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      "url": "https://www.v2ex.com/t/1101782", 
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      "content_html": "<a target=\"_blank\" href=\"https://huggingface.co/fofr/sdxl-emoji\" rel=\"nofollow noopener\">https://huggingface.co/fofr/sdxl-emoji</a><br /><br />\u53ef\u4ee5\u5728\u8fd9\u4e2a space \u91cc\u76f4\u63a5\u8bd5\u7528\uff1a<br /><br /><a target=\"_blank\" href=\"https://huggingface.co/spaces/feuer33/Apple_Memoji\" rel=\"nofollow noopener\">https://huggingface.co/spaces/feuer33/Apple_Memoji</a><br /><br />\u89e6\u53d1\u8bcd\u662f a TOK emoji of<br /><br />\u6bd4\u5982\u7528\u8fd9\u6837\u7684\u63d0\u793a\u8bcd\uff1a<br /><br />a TOK emoji of owl<br /><br />\u5f97\u5230\u7684\u7ed3\u679c\uff1a<br /><br /><a target=\"_blank\" href=\"/i/2u308JwB.webp\" rel=\"nofollow noopener\" target=\"_blank\" title=\"\u5728\u65b0\u7a97\u53e3\u6253\u5f00\u56fe\u7247 2u308JwB.webp\"><img src=\"//i.v2ex.co/2u308JwB.webp\" class=\"embedded_image\"></a><br /><br />\u4e5f\u53ef\u4ee5\u5728\u672c\u5730\u7528 gradio \u76f4\u63a5\u8dd1\u8d77\u6765\u3002", 
      "date_published": "2025-01-01T07:13:12+00:00", 
      "title": "\u4e00\u4e2a\u57fa\u4e8e SDXL \u7684\u53ef\u4ee5\u751f\u6210 Apple \u98ce\u683c emoji \u7684\u6a21\u578b", 
      "id": "https://www.v2ex.com/t/1101782"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/bskfz", 
        "name": "bskfz", 
        "avatar": "https://cdn.v2ex.com/avatar/648d/c19a/224208_large.png?m=1491154519"
      }, 
      "url": "https://www.v2ex.com/t/1089356", 
      "date_modified": "2025-01-02T06:56:03+00:00", 
      "content_html": "<p>\u8bf7\u95ee m3 16G \u80fd\u641e sd \u5417\uff1f\u4f1a\u4e0d\u4f1a\u8d85\u7ea7\u5361 sd \u7684 macos \u7248\u672c\u8ddf win \u6709\u533a\u522b\u5417\uff1f</p>\n", 
      "date_published": "2024-11-13T17:40:29+00:00", 
      "title": "macOS Stable Diffusion \uff1f", 
      "id": "https://www.v2ex.com/t/1089356"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/nan7", 
        "name": "nan7", 
        "avatar": "https://cdn.v2ex.com/avatar/0fd2/158e/674046_large.png?m=1717779206"
      }, 
      "url": "https://www.v2ex.com/t/1088049", 
      "date_modified": "2025-01-02T07:00:23+00:00", 
      "content_html": "<p><a href=\"https://sd.hanh.me/?__theme=dark\" rel=\"nofollow\">https://sd.hanh.me/?__theme=dark</a></p>\n<p>\u8f7b\u5ea6\u8bd5\u7528 o \u5927\u4f6c\u4eec\uff0c\u8bf7\u4e0d\u8981\u4fee\u6539\u4e00\u4e9b\u914d\u7f6e\u548c\u91cd\u542f ui</p>\n<p>\u8f7b\u5ea6\u70bc\u4e39\uff0c\u4f5b\u4f5b\u4f5b\u3002\u3002</p>\n", 
      "date_published": "2024-11-09T10:52:46+00:00", 
      "title": "Stable Diffusion \u81ea\u5efa\u5171\u4eab\u7ad9", 
      "id": "https://www.v2ex.com/t/1088049"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/zturns", 
        "name": "zturns", 
        "avatar": "https://cdn.v2ex.com/gravatar/c64bdab13743b587a8d1f18de3502b13?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1086117", 
      "date_modified": "2025-01-02T07:00:35+00:00", 
      "content_html": "<h2>\u76ee\u7684</h2>\n<p>\u4e3a\u4e86\u62c9\u70b9\u4eba\u5934\uff0c\u6bcf\u4f4d\u9080\u8bf7\u4eba\u548c\u88ab\u9080\u8bf7\u4eba\u90fd\u80fd\u83b7\u5f97 <strong>150 \u7535\u91cf</strong>\uff08\u7535\u91cf\u662f\u4f7f\u7528\u6a21\u578b\u7684\u57fa\u7840\uff09\u3002</p>\n<h3>\u652f\u6301\u7684\u6a21\u578b</h3>\n<ul>\n<li><strong>GPT-4o mini</strong>: 1 \u7535\u91cf = 1 \u6b21\u63d0\u95ee</li>\n<li><strong>Claude 3.5 Sonnet</strong>: 3 \u7535\u91cf = 1 \u6b21\u63d0\u95ee</li>\n<li><strong>GPT 4o</strong>: 4 \u7535\u91cf = 1 \u6b21\u63d0\u95ee</li>\n<li><strong>GPT 4</strong>: 20 \u7535\u91cf = 1 \u6b21\u63d0\u95ee</li>\n<li><strong>Stable Diffusion 3</strong>: 0 \u7535\u91cf = 1 \u6b21\u63d0\u95ee\uff08\u5c1d\u8bd5\u5176\u4ed6 prompt \u9700\u8981 2 \u7535\u91cf\uff09</li>\n<li><strong>Claude 3.5 3K Token</strong>: 0 \u7535\u91cf = 1 \u6b21\u63d0\u95ee</li>\n</ul>\n<h3>\u7279\u8272</h3>\n<ul>\n<li>\u652f\u6301\u79c1\u6709\u673a\u5668\u4eba\uff0c\u6dfb\u52a0 10 \u4e2a\u4ee5\u5185\u7684\u77e5\u8bc6\u5e93\uff0c\u9009\u62e9\u4e0d\u540c\u6a21\u578b\u9884\u8bbe Prompt \u3002</li>\n<li>\u6bcf\u6708\u9001\u9ad8\u7ea7\u6708\u5361\uff0c\u9ad8\u7ea7\u6708\u5361\u6bcf\u5929 210 \u7535\u91cf\uff0c\u4f4e\u4e8e 210 \u7535\u91cf\u6bcf\u5c0f\u65f6\u52a0 8 \u7535\u91cf\uff0c\u76f8\u5f53\u4e8e\u65e0\u9650\u7eed\u676f\u4e86\u3002</li>\n<li>\u9ad8\u7ea7\u6708\u5361\u2014\u2014&gt;app \u5546\u5e97\u2014\u2014&gt;\u5956\u52b1\u5151\u6362\u2014\u2014&gt;\u5f53\u524d\u8d5b\u5b63\u91cc\u9762\u9886\u53d6</li>\n<li>\u8fd8\u6709\u5176\u4ed6\u9ad8\u7ea7\u73a9\u6cd5\u9700\u8981\u81ea\u5df1\u7814\u7a76</li>\n</ul>\n<h3>\u6ce8\u610f\u4e8b\u9879</h3>\n<p>\u8fd9\u662f\u5e01\u5708\u7684\u7f51\u7ad9\uff0c\u79ef\u5206\u6bcf\u4e2a\u8d5b\u5b63\u53ef\u4ee5\u5151\u6362\u6210\u79ef\u5206\u3002\u4e0d\u8fc7\u73b0\u5728\u53ef\u80fd\u665a\u4e86\uff0c\u4e3b\u8981\u662f\u4e3a\u4e86\u767d\u5ad6 GPT \u3002</p>\n<p><a href=\"https://app.myshell.ai/invite/98b78e\" rel=\"nofollow\">\u70b9\u51fb\u8fd9\u91cc\u8bbf\u95ee myshell</a></p>\n", 
      "date_published": "2024-11-03T01:16:23+00:00", 
      "title": "\u5206\u4eab GPT-4o mini \u548c Stable Diffusion 3 \u7b49\u6a21\u578b\u767d\u5ad6\u7f51\u7ad9", 
      "id": "https://www.v2ex.com/t/1086117"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/DomenicCarter", 
        "name": "DomenicCarter", 
        "avatar": "https://cdn.v2ex.com/avatar/d04c/c1f4/653418_large.png?m=1730102835"
      }, 
      "url": "https://www.v2ex.com/t/1083886", 
      "date_modified": "2025-01-02T07:22:41+00:00", 
      "content_html": "<p>\u6700\u8fd1 SD3.5 \u53d1\u5e03\u4e86\uff0c\u62bd\u7a7a\u505a\u4e86\u4e2a\u5c0f\u7ad9<a href=\"https://sdimage.net/\" rel=\"nofollow\">SD Image</a>\uff0c\u514d\u8d39\u751f\u6210 SD3.5 \u56fe\u50cf\uff0c\u6b22\u8fce\u4f7f\u7528\u3002\uff08\u8fd8\u5728\u6301\u7eed\u5f00\u53d1\u4e2d\uff09\u7f51\u5740\uff1a<a href=\"https://sdimage.net/\" rel=\"nofollow\">https://sdimage.net/</a></p>\n<p>\u6b22\u8fce\u8bd5\u7528\uff0c\u53cd\u9988\u3002(\u4e4b\u524d\u514d\u8d39\u88ab\u9ed1\u5ba2\u6253\u4e86\uff0c\u4ea7\u751f\u4e86\u8f83\u9ad8\u8d26\u5355\uff0c\u8fd9\u4e2a\u52a0\u4e86\u9650\u5236\uff0c\u4e00\u4e2a\u4eba\u6bcf 1 \u5206\u949f\u53ea\u80fd\u751f\u6210\u4e00\u5f20\uff0c\u770b\u770b\u80fd\u4e0d\u80fd\u9632\u62a4\u4f4f\u54c8\u54c8)</p>\n", 
      "date_published": "2024-10-26T10:53:56+00:00", 
      "title": "\u521a\u5f00\u53d1\u4e86\u4e2a\u514d\u8d39\u4e0d\u9650\u6b21\u6570 Stable Diffusion 3.5 \u56fe\u7247\u751f\u6210\u5668", 
      "id": "https://www.v2ex.com/t/1083886"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/bairdhu", 
        "name": "bairdhu", 
        "avatar": "https://cdn.v2ex.com/avatar/8725/ade4/649575_large.png?m=1712030005"
