{"id":1853,"date":"2026-02-25T10:04:36","date_gmt":"2026-02-25T02:04:36","guid":{"rendered":"https:\/\/www.starverse-ai.com\/guide\/archives\/1853"},"modified":"2026-02-25T10:04:36","modified_gmt":"2026-02-25T02:04:36","slug":"token%e7%8b%82%e9%a3%99%e4%b8%8b%e7%9a%84ai%e7%bb%98%e7%94%bb%e6%95%91%e6%98%9f%ef%bc%9a%e6%98%9f%e5%ae%87%e6%99%ba%e7%ae%97%e4%b8%80%e9%94%ae%e5%87%ba%e5%9b%be%e5%ae%9e%e6%b5%8b%ef%bc%8c%e7%ac%94","status":"publish","type":"post","link":"https:\/\/www.starverse-ai.com\/guide\/archives\/1853","title":{"rendered":"Token\u72c2\u98d9\u4e0b\u7684AI\u7ed8\u753b\u6551\u661f\uff1a\u661f\u5b87\u667a\u7b97\u4e00\u952e\u51fa\u56fe\u5b9e\u6d4b\uff0c\u7b14\u8bb0\u672c\u7528\u6237\u4e5f\u80fd\u65e5\u4ea7\u5343\u5f20"},"content":{"rendered":"
\"Token\u72c2\u98d9\u4e0b\u7684AI\u7ed8\u753b\u6551\u661f\uff1a\u661f\u5b87\u667a\u7b97\u4e00\u952e\u51fa\u56fe\u5b9e\u6d4b\uff0c\u7b14\u8bb0\u672c\u7528\u6237\u4e5f\u80fd\u65e5\u4ea7\u5343\u5f20\"<\/figure>\n
\n

Token \u72c2\u98d9\u4e0b\u7684 AI \u7ed8\u753b\u6551\u661f\uff1a\u661f\u5b87\u667a\u7b97\u4e00\u952e\u51fa\u56fe\u5b9e\u6d4b\uff0c\u7b14\u8bb0\u672c\u7528\u6237\u4e5f\u80fd\u65e5\u4ea7\u5343\u5f20<\/p>\n<\/blockquote>\n

\u6625\u8282\u7ea2\u5305 + Agent \u70ed\u6f6e\uff0cToken \u6d88\u8017\u628a\u663e\u5b58\u903c\u5230\u5899\u89d2<\/h2>\n

\u521a\u8fc7\u6b63\u6708\uff0cOpenAI \u7684\u300c\u6625\u8282\u7ea2\u5305\u300d\u8fd8\u6ca1\u62c6\u5b8c\uff0c\u56fd\u5185\u5927\u6a21\u578b\u5382\u5546\u53c8\u96c6\u4f53\u653e\u51fa Agent \u63a5\u53e3\uff1a\u5199\u811a\u672c\u3001\u505a PPT\u3001\u751f\u6210\u6d77\u62a5\uff0c\u4e00\u6761\u9f99\u670d\u52a1\u76f4\u63a5\u628a Token \u9700\u6c42\u62c9\u6ee1\u3002AI \u7ed8\u753b\u8d5b\u9053\u66f4\u60e8\u2014\u2014Stable Diffusion XL 1.0 \u5355\u5f20 1024 px \u56fe\u5c31\u8981\u5403\u6389 6.4 GB \u663e\u5b58\uff0cComfyUI \u91cc\u8dd1\u4e2a 30 \u6b65\u91c7\u6837\uff0c24 GB \u7684 4090 \u77ac\u95f4\u53ea\u5269 2 GB \u7a7a\u4f59\u3002\u672c\u5730\u73a9\u5bb6\u4e00\u8fb9\u76ef\u7740\u300c\u7206\u663e\u5b58\u300d\u7684\u7ea2\u5b57\uff0c\u4e00\u8fb9\u5fc3\u75bc\u7535\u8d39\uff1a\u4e00\u5f20\u56fe 0.3 \u5ea6\u7535\uff0c\u8dd1 100 \u5f20\u5c31\u662f\u4e00\u676f\u661f\u5df4\u514b\u3002\u7b14\u8bb0\u672c\u7528\u6237\u66f4\u60e8\uff0cRTX 4060 8 GB \u8fde SD1.5 \u90fd\u5f97\u5f00\u4f4e\u5206\u8fa8\u7387\uff0c\u300c\u65e5\u4ea7\u5343\u5f20\u300d\u6210\u4e86\u5929\u65b9\u591c\u8c2d\u3002<\/p>\n

