc\u540e\u6709\u5e9e\u5927\u793e\u533a\u7684\u57fa\u7840\u6a21\u578b\u5f88\u91cd\u8981\uff0c\u8fd9\u6837\u4f60\u5c31\u6709\u5927\u91cf\u4f18\u79c0\u7684 ControlNet \u6a21\u578b\u53ef\u4f9b\u9009\u62e9\u3002<\/p>\n<p>\u53e6\u4e00\u65b9\u9762\uff0cIP \u9002\u914d\u5668\u6a21\u578b\u53ef\u4ee5\u88ab\u8ba4\u4e3a\u662f\u5355\u56fe\u50cf LoRA\u3002\u5b83\u4eec\u5c06\u6837\u5f0f\u4ece\u53c2\u8003\u56fe\u50cf\u8f6c\u79fb\u5230\u65b0\u56fe\u50cf\u3002\u56e0\u6b64\uff0cIP \u9002\u914d\u5668\u53ef\u8ba9\u4f60\u4f20\u8f93\u6837\u5f0f\u3001\u5408\u5e76\u56fe\u50cf\u5e76\u6a21\u4eff\u9762\u90e8\u7b49\u5143\u7d20\u3002<\/p>\n<p>\u6211\u6536\u96c6\u4e86\uff0c\u8fd9\u4e9b\u6307\u5357\u6709\u52a9\u4e8e\u7406\u89e3\u57fa\u7840\u77e5\u8bc6\u3002\u6211\u8fd8\u5305\u542b\u4e86\u5404\u65b9\u9762\u7684\u6d41\u884c\u6a21\u578b\uff0c\u6309\u57fa\u672c\u6a21\u578b\u7ec4\u7ec7\uff0c\u4f4d\u4e8e\u540c\u4e00\u4e2d\u3002<\/p>\n<p>\u9664\u4e86\u8fd9\u4e24\u79cd\u6280\u672f\u4e4b\u5916\uff0c\u8fd8\u6709\u66f4\u6d41\u884c\u7684\u6280\u672f\uff0c\u4f8b\u5982\u4fee\u590d\u3001\u4fee\u590d\u3001\u5347\u7ea7\u548c\u5206\u5272\u3002\u6211\u53d1\u73b0\u8fd9\u4e9b\u66f4\u5bb9\u6613\u638c\u63e1\u3002<\/p>\n<p>\u53ef\u4ee5\u5728\u4e0b\u9762\u770b\u5230\u6211\u4e3a\u6bcf\u79cd\u6280\u672f\u7ec4\u7ec7\u7684\u8868\u683c\uff1a<\/p>\n<p>  \u4e0d\u540c\u7684\u6280\u672f\u53ca\u5176\u4f5c\u7528\uff0c\u8bf7\u53c2\u9605\u6b64\u5904\u7684\u5217\u8868 <\/p>\n<p>\u6709\u4e9b\u6280\u672f\u5e76\u4e0d\u603b\u662f\u9700\u8981\u7279\u5b9a\u7684\u6a21\u578b\uff0c\u4f46\u4e3a\u4e86\u83b7\u5f97\u826f\u597d\u7684\u7ed3\u679c\uff0c\u5efa\u8bae\u4f7f\u7528\u4e00\u4e2a\u6a21\u578b\u3002<\/p>\n<p>\u4e0d\u8fc7\uff0c\u8fd9\u9879\u6280\u672f\u8ba9\u6211\u4eec\u53ef\u4ee5\u505a\u4e00\u4e9b\u975e\u5e38\u9177\u7684\u4e8b\u60c5\u3002<\/p>\n<p>\u4f60\u53ef\u4ee5\u5c06\u54c1\u724c\u98ce\u683c\u548c\u5fbd\u6807\u8f6c\u79fb\u5230\u65b0\u56fe\u50cf\u4e0a\uff0c\u53ef\u4ee5\u5c06\u4ea7\u54c1\u653e\u5165\u65b0\u751f\u6210\u7684\u5177\u6709\u4e0d\u540c\u8282\u65e5\u4e3b\u9898\u7684\u56fe\u50cf\u4e2d\uff0c\u4ee5\u7528\u4e8e\u793e\u4ea4\u5a92\u4f53\uff0c\u53ef\u4ee5\u5c06\u516c\u53f8\u7167\u7247\u53d8\u6210\u5361\u901a\u3002