{"id":13620,"date":"2022-11-28T19:46:57","date_gmt":"2022-11-28T11:46:57","guid":{"rendered":"https:\/\/mnya.tw\/cc\/?p=13620"},"modified":"2023-02-12T01:51:32","modified_gmt":"2023-02-11T17:51:32","slug":"1902","status":"publish","type":"post","link":"https:\/\/mnya.tw\/cc\/word\/1902.html","title":{"rendered":"Stable Diffusion web UI x Stable Diffusion 2.0\uff1a\u672c\u6a5f AI \u751f\u6210\u5404\u5f0f\u5404\u6a23\u7684\u5f71\u50cf"},"content":{"rendered":"<p><strong>Stable Diffusion web UI<\/strong> \u662f\u57fa\u65bc Gradio \u7684\u700f\u89bd\u5668\u754c\u9762\uff0c\u7528\u65bc Stable Diffusion \u6a21\u578b\u7684\u5404\u7a2e\u61c9\u7528\uff0c\u5982\uff1a\u6587\u751f\u5716\u3001\u5716\u751f\u5716\u7b49\uff0c\u9069\u7528\u6240\u6709\u4ee5 Stable Diffusion \u5ef6\u4f38\u7684\u64f4\u5145\u6a21\u578b\u3002\u95dc\u65bc\u9019\u500b\u5de5\u5177\u8edf\u9ad4\u7684\u5b89\u88dd\u65b9\u5f0f\u8acb\u53c3\u8003\u6211\u4e4b\u524d\u5beb\u904e\u7684<a href=\"https:\/\/mnya.tw\/cc\/word\/1886.html\" target=\"_blank\" rel=\"noopener\">\u53e6\u4e00\u7bc7\u5716\u6587<\/a>\uff0c\u8acb\u5148\u5b89\u88dd\u4e26\u5b78\u7fd2\u4f7f\u7528\u5f8c\u518d\u63a5\u7e8c\u770b\u672c\u6587\u6559\u5b78\u3002\u9019\u6b21\u4e3b\u8ef8\u662f\u7531<a href=\"https:\/\/stability.ai\/\" target=\"_blank\" rel=\"noopener\">\u300cStability AI\u300d<\/a>\u63a8\u51fa\u7684\u65b0\u6a21\u578b<a href=\"https:\/\/github.com\/Stability-AI\/stablediffusion\" target=\"_blank\" rel=\"noopener\">\u300cStable Diffusion 2.0\u300d<\/a>\uff0c\u63d0\u4f9b\u65b0\u7684 768 x 768 px \u9ad8\u89e3\u6790\u5ea6\u64f4\u6563\u6a21\u578b\uff0c\u4f7f\u7528 OpenCLIP-ViT\/H \u4f5c\u70ba\u6587\u672c\u7de8\u78bc\u5668\u4e26\u5f9e\u982d\u958b\u59cb\u8a13\u7df4\u3002\u7531 CompVis \u9818\u5c0e\u7684\u539f\u59cb Stable Diffusion \u6539\u8b8a\u4e86\u958b\u6e90 AI \u6a21\u578b\u7684\u6027\u8cea\uff0c\u4e26\u5728\u5168\u7403\u7bc4\u570d\u5167\u50ac\u751f\u4e86\u6578\u767e\u500b\u5176\u4ed6\u6a21\u578b\u548c\u5275\u65b0\u3002<\/p>\n<blockquote><p>Stable Diffusion web UI \u5b98\u65b9\u7db2\u7ad9\uff1a<a href=\"https:\/\/github.com\/AUTOMATIC1111\/stable-diffusion-webui\" target=\"_blank\" rel=\"noopener\">https:\/\/github.com\/AUTOMATIC1111\/stable-diffusion-webui<\/a><br \/>\nStable Diffusion 2.0 \u6a21\u578b\u8f09\u9ede\uff1a<a href=\"https:\/\/huggingface.co\/stabilityai\/stable-diffusion-2\" target=\"_blank\" rel=\"noopener\">https:\/\/huggingface.co\/stabilityai\/stable-diffusion-2<\/a><\/p><\/blockquote>\n<p>\u65b0\u7684\u6a21\u578b\u7531\u65bc\u8a13\u7df4\u96c6\u89e3\u6790\u5ea6\u7684\u63d0\u9ad8\uff0c\u56e0\u6b64\u80fd\u751f\u6210\u66f4\u9ad8\u54c1\u8cea\u7684\u5f71\u50cf\uff0cStable Diffusion \u9019\u500b\u6a21\u578b\u6709\u9ede\u50cf\u5927\u7e3d\u532f\uff0c\u4e0d\u7ba1\u662f\u5beb\u5be6\u3001\u63d2\u5716\u3001\u8096\u50cf\u7b49\u985e\u578b\u90fd\u53ef\u4ee5\u7522\u751f\uff0c\u5167\u542b Upscaler Diffusion\u6a21\u578b\uff0c\u6b64\u6a21\u578b\u53ef\u4ee5\u5c07\u5f71\u50cf\u4e4b\u89e3\u6790\u5ea6\u63d0\u9ad8\u56db\u500d\u3002\u7531\u65bc\u5148\u524d\u91cb\u51fa\u5be6\u5728\u592a\u71b1\u9580\u5c0e\u81f4\u5f88\u591a\u722d\u8b70\uff0c\u5982 