{"id":1843,"date":"2025-10-15T10:37:35","date_gmt":"2025-10-15T02:37:35","guid":{"rendered":"http:\/\/www.applicationsofllm.com\/?p=1843"},"modified":"2025-10-15T10:42:39","modified_gmt":"2025-10-15T02:42:39","slug":"%e7%99%bb%e9%a1%b6hugging-face-gaia%e5%85%a8%e7%90%83%e6%a6%9c%e9%a6%96%ef%bc%81%e4%b8%ad%e5%85%b4%e8%b6%85%e7%ba%a7%e6%99%ba%e8%83%bd%e4%bd%93%e7%bb%88%e7%bb%93ai%e9%bb%91%e7%9b%92%e6%97%b6%e4%bb%a3","status":"publish","type":"post","link":"http:\/\/www.applicationsofllm.com\/index.php\/2025\/10\/15\/%e7%99%bb%e9%a1%b6hugging-face-gaia%e5%85%a8%e7%90%83%e6%a6%9c%e9%a6%96%ef%bc%81%e4%b8%ad%e5%85%b4%e8%b6%85%e7%ba%a7%e6%99%ba%e8%83%bd%e4%bd%93%e7%bb%88%e7%bb%93ai%e9%bb%91%e7%9b%92%e6%97%b6%e4%bb%a3\/","title":{"rendered":"\u767b\u9876Hugging Face GAIA\u5168\u7403\u699c\u9996\uff01\u4e2d\u5174\u8d85\u7ea7\u667a\u80fd\u4f53\u7ec8\u7ed3AI\u9ed1\u76d2\u65f6\u4ee3"},"content":{"rendered":"\n<p>\u5728\u676d\u5dde\u5965\u4f53\u4e2d\u5fc3\u6f14\u5531\u4f1a\u73b0\u573a\uff0c\u4e00\u5957\u540d\u4e3a\u300cCo-Sight 2.0\u300d\u7684AI\u7cfb\u7edf\u6210\u529f\u4fdd\u969c\u4e86\u7f51\u7edc\u7a33\u5b9a\uff0c\u5176\u80cc\u540e\u662f\u4e2d\u5174\u901a\u8baf\u7814\u53d1\u7684\u3001\u65b0\u8fd1\u767b\u9876Hugging FaceGAIA\u5168\u7403\u6743\u5a01\u699c\u5355\u7684\u8d85\u7ea7\u667a\u80fd\u4f53\u3002<\/p>\n\n\n\n<p>\u6f14\u5531\u4f1a\u73b0\u573a\uff0c\u6570\u4e07\u4e2a\u624b\u673a\u5c4f\u5e55\u6c47\u6210\u4e00\u7247\u661f\u6d77\uff0c\u7f51\u7edc\u6027\u80fd\u6b63\u9762\u4e34\u6781\u9650\u7684\u6311\u6218\u3002<\/p>\n\n\n\n<p>\u540e\u53f0\uff0c\u6ca1\u6709\u4e00\u7fa4\u7126\u5934\u70c2\u989d\u7684\u5de5\u7a0b\u5e08\uff0c\u53ea\u6709\u4e00\u5957AI\u7cfb\u7edf\u5728\u51b7\u9759\u5730\u8c03\u5ea6\u3002<\/p>\n\n\n\n<p>\u5b83\u9884\u6d4b\u5230\u6d41\u91cf\u6d2a\u5cf0\uff0c\u63d0\u524d\u89c4\u5212\u4e86\u7f51\u7edc\u91cd\u8def\u7531\u65b9\u6848\uff0c\u5e76\u6d3e\u51fa\u4e00\u4e2a\u300c\u884c\u52a8\u667a\u80fd\u4f53\u300d\u6267\u884c\uff0c\u540c\u65f6\u8fd8\u6709\u4e00\u4e2a\u300c\u9a8c\u8bc1\u667a\u80fd\u4f53\u300d\u5728\u65c1\u76d1\u7763\uff0c\u786e\u4fdd\u4e07\u65e0\u4e00\u5931\u3002<\/p>\n\n\n\n<p>\u8fd9\u4e0d\u662f\u79d1\u5e7b\u7535\u5f71\uff0c\u800c\u662f\u53d1\u751f\u5728\u676d\u5dde\u5965\u4f53\u4e2d\u5fc3\u7684\u771f\u5b9e\u4e00\u5e55\u3002<\/p>\n\n\n\n<p>\u8fd9\u5957\u7cfb\u7edf\u7684\u6838\u5fc3\uff0c\u6b63\u662f\u521a\u521a\u767b\u9876Hugging