<\/p>\n<p>\u6211\u5728\u8fd9\u91cc\u7684\u540c\u4e00\u4e2a\u5b58\u50a8\u5e93\u4e2d\u6536\u96c6\u4e86\u4e00\u4e9b\u7528\u4f8b\u548c\u76f8\u5173\u6280\u672f\u3002\u8fd9\u4e2a\u9886\u57df\u6709\u5f88\u591a\u521b\u9020\u529b\uff0c\u6211\u4eec\u5c06\u5728\u672a\u6765\u51e0\u5e74\u5185\u770b\u5230\u5b83\u7684\u53d1\u5c55\u3002<\/p>\n<p>\u5bf9\u4e8e\u672c\u6587\u4e2d\u7684\u7528\u4f8b\uff0c\u6211\u4eec\u9700\u8981\u67e5\u770b\u53ef\u7528\u7684\u5de5\u5177\uff0c\u56e0\u4e3a\u6211\u60f3\u4f7f\u7528 Flux\u3002<\/p>\n<h3>3.1 Flux \u5de5\u5177<\/h3>\n<p>\u6b63\u5982\u6211\u4e4b\u524d\u63d0\u5230\u7684\uff0c\u6211\u4eec\u4ec5\u9650\u4e8e\u6bcf\u4e2a\u57fa\u672c\u6a21\u578b\u53ef\u7528\u7684 ControlNets \u548c IP \u9002\u914d\u5668\u3002\u8fd9\u4e9b\u53ef\u4ee5\u7531\u539f\u59cb\u521b\u5efa\u8005\u6216\u793e\u533a\u521b\u5efa\u3002<\/p>\n<p>\u7531\u4e8e Flux \u4e8e 2024 \u5e74\u53d1\u5e03\uff0c\u56e0\u6b64\u5b83\u6ca1\u6709\u4e0e Stable Diffusion 1.5 \u76f8\u540c\u7684\u793e\u533a\u652f\u6301\u3002\u4f46\u662f\uff0cFlux \u4ecd\u7136\u6709\u4e00\u4e9b\u975e\u5b98\u65b9\u9009\u9879\u3002\u4f60\u53ef\u4ee5\u5728\u67e5\u770b\u76f8\u540c\u7684\u5b58\u50a8\u5e93\u4ee5\u63a2\u7d22\u5176\u4e2d\u7684\u4e00\u4e9b\u3002<\/p>\n<p>\u8bdd\u867d\u5982\u6b64\uff0c2024 \u5e74 11 \u6708\uff0cFlux \u7684\u521b\u5efa\u8005 Black Forest Labs \u53d1\u5e03\u4e86\u4e00\u4e9b\u540d\u4e3a Flux Tools \u7684\u65b0\u6a21\u578b\uff0c\u4ee5\u5e2e\u52a9\u4f7f\u7528 FLUX.1 \u63a7\u5236\u548c\u5f15\u5bfc\u56fe\u50cf\u3002<\/p>\n<p>\u8fd9\u4e9b\u5de5\u5177\u662f Flux \u7684\u5b98\u65b9 ControlNet \u548c IP \u9002\u914d\u5668\u6a21\u578b\u3002\u603b\u5171\u53d1\u5e03\u4e86\u56db\u4e2a\u65b0\u6a21\u578b\uff1aCanny\u3001Depth\u3001Fill \u548c Redux\u3002<\/p>\n<p>\u73b0\u5728\uff0c\u6211\u4e0d\u77e5\u9053\u6211\u662f\u5426\u4f1a\u5efa\u8bae\u4f60\u4f7f\u7528\u8fd9\u4e9b\u6a21\u578b\u6765\u6784\u5efa\u751f\u4ea7\u7528\u4f8b\uff0c\u56e0\u4e3a\u5b83\u4eec\u7684\u7ed3\u679c\u8d28\u91cf\u53ef\u80fd\u4e0d\u5982 SD 1.5 \u6216 SDXL \u7684 