{"id":3915,"date":"2024-01-07T14:24:05","date_gmt":"2024-01-07T06:24:05","guid":{"rendered":"http:\/\/xinyixx.com\/?p=3915"},"modified":"2024-01-07T18:32:42","modified_gmt":"2024-01-07T10:32:42","slug":"comfyui-1","status":"publish","type":"post","link":"https:\/\/www.xinyixx.com\/index.php\/2024\/01\/07\/comfyui-1\/","title":{"rendered":"comfyui\u5728ubuntu\u4e0a\u7684\u8be6\u7ec6\u4f7f\u7528\u6559\u7a0b-1"},"content":{"rendered":"<p>\u4e0a\u4e00\u671f\uff0c\u6211\u5728ubuntu\u4e0a\u90e8\u7f72\u4e86comfyui\uff1a<a href=\"http:\/\/xinyixx.com\/index.php\/2023\/12\/28\/comfyui-ubuntu\/\" target=\"_blank\" rel=\"noopener\" title>http:\/\/xinyixx.com\/index.php\/2023\/12\/28\/comfyui-ubuntu\/<\/a>\u4e0b\u9762\u8be6\u7ec6\u8bb2\u89e3\u4e00\u4e0b\u5982\u4f55\u4f7f\u7528comfyui\u3002<\/p>\n\n\n\n<p>\u4e0a\u671f\u5fd8\u8bb0\u8bb2\u4e00\u70b9\uff0c\u5728\u4f7f\u7528AMD\u663e\u5361\u8fd0\u884c\u65f6\u9700\u8981\u6839\u636eAMD\u663e\u5361\u7684\u4e0d\u540c\u578b\u53f7\u4f7f\u7528\u4e0d\u540c\u547d\u4ee4\u8fd0\u884c\uff0c\u5426\u5219comfyui\u4f1a\u51fa\u73b0\u65e0\u6cd5\u51fa\u56fe\u7684\u60c5\u51b5\u3002<\/p>\n\n\n\n<p>\u5bf9\u4e8e 6700\u30016600 \u548c\u5176\u4ed6 RDNA2 \u6216\u66f4\u65e9\u7248\u672c\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code><code>HSA_OVERRIDE_GFX_VERSION=10.3.0 python main.py<\/code><\/code><\/pre>\n\n\n\n<p>\u5bf9\u4e8e AMD 7600 \u548c\u5176\u4ed6 RDNA3 \u5361\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code><code>HSA_OVERRIDE_GFX_VERSION=11.0.0 python main.py<\/code><\/code><\/pre>\n\n\n\n<p>\u56e0\u4e3a\u6211\u8fd9\u91cc\u662f6000\u7cfb\u663e\u5361\u6240\u4ee5\u91c7\u752810.3\u7248\u672c\uff0c\u5982\u4e0b\u56fe\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><noscript><img decoding=\"async\" width=\"843\" height=\"696\" src=\"http:\/\/xinyixx.com\/wp-content\/uploads\/2024\/01\/image-61.png\" alt class=\"wp-image-3918\" srcset=\"https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/01\/image-61.png 843w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/01\/image-61-300x248.png 300w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/01\/image-61-768x634.png 768w\" sizes=\"(max-width: 843px) 100vw, 843px\"><\/noscript><img decoding=\"async\" width=\"843\" height=\"696\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20viewBox%3D%220%200%20843%20696%22%3E%3C%2Fsvg%3E\" alt class=\"wp-image-3918 lazyload\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20viewBox%3D%220%200%20843%20696%22%3E%3C%2Fsvg%3E 843w\" sizes=\"(max-width: 843px) 100vw, 843px\" data-srcset=\"https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/01\/image-61.png 843w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/01\/image-61-300x248.png 300w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/01\/image-61-768x634.png 768w\" data-src=\"http:\/\/xinyixx.com\/wp-content\/uploads\/2024\/01\/image-61.png\"><\/figure>\n\n\n\n<p>\u76f4\u5230\u51fa\u73b0\u94fe\u63a5\uff1a<a href=\"http:\/\/127.0.0.1:8188\/\" target=\"_blank\" rel=\"noopener\" title>http:\/\/127.0.0.1:8188\/<\/a>\uff0c\u5728\u4e0a\u7bc7\u6587\u7ae0\u6700\u540e\u4e2d\u6211\u63a8\u8350\u5b89\u88c5\u4e86\u5e38\u7528\u7684\u63d2\u4ef6\uff0c\u5305\u62ec\u6a21\u578b\u4e0b\u8f7d\uff0c\u63d2\u4ef6\u7ba1\u7406\uff0c\u6c49\u5316\u8865\u4e01\u7b49\uff0c\u6c49\u5316\u5728\u70b9\u51fb\u8bbe\u7f6e\u6309\u94ae\u8fdb\u5165\u540e\u9009\u62e9\u8bed\u8a00\uff0c\u5207\u6362\u5373\u53ef\uff08\u5efa\u8bae\u8fd8\u662f\u4f7f\u7528\u82f1\u6587\u754c\u9762\uff09\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><noscript><img decoding=\"async\" width=\"954\" height=\"976\" src=\"http:\/\/xinyixx.com\/wp-content\/uploads\/2024\/01\/image-63.png\" alt class=\"wp-image-3920\" srcset=\"https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/01\/image-63.png 954w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/01\/image-63-293x300.png 293w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/01\/image-63-768x786.png 768w\" sizes=\"(max-width: 954px) 100vw, 954px\"><\/noscript><img decoding=\"async\" width=\"954\" height=\"976\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20viewBox%3D%220%200%20954%20976%22%3E%3C%2Fsvg%3E\" alt class=\"wp-image-3920 lazyload\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20viewBox%3D%220%200%20954%20976%22%3E%3C%2Fsvg%3E 954w\" sizes=\"(max-width: 954px) 100vw, 954px\" data-srcset=\"https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/01\/image-63.png 954w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/01\/image-63-293x300.png 293w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/01\/image-63-768x786.png 