      }, 
      "url": "https://www.v2ex.com/t/1083060", 
      "date_modified": "2025-01-02T07:22:46+00:00", 
      "content_html": "<p>\u7f51\u5740\uff1a <a href=\"https://stablediffusion35.org\" rel=\"nofollow\">https://stablediffusion35.org</a> \uff0c\u6b22\u8fce\u514d\u8d39\u4f53\u9a8c</p>\n", 
      "date_published": "2024-10-23T15:47:04+00:00", 
      "title": "\u505a\u4e86\u4e00\u4e2a AI \u56fe\u7247\u7ad9\uff0c\u6700\u8fd1\u6bd4\u8f83\u70ed\u7684 Stable Diffusion 3.5", 
      "id": "https://www.v2ex.com/t/1083060"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/tsja", 
        "name": "tsja", 
        "avatar": "https://cdn.v2ex.com/avatar/b58f/4505/570178_large.png?m=1772093736"
      }, 
      "url": "https://www.v2ex.com/t/1076911", 
      "date_modified": "2025-01-02T05:52:28+00:00", 
      "content_html": "<p>\u5de5\u4f5c\u4e0a\u8981\u505a AI \u751f\u56fe\u76f8\u5173\u7684, \u5177\u4f53\u662f\u505a\u5bb6\u88c5\u6548\u679c\u56fe\u751f\u6210.\n\u641c\u4e86\u4e0b\u76f8\u5173\u6559\u7a0b, \u6709 Stable Diffusion \u4ee5\u53ca Flux \u6a21\u578b, \u8fd8\u6709\u5f88\u591a\u63d2\u4ef6\u8981\u5b66\u4e60. \u4ee5\u53ca Stable Diffusion Web UI \u548c ComfyUI \u754c\u9762.</p>\n<p>\u8bf7\u95ee\u5404\u4f4d\u5927\u4f6c\u6709\u6ca1\u6709\u7cfb\u7edf\u5316\u7684\u5b66\u4e60\u8def\u7ebf, \u6216\u8005\u63a8\u8350\u7684\u8bfe\u7a0b\u4e0e\u8bb2\u5e08? \u611f\u8c22!</p>\n", 
      "date_published": "2024-09-29T11:29:03+00:00", 
      "title": "\u6c42 AI \u751f\u56fe\u6559\u7a0b\u63a8\u8350, \u4ee5\u53ca\u5b66\u4e60\u8def\u7ebf Stable Diffusion | Flux", 
      "id": "https://www.v2ex.com/t/1076911"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/tsja", 
        "name": "tsja", 
        "avatar": "https://cdn.v2ex.com/avatar/b58f/4505/570178_large.png?m=1772093736"
      }, 
      "url": "https://www.v2ex.com/t/1075587", 
      "date_modified": "2025-01-02T06:45:28+00:00", 
      "content_html": "<p>\u516c\u53f8\u8ba1\u5212\u4f7f\u7528 Stable Diffusion \u5b9e\u73b0 AI \u751f\u56fe\u529f\u80fd\uff0c\u4f46\u53d1\u73b0\u4e91\u670d\u52a1\u5668\u7684\u6210\u672c\u8f83\u9ad8\uff0c\u4e00\u5e74\u4e0b\u6765\u81f3\u5c11\u4e00\u4e07\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u4e2a\u4eba PC \u7684\u914d\u7f6e\u4f3c\u4e4e\u66f4\u5212\u7b97\u3002</p>\n<p>\u6211\u7684\u8bbe\u60f3\u662f\uff1a\u5f53\u670d\u52a1\u5668\u9700\u8981\u5904\u7406 AI \u751f\u6210\u56fe\u7247\u65f6\uff0c\u53ef\u4ee5\u5c06\u8ba1\u7b97\u4efb\u52a1\u8f6c\u4ea4\u7ed9\u672c\u5730 PC \uff0c\u751f\u6210\u5b8c\u6210\u540e\u518d\u5c06\u7ed3\u679c\u4e0a\u4f20\u81f3\u670d\u52a1\u5668\u3002\u60f3\u8bf7\u6559\u5927\u5bb6\uff0c\u8fd9\u79cd\u65b9\u6848\u662f\u5426\u53ef\u884c</p>\n<p>\u53e6\u5916\uff0c\u5982\u679c\u4f7f\u7528 32G/64G \u5185\u5b58\u7684 Mac \u6765\u5904\u7406 Stable Diffusion \u751f\u6210\u4efb\u52a1\uff0c\u5728\u751f\u56fe\u6027\u80fd\u4e0a\u76f8\u6bd4 PC \u6709\u4f18\u52bf\u5417?</p>\n<p>\u611f\u8c22\u5404\u4f4d\u5927\u4f6c\u7684\u5efa\u8bae\u548c\u6307\u5bfc\uff01</p>\n", 
      "date_published": "2024-09-25T02:01:24+00:00", 
      "title": "\u8d50\u6559: \u53ef\u5426\u901a\u8fc7\u672c\u5730 PC \u66ff\u4ee3\u4e91\u7aef\u5b9e\u73b0 Stable Diffusion \u751f\u56fe\uff0c\u964d\u4f4e\u672c\uff1f", 
      "id": "https://www.v2ex.com/t/1075587"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/kongbai1", 
        "name": "kongbai1", 
        "avatar": "https://cdn.v2ex.com/gravatar/40d6a980565332d19ae6ff362ebc5597?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1067132", 
      "date_modified": "2025-01-02T07:29:56+00:00", 
      "content_html": "<p>\u4ece\u6211\u81ea\u5df1\u7684\u4f53\u9a8c\u6765\u770b\uff0cFLUX1 \u6a21\u578b\u7b80\u76f4\u5f3a\u7684\u53ef\u6015\u3002\u5c24\u5176\u662f\u5bf9\u6587\u5b57\u7684\u63a7\u5236\u65b9\u9762\u3002\u73b0\u5728\u4f3c\u4e4e\u5df2\u7ecf\u5f00\u59cb\u6709\u4e00\u4e9b lora \u6a21\u578b\u505a\u8fd9\u65b9\u9762 \u7684\u5e94\u7528\u4e86\u3002\u6211\u81ea\u5df1\u4e5f\u8ddf\u98ce\u642d\u5efa\u4e86\u4e00\u4e2a\uff0c\u6b22\u8fce\u5927\u5bb6\u53bb\u4f53\u9a8c\uff1a</p>\n<p>\u7f51\u5740\uff1a <a href=\"https://flux1ai.net/\" rel=\"nofollow\">https://flux1ai.net/</a>   - FLUX.1 AI: Advanced Text-to-Image Generation Model</p>\n", 
      "date_published": "2024-08-23T00:12:15+00:00", 
      "title": "flux1 \u6a21\u578b\u6574\u4e2a\u4f53\u9a8c\u4e0b\u6765\uff0c\u611f\u89c9\u6bd4 Stable Diffusion \u548c Midjourney \u90fd\u5389\u5bb3-Flux1ai", 
      "id": "https://www.v2ex.com/t/1067132"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/sinex", 
        "name": "sinex", 
        "avatar": "https://cdn.v2ex.com/gravatar/fb832864b6477b9c935de817e3762dc9?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1066241", 
      "date_modified": "2025-01-02T07:22:35+00:00", 
      "content_html": "<h1>\u80cc\u666f</h1>\n<p>\u79bb\u7ebf AI \u56fe\u50cf\u751f\u6210\u5b89\u5353 APP \u5b9e\u9645\u4e0a\u6709\u4e0d\u5c11\u4e86\uff1a</p>\n<ul>\n<li><a href=\"https://github.com/ShiftHackZ/Stable-Diffusion-Android\" rel=\"nofollow\">Stable-Diffusion-Android</a></li>\n<li><a href=\"https://github.com/ZTMIDGO/Android-Stable-diffusion-ONNX\" rel=\"nofollow\">Android-Stable-diffusion-ONNX</a></li>\n<li><a href=\"https://github.com/EdVince/Stable-Diffusion-NCNN\" rel=\"nofollow\">Stable-Diffusion-NCNN</a></li>\n</ul>\n<p>\u4f46\u662f\u7531\u4e8e\u5355\u7eaf\u4f7f\u7528 CPU \u7684\u8bdd\uff0c\u6a21\u578b\u7684\u63a8\u7406\u901f\u5ea6\u662f\u975e\u5e38\u6162\u7684\u3002\u56e0\u6b64\uff0c\u6211\u5f00\u53d1\u4e86\u4e00\u4e2a\u80fd\u591f\u8c03\u7528\u9ad8\u901a NPU \u7684\u56fe\u50cf\u751f\u6210\u5b89\u5353 APP \uff0c\u80fd\u505a\u5230\u5728\u751f\u6210 512x512 \u56fe\u50cf\u65f6\u5728\u4e00\u79d2\u5de6\u53f3\u5b8c\u6210\u4e00\u6b21\u8fed\u4ee3\uff08\u751f\u6210\u4e00\u5f20\u56fe\u7247\u81f3\u5c11\u9700\u8981 20 \u6b21\u8fed\u4ee3\uff09\uff0c\u652f\u6301\u4ee5\u4e0b\u7684\u9ad8\u901a\u82af\u7247\uff1a</p>\n<p>6 Gen 1 \u3001780G \u3001778G \u30017 Gen 1 \u30017+ Gen 2 \u30017+ Gen 3 \u3001888 \u3001888+\u30018 Gen 1 \u30018+ Gen 1 \u30018 Gen 2 \u30018s Gen 3 \u30018 Gen 3</p>\n<h1>\u6f14\u793a\u89c6\u9891</h1>\n<p><a href=\"https://www.bilibili.com/video/BV1sdp9eyEWd/?share_source=copy_web&amp;vd_source=734a40101376c1c92cf06d77a214adfc\" rel=\"nofollow\"> [\u4e16\u754c\u4e0a\u6700\u5feb\u7684\u79bb\u7ebf\u56fe\u50cf\u751f\u6210 APP ] \uff08\u54d4\u54e9\u54d4\u54e9\uff09</a></p>\n<p>\u5728 8Gen2 \u82af\u7247\u4e0a\u4f7f\u7528 20 \u6b65\u751f\u6210\u56fe\u50cf\u53ea\u9700\u8981 30 \u79d2\uff0c8Gen3 \u751a\u81f3\u4f1a\u66f4\u5feb\u4e00\u4e9b\uff0c\u5f53\u7136\u66f4\u7cbe\u7f8e\u7684\u56fe\u50cf\u9700\u8981\u66f4\u591a\u7684\u6b65\u6570\u3002</p>\n<p><img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/0ifDaqV.jpeg\"/></p>\n<h1>\u4e0b\u8f7d\u5730\u5740</h1>\n<ul>\n<li><a href=\"https://play.google.com/store/apps/details?id=com.litediffusion\" rel=\"nofollow\">Google Play</a></li>\n<li><a href=\"https://apkcombo.com/litediffusion-ai-photography/com.litediffusion/\" rel=\"nofollow\">APKCombo</a>\uff08\u5982\u679c\u6ca1\u6709\u5b89\u88c5 Google Play \u7684\u5377\uff09</li>\n</ul>\n<h1>\u540e\u7eed\u8ba1\u5212</h1>\n<ul>\n<li>\u652f\u6301\u66f4\u591a\u6837\u5316\u7684 checkpoint \u6216\u8005 LoRA \uff0c\u800c\u4e0d\u4ec5\u9650\u4e8e\u5b98\u65b9\u539f\u7248\u6a21\u578b</li>\n<li>\u652f\u6301\u6279\u91cf\u751f\u6210\u548c\u540e\u53f0\u8fd0\u884c\uff0c\u65b9\u4fbf\u5c1d\u8bd5\u591a\u4e2a\u968f\u673a\u79cd\u5b50\u9009\u7247</li>\n</ul>\n", 
