{"id":35760,"date":"2024-12-31T06:00:17","date_gmt":"2024-12-30T22:00:17","guid":{"rendered":"https:\/\/17aitech.com\/?p=35760"},"modified":"2024-12-31T06:00:17","modified_gmt":"2024-12-30T22:00:17","slug":"%e4%b8%8a%e4%ba%a4%e5%a4%a7%e3%80%81%e5%a4%8d%e6%97%a6%e4%b8%ad%e5%b1%b1%e5%9b%a2%e9%98%9f%e5%bc%80%e5%8f%91%e7%b3%96%e5%b0%bf%e7%97%85%e4%b8%93%e7%94%a8%e5%a4%a7%e8%af%ad%e8%a8%80%e6%a8%a1%e5%9e%8b","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=35760","title":{"rendered":"\u4e0a\u4ea4\u5927\u3001\u590d\u65e6\u4e2d\u5c71\u56e2\u961f\u5f00\u53d1\u7cd6\u5c3f\u75c5\u4e13\u7528\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u52a9\u529b\u4e2a\u6027\u5316\u7cd6\u5c3f\u75c5\u7ba1\u7406"},"content":{"rendered":"

\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u4e0a\u4ea4\u5927\u3001\u590d\u65e6\u4e2d\u5c71\u56e2\u961f\u5f00\u53d1\u7cd6\u5c3f\u75c5\u4e13\u7528\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u52a9\u529b\u4e2a\u6027\u5316\u7cd6\u5c3f\u75c5\u7ba1\u7406<\/a><\/p>\n

<\/a><\/p>\n

\u7f16\u8f91 |\u00a0ScienceAI<\/p>\n

\u968f\u7740\u5168\u7403\u7cd6\u5c3f\u75c5\u60a3\u75c5\u7387\u7684\u9010\u5e74\u6500\u5347\uff0c\u7cd6\u5c3f\u75c5\u5df2\u6210\u4e3a\u5168\u7403\u8303\u56f4\u5185\u6781\u5177\u6311\u6218\u7684\u516c\u5171\u5065\u5eb7\u95ee\u9898\u3002\u636e\u7edf\u8ba1\uff0c\u5168\u7403\u7ea6\u6709 10% \u7684\u4eba\u53e3\u53d7\u5230\u7cd6\u5c3f\u75c5\u7684\u5f71\u54cd\u3002\u5230 2045 \u5e74\uff0c\u5168\u7403\u7cd6\u5c3f\u75c5\u60a3\u8005\u4eba\u6570\u9884\u8ba1\u5c06\u6500\u5347\u81f3\u60ca\u4eba\u7684 7.83 \u4ebf\u3002<\/p>\n

\u7136\u800c\uff0c\u7531\u4e8e\u7cd6\u5c3f\u75c5\u533b\u751f\u77ed\u7f3a\u3001\u533b\u7597\u8d44\u6e90\u5206\u5e03\u4e0d\u5747\u4ee5\u53ca\u60a3\u8005\u81ea\u6211\u7ba1\u7406\u80fd\u529b\u7684\u4e0d\u8db3\uff0c\u7cd6\u5c3f\u75c5\u7684\u7ba1\u7406\u548c\u6cbb\u7597\u4ecd\u9762\u4e34\u91cd\u91cd\u56f0\u96be\u3002\u5982\u4f55\u9ad8\u6548\u3001\u667a\u80fd\u5316\u5730\u7ba1\u7406\u7cd6\u5c3f\u75c5\uff0c\u5df2\u6210\u4e3a\u5f53\u524d\u533b\u5b66\u754c\u548c\u79d1\u6280\u754c\u5171\u540c\u5173\u6ce8\u7684\u91cd\u8981\u8bfe\u9898\u3002<\/p>\n

\u4e3a\u5e94\u5bf9\u8fd9\u4e00\u6311\u6218\uff0c\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66\u6e05\u6e90\u7814\u7a76\u9662 MIFA \u5b9e\u9a8c\u5ba4\u4e0e\u590d\u65e6\u5927\u5b66<\/mark>\u9644\u5c5e\u4e2d\u5c71\u533b\u9662\u5185\u5206\u6ccc\u79d1\u7ec4\u6210\u7684\u7814\u7a76\u56e2\u961f\uff0c\u8054\u624b\u5f00\u53d1\u51fa\u4e00\u6b3e\u540d\u4e3a Diabetica \u7684\u7cd6\u5c3f\u75c5\u4e13\u7528\u5927\u6a21\u578b\u3002<\/p>\n

Diabetica \u80fd\u591f\u4e3a\u7cd6\u5c3f\u75c5\u60a3\u8005\u63d0\u4f9b\u4e2a\u6027\u5316\u7684\u533b\u7597\u652f\u6301\uff0c\u5e76\u4e3a\u533b\u751f\u63d0\u4f9b\u66f4\u52a0\u9ad8\u6548\u7684\u533b\u5b66\u6559\u80b2\u548c\u4e34\u5e8a\u8f85\u52a9\u5de5\u5177\u3002<\/p>\n

\u7cd6\u5c3f\u75c5\u7ba1\u7406\u7684\u6311\u6218\u4e0e\u673a\u9047<\/strong><\/p>\n

\u7cd6\u5c3f\u75c5\u4f5c\u4e3a\u4e00\u79cd\u9700\u8981\u957f\u671f\u7ba1\u7406\u7684\u6162\u6027\u75be\u75c5\uff0c\u5176\u590d\u6742\u6027\u4e0d\u4ec5\u4f53\u73b0\u5728\u60a3\u8005\u9700\u8981\u6301\u7eed\u63a7\u5236\u8840\u7cd6\u6c34\u5e73\uff0c\u8fd8\u9700\u8981\u957f\u671f\u9762\u5bf9\u5e76\u53d1\u75c7\u7684\u98ce\u9669\u3002\u6b64\u5916\uff0c\u7cd6\u5c3f\u75c5\u7684\u6709\u6548\u7ba1\u7406\u8fd8\u9700\u8981\u60a3\u8005\u3001\u533b\u7597\u56e2\u961f\u3001\u516c\u5171\u5065\u5eb7\u90e8\u95e8\u7b49\u591a\u65b9\u7684\u534f\u540c\u5408\u4f5c\u3002\u7136\u800c\uff0c\u73b0\u6709\u7684\u533b\u7597\u7cfb\u7edf\u9762\u4e34\u7740\u8bf8\u591a\u6311\u6218\uff1a<\/p>\n