ControlNets\u3002\u6211\u5bf9\u6b64\u505a\u4e86\u4e00\u4e9b\u7814\u7a76\uff0c\u793e\u533a\u53d1\u73b0\u4e0e\u4ed6\u4eec\u5408\u4f5c\u5f88\u56f0\u96be\uff0c\u56e0\u4e3a\u4ed6\u4eec\u4ecd\u7136\u4e0d\u53ef\u9760\u3002<\/p>\n<p>\u4f46\u6211\u8fd8\u662f\u51b3\u5b9a\u4e3a\u63a5\u4e0b\u6765\u8981\u521b\u5efa\u7684\u5ba4\u5185\u8bbe\u8ba1\u5e08\u5de5\u4f5c\u6d41\u7a0b\u9009\u62e9\u4e00\u4e2a\u3002\u5982\u679c\u4f60\u6ca1\u6709\u5f97\u5230\u60f3\u8981\u7684\u7ed3\u679c\uff0c\u4e0d\u8981\u6c14\u9981\uff0c\u7ee7\u7eed\u6784\u5efa\u3002<\/p>\n<h2>4\u3001\u6784\u5efa\u5ba4\u5185\u8bbe\u8ba1\u5e08<\/h2>\n<p>\u6211\u5df2\u7ecf\u5b8c\u6210\u4e86\u8fd9\u4e2a\u5de5\u4f5c\u6d41\uff0c\u4f60\u53ef\u4ee5\u5728\u627e\u5230\u3002\u4f60\u53ef\u4ee5\u7b80\u5355\u5730\u52a0\u8f7d\u5e76\u8fd0\u884c\u5b83\uff0c\u4f46\u8fd9\u4e2a\u7ec3\u4e60\u7684\u76ee\u7684\u662f\u8ba9\u4f60\u81ea\u5df1\u5b66\u4e60\u3002<\/p>\n<p>\u6211\u4eec\u5c06\u4f7f\u7528\u6df1\u5ea6\u56fe\uff0c\u4ee5\u4fbf\u6a21\u578b\u4e86\u89e3\u5bb6\u5177\u548c\u7a7a\u95f4\u5e94\u8be5\u662f\u4ec0\u4e48\u6837\u5b50\u3002<\/p>\n<p>\u4e3a\u4e86\u6d4b\u8bd5\u6210\u54c1\uff0c\u6211\u5c06\u83b7\u53d6\u4e00\u4e2a\u901a\u7528\u7684\u5367\u5ba4\u56fe\u50cf\u3002\u89c1\u4e0b\u56fe\uff1a<\/p>\n<p>  \u5367\u5ba4\u7684\u901a\u7528\u56fe\u50cf <\/p>\n<p>\u6211\u4eec\u5c06\u7acb\u5373\u67e5\u770b\u7ed3\u679c\uff0c\u4ee5\u4fbf\u4f60\u4e86\u89e3\u4f7f\u7528\u7b80\u5355\u7684\u5de5\u4f5c\u6d41\u7a0b\u53ef\u4ee5\u5b9e\u73b0\u4ec0\u4e48\uff1a<\/p>\n<p>  AI \u4f7f\u7528 Flux \u5de5\u4f5c\u6d41\u7a0b\u751f\u6210\u4e0d\u540c\u98ce\u683c\u7684\u56fe\u50cf  AI \u4f7f\u7528 Flux \u751f\u6210\u65af\u582a\u7684\u7eb3\u7ef4\u4e9a\u98ce\u683c\u7684\u56fe\u50cf  AI \u4f7f\u7528 Flux \u751f\u6210\u65af\u582a\u7684\u7eb3\u7ef4\u4e9a\u98ce\u683c\u7684\u56fe\u50cf  AI \u4f7f\u7528 Flux \u5de5\u4f5c\u6d41\u7a0b\u751f\u6210\u4e0d\u540c\u98ce\u683c\u7684\u56fe\u50cf <\/p>\n<p>\u6211\u5728\u8fd9\u91cc\u53ea\u662f\u5728\u6dfb\u52a0\u4e00\u4e9b\u901a\u7528 LoRA \u4ee5\u4ece\u57fa\u7840\u56fe\u50cf\u4e2d\u83b7\u53d6\u8fd9\u4e9b\u56fe\u50cf\u65f6\u63d0\u793a\u3002<\/p>\n<p>\u6211\u76f8\u4fe1\u4eba\u4eec\u4f1a\u5728\u67d0\u4e2a\u65f6\u5019\u5f00\u59cb\u6839\u636e\u4ee5\u524d\u7684\u5de5\u4f5c\u6784\u5efa\u5ba4\u5185\u8bbe\u8ba1\u5e08 