AI \u5f0f\u6284\u8972\u3001\u8457\u4f5c\u6b0a\u7684\u554f\u984c\u7b49\uff0c\u7576\u7136\u6cd5\u5f8b\u4e0a\u4ecd\u7136\u6c92\u6709\u9019\u65b9\u9762\u7684\u898f\u7bc4\uff0c\u4f46\u4e5f\u8b93\u65b0\u7248\u672c\u7684 Stable Diffusion \u5c0d\u65bc\u8907\u88fd\u85dd\u8853\u5bb6\u4f5c\u54c1\u7684\u80fd\u529b\u5927\u5927\u964d\u4f4e\uff0c\u7522\u51fa NSFW \u5716\u7684\u80fd\u529b\u4e5f\u5927\u5e45\u53d7\u9650\uff0c\u4e0d\u904e\u7531\u65bc\u5176\u662f\u958b\u6e90\u6a21\u578b\uff0c\u5f88\u5feb\u5c31\u6703\u6709\u7b2c\u4e09\u65b9\u5f37\u5316\uff0c\u56e0\u6b64\u4e0a\u8ff0\u6240\u8aaa\u7684\u554f\u984c\u4e5f\u6703\u6162\u6162\u6de1\u5316\u3002<\/p>\n<p>\u203b \u5099\u8a3b\uff1a\u5148\u524d\u82e5\u5df2\u7d93\u5b89\u88dd\u904e Stable Diffusion web UI\uff0c\u8acb\u8a18\u5f97\u5728\u8edf\u9ad4\u6839\u76ee\u9304\u4e0b\u6253\u6307\u4ee4 git pull \u66f4\u65b0\u8edf\u9ad4\u81f3\u6700\u65b0\u7248\uff0c\u624d\u80fd\u6b63\u5e38\u4f7f\u7528\u6700\u65b0\u7248\u7684 Stable Diffusion 2.0 \u6a21\u578b\u3002<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2022\/1902-1.jpg\" width=\"1024\" height=\"768\" \/><br \/>\n\u25b2 \u4f86\u5230<a href=\"https:\/\/huggingface.co\/stabilityai\/stable-diffusion-2\" target=\"_blank\" rel=\"noopener\"> Hugging\u300cFace Stable Diffusion v2\u300d\u7684\u9801\u9762<\/a>\uff0c\u627e\u5230\u300cFiles and versions\u300d\u4e26\u9ede\u5165\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2022\/1902-2.jpg\" width=\"1024\" height=\"768\" \/><br \/>\n\u25b2 \u5f9e\u9019\u908a\u53ef\u4ee5\u770b\u5230\u300c768-v-ema.ckpt\u300d\u5373\u70ba\u6700\u65b0\u7684\u6a21\u578b\u6a94\uff0c\u6a94\u6848\u5927\u5c0f\u70ba 5.21 GB\uff0c\u9ede\u4e00\u4e0b\u5c07\u5b83\u4e0b\u8f09\u4e0b\u4f86\u3002\u63a5\u8457\u5c07\u4ee5\u4e0b\u7684\u914d\u7f6e\u6587\u4ef6\u5b58\u6210\u540c\u6a23\u7684\u6a94\u540d+ .yaml \u526f\u6a94\u540d\uff0c\u5373\u300c768-v-ema.yaml\u300d\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<pre class=\"line-numbers\"><code class=\"language-yaml\">model:\r\n  base_learning_rate: 1.0e-4\r\n  target: ldm.models.diffusion.ddpm.LatentDiffusion\r\n  params:\r\n    parameterization: \"v\"\r\n    linear_start: 0.00085\r\n    linear_end: 0.0120\r\n    num_timesteps_cond: 1\r\n    log_every_t: 200\r\n    timesteps: 1000\r\n    first_stage_key: \"jpg\"\r\n    cond_stage_key: \"txt\"\r\n    image_size: 64\r\n    channels: 4\r\n    cond_stage_trainable: false\r\n    conditioning_key: crossattn\r\n    monitor: val\/loss_simple_ema\r\n    scale_factor: 0.18215\r\n    use_ema: False # we set this to false because this is an inference only config\r\n\r\n    unet_config:\r\n      target: ldm.modules.diffusionmodules.openaimodel.UNetModel\r\n      params:\r\n        use_checkpoint: True\r\n        use_fp16: True\r\n        image_size: 32 # unused\r\n        in_channels: 4\r\n        out_channels: 4\r\n        model_channels: 320\r\n        attention_resolutions: [ 4, 2, 1 ]\r\n        num_res_blocks: 2\r\n        channel_mult: [ 1, 2, 4, 4 ]\r\n        num_head_channels: 64 # need to fix for flash-attn\r\n        use_spatial_transformer: True\r\n        use_linear_in_transformer: True\r\n        transformer_depth: 1\r\n        context_dim: 1024\r\n        legacy: False\r\n\r\n    first_stage_config:\r\n      target: ldm.models.autoencoder.AutoencoderKL\r\n      params:\r\n        embed_dim: 4\r\n        monitor: val\/rec_loss\r\n        ddconfig:\r\n          #attn_type: \"vanilla-xformers\"\r\n          double_z: true\r\n          z_channels: 4\r\n          resolution: 256\r\n          in_channels: 3\r\n          out_ch: 3\r\n          ch: 128\r\n          ch_mult:\r\n          - 1\r\n          - 2\r\n          - 4\r\n          - 4\r\n          num_res_blocks: 2\r\n          attn_resolutions: []\r\n          dropout: 0.0\r\n        lossconfig:\r\n          target: torch.nn.Identity\r\n\r\n    cond_stage_config:\r\n      target: ldm.modules.encoders.modules.FrozenOpenCLIPEmbedder\r\n      params:\r\n        freeze: True\r\n        layer: \"penultimate\"<\/code><\/pre>\n<p>\u4f86\u6e90\uff1a<a href=\"https:\/\/raw.githubusercontent.com\/Stability-AI\/stablediffusion\/main\/configs\/stable-diffusion\/v2-inference-v.yaml\" target=\"_blank\" rel=\"noopener\">https:\/\/raw.githubusercontent.com\/Stability-AI\/stablediffusion\/main\/configs\/stable-diffusion\/v2-inference-v.yaml<\/a><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2022\/1902-3.jpg\" width=\"1024\" height=\"768\" \/><br \/>\n\u25b2 \u5c07\u5169\u500b\u6a94\u6848\u653e\u5165\u8edf\u9ad4\u6839\u76ee\u9304\u5f8c\u300cmodels\\Stable-diffusion\u300d\u8def\u5f91\u4e0b\uff0c\u4e26\u91cd\u65b0\u555f\u52d5\uff0c\u6253\u958b\u5f8c\u82e5\u5c1a\u672a\u9078\u64c7\u6a21\u578b\u6b0a\u91cd\u5b58\u6a94\u9ede\u300c768-v-ema.ckpt\u300d\u8acb\u8a18\u5f97\u9078\u597d\uff0c\u9996\u6b21\u8f09\u5165\u6a21\u578b\u9700\u8981\u4e0b\u8f09\u63a5\u8fd1 4 GB \u7684\u6a94\u6848\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2022\/1902-4.jpg\" width=\"1024\" height=\"768\" \/><br \/>\n\u25b2 OK\uff01\u6a21\u578b\u6210\u529f\u8f09\u5165\uff0c\u9019\u908a\u5c31\u53ef\u4ee5\u958b\u59cb\u8f38\u5165\u63d0\u8a5e\u3001\u53cd\u5411\u63d0\u8a5e\u3001\u758a\u4ee3\u6b65\u6578\u7b49\u53c3\u6578\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2022\/1902-5.jpg\" width=\"1024\" height=\"768\" \/><br \/>\n\u25b2 \u5148\u5728 1024 x 768 px \u4e0b\u8f38\u51fa\u5e7e\u5f35\u5716\u756b\u7576\u793a\u7bc4\u5427\uff01\u53cd\u5411\u63d0\u8a5e\u7686\u70ba (watermark:1.2)\u3002<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2022\/1902-6.jpg\" width=\"1024\" height=\"768\" \/><br \/>\n\u25b2 \u63d0\u8a5e\uff1aa futuristic city with a futuristic water feature and a futuristic sky background with a futuristic city and a futuristic moon<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2022\/1902-7.jpg\" width=\"1024\" height=\"768\" \/><br \/>\n\u25b2 \u63d0\u8a5e\uff1aa futuristic city with a lot of tall buildings and a lot of tall skyscrapers at night time with a bright sun in the sky<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2022\/1902-8.jpg\" width=\"1024\" height=\"768\" \/><br \/>\n\u25b2 \u63d0\u8a5e\uff1aa painting of a sunset with a mountain in