{"id":35126,"date":"2024-12-19T03:59:53","date_gmt":"2024-12-18T19:59:53","guid":{"rendered":"https:\/\/17aitech.com\/?p=35126"},"modified":"2024-12-19T03:59:53","modified_gmt":"2024-12-18T19:59:53","slug":"%e6%9d%8e%e6%b2%90%ef%bc%9a%e5%88%9b%e4%b8%9a%e4%b8%80%e5%b9%b4%ef%bc%8c%e4%ba%ba%e9%97%b4%e4%b8%89%e5%b9%b4","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=35126","title":{"rendered":"\u674e\u6c90\uff1a\u521b\u4e1a\u4e00\u5e74\uff0c\u4eba\u95f4\u4e09\u5e74"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-08-15\" target=\"_blank\">\u674e\u6c90\uff1a\u521b\u4e1a\u4e00\u5e74\uff0c\u4eba\u95f4\u4e09\u5e74<\/a><\/p>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"26\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<section>\n<p>\u7ed9\u5c0f\u4f19\u4f34\u6c47\u62a5\u4e00\u4e0b LLM 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\u8fd9\u4e2a\u6897\u65f6\u4f1a\u4f1a\u5fc3\u4e00\u7b11\u3002\u4f46\u6ca1\u6599\u5230\u5f88\u591a\u4eba\u4f1a\u770b\u6210 Boston\u3002<\/p>\n<p>\u201c\u6211\u6765\u6ce2\u58eb\u987f\u4e86\uff0c\u627e\u4e2a\u65f6\u95f4\u78b0\u78b0\uff1f\u201d \u201c\u54c8\uff1f\u53ef\u6211\u5728\u6e7e\u533a\u5440\ud83d\ude05\u201d<\/p>\n<p><strong>\u878d\u8d44\uff1a\u7b7e\u5b57\u524d\u4e00\u5929\u9886\u6295\u65b9\u8dd1\u8def<\/strong><\/p>\n<p>22 \u5e74\u5e74\u5e95\u7684\u65f6\u5019\u60f3\u5230\u4e24\u4e2a\u7528\u5927<mark data-type=\"tech_tasks\" data-id=\"fee178e8-ee20-42fc-8f8f-1d41c1f34e8f\">\u8bed\u8a00\u6a21\u578b<\/mark>\uff08LLM\uff09\u505a\u751f\u4ea7\u529b\u5de5\u5177\u7684\u60f3\u6cd5\u3002\u78b0\u5de7\u9047\u5230\u5f20\u4e00\u9e23\uff0c\u5c31\u5411\u4ed6\u8bf7\u6559\u3002\u8ba8\u8bba\u4e4b\u540e\u4ed6\u53cd\u95ee\uff1a\u4e3a\u4ec0\u4e48\u4e0d\u505a LLM \u672c\u8eab\u5462\uff1f\u6211\u7684\u4e0b\u610f\u8bc6\u9000\u7f29\uff1a\u6211\u4eec\u4e4b\u524d\u5728 <mark data-type=\"institutions\" data-id=\"06b21a34-9bd5-4b93-b1be-039b073c60c6\">Amazon<\/mark> \u7684\u56e2\u961f\u505a\u4e86\u597d\u51e0\u5e74\u8fd9\u4e2a\uff0c\u5f97\u4e0a\u4e07\u5f20\u5361\uff0c\u548c blabla \u8fd9\u4e48\u4e00\u5927\u5806\u56f0\u96be\u3002\u4e00\u9e23\u5475\u5475\u8868\u793a\uff1a\u8fd9\u4e9b\u90fd\u662f\u77ed\u671f\u56f0\u96be\uff0c\u773c\u5149\u5f97\u770b\u957f\u8fdc\u70b9\u3002<\/p>\n<p>\u6211\u7684\u4f18\u70b9\u662f\u542c\u529d\uff0c\u771f\u5c31\u53bb\u505a LLM 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\u4ea4\u8d27\u5f97\u4e00\u5e74\u4ee5\u540e\u4e86\u3002\u7075\u673a\u4e00\u52a8\uff0c\u76f4\u63a5\u7ed9\u8001\u9ec4\u5199\u90ae\u4ef6\u3002\u8001\u9ec4\u79d2\u56de\u8bf4\u4ed6\u6765\u770b\u4e0b\u3002\u4e00\u4e2a\u5c0f\u65f6\u540e\u8d85\u5fae\u7684 CEO \u5c31\u6253\u7535\u8bdd\u8fc7\u6765\u4e86\u3002\u591a\u4ed8\u4e86\u4e9b\u94b1\uff0c\u63d2\u4e86\u4e2a\u961f\uff0c20 \u5929\u540e\u62ff\u5230\u4e86\u673a\u5668\u3002\u5f88\u8363\u5e78\u65e9\u65e9\u7684\u5403\u5230\u4e86\u8783\u87f9\u3002<\/p>\n<p>\u8783\u87f9\u5403\u5230\u6000\u7591\u4eba\u751f\uff0c\u9047\u5230\u4e86\u5404\u79cd\u532a\u5937\u6240\u601d\u7684 bug\u3002\u4f8b\u5982 GPU \u4f9b\u7535\u4e0d\u8db3\u5bfc\u81f4\u4e0d\u7a33\u5b9a\uff0c\u540e\u6765\u9760\u8d85\u5fae\u5de5\u7a0b\u5e08\u4fee\u6539 bios \u4ee3\u7801\u6253\u4e0a\u8865\u4e01\uff1b\u4f8b\u5982\u5149\u7ea4\u7684\u5207\u5f00\u89d2\u5ea6\u4e0d\u5bf9\uff0c\u5bfc\u81f4\u901a\u8baf\u4e0d\u7a33\u5b9a\uff1b\u4f8b\u5982 Nvidia 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\u540e\uff0c\u8bad\u7ec3\u4e00\u6b21\u6a21\u578b\u88ab\u6253\u65ad\u51e0\u767e\u6b21\uff0c\u5bf9\u5b57\u91cc\u884c\u95f4\u7684\u75db\u82e6\uff0c\u5f88\u662f\u5171\u60c5\u3002<\/p>\n<p>\u5982\u679c\u5bf9\u6bd4\u81ea\u5efa\u548c\u79df\u5361\u7684\u8bdd\uff0c\u79df\u4e09\u5e74\u6210\u672c\u548c\u81ea\u5efa\u6210\u672c\u5dee\u4e0d\u591a\u3002\u79df\u5361\u7684\u597d\u5904\u662f\u7701\u5fc3\u3002\u81ea\u5efa\u7684\u597d\u5904\u6709\u4e24\u4e2a\u3002\u4e00\u662f\u4e09\u5e74\u540e\u5982\u679c Nvidia \u6280\u672f\u8fd8\u9065\u9065\u9886\u5148\uff0c\u90a3\u4e48\u5b83\u80fd\u63a7\u5236\u4ef7\u683c\u4f7f\u5f97 GPU \u4ecd\u7136\u4fdd\u503c\ud83d\ude2d\u3002\u53e6\u4e00\u4e2a\u662f\u81ea\u5efa\u7684\u6570\u636e\u5b58\u50a8\u6210\u672c\u4f4e\u3002\u5b58\u50a8\u9700\u8981\u8ddf GPU \u6bd4\u8f83\u8fd1\uff0c\u4e0d\u7ba1\u662f\u5927\u4e91\u8fd8\u662f\u5c0f GPU \u4e91\uff0c\u5b58\u50a8\u4ef7\u683c\u90fd\u9ad8\u3002\u4f46\u4e00\u6b21\u6a21\u578b\u8bad\u7ec3\u53ef\u4ee5\u7528\u51e0 