{"id":75707,"date":"2025-11-28T21:17:35","date_gmt":"2025-11-28T13:17:35","guid":{"rendered":"https:\/\/aicats.wiki\/2025\/11\/28\/75707.html"},"modified":"2025-11-29T14:48:49","modified_gmt":"2025-11-29T06:48:49","slug":"stable-diffusion-1-5-complete-analysis-a-must-understand-model-advantages-and-application-guide-for-ai-drawing-enthusiasts","status":"publish","type":"post","link":"https:\/\/aicats.wiki\/tw\/2025\/11\/28\/75707-html","title":{"rendered":"Stable Diffusion 1.5 Complete Analysis: A must-understand model advantages and application guide for AI drawing enthusiasts"},"content":{"rendered":"<p><strong><a href=\"https:\/\/aicats.wiki\/tw\/2025\/11\/22\/72452.html\/\" title=\"AI Mapping Tool Recommendation: Full Analysis of the Top 10 Best AI Drawing Platforms in 2025 (Comparison of Free and Paid Pros and Cons)\">Stable Diffusion<\/a> 1.5 (SD1.5) is a go-to tool for <a class=\"external\" href=\"https:\/\/aicats.wiki\/tw\/tag\/ai\" title=\"\u67e5\u770b\u8207 AI \u76f8\u95dc\u7684\u6587\u7ae0\" target=\"_blank\">AI<\/a> drawing creators with its open source, flexibility, and strong community. <\/strong> This paper systematically sorts out the latest progress and high-end practical strategies of SD1.5 from multiple dimensions such as model technology principles, hardware deployment, parameter settings, ecological support, hardware deployment, \uff1f experienced users quickly get started and create advanced creations. <strong>Includes hardware configuration recommendations, mainstream WebUI plug-in tools, model management specifications, advanced practical processes and core community resource navigation. <\/strong><\/p>\n\n<figure class=\"wp-block-image size-full is-resized\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1200\" height=\"648\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/11\/image-522.jpg\" alt=\"Stable Diffusion 1.5 Complete Analysis: A must-understand model advantages and application guide for AI drawing enthusiasts\" class=\"wp-image-75582\" style=\"width:1301px;height:auto\"\/><\/figure>\n\n<h2 class=\"wp-block-heading\">Stable Diffusion 1.5 model overview and technical progress<\/h2>\n\n<h3 class=\"wp-block-heading\">What is Stable Diffusion 1.5?<\/h3>\n\n<p><strong>Stable Diffusion 1.5 is an open-source diffusion generative model launched by Stability AI and LAION,<\/strong> using LDM architecture to empower AI drawing efficiently and with low thresholds.<\/p>\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>version<\/th><th>Key features:<\/th><th>Recommended video memory<\/th><th>Output size<\/th><th>Business authorization<\/th><\/tr><tr><td>1.4<\/td><td>Open source, community ecology<\/td><td>4GB<\/td><td>512\u00d7512<\/td><td>Commercial<\/td><\/tr><tr><td><strong>1.5<\/strong><\/td><td><strong>Diverse styles to optimize synthesis quality<\/strong><\/td><td><strong>4GB\/6GB<\/strong><\/td><td><strong>512\u00d7512 is better<\/strong><\/td><td><strong>Commercial<\/strong><\/td><\/tr><tr><td>2.1<\/td><td>Stronger text understanding<\/td><td>6GB+<\/td><td>512\u00d7512 and above<\/td><td>Commercial<\/td><\/tr><tr><td>SDXL series<\/td><td>High resolution<\/td><td>8-12GB<\/td><td>1024\u00d71024<\/td><td>Commercial<\/td><\/tr><\/tbody><\/table><\/figure>\n\n<p><strong>SD1.5 \u6709 become the mainstream for a long time with its diverse style and highly fine-tuned compatibility.<\/strong><\/p>\n\n<h3 class=\"wp-block-heading\">SD1.5 compared with similar AI models<\/h3>\n\n<p><strong>Opening source deployment, unlimited customization and rich community expansion<\/strong> make SD1.5 ahead of Midjourney, DALL\u00b7 E3 and other closed-source tools.<\/p>\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>model<\/th><th>Price<\/th><th>Whether it is open source or not<\/th><th>Deployable on-premises<\/th><th>Customization capabilities<\/th><th>Community resources<\/th><\/tr><tr><td>Midjourney<\/td><td>subscribe<\/td><td>not<\/td><td>not<\/td><td>low<\/td><td>Official\/Limited<\/td><\/tr><tr><td>DALL\u00b7 E 3<\/td><td>Pay<\/td><td>not<\/td><td>not<\/td><td>Extremely low<\/td><td>official<\/td><\/tr><tr><td><strong>SD1.5<\/strong><\/td><td><strong>Free\/donate<\/strong><\/td><td><strong>be<\/strong><\/td><td><strong>be<\/strong><\/td><td><strong>Extremely high<\/strong><\/td><td><strong>Abundance (Civitai, etc.)