{"id":47964,"date":"2023-08-14T15:02:37","date_gmt":"2023-08-14T07:02:37","guid":{"rendered":"https:\/\/docs.pingcode.com\/?p=47964"},"modified":"2023-08-14T15:02:37","modified_gmt":"2023-08-14T07:02:37","slug":"%e5%b0%8f%e7%b1%b3%e9%a6%96%e6%ac%a1%e6%9b%9d%e5%85%89ai%e5%a4%a7%e6%a8%a1%e5%9e%8bmilm-6b%ef%bc%8c%e8%af%84%e6%b5%8b%e6%a6%9c%e5%8d%95%e6%8e%92%e5%90%8d%e7%ac%ac%e5%8d%81","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/info\/47964.html","title":{"rendered":"\u5c0f\u7c73\u9996\u6b21\u66dd\u5149AI\u5927\u6a21\u578bMiLM-6B\uff0c\u8bc4\u6d4b\u699c\u5355\u6392\u540d\u7b2c\u5341"},"content":{"rendered":"<p>\u7535\u5b50\u5de5\u7a0b\u4e13\u8f91\u8baf\u00a0\u6b64\u524d\u5c0f\u7c73\u516c\u5e032023Q1\u8d22\u62a5\u65f6\uff0c\u5362\u4f1f\u51b0\u66fe\u6307\u51fa\uff0c\u5c0f\u7c73\u4e0d\u4f1a\u50cfOpenAI\u516c\u53f8\u90a3\u6837\u53bb\u505a\u901a\u7528\u5927\u6a21\u578b\uff0c\u4f1a\u8ddf\u516c\u53f8\u7684\u4e1a\u52a1\u76f8\u7ed3\u5408\uff0c\u901a\u8fc7\u6280\u672f\u8f6c\u5316\u4e3a\u4e1a\u52a1\u6210\u679c\u3002\u5c0f\u7c73\u5bf9AI\u5927\u6a21\u578b\u7684\u6001\u5ea6\u4e5f\u662f\u6301\u5f00\u653e\u72b6\u6001\uff0c\u6709\u53ef\u80fd\u5f15\u8fdb\u7b2c\u4e09\u65b9\u6765\u5e2e\u52a9\u53d1\u5c55\u3002<\/p>\n<p>\u8fd1\u65e5\uff0c\u5c0f\u7c73\u6765\u81ea\u5927\u6a21\u578b\u8bc4\u6d4b\u5e73\u53f0\u7684C-Eval\u3001CMMLU\u7684\u6570\u636e\u8bc4\u5206\u88ab\u66dd\u5149\uff0c\u5f15\u53d1\u8c08\u8bba\u3002AI\u6982\u5ff5\u8fd9\u6bb5\u65f6\u95f4\u7684\u201c\u98ce\u58f0\u201d\u5f88\u5927\uff0c\u5c0f\u7c73\u5077\u5077\u53d1\u529bAI\u5927\u6a21\u578b\u7684\u8fdb\u5c55\u5230\u4ec0\u4e48\u7a0b\u5ea6\u4e86\uff1f<\/p>\n<p>\u5c0f\u7c73\u5728Github\u662f\u8fd9\u6837\u4ecb\u7ecdMiLM-6B\uff1aMiLM-6B\u662f\u7531\u5c0f\u7c73\u5f00\u53d1\u7684\u4e00\u4e2a\u5927\u89c4\u6a21\u9884\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b\uff0c\u53c2\u6570\u89c4\u6a21\u4e3a64\u4ebf\u3002\u5728\u00a0C-Eval\u00a0\u548c\u00a0CMMLU\u00a0\u4e0a\u5747\u53d6\u5f97\u540c\u5c3a\u5bf8\u8f83\u597d\u7684\u6548\u679c\u3002<\/p>\n<p>\u5728\u5f97\u5206\u65b9\u9762\uff0c\u5728C-Eval\u8bc4\u4f30\u4e2d\uff0cMiLM-6B\u00a0\u7684\u5e73\u5747\u5206\u4e3a60.2\uff