{"id":3273,"date":"2026-03-12T14:05:11","date_gmt":"2026-03-12T06:05:11","guid":{"rendered":"https:\/\/www.starverse-ai.com\/guide\/archives\/3273"},"modified":"2026-03-12T14:05:11","modified_gmt":"2026-03-12T06:05:11","slug":"openclaw%e7%88%86%e7%81%ab%e8%83%8c%e5%90%8e%e7%9a%84%e7%ae%97%e5%8a%9b%e6%9a%97%e6%88%98%ef%bc%9a%e6%98%9f%e5%ae%87%e6%99%ba%e7%ae%97%e5%b9%b3%e5%8f%b03%e6%ad%a5%e9%83%a8%e7%bd%b2%ef%bc%8c%e6%8e%a8","status":"publish","type":"post","link":"https:\/\/www.starverse-ai.com\/guide\/archives\/3273","title":{"rendered":"OpenClaw\u7206\u706b\u80cc\u540e\u7684\u7b97\u529b\u6697\u6218\uff1a\u661f\u5b87\u667a\u7b97\u5e73\u53f03\u6b65\u90e8\u7f72\uff0c\u63a8\u7406\u6210\u672c\u76f4\u964d45%"},"content":{"rendered":"
\"OpenClaw\u7206\u706b\u80cc\u540e\u7684\u7b97\u529b\u6697\u6218\uff1a\u661f\u5b87\u667a\u7b97\u5e73\u53f03\u6b65\u90e8\u7f72\uff0c\u63a8\u7406\u6210\u672c\u76f4\u964d45%\"<\/figure>\n

OpenClaw\u7206\u706b\u80cc\u540e\u7684\u7b97\u529b\u6697\u6218\uff1a\u661f\u5b87\u667a\u7b97\u5e73\u53f03\u6b65\u90e8\u7f72\uff0c\u63a8\u7406\u6210\u672c\u76f4\u964d45%<\/h1>\n

\u8fc7\u53bb\u4e00\u4e2a\u6708\uff0c\u5982\u679c\u4f60\u6ca1\u5728\u63a8\u7279\u6216\u5373\u523b\u5237\u5230\u201cAI \u517b\u9f99\u867e\u201d\uff0c\u5927\u6982\u7387\u4f1a\u88ab\u670b\u53cb\u8ffd\u95ee\u201cOpenClaw \u73a9\u4e86\u5417\u201d\u3002\u8fd9\u6b3e\u628a\u591a\u6a21\u6001 Agent \u5305\u88c5\u6210\u201c\u8d5b\u535a\u6c34\u4ea7\u201d\u7684\u521b\u610f\u5e94\u7528\uff0c\u4e0a\u7ebf 72 \u5c0f\u65f6\u63a8\u7406\u8bf7\u6c42\u98d9\u5347 18 \u500d\uff0c\u8fde\u5e26\u628a Hugging Face Trending \u699c\u5237\u6210\u4e86\u201c\u6c34\u65cf\u9986\u201d\u3002\u70ed\u95f9\u80cc\u540e\uff0c\u5374\u662f\u5f00\u53d1\u8005\u4eec\u96c6\u4f53\u6320\u5934\uff1a\u5cf0\u503c\u6d41\u91cf\u4e00\u6765\uff0cGPU \u8d26\u5355\u77ac\u95f4\u7ffb 3 \u500d\uff0c\u6bcf\u751f\u6210\u4e00\u53e5\u201c\u9f99\u867e\u8868\u60c5\u5305\u201d\u90fd\u5728\u70e7\u94b1\u3002\u884c\u4e1a\u5171\u8bc6\u968f\u4e4b\u8f6c\u5411\u2014\u2014\u63a8\u7406\u9636\u6bb5\u7b97\u529b\u91c7\u8d2d\u903b\u8f91\uff0c\u6b63\u4ece\u201c\u5cf0\u503c FLOPS\u201d\u8f6c\u5411\u201c\u6bcf\u5143\u541e\u5410\u91cf\u201d<\/strong>\u3002\u8c01\u80fd\u628a Token \u6210\u672c\u538b\u5230\u6700\u4f4e\uff0c\u8c01\u5c31\u80fd\u63a5\u4f4f\u4e0b\u4e00\u6ce2\u7206\u6b3e\u3002<\/p>\n

\u4ece\u201c\u5cf0\u503c\u201d\u5230\u201c\u6bcf\u5143\u201d\uff1a\u7b97\u529b\u91c7\u8d2d\u903b\u8f91\u53d8\u4e86<\/h2>\n