TB \u7a7a\u95f4\u5b58 checkpoint\uff0c\u8bad\u7ec3\u6570\u636e\u5b58\u50a8\u662f 10PB \u8d77\u8df3\u3002\u5982\u679c\u7528 AWS S3 \u7684\u8bdd\uff0c10PB \u4e00\u5e74\u4e24\u767e\u4e07\u3002\u8fd9\u94b1\u7528\u6765\u81ea\u5efa\u7684\u8bdd\uff0c\u53ef\u4ee5\u4e0a 100PB\u3002<\/p>\n<p><strong>\u5546\u4e1a\uff1a\u611f\u6069\u5ba2\u6237\uff0c\u7b2c\u4e00\u5e74\u6536\u652f\u5e73\u8861<\/strong><\/p>\n<p>\u975e\u5e38\u5e78\u8fd0\u7684\uff0c\u6211\u4eec\u7b2c\u4e00\u5e74\u6536\u5165\u548c\u652f\u51fa\u662f\u6253\u5e73\u7684\u3002\u6211\u4eec\u652f\u51fa\u4e3b\u8981\u5728\u4eba\u529b\u548c\u7b97\u529b\u4e0a\uff0c\u611f\u8c22 Openai \u7684\u8d22\u529b\u548c Nvidia \u7684\u9065\u9065\u9886\u5148\uff0c\u8fd9\u4e24\u9879\u652f\u51fa\u90fd\u633a\u5927\u7684\ud83d\ude2d\u3002\u6211\u4eec\u7684\u6536\u5165\u6765\u6e90\u662f\u7ed9\u5927\u5ba2\u6237\u505a\u5b9a\u5236\u7684\u6a21\u578b\u3002\u5f88\u65e9\u5c31\u4e0a LLM \u7684\u516c\u53f8\u5927\u90fd\u662f\u56e0\u4e3a CEO \u975e\u5e38\u6709\u51b3\u7b56\u529b\uff0c\u4ed6\u4eec\u6ca1\u88ab\u9ad8\u6602\u7684\u7b97\u529b\u548c\u4eba\u529b\u6210\u672c\u5413\u5230\uff0c\u679c\u65ad\u7684\u53bb\u63a8\u52a8\u5185\u90e8\u56e2\u961f\u914d\u5408\u5c1d\u8bd5\u65b0\u6280\u672f\u3002\u975e\u5e38\u611f\u6069\u5ba2\u6237\u7ed9\u4e86\u6211\u4eec\u5598\u6c14\u7684\u65f6\u95f4\uff0c\u4e0d\u7136\u8fd9\u4e2a\u51e0\u4e2a\u6708\u6211\u53c8\u662f\u5954\u6ce2\u5728\u5404\u4e2a\u6295\u8d44\u4eba\u90a3\u91cc\u3002<\/p>\n<p>\u63a5\u4e0b\u6765\u5e94\u8be5\u4f1a\u6709\u66f4\u591a\u516c\u53f8\u624d\u5c1d\u8bd5\u4f7f\u7528 LLM\uff0c\u4e0d\u8bba\u662f\u81ea\u5df1\u4ea7\u54c1\u7684\u5347\u7ea7\uff0c\u8fd8\u662f\u964d\u672c\u589e\u6548\u3002\u539f\u56e0\u662f\u4e00\u65b9\u9762\u6280\u672f\u6210\u672c\u5728\u964d\u4f4e\uff0c\u53e6\u4e00\u65b9\u9762\u884c\u4e1a\u9886\u5148\u8005\uff08\u4f8b\u5982\u6211\u4eec\u5ba2\u6237\uff09\u4f1a\u9646\u7eed\u653e\u51fa\u57fa\u4e8e LLM \u7684\u4ea7\u54c1\u51fa\u6765\uff0c\u628a\u884c\u4e1a\u5377\u4e86\u8d77\u6765\u3002<\/p>\n<p>\u6211\u4eec\u4e5f\u5728\u5173\u6ce8 LLM \u5728 toC \u4e0a\u7684\u843d\u5730\u3002\u4e0a\u4e00\u6ce2\u9876\u6d41\u4f8b\u5982 