      "date_published": "2024-08-19T11:51:21+00:00", 
      "title": "\u5199\u4e86\u4e00\u4e2a\u76ee\u524d\u6700\u5feb\u7684\u79bb\u7ebf AI \u56fe\u50cf\u751f\u6210\u5b89\u5353 APP", 
      "id": "https://www.v2ex.com/t/1066241"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/LucasYang", 
        "name": "LucasYang", 
        "avatar": "https://cdn.v2ex.com/avatar/e65b/e16f/683827_large.png?m=1718176096"
      }, 
      "url": "https://www.v2ex.com/t/1062432", 
      "date_modified": "2025-01-02T07:28:47+00:00", 
      "content_html": "\u524d\u51e0\u5929\u65b0\u51fa\u4e86\u4e2a\u725b\u903c\u7684\u5f00\u6e90\u56fe\u50cf\u751f\u6210\u6a21\u578b\uff0c\u81ea\u5df1\u642d\u4e86\u4e2a\u5c0f\u7f51\u7ad9\uff0c\u6b22\u8fce\u611f\u5174\u8da3\u7684\u670b\u53cb\u8bd5\u73a9~<br /><br />\u4ee5\u4e0b\u4e3a\u6211\u53f8\u4f18\u79c0\u5458\u5de5 Claude 3.5 \u5bf9 FLUX.1 \u7684\u76f8\u5173\u4ecb\u7ecd<br /><br />FLUX.1 AI \u662f\u7531 Black Forest Labs \u5f00\u53d1\u7684\u5148\u8fdb\u6587\u672c\u5230\u56fe\u50cf\u751f\u6210\u6a21\u578b\u3002\u5b83\u63d0\u4f9b\u5353\u8d8a\u7684\u56fe\u50cf\u8d28\u91cf\u3001\u51c6\u786e\u7684\u63d0\u793a\u8bcd\u9075\u5faa\u548c\u591a\u6837\u7684\u98ce\u683c\u3002FLUX.1 AI \u64c5\u957f\u5c06\u8be6\u7ec6\u7684\u6587\u672c\u63cf\u8ff0\u8f6c\u5316\u4e3a\u9ad8\u8d28\u91cf\u3001\u591a\u6837\u5316\u548c\u590d\u6742\u7684\u56fe\u50cf,\u6db5\u76d6\u5404\u79cd\u98ce\u683c\u548c\u5bbd\u9ad8\u6bd4\u3002<br /><br />\u4e3b\u8981\u7279\u70b9:<br />    - \u5353\u8d8a\u7684\u89c6\u89c9\u8d28\u91cf: \u751f\u6210\u5177\u6709\u51fa\u8272\u7ec6\u8282\u548c\u6e05\u6670\u5ea6\u7684\u9876\u7ea7\u56fe\u50cf\u3002<br />    - \u7cbe\u786e\u7684\u63d0\u793a\u8bcd\u9075\u5faa: \u51c6\u786e\u5730\u5c06\u6587\u672c\u63d0\u793a\u8f6c\u5316\u4e3a\u5339\u914d\u7684\u89c6\u89c9\u8f93\u51fa\u3002<br />    - \u591a\u6837\u5316\u7684\u98ce\u683c: \u652f\u6301\u5e7f\u6cdb\u7684\u827a\u672f\u98ce\u683c,\u63d0\u4f9b\u521b\u4f5c\u7075\u6d3b\u6027\u3002<br />    - \u590d\u6742\u573a\u666f\u751f\u6210: \u521b\u5efa\u7cbe\u7ec6\u8be6\u5c3d\u7684\u573a\u666f,\u63a8\u52a8\u6587\u672c\u5230\u56fe\u50cf\u5408\u6210\u7684\u8fb9\u754c\u3002<br /><br />FLUX.1 AI \u63d0\u4f9b\u4e09\u79cd\u53d8\u4f53: FLUX.1 [pro]\u7528\u4e8e\u6700\u9ad8\u6027\u80fd, FLUX.1 [dev]\u7528\u4e8e\u975e\u5546\u4e1a\u5e94\u7528,\u4ee5\u53ca FLUX.1 [schnell]\u7528\u4e8e\u5feb\u901f\u672c\u5730\u5f00\u53d1\u3002\u65e0\u8bba\u60a8\u662f\u6570\u5b57\u827a\u672f\u5bb6\u3001UX \u8bbe\u8ba1\u5e08\u8fd8\u662f\u8425\u9500\u4e13\u4e1a\u4eba\u58eb,FLUX.1 AI \u90fd\u80fd\u4ee5\u524d\u6240\u672a\u6709\u7684\u51c6\u786e\u6027\u548c\u8d28\u91cf,\u4e3a\u60a8\u63d0\u4f9b\u5c06\u521b\u610f\u613f\u666f\u53d8\u4e3a\u73b0\u5b9e\u7684\u5de5\u5177\u3002<br /><br />\u4f53\u9a8c\u5730\u5740\uff1a <a target=\"_blank\" href=\"https://flux1ai.com/\" rel=\"nofollow noopener\">https://flux1ai.com/</a>", 
      "date_published": "2024-08-04T11:16:08+00:00", 
      "title": "\u636e\u8bf4\u662f\u6bd4 Stable Diffusion \u548c Midjourney \u90fd\u5389\u5bb3\u7684\u5f00\u6e90\u56fe\u50cf\u751f\u6210\u6a21\u578b \u2192 FLUX.1", 
      "id": "https://www.v2ex.com/t/1062432"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/elza", 
        "name": "elza", 
        "avatar": "https://cdn.v2ex.com/gravatar/54933f3ecb4183f6a6c001ca4793810f?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1061462", 
      "date_modified": "2025-01-02T06:55:06+00:00", 
      "content_html": "<p>\u53ef\u4ee5\u5bf9 Stable Diffusion \u751f\u6210\u7684\u4efb\u52a1\u8fdb\u884c\u7ba1\u7406\uff0c\u5e76\u4e14\u628a\u751f\u6210\u7684\u56fe\u7247\u8fdb\u884c\u672c\u5730\u6216\u8005\u4e91\u7aef\u5b58\u50a8\u3002</p>\n<h2>\u529f\u80fd</h2>\n<ul>\n<li>\u56fe\u7247\u5217\u8868\u7011\u5e03\u6d41\u5c55\u793a</li>\n<li>\u81ea\u52a8\u540c\u6b65 SD \u751f\u6210\u4efb\u52a1</li>\n<li>\u56fe\u7247\u672c\u5730\u6216\u8005\u4e91\u7aef\u5b58\u50a8</li>\n<li>\u53ef\u4ee5\u591a\u4e2a\u7528\u6237\u7edf\u4e00\u534f\u4f5c\uff0c\u5e76\u4e14\u751f\u6210\u7684\u56fe\u7247\u8fdb\u884c\u7edf\u4e00\u7ba1\u7406</li>\n<li>\u4efb\u52a1\u6570\u636e\u7edf\u8ba1\u5c55\u793a</li>\n</ul>\n<p>\u6b22\u8fce Star\uff1a <a href=\"https://github.com/tabelf/ai-gallery\" rel=\"nofollow\">https://github.com/tabelf/ai-gallery</a></p>\n<p>\u6709\u95ee\u9898\u6b22\u8fce\u63d0\u51fa\uff0c\u8fdb\u884c\u4ea4\u6d41\uff01</p>\n", 
      "date_published": "2024-07-31T05:52:02+00:00", 
      "title": "\u82b1\u8d39\u4e00\u4e2a\u6708\u65f6\u95f4\uff0c\u505a\u4e86\u4e00\u6b3e\u7ba1\u7406 Stable Diffusion \u7684\u5de5\u5177", 
      "id": "https://www.v2ex.com/t/1061462"
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    {
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        "name": "duwuyan", 
        "avatar": "https://cdn.v2ex.com/avatar/b2a4/4f59/319250_large.png?m=1749095732"
      }, 
      "url": "https://www.v2ex.com/t/1060651", 
      "date_modified": "2025-01-02T07:22:51+00:00", 
      "content_html": "\u7c7b\u4f3c\u8fd9\u6837\u7684<br /><a target=\"_blank\" href=\"https://i.imgur.com/39Mj4Hx.jpeg\" rel=\"nofollow noopener\" target=\"_blank\"><img src=\"https://i.imgur.com/39Mj4Hx.jpeg\" class=\"embedded_image\" rel=\"noreferrer\"></a><br /><br /><br />\u4e00\u5f20\u53ef\u4ee5\u51fa\u5230\u4e00\u74f6 \u6c34\u6eb6 c100 + \ud83d\ude0a\ud83e\uddd0", 
      "date_published": "2024-07-28T06:55:43+00:00", 
      "title": "\u6709\u507f\u6c42\u52a9 Stable Diffusion \u751f\u4ea7\u827a\u672f\u4e8c\u7ef4\u7801\u3002", 
      "id": "https://www.v2ex.com/t/1060651"
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    {
      "author": {
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        "name": "elza", 
        "avatar": "https://cdn.v2ex.com/gravatar/54933f3ecb4183f6a6c001ca4793810f?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1059248", 
      "date_modified": "2025-01-02T06:58:28+00:00", 