LoRA\u3002\u8fd9\u5bf9\u5f53\u524d\u7684\u8bbe\u8ba1\u5e08\u6765\u8bf4\u4e5f\u662f\u4e00\u4e2a\u53ef\u6015\u7684\u53ef\u80fd\u6027\uff0c\u4f46\u5e0c\u671b\u4ed6\u4eec\u80fd\u5229\u7528\u5b83\u6765\u53d1\u6325\u81ea\u5df1\u7684\u4f18\u52bf\u3002<\/p>\n<h3>4.1 \u521b\u5efa\u6df1\u5ea6\u56fe<\/h3>\n<p>\u6211\u4eec\u9700\u8981\u505a\u7684\u7b2c\u4e00\u4ef6\u4e8b\u662f\u5728 ComfyUI \u4e2d\u52a0\u8f7d\u4e00\u4e2a\u65b0\u7684\u7a7a\u767d\u753b\u5e03\uff0c\u5e76\u786e\u4fdd\u4f60\u6709\u8db3\u591f\u7684 VRAM \u6765\u8fd0\u884c\u6b64\u5de5\u4f5c\u6d41\u7a0b\u3002<\/p>\n<p>\u6211\u5efa\u8bae\u4f7f\u7528 24GB \u7684 VRAM \u548c 48GB \u7684\u200b\u200b RAM\uff08\u53d6\u51b3\u4e8e\u4f60\u662f\u5426\u6dfb\u52a0 LoRA\uff09\u3002<\/p>\n<p>\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u9700\u8981\u6dfb\u52a0\u52a0\u8f7d\u56fe\u50cf\u8282\u70b9\u4ee5\u53ca AIO Aux \u9884\u5904\u7406\u5668\u8282\u70b9\u3002\u6b64\u8282\u70b9\u5c06\u5e2e\u52a9\u9884\u5904\u7406\u56fe\u50cf\u4ee5\u83b7\u5f97\u7cbe\u660e\u6216\u6df1\u5ea6\u3002<\/p>\n<p>\u53ef\u4ee5\u5728\u4e0b\u9762\u770b\u5230\u6211\u6d4b\u8bd5 canny \u548c\u6df1\u5ea6\u7684\u793a\u4f8b\uff1a<\/p>\n<p>  \u5728 ComfyUI \u4e2d\u6d4b\u8bd5\u6df1\u5ea6\u548c canny <\/p>\n<p>\u89e3\u91ca\u4e00\u4e0b\uff0c\u8fd9\u4e9b\u56fe\u50cf\u5c06\u5e2e\u52a9\u6211\u4eec\u751f\u6210\u9075\u5faa\u6df1\u5ea6\u56fe\u6216 canny \u8fb9\u7f18\u7684 AI \u56fe\u50cf\u3002\u4f60\u53ef\u4ee5\u4f7f\u7528\u7279\u5b9a\u7684\u6df1\u5ea6\u548c canny \u8282\u70b9\uff0c\u4f46\u6211\u66f4\u559c\u6b22\u4f7f\u7528 DepthAnythingv2 \u9884\u5904\u7406\u5668\u6765\u83b7\u53d6\u6df1\u5ea6\uff0c\u5982\u4e0a\u6240\u793a\u3002<\/p>\n<p>\u53ef\u4ee5\u5728\u6b64\u5904\u9009\u62e9\u4f7f\u7528 canny \u800c\u4e0d\u662f\u6df1\u5ea6\uff0c\u4f46\u6211\u53d1\u73b0\u5b98\u65b9\u7684 Canny Flux \u6a21\u578b\u5e76\u4e0d\u662f\u90a3\u4e48\u597d\u3002<\/p>\n<p>\u5982\u679c\u4f60\u60f3\u5c06 canny \u4e0e Flux \u4e00\u8d77\u4f7f\u7528\uff0c\u8bf7\u67e5\u770b\u8fd9\u4e2a\uff0c\u4f60\u53ef\u4ee5\u5c1d\u8bd5\u8fd9\u4e9b\u6a21\u578b\u3002<\/p>\n<p>\u5728\u6211\u4eec\u7ee7\u7eed\u4e4b\u524d\uff0c\u53ef\u4ee5\u5220\u9664 canny \u8fb9\u7f18\u5904\u7406\u5668\u3002<\/p>\n<h3>4.2 \u6a21\u578b<\/h3>\n<p>\u4ece\u8fd9\u91cc\u5f00\u59cb\uff0c\u6211\u4eec\u5c06\u6309\u7167\u4e4b\u524d\u5bf9 