c.ai \u548c perplexity \u8fd8\u5728\u627e\u5546\u4e1a\u6a21\u5f0f\uff0c\u4f46\u4e5f\u6709\u5c0f\u5341\u6765\u5bb6 LLM \u539f\u751f\u5e94\u7528\u6536\u5165\u8fd8\u4e0d\u9519\u3002\u6211\u4eec\u7ed9\u4e00\u5bb6\u505a\u89d2\u8272\u626e\u6f14\u7684\u521b\u4e1a\u516c\u53f8\u63d0\u4f9b\u4e86\u6a21\u578b\uff0c\u4ed6\u4eec\u4e3b\u6253\u6df1\u5ea6\u7684\u73a9\u5bb6\uff0c\u6253\u5e73\u4e86\u6536\u5165\u548c\u652f\u51fa\uff0c\u4e5f\u662f\u5389\u5bb3\u7684\u3002\u6a21\u578b\u80fd\u529b\u8fd8\u5728\u8fdb\u5316\uff0c\u66f4\u591a\u6a21\u6001\uff08\u8bed\u97f3\u3001\u97f3\u4e50\u3001\u56fe\u7247\u3001\u89c6\u9891\uff09\u5728\u878d\u5408\uff0c\u76f8\u4fe1\u63a5\u4e0b\u6765\u8fd8\u4f1a\u6709\u66f4\u6709\u60f3\u8c61\u529b\u7684\u5e94\u7528\u51fa\u73b0\u3002<\/p>\n<p>\u6574\u4f53\u6765\u8bf4\u884c\u4e1a\u548c\u8d44\u672c\u8fd8\u662f\u6025\u8e81\u7684\u3002\u4eca\u5e74\u597d\u51e0\u5bb6\u6210\u7acb\u4e00\u5e74\u591a\u4f46\u878d\u8d44\u4e0a\u5341\u4ebf\u7684\u516c\u53f8\u9009\u62e9\u9000\u51fa\u3002\u4ece\u6280\u672f\u5230\u4ea7\u54c1\u5c31\u662f\u4e00\u4e2a\u5f88\u957f\u7684\u8fc7\u7a0b\uff0c\u82b1 2\u30013 \u5e74\u5b9e\u5c5e\u6b63\u5e38\u3002\u7b97\u4e0a\u7528\u6237\u7684\u9700\u6c42\u7684\u6d8c\u73b0\uff0c\u53ef\u80fd\u5f97\u82b1\u66f4\u957f\u65f6\u95f4\u3002\u6211\u4eec\u4e13\u6ce8\u5f53\u4e0b\u5728\u8ff7\u96fe\u4e2d\u63a2\u8def\uff0c\u5bf9\u672a\u6765\u4fdd\u6301\u4e50\u89c2\u3002<\/p>\n<p><strong>\u6280\u672f\uff1aLLM \u8ba4\u77e5\u7684\u56db\u4e2a\u9636\u6bb5<\/strong><\/p>\n<p>\u5bf9 LLM \u7684\u8ba4\u77e5\u7ecf\u5386\u4e86\u56db\u4e2a\u9636\u6bb5\u3002\u7b2c\u4e00\u9636\u6bb5\u662f Bert \u5230 GPT3\uff0c\u611f\u53d7\u662f\u65b0\u67b6\u6784\uff0c\u5927\u6570\u636e\uff0c\u8fd9\u4e2a\u53ef\u4ee5\u641e\u3002\u6211\u4eec\u5728 <mark data-type=\"institutions\" data-id=\"06b21a34-9bd5-4b93-b1be-039b073c60c6\">Amazon<\/mark> \u7684\u65f6\u5019\u4e5f\u662f\u7b2c\u4e00\u65f6\u95f4\u8fdb\u53bb\u505a\u4e86\u5927\u89c4\u6a21\u7684\u8bad\u7ec3\u548c\u5728\u4ea7\u54c1\u4e0a\u7684\u843d\u5730\u3002<\/p>\n<p>\u7b2c\u4e8c\u9636\u6bb5\u662f\u521a\u521b\u4e1a\u7684\u65f6\u5019 GPT4 \u4e86\u653e\u51fa\u6765\uff0c\u5927\u53d7\u9707\u64bc\u3002\u5927\u534a\u539f\u56e0\u6765\u81ea\u6280\u672f\u4e0d\u516c\u5f00\u4e86\u3002\u6839\u636e\u5c0f\u9053\u6d88\u606f\u4f30\u7b97\u4e00\u6b21\u6a21\u578b\u8bad\u7ec3\u4e00\u4e2a\u4ebf\uff0c\u6807\u6570\u636e\u6210\u672c\u51e0\u5343\u4e07\u3002\u5f88\u591a\u6295\u8d44\u4eba\u95ee\u6211\u590d\u73b0 GPT4 \u6210\u672c\u5f97\u591a\u5c11\uff0c\u6211\u8bf4 3-4 \u4ebf\u8981\u628a\u3002\u540e\u6765\u4ed6\u4eec\u4e2d\u4e00\u5bb6\u771f\u4e00\u628a\u6295\u4e86\u5927\u51e0\u4ebf\u51fa\u53bb\u3002<\/p>\n<p>\u7b2c\u4e09\u9636\u6bb5\u662f\u521b\u4e1a\u7684\u7b2c\u4e00\u4e2a\u534a\u5e74\u3002\u6211\u4eec\u505a\u4e0d\u52a8 GPT4\uff0c\u90a3\u5c31\u60f3\u7740\u4ece\u5177\u4f53\u7684\u95ee\u9898\u51fa\u53d1\u5427\u3002\u4e8e\u662f\u5f00\u59cb\u627e\u5ba2\u6237\uff0c\u6709\u6e38\u620f\u7684\u3001\u6559\u80b2\u7684\u3001\u9500\u552e\u7684\u3001\u91d1\u878d\u7684\u3001\u4fdd\u9669\u7684\u3002\u9488\u5bf9\u5177\u4f53\u7684\u9700\u6c42\u53bb\u8bad\u7ec3\u6a21\u578b\u3002\u4e00\u5f00\u59cb\u5e02\u9762\u4e0a\u6ca1\u6709\u597d\u7684\u5f00\u6e90\u6a21\u578b\uff0c\u6211\u4eec\u5c31\u4ece\u5934\u8bad\u7ec3\uff0c\u540e\u6765\u5f88\u591a\u5f88\u597d\u7684\u6a21\u578b\u51fa\u6765\u4e86\uff0c\u964d\u4f4e\u4e86\u6211\u4eec\u6210\u672c\u3002\u7136\u540e\u9488\u5bf9\u4e1a\u52a1\u573a\u666f\u8bbe\u8ba1\u8bc4\u4f30\u65b9\u6cd5\uff0c\u6807\u6570\u636e\uff0c\u53bb\u770b\u6a21\u578b\u54ea\u4e9b\u5730\u65b9\u4e0d\u884c\uff0c\u9488\u5bf9\u6027\u63d0\u5347\u3002<\/p>\n<p>23 \u5e74\u5e74\u5e95\u65f6\uff0c\u60ca\u559c\u53d1\u73b0\u6211\u4eec\u7684 Photon\uff08Boson \u7684\u4e00\u79cd\uff09\u7cfb\u5217\u6a21\u578b\u5728\u5ba2\u6237\u5e94\u7528\u4e0a\u7684\u6548\u679c\u90fd\u6253\u8d62 GPT4 \u4e86\u3002\u5b9a\u5236\u6a21\u578b\u7684\u597d\u5904\u662f\u63a8\u7406\u6210\u672c\u662f\u8c03\u7528 API \u7684 1\/10\u3002\u867d\u7136\u4eca\u5929 API \u5df2\u7ecf\u4fbf\u5b9c\u5f88\u591a\uff0c\u4f46\u6211\u4eec\u81ea\u5df1\u6280\u672f\u4e5f\u540c\u6837\u5728\u8fdb\u6b65\uff0c\u4ecd\u7136\u662f 1\/10 \u6210\u672c\u3002\u53e6\u5916\uff0cQPS\uff0c\u5ef6\u65f6\u7b49\u90fd\u66f4\u597d\u63a7\u5236\u3002\u8fd9\u4e2a\u9636\u6bb5\u7684\u8ba4\u77e5\u662f\u5bf9\u4e8e\u5177\u4f53\u5e94\u7528\uff0c\u6211\u4eec\u662f\u53ef\u4ee5\u6253\u8d62\u5e02\u9762\u6700\u597d\u6a21\u578b\u7684\u3002<\/p>\n<p>\u7b2c\u56db\u9636\u6bb5\u662f\u521b\u4e1a\u7684\u7b2c\u4e8c\u4e2a\u534a\u5e74\u3002\u867d\u7136\u5ba2\u6237\u62ff\u5230\u4e86\u5408\u540c\u91cc\u8981\u7684\u6a21\u578b\uff0c\u4f46\u8fd8\u4e0d\u662f\u4ed6\u4eec\u7406\u60f3\u4e2d\u7684\u4e1c\u897f\uff0c\u56e0\u4e3a GPT4 \u8fd8\u8fdc\u4e0d\u591f\u3002\u5e74\u521d\u65f6\u53d1\u73b0\u9488\u5bf9\u5355\u4e00\u5e94\u7528\u8bad\u7ec3\uff0c\u6a21\u578b\u5f88\u96be\u518d\u6b21\u98de\u8dc3\u3002\u56de\u8fc7\u5934\u60f3\uff0c\u5982\u679c AGI \u662f\u8fbe\u5230\u666e\u901a\u4eba\u7c7b\u6c34\u5e73\uff0c\u5ba2\u6237\u8981\u7684\u662f\u4e13\u4e1a\u4eba\u58eb\u7684\u6c34\u5e73\u3002\u6e38\u620f\u8981\u4e13\u4e1a\u7b56\u5212\u548c\u4e13\u4e1a\u6f14\u5458\u3001\u6559\u80b2\u8981\u91d1\u724c\u8001\u5e08\u3001\u9500\u552e\u8981\u91d1\u724c\u9500\u552e\u3001\u91d1\u878d\u4fdd\u9669\u8981\u9ad8\u7ea7\u5206\u6790\u5e08\u3002\u8fd9\u90fd\u662f AGI \u52a0\u4e0a\u884c\u4e1a\u4e13\u4e1a\u80fd\u529b\u3002\u867d\u7136\u5f53\u65f6\u6211\u4eec\u5185\u5fc3\u5bf9 AGI \u5145\u6ee1\u656c\u754f\uff0c\u4f46\u611f\u89c9\u662f\u907f\u4e0d\u5f00\u7684\u3002<\/p>\n<p>\u5e74\u521d\u6211\u4eec\u8bbe\u8ba1\u4e86 Higgs\uff08\u4e0a\u5e1d\u7c92\u5b50\uff0cBoson \u7684\u4e00\u79cd\uff09\u7cfb\u5217\u6a21\u578b\u3002\u4e3b\u6253\u901a\u7528\u80fd\u529b\u7d27\u8ddf\u6700\u597d\u7684\u6a21\u578b\uff0c\u4f46\u5728\u67d0\u4e2a\u80fd\u529b\u4e0a\u7a81\u51fa\u3002\u6211\u4eec\u6311\u9009\u7684\u80fd\u529b\u662f\u89d2\u8272\u626e\u6f14\uff1a\u626e\u6f14\u865a\u62df\u89d2\u8272\u3001\u626e\u6f14\u8001\u5e08\u3001\u626e\u6f14\u9500\u552e\u3001\u626e\u6f14\u5206\u6790\u5e08\u7b49\u7b49\u300224 \u5e74\u5e74\u4e2d\u7684\u65f6\u5019\u8fed\u4ee3\u5230\u7b2c\u4e8c\u4ee3\uff0c\u5728\u6d4b\u8bd5\u901a\u7528\u80fd\u529b\u7684 Arena-Hard \u548c AlpacaEval 2.0 \u4e0a\uff0cV2 \u8ddf\u6700\u597d\u7684\u6a21\u578b\u6253\u5f97\u6709\u6765\u6709\u56de\uff0c\u5728\u6d4b\u8bd5\u77e5\u8bc6\u7684 MMLU-Pro \u4e0a\u4e5f\u6ca1\u5dee\u5f88\u8fdc\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-61d4e88d48d080d04875a1c0d6777c08.