      "content_html": "<p>\u4ed3\u5e93\u5730\u5740\uff1a <a href=\"https://github.com/tabelf/ai-gallery\" rel=\"nofollow\">https://github.com/tabelf/ai-gallery</a></p>\n<h3>\u80cc\u666f\u4ecb\u7ecd</h3>\n   \u6700\u8fd1\u4e00\u76f4\u5728\u4f7f\u7528 Stable Diffusion \u5de5\u5177\u8fdb\u884c\u521b\u4f5c\uff0c\u6bcf\u5f53\u6211\u60f3\u8981\u627e\u5230\u56de\u4e4b\u524d\u751f\u6210\u7684\u67d0\u5f20\u56fe\u7247\u65f6\u8fdb\u884c\u53c2\u8003\u65f6\uff0c\u5374\u53d1\u73b0\u4e4b\u524d\u7684\u53c2\u6570\u90fd\u65e0\u6cd5\u627e\u5230\u3002\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c\u6211\u5f00\u53d1\u4e86\u4e00\u6b3e\u5168\u65b0\u7684\u63d2\u4ef6\uff0c\u4e13\u95e8\u7528\u4e8e\u81ea\u52a8\u540c\u6b65\u548c\u4fdd\u5b58\u60a8\u7684 Stable Diffusion \u521b\u4f5c\u3002\n<h3>\u4e3b\u8981\u529f\u80fd</h3>\n   \u81ea\u52a8\u540c\u6b65\u4f5c\u54c1\uff1a\u6bcf\u5f53\u4f60\u5728 SD \u4e2d\u8fdb\u884c\u751f\u6210\u7ed8\u753b\u65f6\uff0c\u63d2\u4ef6\u4f1a\u81ea\u52a8\u5c06\u5176\u56fe\u7247\u540c\u6b65\u5230\u5b58\u50a8\u670d\u52a1\u5668\uff0c\u786e\u4fdd\u6bcf\u4e2a\u4efb\u52a1\u90fd\u80fd\u5f97\u5230\u59a5\u5584\u4fdd\u5b58\u3002\n<p>\u4fdd\u7559\u751f\u6210\u53c2\u6570\uff1a\u63d2\u4ef6\u4e0d\u4ec5\u540c\u6b65\u60a8\u7684\u753b\u4f5c\uff0c\u8fd8\u4f1a\u8be6\u7ec6\u8bb0\u5f55\u6bcf\u6b21\u521b\u4f5c\u7684\u751f\u6210\u53c2\u6570\u3002\u65e0\u8bba\u662f\u8272\u5f69\u9009\u62e9\u3001\u7eb9\u7406\u8bbe\u7f6e\u8fd8\u662f\u5176\u4ed6\u5173\u952e\u7ec6\u8282\uff0c\u6240\u6709\u4fe1\u606f\u90fd\u5c06\u5b8c\u7f8e\u4fdd\u5b58\uff0c\u65b9\u4fbf\u60a8\u65e5\u540e\u56de\u987e\u548c\u518d\u521b\u4f5c\u3002</p>\n<p>\u7b80\u5316\u5de5\u4f5c\u6d41\u7a0b\uff1a\u4e0d\u518d\u9700\u8981\u624b\u52a8\u4e0a\u4f20\u548c\u8bb0\u5f55\u521b\u4f5c\u8fc7\u7a0b\u4e2d\u7684\u7ec6\u8282\u3002\u6211\u4eec\u7684\u63d2\u4ef6\u4e00\u952e\u641e\u5b9a\uff0c\u5e2e\u52a9\u60a8\u8282\u7701\u5b9d\u8d35\u65f6\u95f4\uff0c\u5c06\u66f4\u591a\u7cbe\u529b\u6295\u5165\u5230\u827a\u672f\u521b\u4f5c\u4e2d\u3002</p>\n<h3>\u4f18\u52bf</h3>\n   \u4fdd\u7559\u751f\u6210\u53c2\u6570\uff1a\u63d2\u4ef6\u4f1a\u8be6\u7ec6\u8bb0\u5f55\u6bcf\u6b21\u521b\u4f5c\u7684\u751f\u6210\u53c2\u6570\uff0c\u786e\u4fdd\u60a8\u53ef\u4ee5\u8f7b\u677e\u56de\u6eaf\u5e76\u8bc1\u660e\u6bcf\u4e2a\u4f5c\u54c1\u7684\u539f\u521b\u6027\u3002\u8fd9\u4e0d\u4ec5\u6709\u52a9\u4e8e\u4fdd\u62a4\u60a8\u7684\u77e5\u8bc6\u4ea7\u6743\uff0c\u9632\u6b62\u4fb5\u6743\uff0c\u4e5f\u786e\u4fdd\u60a8\u7684\u4f5c\u54c1\u4e0d\u4f1a\u88ab\u4ed6\u4eba\u8f7b\u6613\u590d\u5236\u3002\n<p>\u652f\u6301\u591a\u7528\u6237\uff1a\u6211\u4eec\u7684\u63d2\u4ef6\u4e0d\u4ec5\u652f\u6301\u4e2a\u4eba\u7528\u6237\uff0c\u8fd8\u63d0\u4f9b\u5f3a\u5927\u7684\u591a\u7528\u6237\u7ba1\u7406\u529f\u80fd\uff0c\u7279\u8bbe\u7ba1\u7406\u5458\u6743\u9650\u4fbf\u4e8e\u56e2\u961f\u7ba1\u7406\u548c\u76d1\u7763\uff0c\u901a\u8fc7\u6570\u636e\u6c47\u603b\u4e0e\u5206\u6790\u8f7b\u677e\u8ddf\u8e2a\u521b\u4f5c\u8fdb\u5ea6\u548c\u4f18\u5316\u8d44\u6e90\u5206\u914d\u3002</p>\n<p>\u968f\u65f6\u8bbf\u95ee\uff1a\u65e0\u8bba\u8eab\u5904\u4f55\u5730\uff0c\u53ea\u9700\u767b\u5f55\u60a8\u7684\u8d26\u6237\uff0c\u5c31\u80fd\u968f\u65f6\u8bbf\u95ee\u548c\u4e0b\u8f7d\u6240\u6709\u521b\u4f5c\u4f5c\u54c1\u548c\u8be6\u7ec6\u53c2\u6570\u4fe1\u606f\u3002</p>\n<p>\u597d\u4e86\uff0c\u7b80\u5355\u4ecb\u7ecd\u5b8c\u6bd5\uff0c\u8bf7\u60a8\u52a8\u52a8\u5c0f\u624b\u7ed9\u4e2a star \u5427\u3002</p>\n", 
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      "id": "https://www.v2ex.com/t/1059248"
    }, 
    {
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        "url": "https://www.v2ex.com/member/techhe", 
        "name": "techhe", 
        "avatar": "https://cdn.v2ex.com/gravatar/c08740e081c8fbf855045615b411943a?s=73&d=retro"
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      "url": "https://www.v2ex.com/t/1059090", 
      "date_modified": "2025-01-02T07:23:20+00:00", 
      "content_html": "<p>\u8bd5\u8fc7\u5f88\u591a\u79cd\u5927\u6a21\u578b\u5305\u62ec\u4e8c\u6b21\u539f\u4eba\u7269\uff0c\u90fd\u4f1a\u6709\u6982\u7387\u51fa\u88f8\u56fe\uff0c\u8fd9\u4e2a\u8981\u600e\u4e48\u907f\u514d\uff1f \u5927\u4f6c\u4eec\u6709\u7ecf\u9a8c\u5417\uff1f</p>\n", 
      "date_published": "2024-07-22T03:40:43+00:00", 
      "title": "Stable Diffusion \u5199\u5b9e\u4eba\u7269\u6a21\u578b\uff0c\u600e\u4e48\u8ba9\u4ed6\u4e0d\u51fa X \u56fe\uff1f", 
      "id": "https://www.v2ex.com/t/1059090"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/monsoonw", 
        "name": "monsoonw", 
        "avatar": "https://cdn.v2ex.com/gravatar/d4d7f64dc943e47fe40630128a241c10?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1052632", 
      "date_modified": "2025-01-02T06:36:10+00:00", 
      "content_html": "<p>\u505a\u4e86\u4e00\u4e2a\u7f51\u7ad9 SD \u63d0\u793a\u8bcd\u751f\u6210\u5de5\u5177\uff0c\u53ef\u4ee5\u5c06\u8f93\u5165\u7684 Stable diffusion \u63d0\u793a\u8bcd\u8fdb\u884c\u6269\u5c55\u3002\n<a href=\"https://stablediffusionpromptgenerator.net/\" rel=\"nofollow\">https://stablediffusionpromptgenerator.net/</a></p>\n", 
      "date_published": "2024-06-26T01:01:30+00:00", 
      "title": "\u505a\u4e86\u4e00\u4e2a Stable diffusion \u63d0\u793a\u8bcd\u751f\u6210\u5de5\u5177", 
      "id": "https://www.v2ex.com/t/1052632"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/leoli2024", 
        "name": "leoli2024", 
        "avatar": "https://cdn.v2ex.com/gravatar/a43c0f5f9cd5bb01929d3c0c778e669b?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1049074", 
      "date_modified": "2025-01-02T06:41:46+00:00", 
      "content_html": "<h1>Free Stable Diffusion 3 Online \u5de5\u5177\u4ecb\u7ecd</h1>\n<p>\u5404\u4f4d\u597d\uff0c\u665a\u4e0a\u7761\u524d\u521a\u597d\u770b\u5230\u6709\u7fa4\u53cb\u5206\u4eab\u4e86\u4e00\u4e2a Hugginface \u642d\u5efa\u7684 Stable Diffusion 3 \u7684\u5728\u7ebf\u4f53\u9a8c\u5de5\u5177\uff0c\u800c\u4e14\u63a8\u8350\u91c7\u7528 iframe \u7684\u65b9\u5f0f\uff0c\u8ba9\u5927\u5bb6\u53ef\u4ee5\u5feb\u901f\u4e0a\u7ebf Stable Diffusion 3 \u7684\u514d\u8d39\u4f53\u9a8c\u4ea7\u54c1\u3002\u6240\u4ee5\u7075\u673a\u4e00\u52a8\uff0c\u9a6c\u4e0a\u6ce8\u518c\u4e86\u57df\u540d\uff1astable-diffusion-3.online, \u5b8c\u6210\u4e86\u4e00\u4e2a\u514d\u8d39\u7684\u5728\u7ebf Stable Diffusion 3 \u4f53\u9a8c\u5de5\u5177\uff1a<a href=\"https://stable-diffusion-3.online\" rel=\"nofollow\">Free Stable Diffusion 3 Online</a>, \u6b22\u8fce\u5927\u5bb6\u514d\u8d39\u4f53\u9a8c\u4f7f\u7528\u3002</p>\n<h2>\u4ecb\u7ecd\u4e0b Stable Diffusion 3 \u7684\u4e00\u4e9b\u7279\u5f81</h2>\n<h3>1. \u9ad8\u7ea7\u56fe\u50cf\u751f\u6210</h3>\n<p>Free Stable Diffusion 3 Online \u57fa\u4e8e\u6700\u65b0\u7684 Stable Diffusion 3 \u6a21\u578b\uff0c\u80fd\u591f\u4ece\u6587\u672c\u63d0\u793a\u751f\u6210\u9ad8\u8d28\u91cf\u7684\u56fe\u50cf\u3002\u65e0\u8bba\u662f\u590d\u6742\u7684\u7a7a\u95f4\u5173\u7cfb\u3001\u6784\u56fe\u5143\u7d20\u3001\u52a8\u4f5c\u8fd8\u662f\u98ce\u683c\uff0c\u5b83\u90fd\u80fd\u51c6\u786e\u7406\u89e3\u5e76\u751f\u6210\u7b26\u5408\u8981\u6c42\u7684\u56fe\u50cf\u3002</p>\n<h3>2. \u7167\u7247\u7ea7\u771f\u5b9e\u611f</h3>\n<p>\u8be5\u5de5\u5177\u514b\u670d\u4e86\u624b\u90e8\u548c\u9762\u90e8\u5e38\u89c1\u7684\u4f2a\u5f71\u95ee\u9898\uff0c\u751f\u6210\u9ad8\u8d28\u91cf\u7684\u56fe\u50cf\uff0c\u65e0\u9700\u590d\u6742\u7684\u5de5\u4f5c\u6d41\u7a0b\u3002</p>\n<h3>3. \u6587\u672c\u751f\u6210</h3>\n<p>\u501f\u52a9\u6211\u4eec\u7684 