0c\u603b\u699c\u5355\u6392\u540d\u7b2c10\u3001\u540c\u53c2\u6570\u91cf\u7ea7\u6392\u540d\u7b2c\u00a01\u3002\u5728CMMLU\u8bc4\u4f30\u4e2d\uff0cMiLM-6B\u5728Five-shot\u548cZero-shot\u00a0\u6d4b\u8bd5\u4e2d\u7684\u5e73\u5747\u5206\u5206\u522b\u4e3a57.17\u548c60.37\u3002<\/p>\n<p>\u6839\u636e\u00a0C-Eval\u00a0\u7ed9\u51fa\u7684\u4fe1\u606f\uff0cMiLM-6B\u00a0\u6a21\u578b\u5728\u5177\u4f53\u5404\u79d1\u76ee\u6210\u7ee9\u4e0a\uff0c\u5728\u00a0STEM\uff08\u79d1\u5b66\u3001\u6280\u672f\u3001\u5de5\u7a0b\u548c\u6570\u5b66\u6559\u80b2\uff09\u5168\u90e8\u00a020\u00a0\u4e2a\u79d1\u76ee\u4e2d\uff0c\u8ba1\u91cf\u5e08\u3001\u7269\u7406\u3001\u5316\u5b66\u3001\u751f\u7269\u7b49\u591a\u4e2a\u9879\u76ee\u83b7\u5f97\u4e86\u8f83\u9ad8\u7684\u51c6\u786e\u7387\u3002\u4e0d\u8fc7\u5728\u201c\u6cd5\u5b66\u3001\u6570\u5b66\u3001\u7f16\u7a0b\u3001\u6982\u7387\u8bba\u3001\u79bb\u6563\u6570\u5b66\u201d\u7b49\u6d89\u53ca\u201c\u62bd\u8c61\u601d\u7ef4\u201d\u7684\u79d1\u76ee\u4e2d\uff0c\u8fd8\u6709\u4e00\u5b9a\u8fdb\u6b65\u7a7a\u95f4\u3002\u5728\u4eba\u6587\u79d1\u5b66\u7684\u00a011\u00a0\u4e2a\u79d1\u76ee\u4e2d\uff0cMiLM-6B\u00a0\u5219\u5728\u201c\u5386\u53f2\u4e0e\u6cd5\u5f8b\u201d\u57fa\u7840\u4e0a\u6709\u7740\u4e0d\u9519\u7684\u51c6\u786e\u7387\u8868\u73b0\u3002<\/p>\n<p><img decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/cdn-docs.pingcode.com\/wp-content\/uploads\/2023\/08\/c61f684a95a94d6a79f5540b36d1b032.png\"\/><\/p>\n<p>\u201cCMMLU\u201d\u662f\u4e00\u4e2a\u7efc\u5408\u6027\u7684\u4e2d\u6587\u8bc4\u4f30\u57fa\u51c6\uff0c\u4e13\u95e8\u7528\u4e8e\u8bc4\u4f30\u8bed\u8a00\u6a21\u578b\u5728\u4e2d\u6587\u8bed\u5883\u4e0b\u7684\u77e5\u8bc6\u548c\u63a8\u7406\u80fd\u529b\u3002CMMLU\u6db5\u76d6\u4e86\u4ece\u57fa\u7840\u5b66\u79d1\u5230\u9ad8\u7ea7\u4e13\u4e1a\u6c34\u5e73\u768467\u4e2a\u4e3b\u9898\u3002\u5b83\u5305\u62ec\uff1a\u9700\u8981\u8ba1\u7b97\u548c\u63a8\u7406\u7684\u81ea\u7136\u79d1\u5b66\uff0c\u9700\u8981\u77e5\u8bc6\u7684\u4eba\u6587\u79d1\u5b66\u548c\u793e\u4f1a\u79d1\u5b66\uff0c\u4ee5\u53ca\u9700\u8981\u751f\u6d3b\u5e38\u8bc6\u7684\u4e2d\u56fd\u9a7e\u9a76\u89c4\u5219\u7b49\u3002\u6b64\u5916\uff0cCMMLU\u4e2d\u7684\u8