the background and a body of water in the foreground, by Makoto Shinkai<br \/>\n<img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2022\/1902-9.jpg\" width=\"1024\" height=\"768\" \/><br \/>\n\u25b2 \u63d0\u8a5e\uff1aa cityscape with a very tall building in the middle of it at night time with a cloudy sky, by Makoto Shinkai<\/p>\n\n<div style=\"font-size: 0px; height: 0px; line-height: 0px; margin: 0; padding: 0; clear: both;\"><\/div>","protected":false},"excerpt":{"rendered":"<p>Stable Diffusion web UI \u662f\u57fa\u65bc Gradio \u7684\u700f\u89bd\u5668\u754c\u9762\uff0c\u7528\u65bc Stable Diffusion \u6a21\u578b\u7684\u5404\u7a2e\u61c9\u7528\uff0c\u5982\uff1a\u6587\u751f\u5716\u3001\u5716\u751f\u5716\u7b49\uff0c\u9069\u7528\u6240\u6709\u4ee5 Stable Diffu [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":13627,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[16,525,557],"tags":[553],"class_list":["post-13620","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-software-application","category-ai","category-ai-drawing","tag-stable-diffusion-web-ui"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Stable Diffusion web UI x Stable Diffusion 2.0\uff1a\u672c\u6a5f AI \u751f\u6210\u5404\u5f0f\u5404\u6a23\u7684\u5f71\u50cf - \u840c\u82bd\u7d9c\u5408\u5929\u5730 - \u840c\u82bd\u7db2\u9801<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/mnya.tw\/cc\/word\/1902.html\" \/>\n<meta property=\"og:locale\" content=\"zh_TW\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Stable Diffusion web UI x Stable Diffusion 2.0\uff1a\u672c\u6a5f AI \u751f\u6210\u5404\u5f0f\u5404\u6a23\u7684\u5f71\u50cf - \u840c\u82bd\u7d9c\u5408\u5929\u5730 - \u840c\u82bd\u7db2\u9801\" \/>\n<meta property=\"og:description\" content=\"Stable Diffusion web UI \u662f\u57fa\u65bc Gradio \u7684\u700f\u89bd\u5668\u754c\u9762\uff0c\u7528\u65bc Stable Diffusion \u6a21\u578b\u7684\u5404\u7a2e\u61c9\u7528\uff0c\u5982\uff1a\u6587\u751f\u5716\u3001\u5716\u751f\u5716\u7b49\uff0c\u9069\u7528\u6240\u6709\u4ee5 Stable Diffus [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/mnya.tw\/cc\/word\/1902.html\" \/>\n<meta property=\"og:site_name\" content=\"\u840c\u82bd\u7d9c\u5408\u5929\u5730\" \/>\n<meta property=\"article:published_time\" content=\"2022-11-28T11:46:57+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-02-11T17:51:32+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/mnya.tw\/cc\/wp-content\/uploads\/2022\/1902-6.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1024\" \/>\n\t<meta property=\"og:image:height\" content=\"768\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"\u840c\u82bd\u7ad9\u9577\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@https:\/\/x.com\/qwe987299\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005:\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u840c\u82bd\u7ad9\u9577\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9810\u4f30\u95b1\u8b80\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 \u5206\u9418\" \/>\n<script type=\"application\/ld+json\" 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