Face\u5168\u7403\u6743\u5a01\u699c\u5355\u7684\u300c\u4e2d\u56fd\u9020\u300d\u8d85\u7ea7\u667a\u80fd\u4f53\u2014\u2014Co-Sight 2.0\u3002<\/p>\n\n\n\n<p><strong>Hugging Face\u699c\u4e00\u88ab\u300c\u4e2d\u56fd\u9020\u300d\u62ff\u4e0b<\/strong><\/p>\n\n\n\n<p><strong>Co-Sight2.0\u51ed\u4ec0\u4e48\u9886\u8dd1\u5168\u7403\uff1f<\/strong><\/p>\n\n\n\n<p>\u5728Meta\u4e0eHugging Face\u8054\u5408\u6253\u9020\u7684GAIA\u8bc4\u6d4b\u57fa\u51c6\uff08\u8986\u76d6\u590d\u6742\u4efb\u52a1\u89c4\u5212\u3001\u8de8\u5de5\u5177\u8c03\u7528\u3001\u591a\u6a21\u6001\u7406\u89e3\u7b4912\u7c7b\u6838\u5fc3\u80fd\u529b\u7684\u5168\u7403\u6743\u5a01\u699c\u5355\uff09\u4e2d\uff0c\u4e2d\u5174\u901a\u8baf\u5f00\u6e90\u7684Co-Sight\u8d85\u7ea7\u667a\u80fd\u4f532.0\u4ee587.04%\u7684\u7efc\u5408\u6210\u7ee9\u8749\u8054\u699c\u9996\uff0c\u5176\u767b\u9876\u5e95\u6c14\u6e90\u4e8e\u5bf9\u4f20\u7edf\u667a\u80fd\u4f53\u4e09\u5927\u6838\u5fc3\u75db\u70b9\u7684\u7cbe\u51c6\u51fb\u7834\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"830\" height=\"221\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/10\/image-1.jpeg\" alt=\"\" class=\"wp-image-1845\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/10\/image-1.jpeg 830w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/10\/image-1-300x80.jpeg 300w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/10\/image-1-768x204.jpeg 768w\" sizes=\"auto, (max-width: 830px) 100vw, 830px\" \/><\/figure>\n\n\n\n<p>\u8fd9\u4e00\u7a81\u7834\u5e76\u975e\u5076\u7136\u3002\u4e2d\u5174\u4e0e\u4e2d\u56fd\u79fb\u52a8\u8054\u5408\u5f00\u53d1\u7684\u300c\u591a\u667a\u80fd\u4f53\u534f\u540c\u8d4b\u80fd\u7aef\u5230\u7aef\u7f51\u7edc\u81ea\u52a8\u5316\u8fd0\u7ef4\u300d\u65b9\u6848\uff0c\u5df2\u5728\u676d\u5dde\u5965\u4f53\u4e2d\u5fc3\u6f14\u5531\u4f1a\u3001\u897f\u5b89\u5927\u5510\u4e0d\u591c\u57ce\u7b49\u573a\u666f\u9a8c\u8bc1\u5b9e\u6548\u3002\u5176\u4e2d\uff0c\u524d\u8005\u5b9e\u73b0\u76d1\u63a7\u4eba\u5458\u6295\u5165\u51cf\u5c1130%\uff0c\u540e\u8005\u8fbe\u6210\u573a\u666f\u6d41\u91cf\u63d0\u534720%\u3002<\/p>\n\n\n\n<p>\u4e0d\u4ec5\u5982\u6b64\uff0c\u8be5\u65b9\u6848\u66f4\u65a9\u83b72025\u5e74GSMA