bb8\u591a\u4efb\u52a1\u5177\u6709\u4e2d\u56fd\u7279\u5b9a\u7684\u7b54\u6848\uff0c\u53ef\u80fd\u5728\u5176\u4ed6\u5730\u533a\u6216\u8bed\u8a00\u4e2d\u5e76\u4e0d\u666e\u904d\u9002\u7528\u3002\u56e0\u6b64\u662f\u4e00\u4e2a\u5b8c\u5168\u4e2d\u56fd\u5316\u7684\u4e2d\u6587\u6d4b\u8bd5\u57fa\u51c6\u3002<\/p>\n<p>\u201cC-Eval\u201d\u662f\u7531\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66\u3001\u6e05\u534e\u5927\u5b66\u3001\u7231\u4e01\u5821\u5927\u5b66\u5171\u540c\u6784\u5efa\u7684\u4e00\u4e2a\u9488\u5bf9\u57fa\u7840\u6a21\u578b\u7684\u7efc\u5408\u4e2d\u6587\u8bc4\u4f30\u5957\u4ef6\u3002\u5b83\u7531\u00a013948\u00a0\u9053\u591a\u9879\u9009\u62e9\u9898\u7ec4\u6210\uff0c\u6db5\u76d6\u00a052\u00a0\u4e2a\u4e0d\u540c\u5b66\u79d1\u548c\u56db\u4e2a\u96be\u5ea6\u7ea7\u522b\uff0c\u8986\u76d6\u4eba\u6587\u3001\u793e\u79d1\u3001\u7406\u5de5\uff0c\u53ca\u5176\u4ed6\u4e13\u4e1a\u56db\u4e2a\u5927\u65b9\u5411\uff0c\u7528\u4ee5\u5e2e\u52a9\u4e2d\u6587\u793e\u533a\u7814\u53d1\u5927\u6a21\u578b\u3002<\/p>\n<p>\u636e\u6089\uff0c\u76ee\u524d\u5c0f\u7c73\u5728\u5927\u6a21\u578b\u56e2\u961f\u65b9\u9762\u7684\u4e3b\u529b\u56e2\u961f\u670930\u591a\u4eba\uff0c\u6309\u7167\u4eba\u624d\u3001\u6570\u636e\u3001\u6a21\u578b\u3001\u7b97\u529b\u3001\u8bc4\u6d4b\u3001\u4ea7\u54c1\u8fd9\u51e0\u4e2a\u65b9\u9762\u8fdb\u884c\u7b79\u5907\uff0c\u4e0d\u4f1a\u6269\u5f20\u7684\u592a\u5feb\u3002\u5c0f\u7c73\u628a\u201cAI\u5b9e\u9a8c\u5ba4\u201d\u6bd4\u55bb\u6210\u96c6\u56e2\u5c42\u9762AI\u6280\u672f\u7684\u201c\u8bd5\u9a8c\u7530\u201d\u548c\u201c\u5f39\u836f\u5e93\u201d\uff0c\u5982\u679cAI\u53d1\u5c55\u8fc5\u901f\uff0cAI\u5b9e\u9a8c\u5ba4\u4f1a\u7814\u53d1\u4e00\u4e9b\u4e2d\u957f\u671f\u7684\u524d\u6cbf\u6280\u672f\uff0c\u56f4\u7ed5\u5c0f\u7c73\u4e1a\u52a1\u505a\u50a8\u5907\uff0c\u5728\u96c6\u56e2\u9700\u8981\u7684\u65f6\u5019\u8f93\u51fa\u201c\u5f39\u836f\u201d\u3002<\/p>\n<p>AI\u7684\u53d1\u5c55\u901f\u5ea6\u7a76\u7adf\u4f1a\u6709\u591a\u5feb\u6216\u8005\u591a\u6162\uff0c\u5176\u5b9e\u5f88\u96be\u8bc4\u5224\u3002\u5c31\u6bd4\u5982OpenAI\u63a8\u51fa\u7684ChatGPT\uff0c\u4e00\u591c\u4e4b\u95f4\u5c31\u8ba9\u6c89\u6dc0\u7684AI\u6280\u672f\u53d1\u