768w\" data-src=\"http:\/\/xinyixx.com\/wp-content\/uploads\/2024\/01\/image-63.png\"><\/figure>\n\n\n\n<p>\u4e0b\u9762\u7528\u521d\u59cb\u7684\u6a21\u5757\u8dd1\u4e00\u5f20\u56fe\uff0c\u8f93\u5165\u6b63\u53cd\u63d0\u793a\u8bcd\u540e\u70b9\u51fb\u3010queue prompt\u3011\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><noscript><img decoding=\"async\" width=\"1024\" height=\"547\" src=\"http:\/\/xinyixx.com\/wp-content\/uploads\/2024\/01\/image-62-1024x547.png\" alt class=\"wp-image-3919\" srcset=\"https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/01\/image-62-1024x547.png 1024w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/01\/image-62-300x160.png 300w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/01\/image-62-768x410.png 768w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/01\/image-62-1536x821.png 1536w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/01\/image-62-2048x1094.png 2048w\" sizes=\"(max-width: 1024px) 100vw, 1024px\"><\/noscript><img decoding=\"async\" width=\"1024\" height=\"547\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20viewBox%3D%220%200%201024%20547%22%3E%3C%2Fsvg%3E\" alt class=\"wp-image-3919 lazyload\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20viewBox%3D%220%200%201024%20547%22%3E%3C%2Fsvg%3E 1024w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" data-srcset=\"https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/01\/image-62-1024x547.png 1024w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/01\/image-62-300x160.png 300w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/01\/image-62-768x410.png 768w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/01\/image-62-1536x821.png 1536w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/01\/image-62-2048x1094.png 2048w\" data-src=\"http:\/\/xinyixx.com\/wp-content\/uploads\/2024\/01\/image-62-1024x547.png\"><\/figure>\n\n\n\n<p>\u57fa\u672c\u4e0a512&#215;512\u5206\u8fa8\u7387\u4e0b\u4e3a3\u79d2\u4e00\u5f20\u56fe\uff0c\u751f\u6210\u7684\u6548\u679c\u770b\u8d77\u6765\u8fd8\u662f\u4e0d\u9519\u7684\u3002<\/p>\n\n\n\n<p>\u4e3a\u4e86\u65b9\u4fbf\u540e\u7eed\u7684\u4ecb\u7ecd\uff0c\u6211\u5148\u7b80\u5355\u4ecb\u7ecd\u4e0b\u91cc\u9762\u7684\u4e00\u4e2a\u4e2a\u65b9\u5757\u3002\u8fd9\u4e2a\u65b9\u5757\u540e\u7eed\u4f1a\u79f0\u5176\u4e3a Node\uff08\u8282\u70b9\uff09\uff0c\u5176\u5de6\u4fa7\u7aef\u70b9\u662f Input\uff08\u8f93\u5165\uff09\u7aef\uff0c\u53f3\u4fa7\u662f Output\uff08\u8f93\u51fa\uff09\u7aef\uff0c\u8282\u70b9\u91cc\u8fd8\u4f1a\u6709\u4e00\u4e9b\u914d\u7f6e\u9879\uff0c\u8fd9\u4e9b\u914d\u7f6e\u9879\u6211\u4f1a\u79f0\u5176\u4e3a Parameter\uff08\u53c2\u6570\uff09\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image\"><noscript><img decoding=\"async\" src=\"https:\/\/www.comflowy.com\/comfyui-foundation\/005.jpg\" alt><\/noscript><img decoding=\"async\" src=\"data:image\/gif;base64,R0lGODlhAQABAIAAAAAAAP\/\/\/yH5BAEAAAAALAAAAAABAAEAAAIBRAA7\" alt data-src=\"https:\/\/www.comflowy.com\/comfyui-foundation\/005.jpg\" class=\" lazyload\"><\/figure>\n\n\n\n<p>\u521d\u59cb Workflow \u4e0a\u7684\u8fd9\u4e9b\u5757\u5757\uff08\u540e\u7eed\u6211\u4f1a\u7528\u300c\u8282\u70b9\u300d\u6765\u79f0\u547c\u8fd9\u4e9b\u5757\u5757\uff09\uff0c\u5176\u5b9e\u5c31\u662f\u524d\u9762\u4e00\u7ae0\u4e2d\u63d0\u5230\u7684 Stable Diffusion \u5305\u542b\u7684\u4e09\u5927\u7ec4\u4ef6\uff0c\u53ea\u662f\u8fd9\u4e9b\u7ec4\u4ef6\u5728 ComfyUI \u91cc\u540d\u5b57\u4e0d\u592a\u4e00\u6837\u800c\u5df2\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>ComfyUI \u4e0a\u7684\u8282\u70b9\u540d\u79f0<\/th><th>\u5728 SD \u6a21\u578b\u91cc\u5bf9\u5e94\u7684\u540d\u79f0<\/th><th>\u89e3\u91ca<\/th><\/tr><\/thead><tbody><tr><td>CLIP Text Encode<\/td><td>Text Encoder<\/td><td>\u8fd8\u8bb0\u5f97\u4e0a\u4e00\u7ae0\u6211\u4eec\u63d0\u5230\u8fc7 Stable Diffusion \u7684 Text Encoder \u7528\u7684\u662f CLIP \u91cc\u7684 Text Encoder \u5417\uff1f\u5176\u5b9e\u8fd9\u4e2a\u7ec4\u4ef6\u548c\u4e0a\u4e00\u7ae0\u63d0\u5230\u7684 Text Encoder \u662f\u4e00\u4e2a\u4e1c\u897f\u3002\u53ea\u662f\u8bf4\u8fd9\u91cc\u6709\u4e24\u4e2a\uff0c\u4f46\u5982\u679c\u4f60\u6cbf\u7740\u8f93\u51fa\u7aef\u7684\u8fde\u7ebf\u5f80\u4e0b\u770b\uff0c\u4f60\u4f1a\u770b\u5230\u4e24\u4e2a\u8282\u70b9\u5206\u522b\u8fde\u63a5 positive \u548c negative \u7aef\uff0c\u8fd9\u5c31\u610f\u5473\u7740\u5b83\u4eec\u4e00\u4e2a\u662f\u6b63\u5411 prompt \u4e00\u4e2a\u4ee3\u8868\u8d1f\u5411 prompt\u3002<\/td><\/tr><tr><td>KSmapler<\/td><td>Image Information Creator<\/td><td>\u8fd9\u4e2a\u5bf9\u5e94\u7684\u5c31\u662f\u6211\u4eec\u7684\u6700\u6838\u5fc3\u7684\u6a21\u578b\u751f\u6210\u56fe\u7247\u7684\u90e8\u5206\uff0c\u5728 