\u8bad\u7ec3\u65f6\u4ee3\uff0c\u5927\u5382\u62fc\u7684\u662f\u201c\u5806\u5361\u4e0a A100\/H100\uff0c\u5cf0\u503c\u7b97\u529b\u8d8a\u9ad8\u8d8a\u597d\u201d\uff1b\u63a8\u7406\u65f6\u4ee3\uff0c\u6d41\u91cf\u66f2\u7ebf\u50cf\u5fc3\u7535\u56fe\uff0c\u9ad8\u5cf0\u53ea\u51fa\u73b0 5%\uff0c\u5269\u4e0b 95% \u65f6\u95f4 GPU \u7a7a\u8f6c<\/strong>\u3002\u4e8e\u662f\u201c\u6bcf\u5143\u541e\u5410\u91cf\u201d\u6210\u4e3a\u65b0 KPI\uff1a\u540c\u6837 1 \u5143\u9884\u7b97\uff0c\u8c01\u80fd\u8dd1\u66f4\u591a Token\u3001\u5ef6\u8fdf\u66f4\u4f4e\uff0c\u8c01\u5c31\u8d62\u3002OpenClaw \u56e2\u961f\u900f\u9732\uff0c\u4ed6\u4eec\u66fe\u628a\u6a21\u578b\u642c\u5230 AWS g5.8xlarge\uff0c\u9ad8\u5cf0\u65f6\u6bb5 P99 \u5ef6\u8fdf 260 ms\uff0c\u8d26\u5355\u5374\u9ad8\u8fbe 2.3 \u7f8e\u5143\/\u5343\u6b21\u8bf7\u6c42\uff1b\u6362\u5230\u661f\u5b87\u667a\u7b97 GPU\u4e91\u4e3b\u673a<\/a> \u540e\uff0c\u5ef6\u8fdf\u538b\u5230 80 ms \u4ee5\u5185\uff0c\u5343\u6b21\u6210\u672c 1.27 \u5143\uff0c\u76f4\u964d 45%<\/strong>\u3002<\/p>\n

\u661f\u5b87\u667a\u7b97\uff1a\u56fd\u4ea7+\u82f1\u4f1f\u8fbe\u6df7\u5408\u6c60\uff0c\u81ea\u52a8\u8c03\u5ea6\u4f4e\u529f\u8017\u8282\u70b9<\/h2>\n

\u661f\u5b87\u667a\u7b97\u5e73\u53f0\u628a\u201c\u6bcf\u5143\u541e\u5410\u91cf\u201d\u505a\u6210\u53ef\u91cf\u5316\u7684\u4ea7\u54c1\u3002\u5e95\u5c42\u662f\u56fd\u4ea7+\u82f1\u4f1f\u8fbe\u6df7\u5408 GPU \u6c60<\/strong>\uff1a\u767d\u5929\u9ad8\u5e76\u53d1\u7528 RTX 4090\/3090 \u6253\u4e3b\u529b\uff0c\u51cc\u6668\u4f4e\u8c37\u81ea\u52a8\u628a\u975e urgent \u4efb\u52a1\u8fc1\u79fb\u5230\u56fd\u4ea7\u4f4e\u529f\u8017\u5361\uff0c\u6574\u673a\u67dc PUE<1.15\u3002\u5e73\u53f0\u5185\u7f6e\u7684 StarScheduler \u4f1a\u6839\u636e\u5b9e\u65f6\u8d1f\u8f7d\u3001\u663e\u5b58\u5360\u7528\u3001\u529f\u8017\u66f2\u7ebf\u505a\u4e8c\u7ea7\u8c03\u5ea6\uff0c\u786e\u4fdd\u6bcf\u5f20\u5361\u59cb\u7ec8\u8dd1\u5728\u201c\u751c\u871c\u70b9\u201d<\/strong>\u2014\u2014\u65e2\u4e0d\u6389\u6027\u80fd\uff0c\u4e5f\u4e0d\u6d6a\u8d39\u7535\u3002\u5bf9\u5f00\u53d1\u8005\u800c\u8a00\uff0c\u65e0\u9700\u6539\u5199\u4ee3\u7801\uff0c\u53ea\u8981\u5728\u63a7\u5236\u53f0\u52fe\u9009\u201c\u7ecf\u6d4e\u578b\u201d\u6216\u201c\u6781\u81f4\u578b\u201d\uff0c\u7cfb\u7edf\u5c31\u80fd\u81ea\u52a8\u5339\u914d\u6700\u5212\u7b97\u7684\u8d44\u6e90\u7ec4\u5408\u3002<\/p>\n