1. \u4e13\u4e1a\u533b\u5e08\u77ed\u7f3a\uff1a\u5168\u7403\u8303\u56f4\u5185\uff0c\u7cd6\u5c3f\u75c5\u4e13\u79d1\u533b\u751f\u6570\u91cf\u8fdc\u8fdc\u4e0d\u80fd\u6ee1\u8db3\u65e5\u76ca\u589e\u957f\u7684\u60a3\u8005\u9700\u6c42\uff0c\u533b\u5b66\u6559\u80b2\u548c\u4eba\u624d\u57f9\u517b\u4efb\u91cd\u9053\u8fdc\u3002<\/p>\n

2. \u533b\u7597\u8d44\u6e90\u5206\u914d\u4e0d\u5747\uff1a\u4f18\u8d28\u533b\u7597\u8d44\u6e90\u5f80\u5f80\u96c6\u4e2d\u5728\u5927\u57ce\u5e02\u548c\u53d1\u8fbe\u5730\u533a\uff0c\u5bfc\u81f4\u8bb8\u591a\u60a3\u8005\u65e0\u6cd5\u83b7\u5f97\u53ca\u65f6\u3001\u6709\u6548\u7684\u8bca\u65ad\u548c\u6cbb\u7597\u3002<\/p>\n

3. \u60a3\u8005\u81ea\u6211\u7ba1\u7406\u80fd\u529b\u4e0d\u8db3\uff1a\u7531\u4e8e\u7f3a\u4e4f\u4e13\u4e1a\u77e5\u8bc6\u548c\u6301\u7eed\u7684\u6307\u5bfc\uff0c\u8bb8\u591a\u60a3\u8005\u96be\u4ee5\u6709\u6548\u5730\u8fdb\u884c\u81ea\u6211\u7ba1\u7406\uff0c\u5bfc\u81f4\u8840\u7cd6\u63a7\u5236\u6548\u679c\u4e0d\u4f73\u3002<\/p>\n

\u9762\u5bf9\u8fd9\u4e9b\u6311\u6218\uff0c\u4eba\u5de5\u667a\u80fd<\/mark>\u6280\u672f\u7684\u5feb\u901f\u53d1\u5c55\u4e3a\u89e3\u51b3\u95ee\u9898\u5e26\u6765\u4e86\u65b0\u7684\u53ef\u80fd\u3002\u8fd1\u5e74\u6765\uff0cAI\u5728\u533b\u7597\u9886\u57df\u7684\u5e94\u7528\u65e5\u76ca\u5e7f\u6cdb\uff0c\u6db5\u76d6\u4e86\u8bca\u65ad\u8f85\u52a9\u3001\u836f\u7269\u63a8\u8350\u3001\u533b\u5b66\u6559\u80b2\u7b49\u591a\u4e2a\u65b9\u9762\uff0c\u6b63\u5728\u9010\u6b65\u6210\u4e3a\u533b\u7597\u4f53\u7cfb\u7684\u91cd\u8981\u8865\u5145\u3002<\/p>\n

\u7136\u800c\uff0c\u73b0\u6709\u7684AI\u5de5\u5177\u591a\u4e3a\u5355\u4e00\u4efb\u52a1\u5bfc\u5411\uff0c\u7f3a\u4e4f\u5bf9\u81ea\u7136\u8bed\u8a00\u7684\u6df1\u5165\u7406\u89e3\uff0c\u96be\u4ee5\u5728\u590d\u6742\u7684\u533b\u7597\u73af\u5883\u4e2d\u5b9e\u73b0\u5e7f\u6cdb\u5e94\u7528\u3002<\/p>\n

\u5927\u8bed\u8a00\u6a21\u578b<\/mark>\u7684\u51fa\u73b0\uff0c\u7279\u522b\u662f\u4e13\u95e8\u9488\u5bf9\u7279\u5b9a\u75be\u75c5\u9886\u57df\u4f18\u5316\u7684\u6a21\u578b\uff0c\u6709\u671b\u6539\u53d8\u8fd9\u4e00\u73b0\u72b6\u3002<\/p>\n

Diabetica \u7684\u8bde\u751f\uff0c\u6b63\u662f\u4e3a\u4e86\u5e94\u5bf9\u7cd6\u5c3f\u75c5\u7ba1\u7406\u7684\u590d\u6742\u6311\u6218\uff0c\u901a\u8fc7\u7ed3\u5408\u5927\u6a21\u578b\u7684\u5f3a\u5927\u8bed\u8a00\u5904\u7406\u80fd\u529b\u4e0e\u7cd6\u5c3f\u75c5\u9886\u57df\u7684\u4e13\u4e1a\u77e5\u8bc6\uff0c\u4e3a\u533b\u751f\u3001\u60a3\u8005\u4ee5\u53ca\u533b\u7597\u6559\u80b2\u63d0\u4f9b\u5168\u65b9\u4f4d\u7684\u667a\u80fd\u652f\u6301\u3002<\/p>\n

Diabetica\uff1a\u4e3a\u7cd6\u5c3f\u75c5\u7ba1\u7406\u91cf\u8eab\u6253\u9020\u7684\u5927\u6a21\u578b<\/strong><\/p>\n

Diabetica \u662f\u4e00\u4e2a\u4e13\u4e3a\u7cd6\u5c3f\u75c5\u9886\u57df\u8bbe\u8ba1\u7684\u5927\u8bed\u8a00\u6a21\u578b<\/mark>\u3002\u7814\u7a76\u56e2\u961f\u901a\u8fc7\u5bf9\u5927\u91cf\u7684\u533b\u7597\u6570\u636e\u96c6\u8fdb\u884c\u9884\u5904\u7406\u3001\u4f18\u5316\u548c\u589e\u5f3a\uff0c\u6700\u7ec8\u6784\u9020\u4e86\u9ad8\u8d28\u91cf\u7684\u7cd6\u5c3f\u75c5\u6570\u636e\u96c6\u7528\u4e8e\u8bad\u7ec3\u5f97\u5230 Diabetica\u3002<\/p>\n