ComfyUI \u91cc\u540d\u5b57\u5dee\u5f02\u6bd4\u8f83\u5927\uff0c\u4e14\u914d\u7f6e\u9879\u5f88\u591a\uff0c\u5728\u540e\u7eed\u6211\u4f1a\u8be6\u7ec6\u8bb2\u89e3\u3002<\/td><\/tr><tr><td>Empty Latent Image<\/td><td>Image Information Creator<\/td><td>\u4e0a\u4e00\u7ae0\u6211\u4eec\u4e5f\u63d0\u5230\uff0c\u6574\u4e2a\u751f\u56fe\u8fc7\u7a0b\u662f\u5728 Latent Space \u91cc\u8fdb\u884c\uff0c\u6240\u4ee5\u5728 ComfyUI \u91cc\u7684\u8fd9\u4e2a\u8282\u70b9\u53eb Empty Latent Image\u3002<\/td><\/tr><tr><td>VAE Decoder<\/td><td>Image Decoder<\/td><td>\u6574\u4e2a\u751f\u6210\u8fc7\u7a0b\u90fd\u5728 Latent Space \u8fdb\u884c\uff0c\u4e0a\u4e00\u7ae0\u4e2d\u6211\u6709\u63d0\u5230\u8fc7\uff0c\u8be5\u8fc7\u7a0b\u5168\u79f0\u4e3a Variational Auto Encoder\uff08\u53d8\u5206\u81ea\u7f16\u7801\u5668\uff09\u7b80\u79f0 VAE\uff0c\u6240\u4ee5\u8fd9\u4e2a\u5728 ComfyUI \u91cc\u5c31\u88ab\u79f0\u4e3a VAE Decoder \u4e86\u3002<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u7136\u540e\u4e24\u7aef\u5404\u6709\u4e24\u4e2a\u4e0a\u4e00\u7ae0\u6ca1\u6709\u63d0\u5230\u7684\u4e1c\u897f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Save Image\uff1a\u987e\u540d\u601d\u4e49\uff0c\u5c31\u662f\u4fdd\u5b58\u8f93\u51fa\u540e\u7684\u56fe\u7247\u3002<\/li>\n\n\n\n<li>Load Checkpoint\uff1a\u8fd9\u4e2a\u4f60\u53ef\u4ee5\u7406\u89e3\u4e3a\u56fe\u7247\u6a21\u578b\u52a0\u8f7d\u5668\u3002\u6bd4\u5982 Stable Diffusion \u5c31\u6709 1.5\u3001XL\u3001XL-Turbo \u7b49\u7248\u672c\uff0c\u8981\u5207\u6362\u6216\u8f7d\u5165\u4e0d\u540c\u7684\u6a21\u578b\uff0c\u5c31\u9700\u8981\u7528\u5230\u8fd9\u4e2a\u8282\u70b9\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u4ecb\u7ecd\u5b8c\u6574\u4e2a Workflow \u4e4b\u540e\uff0c\u4f60\u53ef\u4ee5\u70b9\u51fb\u53f3\u4fa7\u9762\u677f\u4e0a\u7684 Queue Prompt \u6309\u94ae\uff0c\u5c31\u53ef\u4ee5\u751f\u6210\u56fe\u7247\u4e86\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u8282\u70b9\u4ecb\u7ecd<a href=\"https:\/\/www.comflowy.com\/zh-CN\/basics\/comfyui-foundation#%E8%8A%82%E7%82%B9%E4%BB%8B%E7%BB%8D\"><\/a><\/h4>\n\n\n\n<p>\u770b\u5b8c\u6574\u4e2a Workflow \u540e\uff0c\u6211\u4eec\u518d\u6765\u8be6\u7ec6\u4ecb\u7ecd\u4e0b\u6bcf\u4e2a\u8282\u70b9\u7684\u914d\u7f6e\u3002\u6211\u4eec\u4ece\u5de6\u5f80\u53f3\u5f00\u59cb\u4ecb\u7ecd\u5404\u4e2a\u8282\u70b9\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">Load Checkpoint\u3010checkpoint\u52a0\u8f7d\u5668\u3011<\/h5>\n\n\n\n<figure class=\"wp-block-image size-full\"><noscript><img decoding=\"async\" width=\"522\" height=\"280\" src=\"http:\/\/xinyixx.com\/wp-content\/uploads\/2024\/01\/image-64.png\" alt class=\"wp-image-3921\" srcset=\"https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/01\/image-64.png 522w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/01\/image-64-300x161.png 300w\" sizes=\"(max-width: 522px) 100vw, 522px\"><\/noscript><img decoding=\"async\" width=\"522\" height=\"280\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20viewBox%3D%220%200%20522%20280%22%3E%3C%2Fsvg%3E\" alt class=\"wp-image-3921 lazyload\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20viewBox%3D%220%200%20522%20280%22%3E%3C%2Fsvg%3E 522w\" sizes=\"(max-width: 522px) 100vw, 522px\" data-srcset=\"https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/01\/image-64.png 522w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/01\/image-64-300x161.png 300w\" data-src=\"http:\/\/xinyixx.com\/wp-content\/uploads\/2024\/01\/image-64.png\"><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><a href=\"https:\/\/www.comflowy.com\/zh-CN\/basics\/comfyui-foundation#load-checkpoint\"><\/a><\/h3>\n\n\n\n<p>\u7b2c\u4e00\u4e2a\u662f Load Checkpoint\uff0c\u4ece\u8282\u70b9\u7684\u53f3\u8fb9\u8f93\u51fa\u7aef\u70b9\u53ef\u4ee5\u770b\u51fa\uff0cCheckpoint \u5305\u542b\u4e86\u4e09\u4e2a\u90e8\u5206\uff1aMODEL\u3001CLIP \u8fd8\u6709 VAE\uff0c\u8fd9\u4e09\u90e8\u5206\u5176\u5b9e\u5c31\u662f\u4e4b\u524d\u4ecb\u7ecd\u7684 Stable Diffusion \u7684\u6a21\u578b\u4e09\u5927\u6b65\u9aa4\u3002\u53ef\u4ee5\u8bf4\u8fd9\u4e2a\u8282\u70b9\u662f\u6240\u6709 Workflow \u7684\u8d77\u70b9\u3002<\/p>\n\n\n\n<p>\u70b9\u51fb\u8282\u70b9\u91cc\u7684\u9009\u9879\u6309\u94ae\u53ef\u4ee5\u5207\u6362\u6a21\u578b\uff0c\u8fd9\u91cc\u53ea\u80fd\u5207\u6362\u4f60\u5df2\u7ecf\u4e0b\u8f7d\u597d\u7684\u6a21\u578b\u3002<\/p>\n\n\n\n<p>\u8bf4\u5230\u6a21\u578b\uff0c\u6211\u60f3\u518d\u5f3a\u8c03\u4e0b\uff0c\u4e00\u822c\u4f60\u4f1a\u770b\u5230\u4e24\u79cd\u540e\u7f00\u7684\u6a21\u578b\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>safetensors\uff1a\u8fd9\u79cd\u6a21\u578b\u4e00\u822c\u7528\u7684\u662f numpy \u683c\u5f0f\u4fdd\u5b58\uff0c\u8fd9\u5c31\u610f\u5473\u7740\u5b83\u53ea\u4fdd\u5b58\u4e86\u5f20\u91cf\u6570\u636e\uff0c\u6ca1\u6709\u4efb\u4f55\u4ee3\u7801\uff0c\u52a0\u8f7d\u8fd9\u7c7b\u6587\u4ef6\u4f1a\u66f4\u5b89\u5168\u548c\u66f4\u5feb\u3002<\/li>\n\n\n\n<li>ckpt\uff1a\u8fd9\u79cd\u6587\u4ef6\u662f\u5e8f\u5217\u5316\u8fc7\u7684\uff0c\u8fd9\u610f\u5473\u7740\u5b83\u4eec\u53ef\u80fd\u4f1a\u5305\u542b\u4e00\u4e9b\u6076\u610f\u4ee3\u7801\uff0c\u52a0\u8f7d\u8fd9\u7c7b\u6a21\u578b\u5c31\u53ef\u80fd\u4f1a\u5e26\u6765\u5b89\u5168\u98ce\u9669\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u6211\u5efa\u8bae\u5404\u4f4d\u4f18\u5148\u4e0b\u8f7d\u548c\u4f7f\u7528 safetensors \u540e\u7f00\u7684\u6a21\u578b\u6587\u4ef6\u3002<\/p>\n\n\n\n<p>\u53e6\u5916\uff0c\u4f60\u8fd8\u53ef\u80fd\u770b\u5230\u6709\u4e9b\u6a21\u578b\u5728\u540d\u5b57\u91cc\u4f1a\u6807\u6ce8\u4e3a fp16\uff0c\u8fd9\u662f\u4ec0\u4e48\u610f\u601d\u5462\uff1f<\/p>\n\n\n\n<p>\u8fd9\u4e2a\u662f half-precision floating point format\uff0c\u5373\u534a\u7cbe\u5ea6\u6d6e\u70b9\u683c\u5f0f\u3002\u8fd9\u79cd\u683c\u5f0f\u76f8\u6bd4\u6807\u51c6\u7684 32 \u4f4d\u6d6e\u70b9\u6570\uff0c\u5360\u7528\u7684\u5b58\u50a8\u7a7a\u95f4\u66f4\u5c0f\uff0c\u4e14\u8fd0\u7b97\u901f\u5ea6\u66f4\u5feb\u3002\u4f46\u5b83\u751f\u6210\u56fe\u7247\u7684\u7cbe\u5ea6\uff0c\u4ee5\u53ca\u591a\u6837\u6027\u76f8\u8f83\u5b8c\u6574\u7248\u4f1a\u7a0d\u5fae\u5dee\u4e00\u4e9b\u3002\u6240\u4ee5\u5982\u679c\u4f60\u60f3\u8981\u66f4\u5feb\u7684\u5f97\u51fa\u7ed3\u679c\uff0c\u53ef\u4ee5\u8003\u8651 fp16 \u7248\u672c\u7684\u6a21\u578b\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">CLIP Text Encode(Prompt)\u3010\u7a7a\u6587\u672c\u7f16\u8f91\u5668\u3011<\/h5>\n\n\n\n<figure class=\"wp-block-image size-full\"><noscript><img decoding=\"async\" width=\"516\" height=\"295\" src=\"http:\/\/xinyixx.com\/wp-content\/uploads\/2024\/01\/image-66.png\" alt class=\"wp-image-3923\" srcset=\"https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/01\/image-66.png 516w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/01\/image-66-300x172.png 300w\" sizes=\"(max-width: 516px) 100vw, 516px\"><\/noscript><img decoding=\"async\" width=\"516\" height=\"295\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20viewBox%3D%220%200%20516%20295%22%3E%3C%2Fsvg%3E\" alt class=\"wp-image-3923 lazyload\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20viewBox%3D%220%200%20516%20295%22%3E%3C%2Fsvg%3E 516w\" sizes=\"(max-width: 516px) 100vw, 516px\" data-srcset=\"https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/01\/image-66.png 516w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/01\/image-66-300x172.png 300w\" data-src=\"http:\/\/xinyixx.com\/wp-content\/uploads\/2024\/01\/image-66.png\"><\/figure>\n\n\n\n<p>\u63a5\u7740\u662f CLIP Text Enocde \u8282\u70b9\uff0cCLIP \u5168\u79f0\u662f Contrastive Language-Image Pre-training\uff0c\u5373\u5bf9\u6bd4\u6587\u672c\u56fe\u50cf\u9884\u8bad\u7ec3\u3002\u8fd9\u4e2a\u8282\u70b9\u4e3b\u8981\u662f\u8f93\u5165 Prompt\u3002\u4e00\u822c\u4f1a\u6709\u4e24\u4e2a\u8fd9\u6837\u7684\u8282\u70b9\uff0c\u4e00\u4e2a\u662f\u6b63\u5411\u7684 Prompt\uff0c\u5217\u4f60\u5e0c\u671b\u5728\u56fe\u7247\u4e2d\u770b\u5230\u7684\u5185\u5bb9\uff1b\u53e6\u4e00\u4e2a\u662f\u8d1f\u5411\u7684 Prompt\uff0c\u5217\u4f60\u4e0d\u5e0c\u671b\u5728\u56fe\u7247\u4e2d\u51fa\u73b0\u7684\u5185\u5bb9\u3002<\/p>\n\n\n\n<p>\u4e00\u822c\u8bf4\u6765\uff0c\u5199 Stable Diffusion \u7684 prompt \u6709\u51e0\u4e2a\u539f\u5219\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Prompt \u5e76\u4e0d\u662f\u8d8a\u957f\u8d8a\u597d\uff0c\u5c3d\u91cf\u4fdd\u6301\u5728 75 \u4e2a token\uff08\u6216\u7ea6 60 \u4e2a\u5b57\uff09\u4ee5\u5185\u3002<\/li>\n\n\n\n<li>\u4f7f\u7528\u9017\u53f7\u5206\u9694\u3002Stable Diffusion \u5e76\u4e0d\u61c2\u8bed\u6cd5\uff0c\u6240\u4ee5\u4f60\u9700\u8981\u5c06\u753b\u9762\u4e2d\u7684\u5173\u952e\u8bcd\u7f57\u5217\u51fa\u6765\uff0c\u5e76\u7528\u9017\u53f7\u5206\u9694\u3002<\/li>\n\n\n\n<li>\u8d8a\u91cd\u8981\u7684\u8bcd\u653e\u5728\u9760\u524d\u7684\u4f4d\u7f6e\u3002\u6bd4\u5982\u4f60\u60f3\u8981\u751f\u6210\u4e00\u5f20\u7f8e\u4e3d\u7684\u98ce\u666f\u56fe\uff0c\u90a3\u4e48\u4f60\u53ef\u4ee5\u5c06 beautiful scenery nature \u653e\u5728\u6700\u524d\u9762\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u53e6\u5916\uff0c\u8fd8\u6709\u4e2a\u5c0f\u6280\u5de7\uff0c\u4f60\u53ef\u4ee5\u8f93\u5165&nbsp;<code>(keyword:weight)<\/code>&nbsp;\u65b9\u5f0f\u6765\u63a7\u5236\u5173\u952e\u8bcd\u7684\u6743\u91cd\uff0c\u6bd4\u5982&nbsp;<code>(hight building: 1.2 )<\/code>&nbsp;\u5c31\u610f\u5473\u7740 hight building \u7684\u6743\u91cd\u53d8\u9ad8\uff0c\u5982\u679c\u586b\u5199\u7684\u6743\u91cd\u6570\u5c0f\u4e8e 1\uff0c\u5219\u610f\u5473\u7740\u8fd9\u4e2a\u8bcd\u7684\u6743\u91cd\u4f1a\u53d8\u4f4e\uff0c\u751f\u6210\u7684\u56fe\u4e0e\u8fd9\u4e2a\u8bcd\u66f4\u4e0d\u76f8\u5173\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">Empty Latent Image\u3010\u56fe\u50cf\u8bbe\u7f6e\u3011<\/h5>\n\n\n\n<figure class=\"wp-block-image size-full\"><noscript><img decoding=\"async\" width=\"516\" height=\"295\" src=\"http:\/\/xinyixx.com\/wp-content\/uploads\/2024\/01\/image-65.png\" alt class=\"wp-image-3922\" srcset=\"https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/01\/image-65.png 516w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/01\/image-65-300x172.png 300w\" sizes=\"(max-width: 516px) 100vw, 516px\"><\/noscript><img decoding=\"async\" width=\"516\" height=\"295\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20viewBox%3D%220%200%20516%20295%22%3E%3C%2Fsvg%3E\" alt class=\"wp-image-3922 lazyload\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20viewBox%3D%220%200%20516%20295%22%3E%3C%2Fsvg%3E 516w\" sizes=\"(max-width: 516px) 100vw, 516px\" data-srcset=\"https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/01\/image-65.png 516w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/01\/image-65-300x172.png 300w\" data-src=\"http:\/\/xinyixx.com\/wp-content\/uploads\/2024\/01\/image-65.png\"><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><a href=\"https:\/\/www.comflowy.com\/zh-CN\/basics\/comfyui-foundation#empty-latent-image\"><\/a><\/h3>\n\n\n\n<p>\u7136\u540e\u662f\u7a7a\u7684\u6f5c\u7a7a\u95f4\u56fe\u50cf\u8282\u70b9\u3002\u5982\u679c\u4f60\u9700\u8981\u8c03\u6574\u6700\u7ec8\u751f\u6210\u7684\u56fe\u7247\u7684\u5927\u5c0f\uff0c\u5c31\u9700\u8981\u8c03\u6574 width\uff08\u5bbd\uff09\u3001height\uff08\u9ad8\uff09\u8fd9\u4e24\u4e2a\u503c\u3002\u800c batch_size \u5219\u662f\u8bbe\u7f6e\u6bcf\u6b21\u8fd0\u884c\u65f6\u751f\u6210\u7684\u56fe\u7247\u6570\u91cf\uff0c\u6bd4\u5982\u4f60\u5c06\u8fd9\u4e2a\u8bbe\u7f6e\u6210\u4e86 4\uff0c\u5c31\u610f\u5473\u7740\u6bcf\u6b21\u4f1a\u751f\u6210 4 \u5f20\u56fe\u3002<\/p>\n\n\n\n<p>\u5982\u679c\u4f60\u4f7f\u7528\u7684\u662f SD v1.5 \u6a21\u578b\u7684\u8bdd\uff0c\u6700\u4f18\u7684\u5927\u5c0f\u662f 512&#215;512\uff0c\u90e8\u5206\u57fa\u4e8e SD v1.5 \u5fae\u8c03\u7684\u7248\u672c\u4e5f\u652f\u6301 768&#215;768\u3002\u6240\u4ee5\u5176\u5e38\u89c1\u5bbd\u9ad8\u6bd4\u6709\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>1:1\uff08\u6b63\u65b9\u5f62\uff09\uff1a512&#215;512\u3001768&#215;768<\/li>\n\n\n\n<li>3:2\uff08\u6a2a\u5411\uff09\uff1a768&#215;512<\/li>\n\n\n\n<li>2:3\uff08\u7eb5\u5411\uff09\uff1a512&#215;768<\/li>\n\n\n\n<li>4:3\uff08\u6a2a\u5411\uff09\uff1a768&#215;576<\/li>\n\n\n\n<li>3:4\uff08\u7eb5\u5411\uff09\uff1a576&#215;768<\/li>\n\n\n\n<li>16:9\uff08\u5bbd\u5c4f\uff09\uff1a912&#215;512<\/li>\n\n\n\n<li>9:16 (\u7ad6\u5c4f): 512&#215;912<\/li>\n<\/ul>\n\n\n\n<p>\u5982\u679c\u4f60\u4f7f\u7528\u7684\u662f SDXL \u6a21\u578b\u7684\u8bdd\uff0c\u6700\u4f18\u7684\u5927\u5c0f\u662f 1024&#215;1024\uff0c\u5176\u5e38\u89c1\u5bbd\u9ad8\u6bd4\u6709\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>1:1\uff08\u6b63\u65b9\u5f62\uff09\uff1a1024&#215;1024\u3001768&#215;768<\/li>\n\n\n\n<li>3:2\uff08\u6a2a\u5411\uff09\uff1a1152&#215;768<\/li>\n\n\n\n<li>2:3\uff08\u7eb5\u5411\uff09\uff1a768&#215;1152<\/li>\n\n\n\n<li>4:3\uff08\u6a2a\u5411\uff09\uff1a1152&#215;864<\/li>\n\n\n\n<li>3:4\uff08\u7eb5\u5411\uff09\uff1a864&#215;1152<\/li>\n\n\n\n<li>16:9\uff08\u5bbd\u5c4f\uff09\uff1a1360&#215;768<\/li>\n\n\n\n<li>9:16\uff08\u7ad6\u5c4f\uff09\uff1a768&#215;1360<\/li>\n<\/ul>\n\n\n\n<p>\u6700\u540e\uff0c\u9700\u8981\u6ce8\u610f\u5bbd\u5ea6\u548c\u9ad8\u5ea6\u5fc5\u987b\u80fd\u88ab 8 \u6574\u9664\u3002<\/p>\n\n\n\n<p>\u4f60\u53ef\u80fd\u4f1a\u597d\u5947\uff0c\u4e3a\u4f55\u6709\u4e9b\u6a21\u578b\u56fe\u7247\u5927\u5c0f\u8bbe\u7f6e\u6210 512X512\uff0c\u751f\u6210\u7684\u6548\u679c\u4f1a\u975e\u5e38\u8be1\u5f02\uff08\u6bd4\u5982\u4e24\u4e2a\u4eba\u5934\uff09\uff0c\u800c\u6709\u4e00\u4e9b\u6a21\u578b\uff0c\u6bd4\u5982 SDXL \u9ed8\u8ba4\u5927\u5c0f\u5c31\u662f 1024&#215;1024 \u5462\uff1f\u4e3b\u8981\u7684\u539f\u56e0\u662f\u8fd9\u4e9b\u6a21\u578b\u5728\u8bad\u7ec3\u7684\u65f6\u5019\uff0c\u8bad\u7ec3\u7684\u56fe\u7247\u5927\u5c0f\u4e0d\u540c\uff0c\u50cf SDXL \u8bad\u7ec3\u7528\u7684\u5c31\u662f\u66f4\u5927\u7684\u56fe\u7247\u3002\u5982\u679c\u62ff\u96d5\u523b\u505a\u7c7b\u6bd4\u7684\u8bdd\uff0c\u8fd9\u4e9b\u6a21\u578b\u5c31\u50cf\u662f\u96d5\u523b\u5bb6\uff0c\u4ed6\u4eec\u9700\u8981\u901a\u8fc7\u8bad\u7ec3\u5b66\u4e60\u7684\u65b9\u5f0f\u5b66\u4f1a\u96d5\u523b\u5927\u7406\u77f3\u3002\u800c\u6709\u4e00\u4e9b\u96d5\u523b\u5bb6\u5728\u5b66\u7684\u65f6\u5019\uff0c\u7528\u7684\u5c31\u662f 