\u5b9e\u6218\uff1a3 \u6b65\u955c\u50cf\u90e8\u7f72 OpenClaw 7B\uff0cToken \u5ef6\u8fdf<80 ms<\/h2>\n
    \n
  1. \u6ce8\u518c\uff1a\u65b0\u7528\u6237\u767b\u5f55 \u661f\u5b87\u667a\u7b97\u5b98\u7f51<\/a> \u7acb\u9886 10 \u5143\u4f53\u9a8c\u91d1\uff0c0 \u6210\u672c\u5f00\u6d4b\u3002 <\/li>\n
  2. \u9009\u955c\u50cf\uff1a\u5728\u201cAI \u5e94\u7528\u201d\u5e02\u573a\u641c\u7d22\u201cOpenClaw-7B-infer\u201d\uff0c\u4e00\u952e\u521b\u5efa GPU\u670d\u52a1\u5668\u79df\u7528<\/a> \u5b9e\u4f8b\uff0c\u7cfb\u7edf\u9884\u88c5 PyTorch 2.2 + vLLM + StarInfer \u52a0\u901f\u6846\u67b6\uff0c\u6a21\u578b\u6743\u91cd\u5df2\u7f13\u5b58\u5230\u672c\u5730 NVMe\uff0c\u7701\u53bb 20 \u5206\u949f\u4e0b\u8f7d\u65f6\u95f4\u3002 <\/li>\n
  3. \u62c9\u8d77\u670d\u52a1\uff1a\u6267\u884c starinfer serve --model openclaw-7b --port 8000<\/code>\uff0c3 \u79d2\u5b8c\u6210\u5f20\u91cf\u5e76\u884c\u521d\u59cb\u5316\uff1b\u5e73\u53f0\u81ea\u52a8\u5206\u914d 2\u00d7RTX 4090\uff0824 GB\uff09\u8282\u70b9\uff0c\u5b9e\u6d4b 512 token \u8f93\u5165\u3001128 token \u8f93\u51fa\uff0cP99 \u5ef6\u8fdf 78 ms\uff0c\u541e\u5410\u91cf 4200 token\/s\uff0c\u6210\u672c\u4ec5\u4e3a AWS \u7684 55%<\/strong>\u3002<\/li>\n<\/ol>\n

    \u82e5\u6570\u636e\u91cf\u66f4\u5927\uff0c\u53ef\u628a \u4e91\u786c\u76d8<\/a> \u6302\u8f7d\u5230\u5b9e\u4f8b\u505a\u6301\u4e45\u5316\uff0c\u6216\u76f4\u63a5\u628a\u56fe\u7247\u3001\u89c6\u9891\u7d20\u6750\u6254\u8fdb \u4e91\u5b58\u50a8<\/a>\uff0c\u5728\u5b9e\u4f8b\u5185\u901a\u8fc7\u5185\u7f51\u9ad8\u901f\u62c9\u53d6\uff0c\u5e26\u5bbd\u514d\u8d39\u4e0d\u8ba1\u6d41\u51fa<\/strong>\u3002\u9700\u8981\u5fae\u8c03\uff1f\u516c\u5171\u8d44\u6e90\u5e93\u91cc\u5df2\u6709 300+ \u591a\u6a21\u6001\u6570\u636e\u96c6\uff0c\u4e00\u6761 cp<\/code> \u547d\u4ee4\u5c31\u80fd\u5f00\u8bad\u3002<\/p>\n

    \u6027\u4ef7\u6bd4\u65f6\u4ee3\uff0c\u63a8\u7406\u578b GPU \u4e91\u4e3b\u673a\u6210\u65b0\u521a\u9700<\/h2>\n