Diffusion Transformer \u67b6\u6784\uff0cFree Stable Diffusion 3 Online \u5728\u751f\u6210\u6587\u672c\u65f6\u8fbe\u5230\u4e86\u524d\u6240\u672a\u6709\u7684\u6548\u679c\uff0c\u6ca1\u6709\u4f2a\u5f71\u548c\u62fc\u5199\u9519\u8bef\u3002</p>\n<h3>4. \u8d44\u6e90\u9ad8\u6548</h3>\n<p>\u7531\u4e8e\u5176\u4f4e\u663e\u5b58\u5360\u7528\uff0cFree Stable Diffusion 3 Online \u975e\u5e38\u9002\u5408\u5728\u6807\u51c6\u6d88\u8d39\u8005 GPU \u4e0a\u8fd0\u884c\u800c\u4e0d\u4f1a\u6027\u80fd\u4e0b\u964d\u3002</p>\n<h3>5. \u7cbe\u7ec6\u8c03\u6574</h3>\n<p>\u5b83\u80fd\u591f\u4ece\u5c0f\u6570\u636e\u96c6\u4e2d\u5438\u6536\u7ec6\u5fae\u7684\u7ec6\u8282\uff0c\u975e\u5e38\u9002\u5408\u5b9a\u5236\u5316\u9700\u6c42\u3002</p>\n<h2>\u4f7f\u7528\u65b9\u6cd5</h2>\n<ol>\n<li>\u8bbf\u95ee <a href=\"https://stable-diffusion-3.online/\" rel=\"nofollow\">Free Stable Diffusion 3 Online</a> \u7f51\u7ad9\u3002</li>\n<li>\u8f93\u5165\u60a8\u7684\u6587\u672c\u63d0\u793a\u3002</li>\n<li>\u751f\u6210\u5e76\u67e5\u770b\u9ad8\u8d28\u91cf\u7684\u56fe\u50cf\u3002</li>\n</ol>\n<h2>\u5b8c\u5168\u514d\u8d39</h2>\n<p>Free Stable Diffusion 3 Online \u5b8c\u5168\u514d\u8d39\u4f7f\u7528\u3002\u60a8\u53ef\u4ee5\u968f\u65f6\u8bbf\u95ee\u6211\u4eec\u7684\u5728\u7ebf\u5e73\u53f0\uff0c\u4f53\u9a8c\u6700\u5148\u8fdb\u7684\u6587\u672c\u751f\u6210\u56fe\u50cf\u6280\u672f\u3002</p>\n<p>\u6b22\u8fce\u5927\u5bb6\u7559\u8a00\u4ea4\u6d41\uff0c\u5e0c\u671b\u8fd9\u6b3e\u4ea7\u54c1\u53ef\u4ee5\u7ed9\u5927\u5bb6\u5e26\u6765 Stable Diffusion 3 \u7684\u4e50\u8da3\u3002</p>\n", 
      "date_published": "2024-06-12T17:40:33+00:00", 
      "title": "\u5206\u4eab\u4e00\u6b3e\u521a\u521a\u5bf9\u5916\u5f00\u653e\u7684\u5728\u7ebf\u7684\u514d\u8d39 Stable Diffusion 3 \u751f\u56fe\u5de5\u5177\u4ea7\u54c1", 
      "id": "https://www.v2ex.com/t/1049074"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/receyuki", 
        "name": "receyuki", 
        "avatar": "https://cdn.v2ex.com/avatar/60a6/2ade/247476_large.png?m=1716911946"
      }, 
      "url": "https://www.v2ex.com/t/1047499", 
      "date_modified": "2025-01-02T06:45:11+00:00", 
      "content_html": "<div>\n<h1>Stable Diffusion Prompt Reader v1.3.5</h1>\n<a href=\"https://github.com/receyuki/stable-diffusion-prompt-reader/releases/latest\" rel=\"nofollow\">\n<img alt=\"GitHub releases\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://img.shields.io/github/downloads/receyuki/stable-diffusion-prompt-reader/total\"/></a>\n<a href=\"https://github.com/receyuki/stable-diffusion-prompt-reader/blob/master/LICENSE\" rel=\"nofollow\">\n<img alt=\"GitHub\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://img.shields.io/github/license/receyuki/stable-diffusion-prompt-reader\"/></a>\n<a href=\"https://github.com/receyuki/stable-diffusion-prompt-reader/releases/latest\" rel=\"nofollow\">\n<img alt=\"GitHub release (latest by date)\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://img.shields.io/github/v/release/receyuki/stable-diffusion-prompt-reader\"/></a>\n<a href=\"https://pypi.org/project/sd-prompt-reader/\" rel=\"nofollow\">\n<img alt=\"PyPI\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://img.shields.io/pypi/v/sd-prompt-reader\"/></a>\n<img alt=\"platform\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://img.shields.io/badge/platform-windows%20%7C%20macos%20%7C%20linux-lightgrey\"/>\n<a href=\"https://github.com/receyuki/stable-diffusion-prompt-reader\" rel=\"nofollow\">\n<img alt=\"GitHub star\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://img.shields.io/github/stars/receyuki/stable-diffusion-prompt-reader\"/></a>\n<br/><br/>\n</div>\n\u4e00\u4e2a\u72ec\u7acb\u7684\u7b80\u6613 AI \u56fe\u7247 prompt \u67e5\u770b\u5668\uff0c\u7528\u4e8e\u5728\u4e0d\u4f9d\u8d56 webui \u7684\u60c5\u51b5\u4e0b\u63d0\u53d6\u7531 Stable Diffusion \u751f\u6210\u56fe\u7247\u5185\u5305\u542b\u7684 prompt  \n<p>\u4e0d\u9700\u8981\u4efb\u4f55\u989d\u5916\u73af\u5883 /\u547d\u4ee4\u884c /\u6d4f\u89c8\u5668\uff0c\u53cc\u51fb app \u628a\u56fe\u7247\u62d6\u5165\u5373\u53ef  </p>\n<p>\u6709\u4efb\u4f55\u5efa\u8bae\u6216\u8005\u4f7f\u7528\u95ee\u9898\u8bf7\u544a\u8bc9\u6211</p>\n<p><a href=\"https://github.com/receyuki/stable-diffusion-prompt-reader\" rel=\"nofollow\">Github Repo</a> | <a href=\"https://github.com/receyuki/stable-diffusion-prompt-reader/blob/master/README.zh-Hans.md\" rel=\"nofollow\">\u7b80\u4f53\u4e2d\u6587</a></p>\n<h2>\u4e00\u4e9b\u9898\u5916\u8bdd</h2>\n<p>\u524d\u4e00\u6bb5\u65f6\u95f4\u6709\u8bb8\u591a\u5185\u5bb9\u521b\u4f5c\u8005\u4e3b\u52a8\u7528\u4e0d\u540c\u8bed\u8a00\u64b0\u5199\u548c\u5236\u4f5c\u4ecb\u7ecd\u548c\u63a8\u5e7f\u76f8\u5173\u7684\u6587\u7ae0\u548c\u89c6\u9891\uff0c\u8bf4\u771f\u7684\u6211\u5f88\u9707\u64bc\u3002\u6700\u8fd1\u4e3b repo \u7684 stars \u4e5f\u5feb 1k \u4e86\uff0c\u5341\u5206\u611f\u8c22\u5927\u5bb6\u7684\u652f\u6301\u3002    </p>\n<p>\u6211\u5176\u5b9e\u5f88\u597d\u5947\u56fd\u5185\u7684\u6b63\u7ecf Stable Diffusion \u793e\u533a\u7a76\u7adf\u5728\u54ea\u513f\uff0c\u611f\u89c9\u6211\u80fd\u627e\u5230\u7684\u90a3\u4e9b\u5168\u90fd\u975e\u5e38\u5c01\u95ed\uff0c\u66f4\u65b0\u4e5f\u4e0d\u592a\u53ca\u65f6\u3002\u57fa\u672c\u5c31\u662f\u628a\u5916\u9762\u4e1c\u897f\u642c\u8fd0\u4e00\u4e0b\u505a\u4e2a\u6574\u5408\u5305\u5199\u4e2a\u6559\u7a0b\u4e4b\u7c7b\u7684\u3002\u800c\u4e14\u6750\u6599\u4e5f\u90fd\u662f A1111 \u76f8\u5173\u7684\uff0c\u5f88\u5c11\u6709 ComfyUI \u8fd9\u4e9b\u7684\u76f8\u5173\u7684\u4e1c\u897f\u3002\u5982\u679c\u6709\u7fa4\u6216\u8005\u793e\u533a\u5e73\u53f0\u8bf7\u52a1\u5fc5\u544a\u8bc9\u6211\uff0c\u975e\u5e38\u611f\u8c22\u3002  </p>\n<p>\u524d\u51e0\u4e2a\u7248\u672c\u90fd\u6ca1\u6709\u5728 V2EX \u53d1\u4e3b\u8981\u662f\u56e0\u4e3a\u4e2d\u6587\u7528\u6237\u6bd4\u8f83\u5c11\uff0c\u52a0\u4e0a\u6ca1\u6709\u6dfb\u52a0\u7279\u522b\u91cd\u8981\u7684\u65b0\u529f\u80fd\u3002\u5177\u4f53\u7684 changelog \u53ef\u4ee5\u770b<a href=\"https://github.com/receyuki/stable-diffusion-prompt-reader/releases\" rel=\"nofollow\">release</a> <del>\uff08\u867d\u7136\u6ca1\u5199\u4e2d\u6587\u7248\uff09</del> </p>\n<p>\u53e6\u5916\uff0c\u5927\u5bb6\u53ef\u80fd\u4e0d\u592a\u76f8\u4fe1\uff0c\u4f46\u8fd9\u4e2a GUI \u786e\u5b9e\u662f Tkinter \u5199\u7684\uff0c\u4e3a\u4e86\u80fd\u505a\u5230\u8fd9\u4e2a\u7f8e\u89c2\u5ea6\u6211\u771f\u7684\u5e9f\u4e86\u597d\u5927\u7684\u52b2\u3002\u4e3b\u8981\u7528\u4e86 CustomTkinter \uff0c\u90e8\u5206\u6a21\u5757\u81ea\u5df1\u9b54\u6539\u4e86\u4e00\u4e0b\u3002\u914d\u8272\u7528\u7684\u662f\u82f9\u679c\u7684 guideline \uff0c\u529f\u80fd\u56fe\u6807\u662f\u8c37\u6b4c\u7684 Material Symbols \uff0capp \u56fe\u6807\u662f\u7528 SD \u751f\u6210\u7684\u3002\u81f3\u4e8e\u4e3a\u4ec0\u4e48\u4e0d\u7528 Qt \u5199\uff0cqml \u5728\u6211\u7684 Mac \u4e0a\u4f1a\u6709\u8ff7\u4e4b bug \uff0c\u800c\u4e14\u51e0\u4e2a\u6253\u5305\u5de5\u5177\u4f5c\u8005\u5bf9 PySide \u7684\u652f\u6301\u6bd4\u8f83\u8fdf\u7f13 <del>\uff08\u63d0\u7684 issue \u7b49\u6211\u7528 Tkinter \u5199\u5b8c\u4e4b\u540e\u5168\u4fee\u590d\u4e86..