\u8be5\u6a21\u578b\u4e0d\u4ec5\u80fd\u591f\u7406\u89e3\u590d\u6742\u7684\u533b\u5b66\u672f\u8bed\uff0c\u8fd8\u53ef\u4ee5\u4e3a\u4e0d\u540c\u5c42\u6b21\u7684\u7528\u6237\uff08\u5305\u62ec\u60a3\u8005\u3001\u533b\u52a1\u4eba\u5458\u7b49\uff09\u63d0\u4f9b\u4e2a\u6027\u5316\u7684\u5efa\u8bae\u548c\u5e2e\u52a9\uff0c\u5c55\u73b0\u51fa\u4e86\u51fa\u8272\u7684\u7cd6\u5c3f\u75c5\u4efb\u52a1\u5904\u7406\u80fd\u529b\u3002<\/p>\n

<\/a><\/p>\n

\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/pdf\/2409.13191<\/em><\/p>\n

<\/a><\/p>\n

\u5f00\u53d1 Diabetica \u7684\u8fc7\u7a0b\u4e2d\uff0c\u7814\u7a76\u56e2\u961f\u9762\u4e34\u7684\u9996\u8981\u6311\u6218\u662f\u5982\u4f55\u6784\u5efa\u9ad8\u8d28\u91cf\u7684\u7cd6\u5c3f\u75c5\u4e13\u4e1a\u6570\u636e\u96c6\u3002\u4e3a\u6b64\uff0c\u56e2\u961f\u5efa\u7acb\u4e86\u4e00\u4e2a\u5b8c\u6574\u7684\u6570\u636e\u5904\u7406\u6d41\u7a0b\uff0c\u5305\u62ec\u5982\u4e0a\u56fe\u6240\u793a\u7684\u51e0\u4e2a\u5173\u952e\u6b65\u9aa4\uff1a<\/p>\n

\u6570\u636e\u6536\u96c6<\/strong><\/p>\n

\u56e2\u961f\u4ece\u591a\u4e2a\u6765\u6e90\u6536\u96c6\u6570\u636e\uff0c\u5305\u62ec\u516c\u5171\u6570\u636e\u6e90\uff08\u5982\u8003\u8bd5\u9898\u5e93\u3001\u5f00\u6e90\u533b\u5b66\u5bf9\u8bdd\u6570\u636e\u96c6\uff09\u548c\u5185\u90e8\u6570\u636e\u6e90\uff08\u5982\u7cd6\u5c3f\u75c5\u6307\u5357\u3001\u6559\u79d1\u4e66\u3001\u836f\u54c1\u8bf4\u660e\u4e66\u4ee5\u53ca\u771f\u5b9e\u533b\u7597\u5bf9\u8bdd\uff09\u3002 \u00a0 \u00a0 \u00a0\u00a0<\/p>\n

\u6570\u636e\u8fc7\u6ee4<\/strong><\/p>\n

\u56e2\u961f\u5bf9\u6536\u96c6\u5230\u7684\u539f\u59cb\u6570\u636e\u8fdb\u884c\u5173\u952e\u8bcd\u7b5b\u9009\uff0c\u4ee5\u786e\u4fdd\u53ea\u9009\u62e9\u771f\u6b63\u4e0e\u7cd6\u5c3f\u75c5\u76f8\u5173\u7684\u6570\u636e\u3002\u9664\u6b64\u4e4b\u5916\uff0c\u4e3a\u4e86\u907f\u514d\u91cd\u590d\u6570\u636e\u5bf9\u6a21\u578b\u8bad\u7ec3\u7684\u5f71\u54cd\uff0c\u56e2\u961f\u4f7f\u7528\u4e86\u300cSemDeDup\u300d\u4e2d\u7684\u53bb\u91cd\u65b9\u6cd5\uff0c\u8be5\u65b9\u6cd5\u5229\u7528\u9884\u8bad\u7ec3\u8bcd\u5411\u91cf\u6a21\u578b\u751f\u6210\u7684\u8bcd\u5411\u91cf\u8fdb\u884c\u805a\u7c7b<\/mark>\uff0c\u5728\u6bcf\u4e2a\u7c7b\u91cc\u9762\u8bc6\u522b\u5e76\u6392\u9664\u8bed\u4e49\u91cd\u590d\u7684\u6570\u636e\u70b9\u3002<\/p>\n

\u6570\u636e\u589e\u5f3a<\/strong><\/p>\n

\u4e3a\u4e86\u6784\u9020\u6307\u4ee4\u5bf9\u8bdd\u6570\u636e\uff0c\u56e2\u961f\u9996\u5148\u5bf9\u7cd6\u5c3f\u75c5\u6307\u5357\u548c\u6559\u79d1\u4e66\u7b49\u6570\u636e\u96c6\u4e2d\u7684\u957f\u6587\u672c\uff0c\u6839\u636e\u77e5\u8bc6\u70b9\u8fdb\u884c\u5206\u6bb5\uff0c\u7136\u540e\u4f7f\u7528 GPT-4 \u751f\u6210\u57fa\u4e8e\u6bcf\u4e2a\u6bb5\u843d\u7684\u5bf9\u8bdd\u6570\u636e\u3002<\/p>\n

\u5bf9\u4e8e\u8003\u8bd5\u9898\u5e93\u7684\u6570\u636e\uff0c\u56e2\u961f\u5229\u7528 GPT-4 \u751f\u6210\u95ee\u9898\u7684\u94fe\u5f0f\u63a8\u7406\u8fc7\u7a0b\u548c\u89e3\u7b54\u4f5c\u4e3a\u8bad\u7ec3\u6837\u672c\uff0c\u4fdd\u8bc1\u4e86\u6a21\u578b\u80fd\u591f\u5b66\u5230\u89e3\u9898\u601d\u8def\u548c\u7b54\u6848\u80cc\u540e\u7684\u533b\u5b66\u903b\u8f91<\/mark>\u3002<\/p>\n