    \u5f53\u201c\u517b\u9f99\u867e\u201d\u8fd9\u7c7b\u8f7b\u91cf\u7ea7\u3001\u9ad8\u5e76\u53d1\u5e94\u7528\u6210\u4e3a\u5e38\u6001\uff0c\u201c\u5148\u4e70\u5361\u518d\u4e0a\u4e1a\u52a1\u201d\u7684\u91cd\u8d44\u4ea7\u6a21\u5f0f\u5df2\u4e0d\u53ef\u53d6<\/strong>\u3002\u661f\u5b87\u667a\u7b97\u628a GPU \u4e91\u4e3b\u673a\u505a\u6210\u201c\u6c34\u7535\u7164\u201d\uff1a\u6309\u5c0f\u65f6\u3001\u6309\u5929\u3001\u6309\u6708\u7075\u6d3b\u8ba1\u8d39\uff0c\u652f\u6301\u968f\u65f6\u91ca\u653e\uff1b\u540c\u65f6\u63d0\u4f9b AI\u5e94\u7528<\/a> \u4e00\u952e\u955c\u50cf\u3001\u8de8\u5b9e\u4f8b\u5171\u4eab\u5b58\u50a8\u3001\u5185\u7f51 Git\/S3 \u517c\u5bb9\u63a5\u53e3\uff0c\u8ba9\u5f00\u53d1\u8005\u628a\u7cbe\u529b\u7559\u7ed9\u521b\u610f\uff0c\u800c\u975e\u8fd0\u7ef4<\/strong>\u3002OpenClaw \u56e2\u961f\u7b97\u8fc7\u4e00\u7b14\u8d26\uff1a\u540c\u6837\u652f\u6491 10 \u4e07 DAU\uff0c\u81ea\u5efa\u673a\u623f\u9700\u4e00\u6b21\u6027\u6295\u5165 180 \u4e07\u91c7\u8d2d GPU\uff0c plus 20 \u4e07\/\u5e74\u7535\u8d39\uff1b\u5728\u661f\u5b87\u667a\u7b97\u6309\u201c\u7ecf\u6d4e\u578b\u201d\u8dd1\u4e00\u5e74\uff0c\u603b\u652f\u51fa 68 \u4e07\uff0c\u8282\u7701 60% \u73b0\u91d1\u6d41<\/strong>\u3002<\/p>\n

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

    \u7206\u6b3e\u5e94\u7528\u7684\u751f\u547d\u5468\u671f\u53ea\u6709\u51e0\u5468\uff0c\u8c01\u80fd\u6700\u5feb\u628a\u63a8\u7406\u6210\u672c\u538b\u5230\u201c\u53ef\u76c8\u5229\u7ea2\u7ebf\u201d\u4ee5\u4e0b\uff0c\u8c01\u5c31\u80fd\u62a2\u5230\u65f6\u95f4\u7a97\u53e3<\/strong>\u3002\u661f\u5b87\u667a\u7b97\u7528\u6df7\u5408 GPU \u6c60\u3001\u81ea\u52a8\u8c03\u5ea6\u4e0e\u4e00\u952e\u955c\u50cf\uff0c\u628a\u201c\u6bcf\u5143\u541e\u5410\u91cf\u201d\u505a\u6210\u53ef\u91cf\u5316\u7684\u670d\u52a1\uff0c\u8ba9\u5f00\u53d1\u8005\u50cf\u8c03\u7528 API \u4e00\u6837\u8c03\u7528 GPU\u670d\u52a1\u5668\u79df\u7528<\/a>\u3002\u4e0b\u4e00\u6b21\u201c\u517b\u9f99\u867e\u201d\u65f6\u523b\u5230\u6765\uff0c\u4f60\u53ea\u9700\u70b9\u51fb\u201c\u521b\u5efa\u5b9e\u4f8b\u201d\uff0c\u5269\u4e0b\u7684\u4ea4\u7ed9\u661f\u5b87\u3002\u73b0\u5728\u6ce8\u518c\uff0c10 \u5143\u4f53\u9a8c\u91d1<\/strong>\u5df2\u5230\u8d26\uff0c\u7206\u6b3e\u4e4b\u8def\u4ece\u8fd9\u4e00\u6b65\u5f00\u59cb\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

    OpenClaw\u7206\u706b\u80cc\u540e\u7684\u7b97\u529b\u6697\u6218\uff1a\u661f\u5b87\u667a\u7b97\u5e73\u53f03\u6b65\u90e8\u7f72\uff0c\u63a8…<\/p>\n","protected":false},"author":2,"featured_media":3272,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-3273","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-zixun"],"views":50,"_links":{"self":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts\/3273","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=3273"}],"version-history":[{"count":0,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/posts\/3273\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/media\/3272"}],"wp:attachment":[{"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/media?parent=3273"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/categories?post=3273"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.starverse-ai.com\/guide\/wp-json\/wp\/v2\/tags?post=3273"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}