\u611f\u89c9\u81ea\u5df1\u50cf\u4e2a\u6028\u79cd\uff09</del>\u3002\u6709\u5174\u8da3\u7684\u8bdd\u53ef\u4ee5\u770b\u4e00\u4e0b\u4ee3\u7801\uff0c\u4f46\u662f\u4e2a\u4eba\u5f3a\u70c8\u5efa\u8bae\u5343\u4e07\u522b\u7528 Tkinter \u5199\u4efb\u4f55\u4e1c\u897f\uff0c\u91cc\u9762\u5168\u662f\u5751\u3002</p>\n<p><img alt=\"Stable Diffusion Prompt Reader\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://github.com/receyuki/stable-diffusion-prompt-reader/raw/master/images/screenshot_v134.png\"/></p>\n<h2>\u91cd\u8981\u66f4\u65b0</h2>\n<ul>\n<li>SD Prompt Reader \u73b0\u5728\u53ef\u4f5c\u4e3a ComfyUI \u8282\u70b9\u4f7f\u7528\u3002\u67e5\u770b  <a href=\"https://github.com/receyuki/comfyui-prompt-reader-node\" rel=\"nofollow\">ComfyUI Prompt Reader Node</a> \u4e86\u89e3\u66f4\u591a\u4fe1\u606f\u3002</li>\n<li>\u4ece v1.3.5 \u5f00\u59cb\uff0c\u6bcf\u4e2a\u5e73\u53f0\u90fd\u6dfb\u52a0\u4e86\u547d\u4ee4\u884c\u5de5\u5177\uff0c\u5177\u4f53\u53ef\u4ee5\u770b<a href=\"https://github.com/receyuki/stable-diffusion-prompt-reader/blob/master/README.zh-Hans.md#%E5%91%BD%E4%BB%A4%E8%A1%8C\" rel=\"nofollow\">\u547d\u4ee4\u884c\u4ecb\u7ecd</a></li>\n</ul>\n<h2>\u529f\u80fd</h2>\n<ul>\n<li>\u652f\u6301 macOS \u3001Windows \u548c Linux</li>\n<li>\u63d0\u4f9b\u56fe\u5f62\u754c\u9762\u548c\u547d\u4ee4\u884c\u4e24\u79cd\u4ea4\u4e92\u65b9\u5f0f</li>\n<li>\u7b80\u5355\u7684\u62d6\u653e\u4ea4\u4e92</li>\n<li>\u590d\u5236 prompt \u5230\u526a\u8d34\u677f</li>\n<li>\u53bb\u9664\u56fe\u7247\u4e2d\u7684 prompt</li>\n<li>\u5bfc\u51fa prompt \u5230 txt \u6587\u4ef6</li>\n<li>\u7f16\u8f91\u6216\u5bfc\u5165 prompt \u5230\u56fe\u7247</li>\n<li>\u7ad6\u6392\u663e\u793a\u4ee5\u53ca\u6839\u636e\u5b57\u6bcd\u6392\u5e8f</li>\n<li>\u68c0\u6d4b\u751f\u6210\u5de5\u5177</li>\n<li>\u652f\u6301\u591a\u79cd\u683c\u5f0f</li>\n<li>\u652f\u6301\u7cfb\u7edf\u6df1\u8272\u548c\u6d45\u8272\u6a21\u5f0f</li>\n</ul>\n<h2>\u652f\u6301\u683c\u5f0f</h2>\n<table>\n<thead>\n<tr>\n<th>\u683c\u5f0f</th>\n<th>PNG</th>\n<th>JPEG</th>\n<th>WEBP</th>\n<th>TXT*</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td><a href=\"https://github.com/AUTOMATIC1111/stable-diffusion-webui\" rel=\"nofollow\">A1111's webUI</a></td>\n<td>\u2705</td>\n<td>\u2705</td>\n<td>\u2705</td>\n<td>\u2705</td>\n</tr>\n<tr>\n<td><a href=\"https://github.com/easydiffusion/easydiffusion\" rel=\"nofollow\">Easy Diffusion</a></td>\n<td>\u2705</td>\n<td>\u2705</td>\n<td>\u2705</td>\n<td></td>\n</tr>\n<tr>\n<td><a href=\"https://github.com/Stability-AI/StableSwarmUI\" rel=\"nofollow\">StableSwarmUI</a>*</td>\n<td>\u2705</td>\n<td>\u2705</td>\n<td></td>\n<td></td>\n</tr>\n<tr>\n<td><a href=\"https://github.com/Stability-AI/StableSwarmUI\" rel=\"nofollow\">StableSwarmUI (0.5.8-alpha \u4e4b\u524d\u7684\u7248\u672c)</a>*</td>\n<td>\u2705</td>\n<td>\u2705</td>\n<td></td>\n<td></td>\n</tr>\n<tr>\n<td><a href=\"https://github.com/MoonRide303/Fooocus-MRE\" rel=\"nofollow\">Fooocus-MRE</a>*</td>\n<td>\u2705</td>\n<td>\u2705</td>\n<td></td>\n<td></td>\n</tr>\n<tr>\n<td><a href=\"https://novelai.net/\" rel=\"nofollow\">NovelAI (stealth pnginfo)</a></td>\n<td>\u2705</td>\n<td></td>\n<td>\u2705</td>\n<td></td>\n</tr>\n<tr>\n<td><a href=\"https://novelai.net/\" rel=\"nofollow\">NovelAI (\u65e7\u7248)</a></td>\n<td>\u2705</td>\n<td></td>\n<td></td>\n<td></td>\n</tr>\n<tr>\n<td><a href=\"https://github.com/invoke-ai/InvokeAI\" rel=\"nofollow\">InvokeAI</a></td>\n<td>\u2705</td>\n<td></td>\n<td></td>\n<td></td>\n</tr>\n<tr>\n<td><a href=\"https://github.com/invoke-ai/InvokeAI\" rel=\"nofollow\">InvokeAI (2.3.5-post.2 \u4e4b\u524d\u7684\u7248\u672c)</a></td>\n<td>\u2705</td>\n<td></td>\n<td></td>\n<td></td>\n</tr>\n<tr>\n<td><a href=\"https://github.com/invoke-ai/InvokeAI\" rel=\"nofollow\">InvokeAI (1.15 \u4e4b\u524d\u7684\u7248\u672c)</a></td>\n<td>\u2705</td>\n<td></td>\n<td></td>\n<td></td>\n</tr>\n<tr>\n<td><a href=\"https://github.com/comfyanonymous/ComfyUI\" rel=\"nofollow\">ComfyUI</a>*</td>\n<td>\u2705</td>\n<td></td>\n<td></td>\n<td></td>\n</tr>\n<tr>\n<td><a href=\"https://drawthings.ai/\" rel=\"nofollow\">Draw Things</a></td>\n<td>\u2705</td>\n<td></td>\n<td></td>\n<td></td>\n</tr>\n<tr>\n<td>Naifu(4chan)</td>\n<td>\u2705</td>\n<td></td>\n<td></td>\n<td></td>\n</tr>\n</tbody></table><p>* \u89c1<a href=\"https://github.com/receyuki/stable-diffusion-prompt-reader/blob/master/README.zh-Hans.md#%E6%A0%BC%E5%BC%8F%E9%99%90%E5%88%B6\" rel=\"nofollow\">\u683c\u5f0f\u9650\u5236</a>.</p>\n<blockquote>\n<p>\u5982\u679c\u4f60\u4f7f\u7528\u7684\u5de5\u5177\u6216\u683c\u5f0f\u4e0d\u5728\u8fd9\u4e2a\u5217\u8868\u4e2d, \u8bf7\u5e2e\u52a9\u6211\u652f\u6301\u4f60\u7684\u683c\u5f0f: \u5c06\u4f60\u7684\u5de5\u5177\u751f\u6210\u7684\u539f\u59cb\u56fe\u7247\u6587\u4ef6\u4e0a\u4f20\u5230 issues, \u8c22\u8c22.</p>\n</blockquote>\n<blockquote>\n<p>\u5bf9\u4e8e ComfyUI \u7528\u6237\uff0cSD Prompt Reader \u73b0\u5728\u53ef\u4f5c\u4e3a ComfyUI \u8282\u70b9\u4f7f\u7528\u3002\n<a href=\"https://github.com/receyuki/comfyui-prompt-reader-node\" rel=\"nofollow\">ComfyUI Prompt Reader Node</a> \u662f\u672c\u9879\u76ee\u7684\u4e00\u4e2a\u5b50\u9879\u76ee\uff0c\u5efa\u8bae\u5728\u4f60\u7684\u5de5\u4f5c\u6d41\u7a0b\u4e2d\u5d4c\u5165\u5176\u4e2d\u7684 <a href=\"https://github.com/receyuki/comfyui-prompt-reader-node#prompt-saver-node--parameter-generator-node\" rel=\"nofollow\">Prompt Saver node</a> \u4ee5\u786e\u4fdd\u6700\u5927\u7684\u517c\u5bb9\u6027\u3002</p>\n</blockquote>\n<h2>\u4e0b\u8f7d</h2>\n<h3>Windows \u7528\u6237</h3>\n<p>\u4ece <a href=\"https://github.com/receyuki/stable-diffusion-prompt-reader/releases/latest\" rel=\"nofollow\">GitHub Releases</a> \u4e0b\u8f7d\u53ef\u6267\u884c\u6587\u4ef6</p>\n<h3>macOS \u7528\u6237</h3>\n<p>\u4ece <a href=\"https://github.com/receyuki/stable-diffusion-prompt-reader/releases/latest\" rel=\"nofollow\">GitHub Releases</a> \u4e0b\u8f7d\u53ef\u6267\u884c\u6587\u4ef6</p>\n<h4>\u901a\u8fc7 Homebrew Cask \u5b89\u88c5</h4>\n<p>\u4f60\u4e5f\u53ef\u4ee5\u901a\u8fc7 <a href=\"http://brew.sh/\" rel=\"nofollow\">Homebrew</a> cask \u5b89\u88c5 SD Prompt Reader.  </p>\n<pre><code class=\"language-bash\">brew install --no-quarantine receyuki/sd-prompt-reader/sd-prompt-reader\n</code></pre>\n<p>\u4f7f\u7528 <code>--no-quarantine</code> \u53c2\u6570\u662f\u56e0\u4e3a\u76ee\u524d SD Prompt Reader \u5e76\u672a\u7b7e\u540d, \u5177\u4f53\u539f\u56e0\u8bf7\u67e5\u770b<a href=\"https://github.com/receyuki/stable-diffusion-prompt-reader/blob/master/README.zh-Hans.md#sd-prompt-readerapp-%E5%B7%B2%E6%8D%9F%E5%9D%8F%E6%97%A0%E6%B3%95%E6%89%93%E5%BC%80%E6%82%A8%E5%BA%94%E8%AF%A5%E5%B0%86%E5%AE%83%E7%A7%BB%E5%88%B0%E5%BA%9F%E7%BA%B8%E7%AF%93\" rel=\"nofollow\">\u8fd9\u91cc</a></p>\n<h3><a href=\"https://github.com/receyuki/stable-diffusion-prompt-reader/blob/master/README.zh-Hans.md#linux-%E7%94%A8%E6%88%B7-%E4%B8%8D%E5%AE%9A%E6%9C%9F%E6%B5%8B%E8%AF%95\" rel=\"nofollow\">Linux \u7528\u6237 (\u4e0d\u5b9a\u671f\u6d4b\u8bd5)</a></h3>\n<h2>ComfyUI Prompt Reader Node</h2>\n<div>\n<a href=\"https://github.com/receyuki/comfyui-prompt-reader-node/blob/master/LICENSE\" rel=\"nofollow\">\n<img alt=\"GitHub\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://img.shields.io/github/license/receyuki/comfyui-prompt-reader-node\"/></a>\n<img alt=\"GitHub tag (with filter)\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://img.shields.io/github/v/tag/receyuki/comfyui-prompt-reader-node?label=node\"/>\n<a href=\"https://github.com/receyuki/stable-diffusion-prompt-reader\" rel=\"nofollow\">\n<img alt=\"GitHub tag (with filter)\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://img.shields.io/github/v/tag/receyuki/stable-diffusion-prompt-reader?label=core\"/></a>\n<a href=\"https://github.com/psf/black\" rel=\"nofollow\">\n<img alt=\"Code style: black\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://img.shields.io/badge/code%20style-black-000000.svg\"/></a>\n<a href=\"https://github.com/receyuki/comfyui-prompt-reader-node\" rel=\"nofollow\">\n<img alt=\"GitHub\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://img.shields.io/github/stars/receyuki/comfyui-prompt-reader-node\"/></a>\n<br/>\n</div>\n<p>\u8fd9\u662f SD Prompt Reader \u7684\u4e00\u4e2a\u5b50\u9879\u76ee\u3002\u5b83\u5e2e\u52a9\u4f60\u4ece SD Prompt Reader \u652f\u6301\u7684\u4efb\u4f55\u683c\u5f0f\u7684\u56fe\u50cf\u4e2d\u63d0\u53d6\u5143\u6570\u636e\uff0c\u5e76\u4fdd\u5b58\u5e26\u6709\u989d\u5916\u5143\u6570\u636e\u7684\u56fe\u50cf\uff0c\u4ee5\u786e\u4fdd\u4e0e Civitai \u7b49\u7f51\u7ad9\u4e0a\u7684\u5143\u6570\u636e\u68c0\u6d4b\u517c\u5bb9\u3002</p>\n<p><a href=\"https://github.com/receyuki/comfyui-prompt-reader-node\" rel=\"nofollow\">Github Repo</a></p>\n<p><img alt=\"Prompt Reader Node\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://github.com/receyuki/comfyui-prompt-reader-node/raw/main/images/screenshot_v130.png\"/></p>\n<h3>\u5b89\u88c5\u8bf4\u660e</h3>\n<h4>\u901a\u8fc7 <a href=\"https://github.com/ltdrdata/ComfyUI-Manager\" rel=\"nofollow\">ComfyUI Manager</a> \u5b89\u88c5\u548c\u66f4\u65b0\uff08\u63a8\u8350\uff09</h4>\n<p>\u5728 ComfyUI Manager \u4e2d\u641c\u7d22 <code>SD Prompt Reader</code> \u5e76\u5b89\u88c5\u3002</p>\n<h4>\u624b\u52a8\u5b89\u88c5</h4>\n<p>\u8bf7\u786e\u4fdd\u5728\u5b89\u88c5\u4e3b\u5e93\u7684\u540c\u65f6\u5b89\u88c5\u5b50\u6a21\u5757\u3002</p>\n<ol>\n<li><code>cd</code> \u5230 <code>custom_node</code> \u6587\u4ef6\u5939</li>\n<li>\nClone \u8fd9\u4e2a repo<pre><code class=\"language-shell\">git clone --recursive https://github.com/receyuki/comfyui-prompt-reader-node.git\n</code></pre>\n</li>\n<li>\n\u5b89\u88c5\u4f9d\u8d56<pre><code class=\"language-shell\">cd comfyui-prompt-reader-node\npip install -r requirements.txt\n</code></pre>\n</li>\n</ol>\n", 
      "date_published": "2024-06-06T13:45:06+00:00", 
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      "date_published": "2024-05-14T03:37:37+00:00", 
      "title": "\u8bf7\u6559\u4e00\u4e0b Stable Diffusion \u7684\u95ee\u9898", 
      "id": "https://www.v2ex.com/t/1040573"
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    {
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        "name": "zhousir5071", 
        "avatar": "https://cdn.v2ex.com/avatar/a76c/3636/625525_large.png?m=1707103954"
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      "url": "https://www.v2ex.com/t/1035945", 
      "date_modified": "2025-01-02T05:52:42+00:00", 
      "content_html": "<p>\u6211\u4eec\u505a\u7535\u5546\u7684\uff0c\u9700\u8981\u6a21\u7279\u56fe\uff0c\u573a\u666f\u56fe\uff0c\u542c\u8bf4 Stable Diffusion \u5f88\u597d\uff0c\u4f46\u662f\u81ea\u5df1\u642d\u5efa\u548c\u5b66\u4e60\u6210\u672c\u90fd\u975e\u5e38\u9ad8\u3002</p>\n<p>\u4e8e\u662f\u6211\u5c31\u5728\u60f3\uff1a\n\u6709\u6ca1\u6709\u5c0f\u767d\u90fd\u80fd\u4e0a\u624b\u4f7f\u7528\u7684 Stable Diffusion \u5728\u7ebf\u751f\u6210\u5668\uff0c\u5c24\u5176\u652f\u6301\u56fe\u751f\u56fe\uff0c\u50cf\u7d20\u9ad8\u3002\u6211\u4eec\u613f\u610f\u4ed8\u8d39</p>\n", 
      "date_published": "2024-04-26T08:07:30+00:00", 
      "title": "\u5c0f\u767d\u90fd\u80fd\u4e0a\u624b\u7684 Stable Diffusion \u5728\u7ebf\u751f\u6210\u5668\uff0c\u6709\u6ca1\u6709\uff1f", 
      "id": "https://www.v2ex.com/t/1035945"
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      "url": "https://www.v2ex.com/t/1030888", 
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      "content_html": "<p>\u624b\u4e0a\u7684 m1 MacBook Air \u73a9\u7740\u592a\u7d2f\u4e86\uff0c\u60f3\u6536\u4e2a\u6574\u673a\u73a9\u4e0b stable diffusion \u3002// \u987a\u4fbf\u73a9\u73a9\u6e38\u620f\ud83d\ude0f\uff1b</p>\n<p>\u5750\u6807\u6df1\u5733\u5b9d\u5b89\uff0c\u9884\u7b97 6.5K \uff0c\u4e0d\u5e26\u663e\u793a\u5668\uff1b\u53ef\u4ee5\u81ea\u63d0\uff0c\u6709\u5144\u5f1f\u53ea\u6709\u677f U \uff0c\u663e\u5361\uff08\u663e\u5b58\u8d8a\u5927\u8d8a\u597d\uff09\u5355\u51fa\u7684\u8bdd\uff0c\u4e5f\u53ef\u4ee5\u8ddf\u6211\u8054\u7cfb\uff1b</p>\n<p>\u5f20\u5c0f\u9f99\uff1aY2hhdmluMTk5Mg==</p>\n", 
      "date_published": "2024-04-09T02:51:50+00:00", 
      "title": "\u60f3\u7814\u7a76\u4e0b stable diffusion\uff0c\u6536\u4e00\u53f0 Windows \u6574\u673a", 
      "id": "https://www.v2ex.com/t/1030888"
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        "url": "https://www.v2ex.com/member/llsongll", 
        "name": "llsongll", 
        "avatar": "https://cdn.v2ex.com/gravatar/00ec791472713a1e289dbb35fc27dd4f?s=73&d=retro"
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      "url": "https://www.v2ex.com/t/1027443", 
      "date_modified": "2025-01-02T07:01:30+00:00", 
      "content_html": "<p>\u516c\u53f8\u7684\u7535\u8111\uff0c1 \u4e07\u4ee5\u5185\u3002</p>\n<p>\u4e3b\u8981\u662f\u8bbe\u8ba1\uff0cps \uff0cai \uff0c\u548c stable diffusion</p>\n<p>\u8981\u6c42:</p>\n<p>\u663e\u5361\uff1a\u4e0d\u77e5\u9053\uff0c\u60f3\u5c3d\u91cf\u591a\u70b9\u9884\u7b97\u7ed9\u663e\u5361</p>\n<p>\u5185\u5b58:32g</p>\n<p>\u786c\u76d8:1t</p>\n<p>\u5176\u4ed6\u7684\u90fd\u4e0d\u61c2\u3002\u3002\u3002</p>\n", 