\u672c\u5730\u663e\u5361\u7684\u4e09\u5927\u7d27\u7b8d\u5492<\/h2>\n
    \n
  1. \u663e\u5b58\u4e0d\u8db3\uff1aSDXL \u5b98\u65b9\u63a8\u8350 16 GB \u8d77\u6b65\uff0c8 GB \u5361\u53ea\u80fd\u7f29\u56fe\u6216\u5f00 CPU offload\uff0c\u901f\u5ea6\u8170\u65a9\u3002 <\/li>\n
  2. \u9a71\u52a8\u6298\u817e\uff1aCUDA 12.2 \u4ee5\u4e0a\u624d\u652f\u6301 SDXL \u7684 Flash-Attention\uff0c\u8001\u9a71\u52a8\u76f4\u63a5\u9ed1\u5c4f\uff1b\u7b14\u8bb0\u672c\u5382\u5546\u9501\u529f\u8017\uff0cBIOS \u91cc\u4e00\u8c03\u5c31\u84dd\u5c4f\u3002 <\/li>\n
  3. \u529f\u8017\u7206\u70b8\uff1a\u6e38\u620f\u672c\u53cc\u70e4 230 W\uff0c\u5bbf\u820d\u9650\u7535\u95f8\u5206\u5206\u949f\u8df3\uff1b\u53f0\u5f0f\u673a 4090 \u5cf0\u503c 450 W\uff0c\u4e00\u4e2a\u6708\u7535\u8d39\u591f\u518d\u79df\u4e00\u5f20 4090\u3002<\/li>\n<\/ol>\n

    \u661f\u5b87\u667a\u7b97\uff1a\u628a 4090 \u642c\u5230\u4e91\u4e0a\uff0c5 \u5206\u949f\u641e\u5b9a\u751f\u4ea7\u73af\u5883<\/h2>\n

    \u661f\u5b87\u667a\u7b97\u628a\u300c\u663e\u5361\u7126\u8651\u300d\u6253\u5305\u6210\u4e91\u7aef\u7684\u300c\u5373\u5f00\u5373\u7528\u300d\u65b9\u6848\uff1a
    \n– \u5361\u591a<\/strong>\uff1aRTX 4090 \/ RTX 6000 Ada \/ A100 \u6d77\u91cf\u8282\u70b9\uff0c\u5355\u5361 24 GB\uff5e48 GB \u663e\u5b58\uff0cSDXL \u76f4\u63a5\u62c9\u6ee1 1024\u00d71024\u3002
    \n– \u955c\u50cf\u5168<\/strong>\uff1aComfyUI\u3001Stable Diffusion WebUI\u3001Fooocus\u3001InvokeAI \u5b98\u65b9\u7ef4\u62a4\u955c\u50cf\uff0c\u70b9\u4e00\u4e0b\u5373\u90e8\u7f72\uff0c0 \u4ee3\u7801\u3002
    \n– \u4e0d\u7ed1\u673a<\/strong>\uff1a\u4e91\u786c\u76d8\u3001\u4e91\u5b58\u50a8\u53cc\u901a\u9053\uff0c\u6a21\u578b\u653e A \u5b9e\u4f8b\uff0c\u51fa\u56fe\u5207 B \u5b9e\u4f8b\uff0c\u6570\u636e\u8ddf\u4eba\u4e0d\u8ddf\u673a\u3002
    \n– \u8ba1\u8d39\u7075<\/strong>\uff1a\u6309\u5c0f\u65f6\u3001\u6309\u5929\u3001\u5305\u6708\u4efb\u610f\u9009\uff0c4090 \u6700\u4f4e 1.9 \u5143\/\u5c0f\u65f6\uff0c\u5f00\u673a\u624d\u82b1\u94b1\uff0c\u5173\u673a\u5c31\u505c\u8868\u3002 <\/p>\n

    \u6ce8\u518c\u5c31\u9001 10 \u5143\u4f53\u9a8c\u91d1\uff0c\u521a\u597d\u8dd1 5 \u5c0f\u65f6 4090\uff0c\u80fd\u51fa 3000 \u5f20 512\u00d7512 \u56fe\uff0c\u5e73\u5747\u4e00\u5f20\u6210\u672c 0.003 \u5143\uff0c\u6bd4\u672c\u5730\u7535\u8d39\u4fbf\u5b9c\u4e24\u4e2a\u91cf\u7ea7\u3002<\/p>\n