<\/strong><\/td><\/tr><tr><td>SDXL<\/td><td>gratis<\/td><td>be<\/td><td>be<\/td><td>high<\/td><td>Grow fast<\/td><\/tr><\/tbody><\/table><\/figure>\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1924\" height=\"1023\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/11\/image-523.png\" alt=\"GitHub open source page\" class=\"wp-image-75596\"\/><figcaption class=\"wp-element-caption\">Photo\/<a href=\"https:\/\/github.com\/Kameronski\/stable-diffusion-1.5\" title=\"\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >GitHub open source page<\/a><\/figcaption><\/figure>\n\n<p><strong>SD1.5 is the core of the secondary development of AI drawing ecology and LoRA and ControlNet standards.<\/strong><\/p>\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n<h2 class=\"wp-block-heading\">Stable Diffusion 1.5 hardware and software configuration requirements<\/h2>\n\n<h3 class=\"wp-block-heading\">Hardware configuration recommendation<\/h3>\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>demand<\/th><th>minimum<\/th><th>recommend<\/th><\/tr><tr><td>system<\/td><td>Win10\/11\/Linux<\/td><td>Windows 11<\/td><\/tr><tr><td>Graphics<\/td><td>NVIDIA 4GB<\/td><td>NVIDIA 8GB+<\/td><\/tr><tr><td>processor<\/td><td>Quad-core Intel\/AMD<\/td><td>6\/8 core<\/td><\/tr><tr><td>memory<\/td><td>8GB<\/td><td>16GB+<\/td><\/tr><tr><td>storage<\/td><td>10GB<\/td><td>SSD 20GB+<\/td><\/tr><\/tbody><\/table><\/figure>\n\n<p><strong>Highly recommended independent graphics card, NVIDIA (supports CUDA) is the best.<\/strong><\/p>\n\n<h3 class=\"wp-block-heading\">Software deployment recommendations<\/h3>\n\n<p><strong>For newbies, it is recommended to use the \u201cAkiba aaaki integration package\u201d or<\/strong> <a href=\"https:\/\/github.com\/AUTOMATIC1111\/stable-diffusion-webui\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >the AUTOMATIC1111 WebUI<\/a> <strong>one-click package:<\/strong><\/p>\n\n<ul class=\"wp-block-list\">\n<li>Unzip to the hard disk, double-click the main program, and the browser can access the http:\/\/127.0.0.1:7860\/ to operate the web.<br\/><figure class=\"wp-block-image\"><\/figure><\/li>\n\n\n\n<li>If you don&#039;t have local hardware, you can use mainstream cloud GPUs such as \u201cNimbus\u201d to easily deploy a large graphics card experience.<br\/><br\/><figure class=\"wp-block-image\"><\/figure><\/li>\n<\/ul>\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1928\" height=\"1025\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/11\/image-522.png\" alt=\"AUTOMATIC1111 WebUI one-click package\" class=\"wp-image-75591\"\/><figcaption class=\"wp-element-caption\">Picture\/<a href=\"https:\/\/github.com\/AUTOMATIC1111\/stable-diffusion-webui\" title=\"\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >AUTOMATIC1111 WebUI <strong>one-click package<\/strong><\/a><\/figcaption><\/figure>\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n<h2 class=\"wp-block-heading\">Detailed explanation of Stable Diffusion 1.5 core functions and parameters<\/h2>\n\n<h3 class=\"wp-block-heading\">Main interface and parameter logic<\/h3>\n\n<ol class=\"wp-block-list\">\n<li><strong>Prompt\/Negative Prompt:<\/strong> Describe expectations and avoidance elements.<\/li>\n\n\n\n<li><strong>Sampling method<\/strong>: affects different styles and fineness (Euler, DPM++, etc.).<\/li>\n\n\n\n<li><strong>Steps<\/strong>: Generally 20-40 steps, too much and small income.<\/li>\n\n\n\n<li><strong>Resolution<\/strong>: 512\u00d7512 mainstream, the bigger it is, the more you eat the graphics card.<\/li>\n\n\n\n<li><strong>High-resolution restoration (Hires. Fix):<\/strong> Helps to enlarge the details of the secondary enhancement.