      "date_published": "2024-03-27T06:13:48+00:00", 
      "title": "\u6c42\u5404\u4f4d\u5927\u4f6c\uff0c\u63a8\u8350\u4e2a ai \u7ed8\u753b\u7684\u7535\u8111\u914d\u7f6e", 
      "id": "https://www.v2ex.com/t/1027443"
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    {
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        "url": "https://www.v2ex.com/member/abcbuzhiming", 
        "name": "abcbuzhiming", 
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      "date_published": "2023-10-24T16:24:09+00:00", 
      "title": "\u539f\u521b\uff1a\u65d7\u8230\u6e38\u620f\u663e\u5361(980Ti,1080Ti,TiTan V,2080Ti,3090,4090)\uff0c AI \u753b\u56fe stable diffusion)\u548c\u5927\u6a21\u578b(chatglm2-6b)\u63a8\u7406\u6027\u80fd\u6a2a\u8bc4", 
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      "url": "https://www.v2ex.com/t/982865", 
      "date_modified": "2025-01-02T06:48:53+00:00", 
      "content_html": "<p>\u672c\u4eba\u7b2c\u4e00\u4e2a\u6b63\u5f0f\u5f00\u6e90\u9879\u76ee\uff0c\u6b22\u8fce\u5927\u5bb6\u5173\u6ce8\uff01\u805a\u7126\u4e8e\u63a8\u7406\u4f18\u5316\u9886\u57df\uff0c\u5e0c\u671b\u80fd\u5e2e\u52a9\u5230\u6709\u76f8\u5173\u6a21\u578b\u63a8\u7406\u52a0\u901f\u9700\u6c42\u7684\u670b\u53cb\uff0c\u6216\u8005\u5e0c\u671b\u5b66\u4e60\u8fd9\u65b9\u9762\u77e5\u8bc6\u7684\u670b\u53cb\u3002</p>\n<p><a href=\"https://github.com/chengzeyi/stable-fast\" rel=\"nofollow\">\u9879\u76ee\u4e3b\u9875</a></p>\n<h1>\u8fd9\u662f\u4ec0\u4e48\uff1f</h1>\n<p><a href=\"https://github.com/chengzeyi/stable-fast\" rel=\"nofollow\">stable-fast</a> \u662f\u4e00\u4e2a\u4e3a <strong>HuggingFace Diffusers</strong> \u5728 <strong>NVIDIA GPUs</strong> \u4e0a\u7684\u8d85\u8f7b\u91cf\u7ea7\u63a8\u7406\u4f18\u5316\u5e93\u3002\n<code>stable-fast</code> \u901a\u8fc7\u5229\u7528\u4e00\u4e9b\u5173\u952e\u6280\u672f\u548c\u7279\u6027\u63d0\u4f9b\u8d85\u5feb\u7684\u63a8\u7406\u4f18\u5316\uff1a</p>\n<ul>\n<li>__CUDNN \u5377\u79ef\u878d\u5408__\uff1a<code>stable-fast</code> \u4e3a\u5404\u79cd\u7ec4\u5408\u7684 <code>Conv + Bias + Add + Act</code> \u8ba1\u7b97\u6a21\u5f0f\u5b9e\u73b0\u4e86\u4e00\u7cfb\u5217\u529f\u80fd\u9f50\u5168\u4e14\u5b8c\u5168\u517c\u5bb9\u7684 CUDNN \u5377\u79ef\u878d\u5408\u8fd0\u7b97\u7b26\u3002</li>\n<li>__\u4f4e\u7cbe\u5ea6 &amp; \u878d\u5408\u7684 GEMM__\uff1a<code>stable-fast</code> \u5b9e\u73b0\u4e86\u4e00\u7cfb\u5217\u4f7f\u7528 <code>fp16</code> \u7cbe\u5ea6\u7684\u878d\u5408 GEMM \u8fd0\u7b97\u7b26\uff0c\u8fd9\u6bd4 PyTorch \u7684\u9ed8\u8ba4\u8bbe\u7f6e\u66f4\u5feb\uff08\u4ee5 <code>fp16</code> \u8bfb\u53d6\u548c\u5199\u5165\uff0c\u4ee5 <code>fp32</code> \u8ba1\u7b97\uff09\u3002</li>\n<li>__NHWC &amp; \u878d\u5408\u7684 GroupNorm__\uff1a<code>stable-fast</code> \u4f7f\u7528 OpenAI \u7684<code>triton</code>\u5b9e\u73b0\u4e86\u9ad8\u5ea6\u4f18\u5316\u7684\u878d\u5408\u7684 NHWC <code>GroupNorm + GELU</code> \u8fd0\u7b97\u7b26\uff0c\u6d88\u9664\u4e86\u5185\u5b58\u683c\u5f0f\u6392\u5217\u8fd0\u7b97\u7b26\u7684\u9700\u8981\u3002</li>\n<li>__\u5b8c\u5168\u8ffd\u8e2a\u7684\u6a21\u578b__\uff1a<code>stable-fast</code> \u6539\u8fdb\u4e86 <code>torch.jit.trace</code> \u63a5\u53e3\uff0c\u4f7f\u5176\u66f4\u9002\u5408\u8ffd\u8e2a\u590d\u6742\u6a21\u578b\u3002\u51e0\u4e4e\u6bcf\u4e00\u90e8\u5206\u7684 <code>StableDiffusionPipeline</code> \u90fd\u53ef\u4ee5\u88ab\u8ffd\u8e2a\u5e76\u8f6c\u6362\u4e3a __TorchScript__\u3002\u5b83\u6bd4 <code>torch.compile</code> \u66f4\u7a33\u5b9a\uff0c\u5e76\u4e14\u6bd4 <code>torch.compile</code> \u7684 CPU \u5f00\u9500\u660e\u663e\u5c0f\uff0c\u5e76\u652f\u6301 <strong>ControlNet</strong> \u548c __LoRA__\u3002</li>\n<li>__CUDA Graph__\uff1a<code>stable-fast</code> \u53ef\u4ee5\u5c06 UNet \u7ed3\u6784\u6355\u83b7\u5230 CUDA Graph \u683c\u5f0f\uff0c\u5f53\u6279\u91cf\u5927\u5c0f\u5c0f\u65f6\u53ef\u4ee5\u51cf\u5c11 CPU \u5f00\u9500\u3002</li>\n<li>__\u878d\u5408\u7684\u591a\u5934\u6ce8\u610f\u529b__\uff1a<code>stable-fast</code> \u4ec5\u4ec5\u76f4\u63a5\u4f7f\u7528 xformers \u5e76\u4f7f\u5176\u4e0e <strong>TorchScript</strong> \u517c\u5bb9\u3002</li>\n</ul>\n<h1>\u4e0e\u5176\u4ed6\u52a0\u901f\u5e93\u7684\u5dee\u5f02</h1>\n<ul>\n<li>__\u5feb\u901f__\uff1a<code>stable-fast</code> \u662f\u4e13\u95e8\u4e3a <strong>HuggingFace Diffusers</strong> \u4f18\u5316\u7684\u3002\u5b83\u5728\u6240\u6709\u5e93\u4e2d\u90fd\u5b9e\u73b0\u4e86\u6700\u4f73\u6027\u80fd\u3002</li>\n<li>__\u7b80\u7ea6__\uff1a<code>stable-fast</code> \u4f5c\u4e3a <code>PyTorch</code> \u7684\u4e00\u4e2a\u63d2\u4ef6\u6846\u67b6\u5de5\u4f5c\u3002\u5b83\u5229\u7528\u73b0\u6709\u7684 <code>PyTorch</code> \u529f\u80fd\u548c\u57fa\u7840\u8bbe\u65bd\uff0c\u5e76\u4e0e\u5176\u4ed6\u52a0\u901f\u6280\u672f\u517c\u5bb9\uff0c\u4ee5\u53ca\u6d41\u884c\u7684\u5fae\u8c03\u6280\u672f\u548c\u90e8\u7f72\u89e3\u51b3\u65b9\u6848\u3002</li>\n</ul>\n<h1>\u6027\u80fd\u6bd4\u8f83</h1>\n<h2>A100 SXM 80GB (SD v1.5, 512x512, fp16)</h2>\n<table>\n<thead>\n<tr>\n<th>\u6846\u67b6</th>\n<th>\u6027\u80fd</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>Vanilla PyTorch</td>\n<td>23 it/s</td>\n</tr>\n<tr>\n<td>AITemplate</td>\n<td>44 it/s</td>\n</tr>\n<tr>\n<td>TensorRT</td>\n<td>52 it/s</td>\n</tr>\n<tr>\n<td>OneFlow</td>\n<td>55 it/s</td>\n</tr>\n<tr>\n<td><strong>Stable Fast (\u4e0e xformers &amp; triton \u5171\u540c\u5de5\u4f5c)</strong></td>\n<td><strong>60 it/s</strong></td>\n</tr>\n</tbody></table><h2>RTX 3090 Ti (SD v1.5, 512x512, fp16)</h2>\n<table>\n<thead>\n<tr>\n<th>\u6846\u67b6</th>\n<th>\u6027\u80fd</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>Vanilla PyTorch</td>\n<td>16 it/s</td>\n</tr>\n<tr>\n<td>AITemplate</td>\n<td>31 it/s</td>\n</tr>\n<tr>\n<td>TensorRT</td>\n<td>33 it/s</td>\n</tr>\n<tr>\n<td>OneFlow</td>\n<td>39 it/s</td>\n</tr>\n<tr>\n<td><strong>Stable Fast (\u4e0e xformers &amp; triton \u5171\u540c\u5de5\u4f5c)</strong></td>\n<td><strong>38 it/s</strong></td>\n</tr>\n</tbody></table>", 
      "date_published": "2023-10-17T10:26:22+00:00", 
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      "url": "https://www.v2ex.com/t/982324", 
      "date_modified": "2025-01-02T06:55:54+00:00", 
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      "url": "https://www.v2ex.com/t/979171", 
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      "content_html": "\u76ee\u524d N \u5e74\u524d\u7684 MBP \uff0c\u8dd1 SD \u751f\u6210\u4e00\u5f20\u56fe\u592a\u6162\u4e86\uff0c\u51c6\u5907\u5347\u7ea7\u3002\u4e0d\u77e5\u9053 SD \u5728 Mac \u4e0a\u8dd1\u56fe\u662f\u5403 GPU \u8fd8\u662f\u5403\u5185\u5b58\uff1f", 
      "date_published": "2023-10-06T03:22:43+00:00", 
      "title": "Mac \u8dd1 Stable Diffusion\uff0c\u9884\u7b97\u6709\u9650\u662f\u4e0a 38 \u6838 GPU\uff0c\u8fd8\u662f\u4e0a 64 GB \u5185\u5b58\uff1f", 
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