751f\u4e95\u55b7\u5f0f\u53d1\u5c55\uff0c\u4f46\u73b0\u5728AI\u6280\u672f\u8fd8\u5728\u627e\u4e00\u4e2a\u80fd\u771f\u6b63\u843d\u5730\u7684\u5e94\u7528\u573a\u666f\u3002\u5c0f\u7c73\u7684\u5927\u6a21\u578b\u4e5f\u5c06\u5728\u672a\u6765\u4e30\u5bcc\u5176\u4e1a\u52a1\u53d1\u5c55\uff0c\u6bd4\u5982\u5c0f\u7c73\u7684\u5c0f\u7231\u540c\u5b66\u3001\u624b\u673a\u64cd\u4f5c\u7cfb\u7edfMIUI\u3001\u6c7d\u8f66\u7684\u5ea7\u8231\u3001IoT\u3001\u673a\u5668\u4eba\uff0c\u90fd\u662f\u5e94\u7528\u5927\u6a21\u578b\u7684\u5178\u578b\u573a\u666f\u3002<\/p>\n<p>\u800c\u4e14\u5c0f\u7c73\u73b0\u5728\u7814\u53d1\u7684AI\u5927\u6a21\u578b\u4e5f\u662f\u6709\u4fa7\u91cd\u70b9\u7684\uff0c\u66f4\u591a\u4fa7\u91cd\u5728\u8bed\u8a00\u5927\u6a21\u578b\u4e0a\uff0c\u53bb\u4e30\u5bcc\u63d0\u5347\u5c0f\u7231\u540c\u5b66\u7684\u7406\u89e3\u80fd\u529b\u3001\u667a\u80fd\u5bb6\u5c45\u6307\u4ee4\u7684\u8bc6\u522b\u80fd\u529b\u7b49\u3002\u81f3\u4e8e\u901a\u8fc7\u5927\u6a21\u578b\u6765\u5b9e\u73b0\u667a\u80fd\u5bb6\u5c45\u7684\u81ea\u52a8\u7ec4\u7f51\u3001\u4e2a\u6027\u5316\u7684\u5bb6\u5c45\u4f53\u9a8c\uff0c\u81f3\u5c11\u5c0f\u7c73AI\u5b9e\u9a8c\u5ba4\u6ca1\u6709\u5728\u505a\u3002<\/p>\n<p>\u6587\u7ae0\u6765\u81ea\uff1ahttps:\/\/www.eet-china.com\/<\/p>\n","protected":false},"excerpt":{"rendered":"\u7535\u5b50\u5de5\u7a0b\u4e13\u8f91\u8baf\u00a0\u6b64\u524d\u5c0f\u7c73\u516c\u5e032023Q1\u8d22\u62a5\u65f6\uff0c\u5362\u4f1f\u51b0\u66fe\u6307\u51fa\uff0c\u5c0f\u7c73\u4e0d\u4f1a\u50cfOpenAI\u516c\u53f8\u90a3\u6837\u53bb\u505a\u901a\u7528\u5927\u6a21\u578b\uff0c\u4f1a [&hellip;]","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[134],"tags":[],"acf":[],"_links":{"self":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/47964"}],"collection":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/comments?post=47964"}],"version-history":[{"count":0,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/47964\/revisions"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=47964"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=47964"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=47964"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}