<\/li>\n<\/ol>\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>parameter<\/th><th>example<\/th><th>illustrate<\/th><\/tr><tr><td>Prompt<\/td><td>best quality, 8k, masterpiece, \u2026<\/td><td>The key description is that the power is high<\/td><\/tr><tr><td>NegativePrompt<\/td><td>bad-hands-5, watermark, blurry<\/td><td>Filter out bad details<\/td><\/tr><tr><td>Steps<\/td><td>20-30<\/td><td>Balance output quality<\/td><\/tr><tr><td>Sampler<\/td><td>Euler\/DPM++<\/td><td>Different styles are used differently<\/td><\/tr><tr><td>CFG Scale<\/td><td>7<\/td><td>Adjust prompt impact<\/td><\/tr><\/tbody><\/table><\/figure>\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n<h2 class=\"wp-block-heading\">Model Ecology and Advanced Application Guide<\/h2>\n\n<h3 class=\"wp-block-heading\">Model types and functions<\/h3>\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>type<\/th><th>function<\/th><th>folder<\/th><th>use<\/th><\/tr><tr><td>Checkpoint(CKPT)<\/td><td>Master model<\/td><td>models\/Stable-diffusion\/<\/td><td>Decide on the basic style<\/td><\/tr><tr><td>LoRA<\/td><td>Small volume style fine-tuning<\/td><td>models\/lora\/<\/td><td>Characters and styles are superimposed<\/td><\/tr><tr><td>VAE<\/td><td>Color enhancement<\/td><td>models\/VAE\/<\/td><td>Sharpness and transparency are improved<\/td><\/tr><\/tbody><\/table><\/figure>\n\n<ul class=\"wp-block-list\">\n<li><strong>LoRA model<\/strong>: Quick switching of some styles\/characters<\/li>\n\n\n\n<li><strong>VAE Module<\/strong>: Optimizes color and clarity<\/li>\n\n\n\n<li><strong>ControlNet and other plug-ins<\/strong>: lineart, pose, and composition control<\/li>\n<\/ul>\n\n<p>Mainstream resource download: <a href=\"https:\/\/civitai.com\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Civitai<\/a>, HuggingFace, OpenArt, etc.<\/p>\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1920\" height=\"1021\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/11\/image-469.jpg\" alt=\"Image\" class=\"wp-image-74175\"\/><figcaption class=\"wp-element-caption\">Figure\/<a href=\"https:\/\/civitai.com\/\" title=\"\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >model resource download platform<\/a><\/figcaption><\/figure>\n\n<h3 class=\"wp-block-heading\">WebUI tools and plugin ecosystem<\/h3>\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>tool<\/th><th>Key features:<\/th><th>peculiarity<\/th><th>Applicable people<\/th><\/tr><tr><td>AUTOMATIC1111<\/td><td>One-stop management and generation<\/td><td>Many plugins and continuous updates<\/td><td>Full level<\/td><\/tr><tr><td>sd-webui-aki-v4<\/td><td>Multilingual<\/td><td>Minimalist and worry-free<\/td><td>greenhorn<\/td><\/tr><tr><td>ComfyUI<\/td><td>Node workflows<\/td><td>Freedom to be highly customized<\/td><td>High<\/td><\/tr><\/tbody><\/table><\/figure>\n\n<ul class=\"wp-block-list\">\n<li><strong>Recommended plugins<\/strong>: ControlNet, Lora Block Weight, Tiled Diffusion\/VAE, etc.<\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">Practical advice on LoRA and model management<\/h3>\n\n<ul class=\"wp-block-list\">\n<li>Classification and naming, recording source parameters for easy reproducibility<\/li>\n\n\n\n<li>Multi-model weights can be mixed and calls are more flexible<\/li>\n\n\n\n<li>Make full use of the combination of Tag and weight<\/li>\n<\/ul>\n\n<h3 class=\"wp-block-heading\">Standard application process Step-by-step<\/h3>\n\n<ol class=\"wp-block-list\">\n<li><strong>Select the master model<\/strong><\/li>\n\n\n\n<li><strong>Overlay LoRA style<\/strong><\/li>\n\n\n\n<li><strong>Prompt design<\/strong>, suitable for sampling and step count<\/li>\n\n\n\n<li>Enable ControlNet when there is a reference image<\/li>\n\n\n\n<li>You can start a high-score repair<\/li>\n\n\n\n<li>Generate, adjust, and export in bulk<\/li>\n<\/ol>\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1914\" height=\"1020\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/11\/image-524.jpg\" alt=\"Zhihu advanced tutorial\" class=\"wp-image-75601\"\/><figcaption class=\"wp-element-caption\">Photo\/<a href=\"https:\/\/zhuanlan.zhihu.com\/p\/622238031\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Zhihu Advanced Tutorial<\/a><\/figcaption><\/figure>\n\n<p>Details can be found here<br\/><a href=\"https:\/\/zhuanlan.zhihu.com\/p\/622238031\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Zhihu advanced tutorial<\/a><\/p>\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n<h2 class=\"wp-block-heading\">Stable Diffusion 1.5 Usage Effects and Application Scenarios<\/h2>\n\n<h3 class=\"wp-block-heading\">Comparison of actual combat effects<\/h3>\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>Prompt Scene<\/th><th>SD1.5<\/th><th>FLUX\/majicMIX<\/th><\/tr><tr><td>Two-dimensional<\/td><td>Clear details and easy to customize<\/td><td>Full and true<\/td><\/tr><tr><td>photography<\/td><td>The realism is second only to the higher-order new model<\/td><td>FLUX is better than realism<\/td><\/tr><tr><td>Style transfer<\/td><td>The community LoRA is extremely rich<\/td><td>Compatibility needs to be tested<\/td><\/tr><\/tbody><\/table><\/figure>\n\n<p><strong>SD1.5 is suitable for custom creatives such as anime, illustrations, wallpapers, NSFW, etc.