Foundry\u7f51\u7edc\u6548\u7387\u53ca\u4f18\u5316\u5927\u5956\uff0c\u6210\u4e3a\u6280\u672f\u843d\u5730\u7684\u6709\u529b\u4f50\u8bc1\u3002<\/p>\n\n\n\n<p><strong>\u4ece\u300c\u75db\u70b9\u300d\u5230\u300c\u7a81\u7834\u300d<\/strong><\/p>\n\n\n\n<p><strong>Co-Sight 2.0\u4ee5\u521b\u65b0\u67b6\u6784\u9886\u8dd1<\/strong><\/p>\n\n\n\n<p>\u636e\u524d\u77bb\u4ea7\u4e1a\u7814\u7a76\u9662\u6570\u636e\uff0c2025\u5e74\u56fd\u5185\u667a\u80fd\u4f53\u76f8\u5173\u516c\u53f8\u5355\u7b14\u878d\u8d44\u5747\u503c\u8f832023\u5e74\u589e\u957f280%\uff0c\u4f46\u5feb\u901f\u589e\u957f\u7684\u80cc\u540e\u4ecd\u9762\u4e34\u8bf8\u591a\u75db\u70b9\uff1a<\/p>\n\n\n\n<p>\u667a\u80fd\u4f53\u5728\u5782\u76f4\u884c\u4e1a\u906d\u9047\u300c\u79c1\u57df\u9e3f\u6c9f\u300d\u96be\u4ee5\u843d\u5730\u3001\u66b4\u529b\u68c0\u7d22\u4fe1\u606f\u5229\u7528\u7387\u4f4e\u3001\u6241\u5e73\u5316\u8bb0\u5fc6\u5f15\u53d1\u7684\u300c\u8ba4\u77e5\u77ed\u89c6\u300d\u3001AI\u9ed1\u76d2\u5316\u5e26\u6765\u7684\u51b3\u7b56\u4fe1\u4efb\u5371\u673a\u7b49\uff0c\u8ba9\u591a\u6570\u667a\u80fd\u4f53\u59cb\u7ec8\u505c\u7559\u5728\u300c\u80fd\u7528\u300d\u5374\u300c\u4e0d\u6562\u653e\u5fc3\u7528\u300d\u7684\u9636\u6bb5\u3002<\/p>\n\n\n\n<p>\u4e2d\u5174\u901a\u8bafCo-Sight 2.0\u4e4b\u6240\u4ee5\u80fd\u5728GAIA\u699c\u5355\u4e2d\u8131\u9896\u800c\u51fa\uff0c\u6838\u5fc3\u5728\u4e8e\u5b83\u9488\u5bf9\u4f20\u7edf\u667a\u80fd\u4f53\u7684\u6838\u5fc3\u77ed\u677f\uff0c\u7ed9\u51fa\u4e86\u80fd\u843d\u5730\u3001\u53ef\u9a8c\u8bc1\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n\n\n\n<p><strong>\u5168\u94fe\u8def\u53ef\u4fe1\u8ba1\u7b97\u6846\u67b6\uff1a\u7b51\u7262\u6570\u636e\u4fe1\u4efb\u57fa\u77f3<\/strong><\/p>\n\n\n\n<p>\u9488\u5bf9\u901a\u4fe1\u884c\u4e1a\u300c\u8ba4\u77e5\u65ad\u5c42\uff08\u96be\u83b7\u9690\u5f62\u77e5\u8bc6\uff09\u300d\u4e0e\u300c\u6570\u636e\u58c1\u5792\uff08\u8de8\u7cfb\u7edf\u6570\u636e\u96be\u5173\u8054\uff09\u300d\uff0cCo-Sight 2.0\u6784\u5efa\u300c\u53ef\u4fe1\u4fe1\u606f\u91d1\u5b57\u5854\u300d\u4e94\u7ea7\u67b6\u6784\uff0c\u4e3a\u6bcf\u4e00\u6b65\u6570\u636e\u5904\u7406\u6253\u4e0a\u300c\u53ef\u4fe1\u94a2\u5370\u300d\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4e94\u7ea7\u67b6\u6784\u843d\u5730\uff08\u4ee5\u901a\u4fe1\u7f51\u7edc\u4e3a\u4f8b\uff09<\/strong><\/li>\n<\/ul>\n\n\n\n<p><strong>1. \u591a\u6e90\u5f02\u6784\u611f\u77e5\u5c42\uff1a<\/strong>\u63a5\u5165SNMP