\u6570\u636e\u4f18\u5316<\/strong><\/p>\n

\u4e3a\u4e86\u63d0\u5347\u6570\u636e\u8d28\u91cf\u548c\u8bad\u7ec3\u7a33\u5b9a\u6027\uff0c\u56e2\u961f\u8fd8\u4f7f\u7528\u4e86\u4e00\u79cd\u81ea\u84b8\u998f\u65b9\u6cd5\u5b9e\u73b0\u6570\u636e\u4f18\u5316\u3002<\/p>\n

\u5982\u4e0b\u56fe\u6240\u793a\uff0c\u8be5\u65b9\u6cd5\u5206\u4e3a\u4e24\u4e2a\u6b65\u9aa4\uff1a\u5f85\u8bad\u7ec3\u7684\u6a21\u578b\u9996\u5148\u6839\u636e\u8bad\u7ec3\u6570\u636e\u96c6\u4e2d\u7684\u6bcf\u4e2a\u6307\u4ee4\u751f\u6210\u4e00\u4e2a\u521d\u59cb\u56de\u7b54\u3002\u8fd9\u4e2a\u521d\u59cb\u56de\u7b54\u5305\u542b\u4e86\u6a21\u578b\u539f\u6709\u7684\u77e5\u8bc6\uff0c\u4e0e\u6a21\u578b\u5185\u90e8\u5206\u5e03\u4e00\u81f4\u3002<\/p>\n

\u4e4b\u540e\uff0c\u6a21\u578b\u57fa\u4e8e\u539f\u59cb\u6570\u636e\u96c6\u4e2d\u7684\u6307\u4ee4\u548c\u6807\u51c6\u56de\u7b54\u6765\u4fee\u6b63\u5b83\u7684\u521d\u59cb\u56de\u7b54\uff0c\u4ece\u800c\u83b7\u5f97\u84b8\u998f\u540e\u7684\u56de\u7b54\u3002\u8fd9\u4e2a\u84b8\u998f\u6b65\u9aa4\u8ba9\u6a21\u578b\u751f\u6210\u4e00\u4e2a\u4e0e\u81ea\u5df1\u5185\u90e8\u5206\u5e03\u66f4\u52a0\u4e00\u81f4\u5e76\u4e14\u51c6\u786e\u7684\u7b54\u6848\u3002<\/p>\n

\u6700\u7ec8\uff0c\u6a21\u578b\u81ea\u84b8\u998f\u540e\u7684\u56de\u7b54\u53d6\u4ee3\u539f\u59cb\u56de\u7b54\uff0c\u7528\u4e8e\u8be5\u6a21\u578b\u7684\u5fae\u8c03\u9636\u6bb5\u3002\u8be5\u65b9\u6cd5\u80fd\u591f\u51cf\u5c11\u6a21\u578b\u5185\u90e8\u77e5\u8bc6\u4e0e\u65b0\u6570\u636e\u4e4b\u95f4\u7684\u5206\u5e03\u5dee\u5f02\uff0c\u4f7f\u6a21\u578b\u5728\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\u66f4\u52a0\u7a33\u5b9a\u3002<\/p>\n

<\/a><\/p>\n

\u56fe\uff1a\u6a21\u578b\u8bad\u7ec3\u7684\u6280\u672f\u8def\u7ebf\u3002\uff08\u6765\u6e90\uff1a\u8bba\u6587\uff09<\/section>\n

\u901a\u8fc7\u8fd9\u4e00\u7cfb\u5217\u4e25\u683c\u800c\u7cbe\u7ec6\u7684\u6570\u636e\u5904\u7406\u6b65\u9aa4\uff0c\u7814\u7a76\u56e2\u961f\u6210\u529f\u6784\u5efa\u4e86\u4e00\u4e2a\u9ad8\u8d28\u91cf\u7684\u7cd6\u5c3f\u75c5\u9886\u57df\u6570\u636e\u96c6\u3002<\/p>\n

\u5728\u6a21\u578b\u5f00\u53d1\u65b9\u9762\uff0c\u56e2\u961f\u91c7\u7528\u4e86\u5f00\u6e90\u5927\u6a21\u578b Qwen2-7B-Instruct \u8fdb\u884c\u5fae\u8c03\u3002\u4e3a\u4e86\u5168\u9762\u8bc4\u4f30 Diabetica \u7684\u6027\u80fd\uff0c\u7814\u7a76\u56e2\u961f\u8bbe\u8ba1\u5e76\u6784\u9020\u4e86\u591a\u4e2a\u9488\u5bf9\u7cd6\u5c3f\u75c5\u9886\u57df\u7684\u8bc4\u4f30\u57fa\u51c6<\/mark>\uff0c\u5305\u62ec\u591a\u9879\u9009\u62e9\u9898\u6d4b\u8bd5\u3001\u586b\u7a7a\u9898\u6d4b\u8bd5\u548c\u5f00\u653e\u5f0f\u95ee\u7b54\u6d4b\u8bd5\u3002<\/p>\n

\u5bf9\u4e8e\u5f00\u653e\u5f0f\u95ee\u7b54\uff0c\u56e2\u961f\u4e2d\u7684\u533b\u5b66\u5bf9\u6bcf\u9053\u9898\u4e8b\u5148\u5236\u5b9a\u4e86\u8be6\u7ec6\u7684\u56de\u7b54\u51c6\u5219\uff0c\u5982\u51c6\u786e\u6027\u3001\u5b8c\u6574\u6027\u3001\u540c\u7406\u5fc3\u7b49\u3002\u4e4b\u540e\u56e2\u961f\u53c2\u8003 LLM-as-Judge\uff0c\u4f7f\u7528 GPT-4 \u548c Claude-3.5 \u4f5c\u4e3a\u8bc4\u5ba1\uff0c\u7ed9\u51fa\u4e0d\u540c\u6a21\u578b\u56de\u7b54\u7684\u8bc4\u5206\u3002<\/p>\n

\u901a\u8fc7\u8fd9\u4e9b\u57fa\u51c6<\/mark>\u6d4b\u8bd5\uff0c\u56e2\u961f\u8be6\u7ec6\u6bd4\u8f83\u4e86 Diabetica \u4e0e\u5176\u4ed6\u6a21\u578b\uff08\u5305\u62ec\u5f00\u6e90\u548c\u95ed\u6e90\u6a21\u578b\uff09\u7684\u8868\u73b0\u3002<\/p>\n