    \u5b9e\u6d4b\uff1a512\u00d7512 batch-100\uff0c3 \u5206\u949f\u6536\u56fe\uff0c\u6210\u672c\u4e0d\u5230 8 \u6bdb\u94b1<\/h2>\n

    \u6d4b\u8bd5\u914d\u7f6e\uff1a
    \n– \u5b9e\u4f8b\uff1a\u661f\u5b87\u667a\u7b97 RTX 4090 24 GB \u8282\u70b9
    \n– \u955c\u50cf\uff1aComfyUI 2024.2 \u5b98\u65b9\u955c\u50cf\uff08\u5185\u7f6e SD1.5\u3001SDXL \u6a21\u578b\u5e93\uff09
    \n– \u53c2\u6570\uff1a512\u00d7512\u3001\u91c7\u6837 30 \u6b65\u3001DPM++ 2M Karras\u3001batch size 100 <\/p>\n

    \u6d41\u7a0b\uff1a
    \n1. \u767b\u5f55\u63a7\u5236\u53f0 \u2192 \u9009\u62e9\u300cComfyUI\u300d\u955c\u50cf \u2192 \u70b9\u51fb\u300c\u7acb\u5373\u521b\u5efa\u300d\u2192 2 \u5206\u949f\u5b9e\u4f8b\u542f\u52a8\u5b8c\u6210\uff1b
    \n2. \u6d4f\u89c8\u5668\u6253\u5f00 ComfyUI \u9875\u9762 \u2192 \u62d6\u62fd\u5b98\u65b9 workflow \u2192 \u52a0\u8f7d SD1.5 pruned \u6a21\u578b\uff1b
    \n3. \u8f93\u5165 prompt\u300ca cute dragon, fantasy, 4K, sharp focus\u300d\u2192 Queue Prompt\uff1b
    \n4. 100 \u5f20\u56fe 180 \u79d2\u8dd1\u5b8c\uff0c\u5355\u5f20 1.8 \u79d2\uff1b\u63a7\u5236\u53f0\u663e\u793a GPU \u5cf0\u503c\u529f\u8017 285 W\uff0c\u663e\u5b58\u5360\u7528 15.2 GB\u3002 <\/p>\n

    \u8ba1\u8d39\uff1a\u5b9e\u9645\u5f00\u673a 6 \u5206\u949f\uff0c\u6d88\u8017 0.19 \u5143\uff1b\u52a0\u4e0a 100 \u5f20\u56fe\u5b58\u50a8 0.6 GB\uff0c\u4e91\u5b58\u50a8 0.01 \u5143\/GB\/\u5929\uff0c\u5408\u8ba1 0.19 + 0.006 \u2248 0.196 \u5143\uff0c\u5e73\u5747\u5355\u5f20 0.002 \u5143\uff0c\u4e0d\u5230\u4e00\u5f20 A4 \u6253\u5370\u7eb8\u7684\u4ef7\u683c\u3002<\/p>\n

    \u8bbe\u8ba1\u5e08\u7684\u65b0\u516c\u5f0f\uff1a\u9884\u7b97 = \u521b\u610f \u00d7 \u65f6\u95f4\uff0c\u663e\u5361 = 0<\/h2>\n

    \u672c\u5730\u663e\u5361\u7684\u300c\u6c89\u6ca1\u6210\u672c\u300d\u5728\u661f\u5b87\u667a\u7b97\u88ab\u6539\u5199\u6210\u300c\u6309\u9700\u4ed8\u8d39\u300d\uff1a
    \n– \u5b66\u751f\u515a\uff1a\u6bd5\u4e1a\u8bbe\u8ba1\u8981\u505a 50 \u7ec4\u98ce\u683c\u5bf9\u6bd4\uff0c\u672c\u5730 3060 12 GB \u8dd1 3 \u5929\uff0c\u4e91\u4e0a 4090 3 \u5c0f\u65f6\u641e\u5b9a\uff0c\u7701\u4e0b\u7684 70 \u5c0f\u65f6\u8db3\u591f\u628a\u8bba\u6587\u518d\u6539\u4e24\u8f6e\u3002
    \n– \u5de5\u4f5c\u5ba4\uff1a\u7535\u5546\u6d77\u62a5\u65fa\u5b63\uff0c\u65e5\u5e38 2000 \u5f20\u56fe\uff0c\u672c\u5730\u5f97\u5907 4 \u5f20 4090\uff0c\u4e00\u6b21\u6027\u6295\u5165 6 \u4e07\uff1b\u661f\u5b87\u667a\u7b97\u6309\u5929\u79df 10 \u5361\uff0c\u4e00\u5468\u6210\u672c 2688 \u5143\uff0c\u73b0\u91d1\u6d41\u538b\u529b\u76f4\u63a5\u8170\u65a9\u3002
    \n– \u72ec\u7acb\u5f00\u53d1\u8005\uff1a\u8bad\u7ec3 LoRA 512\u00d7512 \u539f\u753b\u96c6\uff0c\u672c\u5730 4090 \u8bad\u7ec3 3 \u5c0f\u65f6\u663e\u5b58\u5360\u6ee1\uff0c\u4e91\u5b9e\u4f8b\u5f00 A100 40 GB\uff0c\u8bad\u7ec3\u65f6\u95f4\u7f29\u5230 38 \u5206\u949f\uff0c\u65e9\u4e00\u5929\u4e0a\u7ebf\u4f17\u7b79\uff0c\u65e9\u4e00\u5929\u56de\u6b3e\u3002<\/p>\n