<\/strong><\/p>\n\n<h3 class=\"wp-block-heading\">List of typical application scenarios<\/h3>\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1929\" height=\"1019\" src=\"https:\/\/aicats.wiki\/wp-content\/uploads\/2025\/11\/image-524.png\" alt=\"A1111 Wiki\" class=\"wp-image-75609\"\/><figcaption class=\"wp-element-caption\">Photo\/<a href=\"https:\/\/github.com\/AUTOMATIC1111\/stable-diffusion-webui\/wiki\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >A1111 Wiki<\/a><\/figcaption><\/figure>\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><th>scenario<\/th><th>user<\/th><th>use<\/th><th>Recommended tools<\/th><\/tr><tr><td>Illustration creation<\/td><td>Illustrator<\/td><td>Characters, posters<\/td><td>SD1.5+LoRA+ControlNet<\/td><\/tr><tr><td>Product design<\/td><td>E-commerce\/new media<\/td><td>T-shirts, goods<\/td><td>SD1.5 + VAE + amplification plug-in<\/td><\/tr><tr><td>Architectural concept<\/td><td>Architecture\/3D design<\/td><td>Sketches, effect concepts<\/td><td>ControlNet+ComfyUI<\/td><\/tr><tr><td>Self-media<\/td><td>Self-media owner<\/td><td>Official account cover, short video picture<\/td><td>Bulk plug-in + Tag reference<\/td><\/tr><tr><td>NSFW<\/td><td>Adult creation<\/td><td>Multi-style, personalized<\/td><td>LoRA dedicated + high-level prompts<\/td><\/tr><\/tbody><\/table><\/figure>\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n<h2 class=\"wp-block-heading\">Continuously optimize and learn from community resources<\/h2>\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/civitai.com\/\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Civitai<\/a>: Maximum LoRA\/Model Station<\/li>\n\n\n\n<li><a href=\"https:\/\/github.com\/AUTOMATIC1111\/stable-diffusion-webui\/wiki\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >A1111 Wiki<\/a>: Deployment and plugin manual<\/li>\n\n\n\n<li><a href=\"https:\/\/zhuanlan.zhihu.com\/p\/622238031\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Zhihu detailed experience<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/space.bilibili.com\/12566101\" target=\"_blank\"  rel=\"nofollow noopener\"  class=\"external\" >Bilibili UP practical demonstration<\/a><\/li>\n<\/ul>\n\n<p><strong>Each generation of SD1.5 has given rise to new styles, LoRA innovations, and pushed the infinite possibilities of AI drawing.<\/strong><\/p>\n\n<p><strong>Embrace open-source AI, make reasonable use of plugins and massive model libraries,<\/strong> and let your inspiration soar with AI!<\/p>\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>Stable Diffusion 1.5 (SD1.5) is a go-to tool for AI dra [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_crsspst_to_aicatswiki":true,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[1832],"tags":[1833,2016,2018,2017],"content_visibility":[262],"class_list":["post-75707","post","type-post","status-publish","format-standard","hentry","category-ai-tool-platform","tag-ai","tag-ai-image-generation","tag-ai-image-generation-platform","tag-ai-image-generation-tool"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/posts\/75707","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/comments?post=75707"}],"version-history":[{"count":1,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/posts\/75707\/revisions"}],"predecessor-version":[{"id":75748,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/posts\/75707\/revisions\/75748"}],"wp:attachment":[{"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/media?parent=75707"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/categories?post=75707"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/tags?post=75707"},{"taxonomy":"content_visibility","embeddable":true,"href":"https:\/\/aicats.wiki\/tw\/wp-json\/wp\/v2\/content_visibility?post=75707"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}