\u4e0b\u56fe\u7684\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0cDiabetica \u4e0d\u4ec5\u5728\u6240\u6709\u4efb\u52a1\u4e2d\u8d85\u8d8a\u4e86\u5176\u4ed6\u5f00\u6e90\u6a21\u578b\uff0c\u751a\u81f3\u5728\u67d0\u4e9b\u4efb\u52a1\u4e0a\u8868\u73b0\u8d85\u8fc7\u4e86 GPT-4o\u3001Claude-3.5-sonnet \u7b49\u95ed\u6e90\u5546\u4e1a\u6a21\u578b\uff0c\u5c55\u793a\u4e86\u5176\u5728\u7cd6\u5c3f\u75c5\u4efb\u52a1\u4e2d\u7684\u9886\u5148\u8868\u73b0\u3002<\/p>\n

<\/a><\/p>\n

<\/p>\n

<\/a><\/p>\n

\u56fe\uff1aDiabetica \u548c\u5176\u4ed6\u6a21\u578b\u5728\u7cd6\u5c3f\u75c5\u6d4b\u8bd5\u57fa\u51c6<\/mark>\u7684\u5bf9\u6bd4\u3002\uff08\u6765\u6e90\uff1a\u8bba\u6587\uff09<\/section>\n

\u901a\u8fc7\u5f15\u5165\u81ea\u84b8\u998f\u6280\u672f\uff0c\u56e2\u961f\u8fd8\u6709\u6548\u7f13\u89e3\u4e86\u6a21\u578b\u5728\u5fae\u8c03\u8fc7\u7a0b\u4e2d\u53ef\u80fd\u51fa\u73b0\u7684\u300c\u707e\u96be\u6027\u9057\u5fd8\u300d\u95ee\u9898\uff0c\u5373\u6a21\u578b\u5728\u5b66\u4e60\u65b0\u4efb\u52a1\u65f6\u53ef\u80fd\u4f1a\u9057\u5fd8\u4e4b\u524d\u5b66\u5230\u7684\u77e5\u8bc6\u3002<\/p>\n

\u5982\u4e0b\u56fe\u6240\u793a\uff0c\u56e2\u961f\u7684\u5b9e\u9a8c\u7ed3\u679c\u53d1\u73b0\uff0c\u4e0e\u8bad\u7ec3\u4e4b\u524d\u76f8\u6bd4\uff0cDiabetica \u5728 GSM8K \u7684\u5206\u6570\u4ec5\u4e0b\u964d 0.27 \u5206\uff0c\u5728 MMLU \u548c C-Eval \u4e0a\u751a\u81f3\u8fd8\u6709\u6240\u63d0\u5347\u3002\u8fd9\u79cd\u81ea\u84b8\u998f\u7684\u8bad\u7ec3\u65b9\u6cd5\u4f7f\u5f97 Diabetica \u4e0d\u4ec5\u52a0\u6df1\u4e86\u5bf9\u7cd6\u5c3f\u75c5\u4e13\u4e1a\u77e5\u8bc6\u7684\u7406\u89e3\uff0c\u4e5f\u6781\u5927\u7a0b\u5ea6\u5730\u4fdd\u7559\u4e86\u57fa\u7840\u6a21\u578b\u7684\u901a\u7528\u8bed\u8a00\u7406\u89e3\u80fd\u529b\u3002<\/p>\n

<\/a><\/p>\n

Diabetica \u7684\u5168\u65b9\u4f4d\u4e34\u5e8a\u5e94\u7528<\/strong><\/p>\n

\u7814\u7a76\u56e2\u961f\u5bf9 Diabetica \u7684\u80fd\u529b\u8fdb\u884c\u4e86\u5e7f\u6cdb\u7684\u4e34\u5e8a\u8bc4\u4f30\uff0c\u9a8c\u8bc1\u4e86\u5176\u5728\u591a\u79cd\u5b9e\u9645\u4efb\u52a1\u4e2d\u7684\u6709\u6548\u6027\u3002<\/p>\n

\u533b\u7597\u54a8\u8be2<\/strong><\/p>\n

Diabetica \u5728\u533b\u5b66\u54a8\u8be2\u4efb\u52a1\u4e2d\u5c55\u73b0\u51fa\u5f3a\u5927\u7684\u81ea\u7136\u8bed\u8a00\u7406\u89e3<\/mark>\u548c\u751f\u6210\u80fd\u529b\u3002\u7814\u7a76\u56e2\u961f\u9009\u53d6\u4e86 20 \u4e2a\u771f\u5b9e\u7684\u5728\u7ebf\u7cd6\u5c3f\u75c5\u60a3\u8005\u54a8\u8be2\u6848\u4f8b\uff0c\u8ba9\u4e13\u5bb6\u8bc4\u5ba1\u7ec4\u5bf9 Diabetica \u548c\u4eba\u7c7b\u533b\u751f\u56de\u7b54\u8fdb\u884c\u8bc4\u4f30\u3002<\/p>\n

\u7ed3\u679c\u663e\u793a\uff0cDiabetica \u7684\u56de\u7b54\u5728\u53ef\u8bfb\u6027\u3001\u76f8\u5173\u6027\u3001\u51c6\u786e\u6027\u3001\u5b8c\u6574\u6027\u3001\u5b89\u5168\u6027\u548c\u540c\u7406\u5fc3\u7b49\u591a\u4e2a\u7ef4\u5ea6\u7684\u8868\u73b0\u5747\u8d85\u8fc7\u4e86\u4eba\u7c7b\u533b\u751f\u7684\u56de\u7b54\u3002<\/p>\n

\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0c\u5728\u540c\u7406\u5fc3\u7ef4\u5ea6\u4e0a\uff0cDiabetica \u83b7\u5f97\u4e86\u4e13\u5bb6\u8bc4\u5ba1\u7ec4\u7684\u4e00\u81f4\u597d\u8bc4\uff0c\u751a\u81f3\u8fbe\u5230\u4e86\u6ee1\u5206\u3002\u8fd9\u4e00\u7ed3\u679c\u663e\u793a\u4e86\u5927\u6a21\u578b\u5728\u60c5\u611f\u4ea4\u6d41\u65b9\u9762\u7684\u5de8\u5927\u6f5c\u529b\u3002<\/p>\n