trap\u3001Syslog\u3001\u89c6\u9891\u3001\u4ee3\u7801\u7b49\u5168\u91cf\u901a\u4fe1\u6570\u636e\u6e90\uff0c\u5960\u5b9a\u6570\u636e\u57fa\u7840\uff1b<\/p>\n\n\n\n<p><strong>2. \u539f\u5b50\u4e8b\u5b9e\u63d0\u53d6\u5c42\uff1a<\/strong>\u901a\u8fc7\u5e7f\u4e49\u56fe\u8c31\u6280\u672f\uff0c\u5c06\u975e\u7ed3\u6784\u5316\u65e5\u5fd7\uff08\u5982\u300cprocess xxx crashed with code 0x1f\u300d\uff09\u8f6c\u5316\u4e3a\u7ed3\u6784\u5316\u4e8b\u5b9e\uff08{\u65f6\u95f4\uff1aT, \u4e8b\u4ef6\uff1a\u8fdb\u7a0b\u5d29\u6e83\uff0c\u5173\u8054\uff1aCPU\u5c16\u5cf0}\uff09\uff0c\u6316\u6398\u8d44\u6df1\u5de5\u7a0b\u5e08\u7684\u300c\u9690\u5f62\u77e5\u8bc6\u300d\uff1b<\/p>\n\n\n\n<p><strong>3. \u6743\u5a01\u77e5\u8bc6\u9a8c\u8bc1\u5c42\uff1a<\/strong>\u5bf9\u7167CMDB\u62d3\u6251\u3001\u5382\u5546\u6587\u6863\u7b49\u6743\u5a01\u5e93\uff0c\u9a8c\u8bc1\u6570\u636e\u771f\u5b9e\u6027\uff08\u5982\u786e\u8ba4RouterA\u53ca\u63a5\u53e3\u5b58\u5728\u6027\uff09\uff0c\u5254\u9664\u9519\u8bef\u4fe1\u606f\uff1b<\/p>\n\n\n\n<p><strong>4. \u903b\u8f91\u81ea\u6d3d\u63a8\u7406\u5c42\uff1a<\/strong>\u6784\u5efa\u4e8b\u4ef6\u5173\u8054\u56fe\u8c31\uff08\u5982RouterA\u63a5\u53e3Down\u5bfc\u81f4ServerB\u65e0\u6cd5\u8bbf\u95ee\uff09\uff0c\u6821\u9a8c\u63a8\u7406\u94fe\u6761\u65e0\u77db\u76fe\uff1b<\/p>\n\n\n\n<p><strong>5. \u53ef\u4fe1\u51b3\u7b56\u751f\u6210\u5c42\uff1a<\/strong>\u7b5b\u9009\u9ad8\u53ef\u4fe1\u5ea6\u4fe1\u606f\u5f62\u6210\u300c\u9ec4\u91d1\u4e0a\u4e0b\u6587\u300d\uff0c\u8f93\u5165\u5927\u6a21\u578b\u751f\u6210\u51b3\u7b56\uff0c\u907f\u514d\u300c\u5783\u573e\u8fdb\u3001\u5783\u573e\u51fa\u300d\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"831\" height=\"142\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/10\/image-2.jpeg\" alt=\"\" class=\"wp-image-1846\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/10\/image-2.jpeg 831w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/10\/image-2-300x51.jpeg 300w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/10\/image-2-768x131.jpeg 768w\" sizes=\"auto, (max-width: 831px) 100vw, 831px\" 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