    \u628a\u786c\u4ef6\u6298\u65e7\u3001\u7535\u8d39\u3001\u9a71\u52a8\u517c\u5bb9\u5168\u90e8\u5916\u5305\u7ed9\u4e91\u7aef\uff0c\u8bbe\u8ba1\u5e08\u552f\u4e00\u7684 KPI \u53ea\u5269\u300c\u597d\u521b\u610f\u300d\u3002\u661f\u5b87\u667a\u7b97\u7684\u6d77\u91cf\u6a21\u578b\u5e93\u4e0e\u6570\u636e\u96c6\u5df2\u5185\u7f6e 300+ \u5b98\u65b9\u793e\u533a LoRA\u30016000 \u4e07\u6761 LAION aesthetic \u6807\u7b7e\uff0c\u62d6\u62fd\u5373\u53ef\u5fae\u8c03\uff1b\u4e91\u786c\u76d8\u5feb\u7167\u652f\u6301\u4e00\u952e\u56de\u6eda\uff0c\u8bad\u7ec3\u5d29\u4e86\u4e5f\u80fd 30 \u79d2\u56de\u5230\u4e0a\u4e00\u4e2a\u7248\u672c\u3002\u663e\u5361\u4e0d\u518d\u662f\u95e8\u69db\uff0c\u9884\u7b97\u771f\u6b63\u82b1\u5728\u7075\u611f\u4e0a\u3002<\/p>\n

    \u5199\u5728\u6700\u540e<\/h2>\n

    Token \u8d8a\u5377\uff0c\u8d8a\u8981\u628a\u7b97\u529b\u53d8\u6210\u300c\u6c34\u7535\u300d\uff1a\u6253\u5f00\u5c31\u6709\uff0c\u5173\u4e86\u5c31\u4e0d\u82b1\u94b1\u3002\u661f\u5b87\u667a\u7b97\u628a 4090 \u505a\u6210\u300c\u5373\u629b\u578b\u300d\u751f\u4ea7\u529b\uff0c\u8ba9 8 GB \u8f7b\u8584\u672c\u4e5f\u80fd\u8dd1 SDXL\uff0c\u8ba9\u300c\u65e5\u4ea7\u5343\u5f20\u300d\u4e0d\u518d\u662f\u6897\uff0c\u800c\u662f\u53ef\u4ee5\u5199\u8fdb\u62a5\u4ef7\u5355\u7684\u5e38\u89c4\u4ea4\u4ed8\u80fd\u529b\u3002\u73b0\u5728\u6ce8\u518c\u5c31\u9001 10 \u5143\u4f53\u9a8c\u91d1\uff0c\u8dd1\u5b8c 100 \u5f20\u56fe\u8fd8\u6709\u4f59\u989d\u2014\u2014\u5148\u8585\u4e3a\u656c\uff0c\u521b\u610f\u522b\u505c\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

    Token \u72c2\u98d9\u4e0b\u7684 AI \u7ed8\u753b\u6551\u661f\uff1a\u661f\u5b87\u667a\u7b97\u4e00\u952e\u51fa\u56fe\u5b9e\u6d4b\uff0c…<\/p>\n","protected":false},"author":2,"featured_media":1852,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1853","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-zixun"],"views":101,"_links":{"self":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts\/1853","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/comments?post=1853"}],"version-history":[{"count":0,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts\/1853\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/media\/1852"}],"wp:attachment":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/media?parent=1853"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/categories?post=1853"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/tags?post=1853"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}