<\/a><\/p>\n

\u533b\u5b66\u6559\u80b2<\/strong><\/p>\n

\u5728\u533b\u5b66\u6559\u80b2\u9886\u57df\uff0cDiabetica \u5c55\u73b0\u51fa\u4e86\u8d85\u8d8a\u4eba\u7c7b\u7684\u6f5c\u529b\u3002\u7814\u7a76\u56e2\u961f\u8bbe\u8ba1\u4e86\u4e00\u7cfb\u5217\u591a\u9879\u9009\u62e9\u9898\u6d4b\u8bd5\uff0c\u5185\u5bb9\u6db5\u76d6\u7cd6\u5c3f\u75c5\u7684\u8bca\u65ad\u3001\u6cbb\u7597\u548c\u7ba1\u7406\u7b49\u65b9\u9762\u3002\u6d4b\u8bd5\u5bf9\u8c61\u5305\u62ec\u533b\u5b66\u5b66\u751f\u3001\u521d\u7ea7\u533b\u751f\u3001\u9ad8\u7ea7\u533b\u751f\u4ee5\u53ca Diabetica \u6a21\u578b\u3002<\/p>\n

\u7ed3\u679c\u663e\u793a\uff0cDiabetica \u5728\u8fd9\u4e9b\u6d4b\u8bd5\u4e2d\u7684\u51c6\u786e\u7387<\/mark>\u8fbe\u5230\u4e86 84.4%\uff0c\u4e0d\u4ec5\u8d85\u8fc7\u4e86\u533b\u5b66\u751f\u548c\u521d\u7ea7\u533b\u751f\uff0c\u751a\u81f3\u7565\u9ad8\u4e8e\u9ad8\u7ea7\u533b\u751f 83.5% \u7684\u6b63\u786e\u7387\u3002\u8fd9\u4e00\u7ed3\u679c\u5145\u5206\u8bc1\u660e\u4e86 Diabetica \u5728\u7cd6\u5c3f\u75c5\u4e13\u4e1a\u77e5\u8bc6\u638c\u63e1\u65b9\u9762\u7684\u5353\u8d8a\u80fd\u529b\u3002<\/p>\n

\u540c\u65f6\uff0cDiabetica \u4e0d\u4ec5\u80fd\u591f\u7ed9\u51fa\u6b63\u786e\u7b54\u6848\uff0c\u8fd8\u80fd\u4e3a\u6bcf\u9053\u9898\u76ee\u63d0\u4f9b\u8be6\u7ec6\u7684\u89e3\u91ca\u3002\u7814\u7a76\u56e2\u961f\u5c06\u6a21\u578b\u751f\u6210\u7684\u89e3\u91ca\u4e0e\u6807\u51c6\u6559\u79d1\u4e66\u7684\u89e3\u91ca\u8fdb\u884c\u6bd4\u8f83\uff0c\u53d1\u73b0 Diabetica \u7684\u89e3\u91ca\u5728\u53ef\u8bfb\u6027\u548c\u5e2e\u52a9\u6027\u65b9\u9762\u4e0e\u6559\u79d1\u4e66\u76f8\u5f53\u3002<\/p>\n

<\/a><\/p>\n

\u4e34\u5e8a\u8bb0\u5f55\u603b\u7ed3<\/strong><\/p>\n

\u5728\u7e41\u5fd9\u7684\u4e34\u5e8a\u5de5\u4f5c\u4e2d\uff0c\u533b\u751f\u4eec\u5e38\u5e38\u9700\u8981\u82b1\u8d39\u5927\u91cf\u65f6\u95f4\u6574\u7406\u548c\u603b\u7ed3\u75c5\u5386\u3002Diabetica \u5728\u8fd9\u4e00\u9886\u57df\u5c55\u73b0\u51fa\u4e86\u51fa\u8272\u7684\u5e94\u7528\u4ef7\u503c\u3002<\/p>\n

\u7814\u7a76\u56e2\u961f\u8bbe\u8ba1\u4e86\u4e00\u9879AI\u8f85\u52a9\u7684\u4ea4\u53c9\u7814\u7a76\uff0c\u6bd4\u8f83\u4e86\u4f7f\u7528 Diabetica \u8f85\u52a9\u548c\u4e0d\u4f7f\u7528 AI \u8f85\u52a9\u4e24\u79cd\u60c5\u51b5\u4e0b\u533b\u751f\u64b0\u5199\u75c5\u5386\u7684\u6548\u7387\u548c\u8d28\u91cf\u3002<\/p>\n

\u7814\u7a76\u56e2\u961f\u53d1\u73b0\uff0c\u4f7f\u7528 Diabetica \u534f\u52a9\u64b0\u5199\u75c5\u5386\u7684\u533b\u751f\uff0c\u5b8c\u6210\u75c5\u5386\u7684\u65f6\u95f4\u5e73\u5747\u7f29\u77ed\u4e86\u7ea6 23%\u3002\u540c\u65f6\uff0c\u5728\u75c5\u5386\u7684\u5b8c\u6574\u6027\u8bc4\u5206\u4e0a\uff0c\u4f7f\u7528 Diabetica \u8f85\u52a9\u7684\u75c5\u5386\u663e\u8457\u9ad8\u4e8e\u672a\u4f7f\u7528\u6a21\u578b\u7684\u60c5\u51b5\u3002<\/p>\n

Diabetica \u80fd\u591f\u5feb\u901f\u5206\u6790\u60a3\u8005\u7684\u8be6\u7ec6\u75c5\u53f2\uff0c\u5e76\u5c06\u5176\u6574\u7406\u4e3a\u7ed3\u6784\u5316\u7684\u6458\u8981\uff0c\u5305\u62ec\u75c5\u7a0b\u3001\u75c7\u72b6\u3001\u4f53\u5f81\u3001\u8840\u7cd6\u6c34\u5e73\u3001\u5e76\u53d1\u75c7\u4ee5\u53ca\u65e2\u5f80\u6cbb\u7597\u4fe1\u606f\u7b49\u5173\u952e\u5185\u5bb9\u3002\u8fd9\u4e0d\u4ec5\u5927\u5927\u63d0\u9ad8\u4e86\u533b\u751f\u7684\u5de5\u4f5c\u6548\u7387\uff0c\u8fd8\u786e\u4fdd\u4e86\u75c5\u5386\u7684\u5168\u9762\u6027\u548c\u51c6\u786e\u6027\u3002<\/p>\n