1024&#215;1024 \u7684\u5927\u7406\u77f3\uff0c\u6ca1\u6709\u5b66\u8fc7 2048&#215;2048\uff0c\u6240\u4ee5\u96d5\u523b\u5927\u7684\u5927\u7406\u77f3\u6548\u679c\u53cd\u800c\u4e0d\u597d\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">Save Image\u3010\u4fdd\u5b58\u56fe\u7247\u3011<\/h5>\n\n\n\n<figure class=\"wp-block-image size-full\"><noscript><img decoding=\"async\" width=\"311\" height=\"187\" src=\"http:\/\/xinyixx.com\/wp-content\/uploads\/2024\/01\/image-68.png\" alt class=\"wp-image-3925\" srcset=\"https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/01\/image-68.png 311w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/01\/image-68-300x180.png 300w\" sizes=\"(max-width: 311px) 100vw, 311px\"><\/noscript><img decoding=\"async\" width=\"311\" height=\"187\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20viewBox%3D%220%200%20311%20187%22%3E%3C%2Fsvg%3E\" alt class=\"wp-image-3925 lazyload\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20viewBox%3D%220%200%20311%20187%22%3E%3C%2Fsvg%3E 311w\" sizes=\"(max-width: 311px) 100vw, 311px\" data-srcset=\"https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/01\/image-68.png 311w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/01\/image-68-300x180.png 300w\" data-src=\"http:\/\/xinyixx.com\/wp-content\/uploads\/2024\/01\/image-68.png\"><\/figure>\n\n\n\n<p>\u5b8c\u6210\u56fe\u7247\u751f\u6210\u540e\uff0c\u5bf9\u7740\u56fe\u7247\u70b9\u51fb\u53f3\u952e\uff0c\u4f1a\u770b\u5230\u300cSave Image\u300d\u7684\u9009\u9879\uff0c\u70b9\u51fb\u6b64\u6309\u94ae\u5c31\u53ef\u4ee5\u4e0b\u8f7d\u751f\u6210\u597d\u7684\u56fe\u7247\u3002\u8282\u70b9\u91cc\u7684\u8f93\u5165\u6846\uff0c\u5219\u662f\u8bbe\u7f6e\u56fe\u7247\u540d\u79f0\u7684\u524d\u7f00\u3002\u6bd4\u5982\u9ed8\u8ba4\u662f ComfyUI\uff0c\u90a3\u5c31\u610f\u5473\u7740\u4f60\u4fdd\u5b58\u7684\u56fe\u7247\u7684\u6587\u4ef6\u540d\u662f ComfyUI \u5f00\u5934\uff0c\u540e\u9762\u8ddf\u7740\u4e00\u4e32\u6570\u5b57\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">KSampler\u3010K\u91c7\u6837\u5668\u3011<\/h5>\n\n\n\n<figure class=\"wp-block-image size-full\"><noscript><img decoding=\"async\" width=\"417\" height=\"380\" src=\"http:\/\/xinyixx.com\/wp-content\/uploads\/2024\/01\/image-67.png\" alt class=\"wp-image-3924\" srcset=\"https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/01\/image-67.png 417w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/01\/image-67-300x273.png 300w\" sizes=\"(max-width: 417px) 100vw, 417px\"><\/noscript><img decoding=\"async\" width=\"417\" height=\"380\" src=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20viewBox%3D%220%200%20417%20380%22%3E%3C%2Fsvg%3E\" alt class=\"wp-image-3924 lazyload\" srcset=\"data:image\/svg+xml,%3Csvg%20xmlns%3D%22http%3A%2F%2Fwww.w3.org%2F2000%2Fsvg%22%20viewBox%3D%220%200%20417%20380%22%3E%3C%2Fsvg%3E 417w\" sizes=\"(max-width: 417px) 100vw, 417px\" data-srcset=\"https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/01\/image-67.png 417w, https:\/\/www.xinyixx.com\/wp-content\/uploads\/2024\/01\/image-67-300x273.png 300w\" data-src=\"http:\/\/xinyixx.com\/wp-content\/uploads\/2024\/01\/image-67.png\"><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><a href=\"https:\/\/www.comflowy.com\/zh-CN\/basics\/comfyui-foundation#ksampler\"><\/a><\/h3>\n\n\n\n<p>\u6700\u540e\u662f KSampler\uff0cSampler \u4e2d\u6587\u540d\u79f0\u662f\u91c7\u6837\u5668\uff0c\u5982\u679c\u4f60\u60f3\u8be6\u7ec6\u4e86\u89e3\u91c7\u6837\u5668\uff0c\u53ef\u4ee5\u9605\u8bfb\u76f8\u5173\u8fdb\u9636\u6559\u7a0b\uff0c\u800c\u57fa\u7840\u6559\u7a0b\u53ea\u4f1a\u544a\u8bc9\u4f60\u5982\u4f55\u4f7f\u7528\u3002KSampler \u5305\u542b\u4ee5\u4e0b\u53c2\u6570\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>seed\uff1a\u8fd9\u4e2a\u662f\u968f\u673a\u79cd\u5b50\uff0c\u5b83\u4e3b\u8981\u7528\u4e8e\u63a7\u5236\u6f5c\u7a7a\u95f4\u7684\u521d\u59cb\u566a\u58f0\u3002\u5982\u679c\u4f60\u60f3\u91cd\u590d\u751f\u6210\u4e00\u6a21\u4e00\u6837\u7684\u56fe\u7247\u3002\u5c31\u9700\u8981\u7528\u5230\u8fd9\u4e2a\u968f\u673a\u79cd\u5b50\u3002\u9700\u8981\u6ce8\u610f\u79cd\u5b50\u548c Prompt \u90fd\u8981\u76f8\u540c\uff0c\u624d\u80fd\u751f\u6210\u4e00\u6a21\u4e00\u6837\u7684\u56fe\u3002\u4e3e\u4e2a\u4f8b\u5b50\uff0c\u4f60\u53ef\u4ee5\u4f7f\u7528 Default Workflow \u7684\u9ed8\u8ba4 Prompt\uff08beautiful scenery nature glass bottle landscape, purple galaxy bottle\uff09\uff0c\u751f\u6210\u4e00\u5f20\u56fe\u7247\u3002\u63a5\u7740\u5c06\u8fd9\u4e2a\u968f\u673a\u79cd\u5b50 copy \u4e0b\u6765\u6bd4\u5982 156680208700286\uff0c\u7136\u540e\u5c06 Prompt \u91cc\u7684 purple \u6539\u6210 green\uff0c\u751f\u6210\u4e00\u5f20\u65b0\u7684\u56fe\u7247\uff0c\u518d\u5c06\u4e4b\u524d\u590d\u5236\u7684\u79cd\u5b50 156680208700286 \u8986\u76d6\u9ecf\u8d34\u5230\u65b0\u79cd\u5b50\u4e0a\uff0c\u7136\u540e\u5c06 Prompt \u6539\u56de\u539f\u6765\u7684 purple\uff0c\u91cd\u65b0\u751f\u6210\u56fe\u7247\u3002\u4f60\u4f1a\u53d1\u73b0\u6b64\u65f6\u751f\u6210\u7684\u56fe\u7247\u4e0e\u7b2c\u4e00\u6b21\u751f\u6210\u7684\u56fe\u7247\u662f\u4e00\u6a21\u4e00\u6837\u7684\u3002<\/li>\n\n\n\n<li>control_after_generate\uff1a\u6bcf\u6b21\u751f\u6210\u5b8c\u56fe\u7247\u540e\uff0c\u4e0a\u9762\u7684 seed \u6570\u5b57\u90fd\u4f1a\u53d8\u5316\uff0c\u800c\u8fd9\u4e2a\u914d\u7f6e\u9879\uff0c\u5219\u662f\u8bbe\u7f6e\u8fd9\u4e2a\u53d8\u5316\u89c4\u5219\uff1arandomize\uff08\u968f\u673a\uff09\u3001increment\uff08\u9012\u589e 1\uff09\u3001decrement\uff08\u9012\u51cf 1\uff09\u3001fixed\uff08\u56fa\u5b9a\uff09\u3002<\/li>\n\n\n\n<li>step\uff1a\u91c7\u6837\u7684\u6b65\u6570\u3002\u4e00\u822c\u6b65\u6570\u8d8a\u5927\uff0c\u6548\u679c\u8d8a\u597d\uff0c\u4f46\u4e5f\u8ddf\u4f7f\u7528\u7684\u6a21\u578b\u548c\u91c7\u6837\u5668\u6709\u5173\u3002<\/li>\n\n\n\n<li>cfg\uff1a\u5168\u79f0 Classifier Free Guidance\uff0c\u6211\u5728 SD \u57fa\u7840\u4e00\u7ae0\u4e2d\u6709\u4ecb\u7ecd\u8fc7\uff0c\u8fd9\u4e2a\u503c\u8bbe\u7f6e\u4e00\u822c\u8bbe\u7f6e\u4e3a 6\uff5e8 \u4e4b\u95f4\u4f1a\u6bd4\u8f83\u597d\u3002<\/li>\n\n\n\n<li>sampler_name\uff1a\u91c7\u6837\u5668\u540d\u79f0\u3002\u4f60\u53ef\u4ee5\u901a\u8fc7\u8fd9\u4e2a\u6765\u8bbe\u7f6e\u91c7\u6837\u5668\u7b97\u6cd5\u3002\u5982\u679c\u4f60\u5bf9\u5b83\u611f\u5174\u8da3\uff0c\u53ef\u4ee5\u9605\u8bfb\u76f8\u5173\u7684\u8fdb\u9636\u6559\u7a0b\u3002<\/li>\n\n\n\n<li>scheduler\uff1a\u8c03\u5ea6\u5668\u4e3b\u8981\u662f\u63a7\u5236\u6bcf\u4e2a\u6b65\u9aa4\u4e2d\u53bb\u566a\u7684\u8fc7\u7a0b\u3002\u4f60\u53ef\u4ee5\u901a\u8fc7\u5b83\u9009\u62e9\u4e0d\u540c\u7684\u8c03\u5ea6\u7b97\u6cd5\uff0c\u6709\u4e9b\u7b97\u6cd5\u662f\u9009\u62e9\u6bcf\u4e00\u6b65\u51cf\u53bb\u76f8\u540c\u6570\u91cf\u7684\u566a\u58f0\uff0c\u6709\u4e9b\u5219\u662f\u6bcf\u4e00\u6b65\u90fd\u5c3d\u53ef\u80fd\u53bb\u6389\u591a\u7684\u566a\u58f0\u3002<\/li>\n\n\n\n<li>denoise\uff1a\u8868\u793a\u8981\u589e\u52a0\u591a\u5c11\u521d\u59cb\u566a\u58f0\uff0c1 \u8868\u793a\u5168\u90e8\u3002\u4e00\u822c\u6587\u751f\u56fe\u4f60\u90fd\u53ef\u4ee5\u9ed8\u8ba4\u5c06\u5176\u8bbe\u7f6e\u6210 1\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u6700\u4f73\u5b9e\u8df5<a href=\"https:\/\/www.comflowy.com\/zh-CN\/basics\/comfyui-foundation#%E6%9C%80%E4%BD%B3%E5%AE%9E%E8%B7%B5\"><\/a><\/h4>\n\n\n\n<p>\u5728\u5404\u4e2a\u914d\u7f6e\u9879\u4e2d\uff0c\u9664\u4e86\u6a21\u578b\u4f1a\u5f71\u54cd\u51fa\u56fe\u7684\u7ed3\u679c\u5916\uff0c\u5176\u6b21\u5c31\u662f KSampler \u7684\u51e0\u4e2a\u914d\u7f6e\u9879\uff0c\u8fdb\u9636\u6559\u7a0b\u4f1a\u5206\u4eab\u5404\u4e2a\u91c7\u6837\u5668\u7684\u7279\u70b9\uff0c\u4e0b\u9762\u5206\u4eab\u4e0b\u6700\u4f73\u5b9e\u8df5\u6548\u679c\u8bbe\u5b9a\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u9700\u6c42<\/th><th>checkpoint<\/th><th>sampler_name<\/th><th>scheduler<\/th><th>step<\/th><th>cfg<\/th><\/tr><\/thead><tbody><tr><td>\u975e\u5e38\u5728\u610f\u901f\u5ea6<\/td><td>SDXL Turbo fp16<\/td><td>dpmpp_2m\uff08\u6709\u4e9b\u8f6f\u4ef6\u4f1a\u53eb\u5b83 dpm++2M\uff09<\/td><td>normal \u6216\u8005\u4f7f\u7528 Turbo \u4e13\u7528 scheduler<\/td><td>1-2<\/td><td>6-8<\/td><\/tr><tr><td rowspan=\"2\">\u975e\u5e38\u5728\u610f\u56fe\u50cf\u8d28\u91cf\uff0c\u540c\u65f6\u5728\u610f\u751f\u6210\u56fe\u7247\u5185\u5bb9\u591a\u6837\u884c<\/td><td rowspan=\"2\">SDXL refiner<\/td><td>dpmpp_2m\uff08\u6709\u4e9b\u8f6f\u4ef6\u4f1a\u53eb\u5b83 dpm++2M\uff09<\/td><td>karras<\/td><td>20-30<\/td><td>6-8<\/td><\/tr><tr><td>UniPC\uff08\u76f8\u8f83\u4e8e dpmpp_2m \u4f1a\u66f4\u5feb\u4e00\u4e9b\uff09<\/td><td>karras<\/td><td>20-30<\/td><td>1-2<\/td><\/tr><tr><td rowspan=\"2\">\u5728\u610f\u56fe\u50cf\u8d28\u91cf\uff0c\u4e0d\u592a\u5728\u610f\u591a\u6837\u6027\uff0c\u4f46\u60f3\u63d0\u9ad8\u751f\u6210\u901f\u5ea6<\/td><td rowspan=\"2\">SDXL refiner fp16<\/td><td>dpmpp_sde<\/td><td>karras<\/td><td>10-15<\/td><td>6-8<\/td><\/tr><tr><td>ddim<\/td><td>normal<\/td><td>10-15<\/td><td>6-8<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u8865\u5145\u8bf4\u660e\u4e0b\uff0cKSampler \u7684\u914d\u7f6e\u8ddf\u6a21\u578b\uff08checkpoint\uff09\u6bd4\u8f83\u5f3a\u76f8\u5173\uff0c\u6bd4\u5982 SDXL-Turbo \u56e0\u4e3a\u5bf9\u56fe\u7247\u751f\u6210\u8fc7\u7a0b\u8fdb\u884c\u4e86\u538b\u7f29\uff0c\u5176\u6700\u4f73 cfg \u53cd\u800c\u4e0d\u80fd\u592a\u5927\uff0c\u5b9e\u9a8c\u4e0b\u6765\uff0c\u53ef\u80fd 1 \u6216 4 \u6700\u597d\u3002\u53e6\u5916\uff0c\u4f60\u5728\u4e0b\u8f7d\u522b\u4eba\u7684\u6a21\u578b\u7684\u65f6\u5019\uff0c\u4f5c\u8005\u4e00\u822c\u4f1a\u5728\u6a21\u578b\u4ecb\u7ecd\u4e2d\u5199\u660e\u6700\u4f73\u7684\u53c2\u6570\u914d\u7f6e\u3002\u4f60\u53ef\u4ee5\u6309\u7167\u8fd9\u4e2a\u914d\u7f6e\u53bb\u8bbe\u7f6e\u53c2\u6570\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u4e0b\u9762\u662fweb\u754c\u9762\u64cd\u4f5c\u7684\u5feb\u6377\u952e<\/h4>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u952e\u7ed1\u5b9a<\/th><th>\u89e3\u91ca<\/th><\/tr><\/thead><tbody><tr><td>Ctrl + \u56de\u8f66<\/td><td>\u5c06\u5f53\u524d\u56fe\u5f62\u6392\u961f\u4ee5\u8fdb\u884c\u751f\u6210<\/td><\/tr><tr><td>Ctrl + Shift + Enter<\/td><td>\u5c06\u5f53\u524d\u56fe\u5f62\u6392\u5728\u7b2c\u4e00\u4e2a\u961f\u5217\u4e2d\uff0c\u4ee5\u4fbf\u751f\u6210<\/td><\/tr><tr><td>Ctrl + Z\/Ctrl + Y<\/td><td>\u64a4\u6d88\/\u91cd\u505a<\/td><\/tr><tr><td>Ctrl + S<\/td><td>\u4fdd\u5b58\u5de5\u4f5c\u6d41<\/td><\/tr><tr><td>Ctrl + O<\/td><td>\u52a0\u8f7d\u5de5\u4f5c\u6d41<\/td><\/tr><tr><td>Ctrl + A<\/td><td>\u9009\u62e9\u6240\u6709\u8282\u70b9<\/td><\/tr><tr><td>Alt + C<\/td><td>\u6298\u53e0\/\u5c55\u5f00\u6240\u9009\u8282\u70b9<\/td><\/tr><tr><td>Ctrl + M<\/td><td>\u5c06\u6240\u9009\u8282\u70b9\u9759\u97f3\/\u53d6\u6d88\u9759\u97f3<\/td><\/tr><tr><td>Ctrl + B<\/td><td>\u7ed5\u8fc7\u9009\u5b9a\u7684\u8282\u70b9\uff08\u5c31\u50cf\u4ece\u56fe\u5f62\u4e2d\u5220\u9664\u8282\u70b9\u5e76\u91cd\u65b0\u8fde\u63a5\u7535\u7ebf\u4e00\u6837\uff09<\/td><\/tr><tr><td>\u5220\u9664\/\u9000\u683c\u952e<\/td><td>\u5220\u9664\u6240\u9009\u8282\u70b9<\/td><\/tr><tr><td>Ctrl + \u5220\u9664\/\u9000\u683c\u952e<\/td><td>\u5220\u9664\u5f53\u524d\u56fe\u5f62<\/td><\/tr><tr><td>\u7a7a\u95f4<\/td><td>\u6309\u4f4f\u5e76\u79fb\u52a8\u5149\u6807\u65f6\u79fb\u52a8\u753b\u5e03<\/td><\/tr><tr><td>Ctrl\/Shift + \u5355\u51fb<\/td><td>\u5c06\u5355\u51fb\u7684\u8282\u70b9\u6dfb\u52a0\u5230\u6240\u9009\u5185\u5bb9<\/td><\/tr><tr><td>Ctrl + C\/Ctrl + V<\/td><td>\u590d\u5236\u5e76\u7c98\u8d34\u6240\u9009\u8282\u70b9\uff08\u4e0d\u7ef4\u62a4\u4e0e\u672a\u9009\u5b9a\u8282\u70b9\u8f93\u51fa\u7684\u8fde\u63a5\uff09<\/td><\/tr><tr><td>Ctrl + C\/Ctrl + Shift + V<\/td><td>\u590d\u5236\u5e76\u7c98\u8d34\u6240\u9009\u8282\u70b9\uff08\u4fdd\u6301\u4ece\u672a\u9009\u5b9a\u8282\u70b9\u7684\u8f93\u51fa\u5230\u7c98\u8d34\u8282\u70b9\u7684\u8f93\u5165\u7684\u8fde\u63a5\uff09<\/td><\/tr><tr><td>Shift + \u62d6\u52a8<\/td><td>\u540c\u65f6\u79fb\u52a8\u591a\u4e2a\u9009\u5b9a\u8282\u70b9<\/td><\/tr><tr><td>Ctrl + D<\/td><td>\u52a0\u8f7d\u9ed8\u8ba4\u56fe\u8868<\/td><\/tr><tr><td>Q<\/td><td>\u5207\u6362\u961f\u5217\u7684\u53ef\u89c1\u6027<\/td><\/tr><tr><td>H<\/td><td>\u5207\u6362\u5386\u53f2\u8bb0\u5f55\u7684\u53ef\u89c1\u6027<\/td><\/tr><tr><td>R<\/td><td>\u5237\u65b0\u56fe\u8868<\/td><\/tr><tr><td>\u53cc\u51fb LMB<\/td><td>\u6253\u5f00\u8282\u70b9\u5feb\u901f\u641c\u7d22\u9762\u677f<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u4e0a\u9762\u529f\u80fd\u548c\u8bbe\u5b9a\uff0c\u540c\u5b66\u53ef\u4ee5\u5728web\u754c\u9762\u8fde\u63a5\u5c1d\u8bd5\u4e00\u4e0b\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4e0a\u4e00\u671f\uff0c\u6211\u5728ubuntu\u4e0a\u90e8\u7f72\u4e86comfyui\uff1ahttp:\/\/xinyixx.com\/index.php\/20 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_import_markdown_pro_load_document_selector":0,"_import_markdown_pro_submit_text_textarea":"","footnotes":""},"categories":[5],"tags":[73,159,60],"class_list":["post-3915","post","type-post","status-publish","format-standard","hentry","category-ai-learn","tag-ai","tag-comfyui","tag-printer","entry"],"_links":{"self":[{"href":"https:\/\/www.xinyixx.com\/index.php\/wp-json\/wp\/v2\/posts\/3915","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.xinyixx.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.xinyixx.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.xinyixx.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.xinyixx.com\/index.php\/wp-json\/wp\/v2\/comments?post=3915"}],"version-history":[{"count":0,"href":"https:\/\/www.xinyixx.com\/index.php\/wp-json\/wp\/v2\/posts\/3915\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.xinyixx.com\/index.php\/wp-json\/wp\/v2\/media?parent=3915"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.xinyixx.com\/index.php\/wp-json\/wp\/v2\/categories?post=3915"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.xinyixx.com\/index.php\/wp-json\/wp\/v2\/tags?post=3915"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}