Flux \u6267\u884c\u7684\u76f8\u540c\u6b65\u9aa4\u8fdb\u884c\u64cd\u4f5c\u3002\u6dfb\u52a0\u52a0\u8f7d\u6269\u6563\u6a21\u578b\u3001DualCLIPLoader \u548c\u52a0\u8f7d VAE \u8282\u70b9\u3002<\/p>\n<p>\u8bb0\u4f4f\u53cc\u51fb\u5de6\u952e\u4ee5\u641c\u7d22\u8fd9\u4e9b\u8282\u70b9\uff1a<\/p>\n<p>  \u5728 ComfyUI \u4e2d\u6dfb\u52a0\u7b2c\u4e00\u4e2a\u8282\u70b9 <\/p>\n<p>\u5bf9\u4e8e\u201c\u52a0\u8f7d\u6269\u6563\u6a21\u578b\u201d\u8282\u70b9\uff0c\u4f60\u9700\u8981\u4e00\u4e2a\u540d\u4e3a <code>flux1-depth-dev<\/code> \u7684\u65b0\u6a21\u578b\u3002\u5982\u679c\u5c1a\u672a\u4e0b\u8f7d\uff0c\u53ef\u4ee5\u5728\u6b64\u5904\u627e\u5230\u5b83\u3002\u5982\u679c\u4f7f\u7528\u7684\u662fcanny\u56fe\u50cf\uff0c\u5219\u9700\u8981 flux1-canny-dev \u6a21\u578b\u3002<\/p>\n<p>\u8bf7\u8bb0\u4f4f\uff0c\u8fd9\u4e9b\u6a21\u578b\u662f\u4e13\u95e8\u4e3a\u5904\u7406\u6df1\u5ea6\u548ccanny\u56fe\u50cf\u800c\u8bbe\u8ba1\u7684\u3002\u6ca1\u6709\u5b83\u4eec\uff0c\u4f60\u5c06\u65e0\u6cd5\u4ee5\u76f8\u540c\u7684\u65b9\u5f0f\u63a7\u5236\u8f93\u51fa\u3002<\/p>\n<p>\u5bf9\u4e8e CLIP \u6a21\u578b\uff0c\u9700\u8981\u4e24\u4e2a\u6a21\u578b\u3002\u8bf7\u53c2\u9605\u56fe\u7247\u4e86\u89e3\u54ea\u4e9b\u6a21\u578b\u9700\u8981\u7528\u5230\u5b83\u4eec \u2014 \u5b83\u4eec\u4e0e\u6211\u4eec\u4e4b\u524d\u7528\u4e8e\u7b80\u5355\u7684 Flux 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<\/p>\n<p>\u5982\u679c\u4f60\u60f3\u4f7f\u7528\u6b64\u5de5\u4f5c\u6d41\u7a0b\uff0c\u5e94\u8be5\u80fd\u591f\u52a0\u8f7d\u6211\u7684\u786e\u5207\u63d0\u793a\u3002<\/p>\n<h3>4.4 \u8fde\u63a5\u6df1\u5ea6\u56fe<\/h3>\n<p>\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u5c06\u6dfb\u52a0\u4e00\u4e2a\u6211\u4eec\u4ee5\u524d\u6ca1\u6709\u4f7f\u7528\u8fc7\u7684\u65b0\u8282\u70b9\uff0c\u79f0\u4e3a Instruct Pix to Pix Conditioning\u3002\u6b64\u8282\u70b9\u6709\u52a9\u4e8e\u5bf9\u56fe\u50cf\u5230\u56fe\u50cf\u8f6c\u6362\u4efb\u52a1\u8fdb\u884c\u8c03\u8282\uff0c\u5e76\u5bf9\u751f\u6210\u7684\u56fe\u50cf\u8fdb\u884c\u7cbe\u786e\u63a7\u5236\u3002<\/p>\n<p>\u53ef\u4ee5\u5728\u8fd9\u91cc\u6539\u7528 ControlNet 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