<\/a><\/p>\n

Diabetica \u5bb6\u65cf<\/strong><\/p>\n

\u9664\u4e86 7B \u7684\u5927\u6a21\u578b\u4e4b\u5916\uff0cDiabetica \u5bb6\u65cf\u8fd8\u5305\u62ec\u4e00\u4e2a\u5c0f\u6a21\u578b\u7248\u672c\uff0c\u5373 Diabetica-1.5B\uff0c\u9002\u7528\u4e8e\u8ba1\u7b97\u8d44\u6e90\u6709\u9650\u7684\u573a\u666f\u3002<\/p>\n

\u4f8b\u5982\uff0cDiabetica-1.5B \u53ef\u4ee5\u5728\u914d\u7f6e\u8f83\u4f4e\u7684\u7b14\u8bb0\u672c\u7535\u8111\u4e0a\u8fd0\u884c\uff0c\u800c Diabetica-7B \u5219\u9002\u5408\u66f4\u9ad8\u6027\u80fd\u7684 GPU \u8bbe\u5907\u3002<\/p>\n

\u540c\u65f6\uff0cDiabetica-1.5B \u5728\u591a\u4e2a\u7cd6\u5c3f\u75c5\u8bc4\u4f30\u6570\u636e\u96c6\u4e0a\u4e5f\u8d85\u8d8a\u4e86 Llama3-8B \u7b49\u5927\u6a21\u578b\u3002<\/p>\n

\u7814\u7a76\u56e2\u961f\u5df2\u7ecf\u5c06\u4ee3\u7801\u548c\u6a21\u578b\u5f00\u6e90\u3002<\/p>\n

\u4ee3\u7801\uff1ahttps:\/\/github.com\/waltonfuture\/Diabetica<\/em><\/section>\n
\u6a21\u578b\uff1a<\/section>\n
https:\/\/huggingface.co\/WaltonFuture\/Diabetica-7B<\/em><\/section>\n
https:\/\/huggingface.co\/WaltonFuture\/Diabetica-1.5B<\/em><\/section>\n