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-61d4e88d48d080d04875a1c0d6777c08.png\"><\/a><\/p>\n<p>Higgs-V2 \u662f\u57fa\u4e8e Llama3 base\uff0c\u7136\u540e\u505a\u4e86\u5b8c\u6574\u7684 post-training\u3002\u6211\u4eec\u65e0\u6cd5\u50cf Meta \u90a3\u6837\u82b1\u5927\u94b1\u6807\u6ce8\u6570\u636e\uff0c\u6240\u4ee5 V2 \u6bd4 Llama3 Instruct \u597d\uff0c\u539f\u56e0\u5e94\u8be5\u8fd8\u662f\u4e3b\u8981\u6765\u81ea\u7b97\u6cd5\u7684\u521b\u65b0\u3002<\/p>\n<p>\u7136\u540e\u6211\u4eec\u505a\u4e86\u4e2a\u8bc4\u4f30\u89d2\u8272\u626e\u6f14\u7684\u8bc4\u6d4b\u96c6\uff0c\u5305\u542b\u6309\u7167\u4eba\u8bbe\u626e\u6f14\uff0c\u548c\u6309\u7167\u573a\u666f\u626e\u6f14\u3002\u602a\u4e0d\u597d\u610f\u601d\u662f\u81ea\u5df1\u7684\u6a21\u578b\u5728\u81ea\u5df1\u7684\u699c\u5355\u4e0a\u62ff\u4e86\u7b2c\u4e00\u3002\u4f46\u6a21\u578b\u8bad\u7ec3\u4e2d\u662f\u6ca1\u6709\u78b0\u8bc4\u6d4b\u7528\u7684\u6570\u636e\u3002\u56e0\u4e3a\u8fd9\u4e2a\u8bc4\u6d4b\u96c6\u4e00\u5f00\u59cb\u5c31\u662f\u60f3\u81ea\u7528\uff0c\u5e0c\u671b\u80fd\u771f\u5b9e\u53cd\u6620\u6a21\u578b\u80fd\u529b\uff0c\u6240\u4ee5\u8981\u907f\u514d\u6a21\u578b overfit \u6570\u636e\u96c6\u3002\u4f46\u505a\u8bc4\u6d4b\u7684\u540c\u5b66\u60f3\u5199\u6280\u672f\u62a5\u544a\uff0c\u6240\u4ee5\u653e\u51fa\u6765\u4e86\u3002\u6709\u610f\u601d\u7684\u662f\uff0c\u6309\u89d2\u8272\u626e\u6f14\u7684\u6d4b\u8bd5\u6837\u672c\u6765\u81ea c.ai\uff0c\u4f46\u4ed6\u4eec\u5bb6\u7684\u6a21\u578b\u80fd\u529b\u662f\u57ab\u5e95\u7684\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-9a6dd5f30b1c81c8f16de07aae3513b7.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/08\/frc-9a6dd5f30b1c81c8f16de07aae3513b7.png\"><\/a><\/p>\n<p>\u7b2c\u56db\u9636\u6bb5\u7684\u8ba4\u77e5\u662f\uff0c\u597d\u7684\u5782\u76f4\u6a21\u578b\u901a\u7528\u80fd\u529b\u4e5f\u4e0d\u80fd\u5f31\uff0c\u4f8b\u5982 reasoning\uff0cinstruction following \u8fd9\u4e9b\u80fd\u529b\u5782\u76f4\u4e0a\u4e5f\u662f\u9700\u8981\u7684\u3002\u957f\u8fdc\u6765\u770b\uff0c\u901a\u7528\u548c\u5782\u76f4\u6a21\u578b\u90fd\u5f97\u671d\u7740 AGI 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