\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u4e0a\u4ea4\u5927\u3001\u590d\u65e6\u4e2d\u5c71\u56e2\u961f\u5f00\u53d1\u7cd6\u5c3f\u75c5\u4e13\u7528\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u52a9\u529b\u4e2a\u6027\u5316\u7cd6\u5c3f\u75c5\u7ba1\u7406<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u4e0a\u4ea4\u5927\u3001\u590d\u65e6\u4e2d\u5c71\u56e2\u961f\u5f00 […]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[27],"tags":[68],"class_list":["post-35760","post","type-post","status-publish","format-standard","hentry","category-news","tag-68"],"yoast_head":"\n\u4e0a\u4ea4\u5927\u3001\u590d\u65e6\u4e2d\u5c71\u56e2\u961f\u5f00\u53d1\u7cd6\u5c3f\u75c5\u4e13\u7528\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u52a9\u529b\u4e2a\u6027\u5316\u7cd6\u5c3f\u75c5\u7ba1\u7406 - \u4e00\u8d77AI\u6280\u672f<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/17aitech.com\/?p=35760\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=35760#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=35760\"},\"author\":{\"name\":\"AI\u5c0f\u52a9\u624b\",\"@id\":\"https:\\\/\\\/17aitech.com\\\/#\\\/schema\\\/person\\\/60225458499e817ae0af73e67e440b9d\"},\"headline\":\"\u4e0a\u4ea4\u5927\u3001\u590d\u65e6\u4e2d\u5c71\u56e2\u961f\u5f00\u53d1\u7cd6\u5c3f\u75c5\u4e13\u7528\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u52a9\u529b\u4e2a\u6027\u5316\u7cd6\u5c3f\u75c5\u7ba1\u7406\",\"datePublished\":\"2024-12-30T22:00:17+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=35760\"},\"wordCount\":89,\"commentCount\":0,\"image\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=35760#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/17aitech.com\\\/wp-content\\\/uploads\\\/2024\\\/09\\\/frc-9fb56b3350b467ac6a1382cc4daacfbd.png\",\"keywords\":[\"\u5927\u6a21\u578b\"],\"articleSection\":[\"\u884c\u4e1a\u8d44\u8baf\"],\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/17aitech.com\\\/?p=35760#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=35760\",\"url\":\"https:\\\/\\\/17aitech.com\\\/?p=35760\",\"name\":\"\u4e0a\u4ea4\u5927\u3001\u590d\u65e6\u4e2d\u5c71\u56e2\u961f\u5f00\u53d1\u7cd6\u5c3f\u75c5\u4e13\u7528\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u52a9\u529b\u4e2a\u6027\u5316\u7cd6\u5c3f\u75c5\u7ba1\u7406 - \u4e00\u8d77AI\u6280\u672f\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=35760#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=35760#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/17aitech.com\\\/wp-content\\\/uploads\\\/2024\\\/09\\\/frc-9fb56b3350b467ac6a1382cc4daacfbd.png\",\"datePublished\":\"2024-12-30T22:00:17+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/#\\\/schema\\\/person\\\/60225458499e817ae0af73e67e440b9d\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=35760#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/17aitech.com\\\/?p=35760\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=35760#primaryimage\",\"url\":\"https:\\\/\\\/17aitech.com\\\/wp-content\\\/uploads\\\/2024\\\/09\\\/frc-9fb56b3350b467ac6a1382cc4daacfbd.png\",\"contentUrl\":\"https:\\\/\\\/17aitech.com\\\/wp-content\\\/uploads\\\/2024\\\/09\\\/frc-9fb56b3350b467ac6a1382cc4daacfbd.png\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=35760#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\\\/\\\/17aitech.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u4e0a\u4ea4\u5927\u3001\u590d\u65e6\u4e2d\u5c71\u56e2\u961f\u5f00\u53d1\u7cd6\u5c3f\u75c5\u4e13\u7528\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u52a9\u529b\u4e2a\u6027\u5316\u7cd6\u5c3f\u75c5\u7ba1\u7406\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/17aitech.com\\\/#website\",\"url\":\"https:\\\/\\\/17aitech.com\\\/\",\"name\":\"\u4e00\u8d77AI\u6280\u672f\",\"description\":\"\u8ba9AI\u77e5\u8bc6\u89e6\u624b\u53ef\u53ca\",\"alternateName\":\"\u4e00\u8d77AI\u6280\u672f\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/17aitech.com\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/17aitech.com\\\/#\\\/schema\\\/person\\\/60225458499e817ae0af73e67e440b9d\",\"name\":\"AI\u5c0f\u52a9\u624b\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"\\\/\\\/17aitech.com\\\/wp-content\\\/uploads\\\/2024\\\/04\\\/robot_3.png\",\"url\":\"\\\/\\\/17aitech.com\\\/wp-content\\\/uploads\\\/2024\\\/04\\\/robot_3.png\",\"contentUrl\":\"\\\/\\\/17aitech.com\\\/wp-content\\\/uploads\\\/2024\\\/04\\\/robot_3.png\",\"caption\":\"AI\u5c0f\u52a9\u624b\"},\"description\":\"\u8fd9\u4e2a\u4eba\u5f88\u61d2\uff0c\u4ec0\u4e48\u90fd\u6ca1\u6709\u7559\u4e0b\uff5e\",\"url\":\"https:\\\/\\\/17aitech.com\\\/?page_id=33738&user=3\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u4e0a\u4ea4\u5927\u3001\u590d\u65e6\u4e2d\u5c71\u56e2\u961f\u5f00\u53d1\u7cd6\u5c3f\u75c5\u4e13\u7528\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u52a9\u529b\u4e2a\u6027\u5316\u7cd6\u5c3f\u75c5\u7ba1\u7406 - \u4e00\u8d77AI\u6280\u672f","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/17aitech.com\/?p=35760","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/17aitech.com\/?p=35760#article","isPartOf":{"@id":"https:\/\/17aitech.com\/?p=35760"},"author":{"name":"AI\u5c0f\u52a9\u624b","@id":"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d"},"headline":"\u4e0a\u4ea4\u5927\u3001\u590d\u65e6\u4e2d\u5c71\u56e2\u961f\u5f00\u53d1\u7cd6\u5c3f\u75c5\u4e13\u7528\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u52a9\u529b\u4e2a\u6027\u5316\u7cd6\u5c3f\u75c5\u7ba1\u7406","datePublished":"2024-12-30T22:00:17+00:00","mainEntityOfPage":{"@id":"https:\/\/17aitech.com\/?p=35760"},"wordCount":89,"commentCount":0,"image":{"@id":"https:\/\/17aitech.com\/?p=35760#primaryimage"},"thumbnailUrl":"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-9fb56b3350b467ac6a1382cc4daacfbd.png","keywords":["\u5927\u6a21\u578b"],"articleSection":["\u884c\u4e1a\u8d44\u8baf"],"inLanguage":"zh-Hans","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/17aitech.com\/?p=35760#respond"]}]},{"@type":"WebPage","@id":"https:\/\/17aitech.com\/?p=35760","url":"https:\/\/17aitech.com\/?p=35760","name":"\u4e0a\u4ea4\u5927\u3001\u590d\u65e6\u4e2d\u5c71\u56e2\u961f\u5f00\u53d1\u7cd6\u5c3f\u75c5\u4e13\u7528\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u52a9\u529b\u4e2a\u6027\u5316\u7cd6\u5c3f\u75c5\u7ba1\u7406 - \u4e00\u8d77AI\u6280\u672f","isPartOf":{"@id":"https:\/\/17aitech.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/17aitech.com\/?p=35760#primaryimage"},"image":{"@id":"https:\/\/17aitech.com\/?p=35760#primaryimage"},"thumbnailUrl":"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-9fb56b3350b467ac6a1382cc4daacfbd.png","datePublished":"2024-12-30T22:00:17+00:00","author":{"@id":"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d"},"breadcrumb":{"@id":"https:\/\/17aitech.com\/?p=35760#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/17aitech.com\/?p=35760"]}]},{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/17aitech.com\/?p=35760#primaryimage","url":"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-9fb56b3350b467ac6a1382cc4daacfbd.png","contentUrl":"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-9fb56b3350b467ac6a1382cc4daacfbd.png"},{"@type":"BreadcrumbList","@id":"https:\/\/17aitech.com\/?p=35760#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/17aitech.com\/"},{"@type":"ListItem","position":2,"name":"\u4e0a\u4ea4\u5927\u3001\u590d\u65e6\u4e2d\u5c71\u56e2\u961f\u5f00\u53d1\u7cd6\u5c3f\u75c5\u4e13\u7528\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u52a9\u529b\u4e2a\u6027\u5316\u7cd6\u5c3f\u75c5\u7ba1\u7406"}]},{"@type":"WebSite","@id":"https:\/\/17aitech.com\/#website","url":"https:\/\/17aitech.com\/","name":"\u4e00\u8d77AI\u6280\u672f","description":"\u8ba9AI\u77e5\u8bc6\u89e6\u624b\u53ef\u53ca","alternateName":"\u4e00\u8d77AI\u6280\u672f","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/17aitech.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d","name":"AI\u5c0f\u52a9\u624b","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png","url":"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png","contentUrl":"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png","caption":"AI\u5c0f\u52a9\u624b"},"description":"\u8fd9\u4e2a\u4eba\u5f88\u61d2\uff0c\u4ec0\u4e48\u90fd\u6ca1\u6709\u7559\u4e0b\uff5e","url":"https:\/\/17aitech.com\/?page_id=33738&user=3"}]}},"_links":{"self":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts\/35760","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=35760"}],"version-history":[{"count":0,"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts\/35760\/revisions"}],"wp:attachment":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=35760"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=35760"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=35760"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}