{"id":17593,"date":"2024-01-17T15:59:05","date_gmt":"2024-01-17T07:59:05","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=17593"},"modified":"2024-01-17T15:59:05","modified_gmt":"2024-01-17T07:59:05","slug":"200%e4%ba%bf%e3%80%8c%e4%b9%a6%e7%94%9f%c2%b7%e6%b5%a6%e8%af%ad2-0%e3%80%8d%e6%ad%a3%e5%bc%8f%e5%bc%80%e6%ba%90%ef%bc%81%e6%95%b0%e6%8e%a8%e6%80%a7%e8%83%bd%e6%af%94%e8%82%a9chatgpt%ef%bc%8c200k","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2024\/01\/17\/17593\/","title":{"rendered":"200\u4ebf\u300c\u4e66\u751f\u00b7\u6d66\u8bed2.0\u300d\u6b63\u5f0f\u5f00\u6e90\uff01\u6570\u63a8\u6027\u80fd\u6bd4\u80a9ChatGPT\uff0c200K\u8d85\u957f\u4e0a\u4e0b\u6587\u5b8c\u7f8e\u53ec\u56de"},"content":{"rendered":"<div 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https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/b66a2e531af0f130afd390b3ec19eecc38fbeb-147x150.png 147w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/b66a2e531af0f130afd390b3ec19eecc38fbeb-768x786.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p>InternLM2\u8bbe\u8ba1\u7684\u8bfe\u7a0b\u5927\u7eb2\u7cbe\u51c6\u9075\u5faa\u7528\u6237\u8981\u6c42\uff08\u6bd4\u5982\u683c\u5f0f\u3001\u6570\u91cf\u3001\u5185\u5bb9\u7b49\uff09<\/p>\n<p><strong>2. \u4ee5\u5bcc\u6709\u4eba\u6587\u5173\u6000\u7684\u56de\u7b54\u5f00\u89e3\u7528\u6237<\/strong><\/p>\n<p><img data-dominant-color=\"d7d9e8\" data-has-transparency=\"false\" style=\"--dominant-color: #d7d9e8;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-17602\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/836e0c562bcf586796009779b947d910a9b458.png\" width=\"1080\" height=\"422\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/836e0c562bcf586796009779b947d910a9b458.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/836e0c562bcf586796009779b947d910a9b458-300x117.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/836e0c562bcf586796009779b947d910a9b458-1024x400.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/836e0c562bcf586796009779b947d910a9b458-150x59.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/836e0c562bcf586796009779b947d910a9b458-768x300.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p>InternLM2\u80fd\u591f\u5728\u5bf9\u8bdd\u4e2d\u4e0e\u7528\u6237\u300c\u5171\u60c5\u300d<\/p>\n<p><strong>3. \u5c55\u5f00\u60f3\u8c61\u529b\uff0c\u7f16\u5199\u300a\u6d41\u6d6a\u5730\u74033\u300b\u7684\u5267\u672c<\/strong><\/p>\n<p><img data-dominant-color=\"dbddee\" data-has-transparency=\"false\" style=\"--dominant-color: #dbddee;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-17603\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/116806268a60617d4074855b385b65b8ce00d5.png\" width=\"1080\" height=\"1105\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/116806268a60617d4074855b385b65b8ce00d5.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/116806268a60617d4074855b385b65b8ce00d5-293x300.png 293w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/116806268a60617d4074855b385b65b8ce00d5-1001x1024.png 1001w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/116806268a60617d4074855b385b65b8ce00d5-147x150.png 147w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/116806268a60617d4074855b385b65b8ce00d5-768x786.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p>InternLM2\u8bbe\u8ba1\u7684\u5177\u5907\u5145\u6ee1\u4e30\u5bcc\u7684\u5408\u7406\u60f3\u8c61\uff0c\u6bd4\u5982\u5916\u661f\u9057\u8ff9\u3001\u91cf\u5b50\u7ea0\u7f20\u7684\u5f15\u5165\u7b49\u3002\u540c\u65f6\u6574\u4e2a\u6545\u4e8b\u8868\u73b0\u4e86\u4eba\u7c7b\u9762\u5bf9\u5371\u673a\u65f6\u7684\u52c7\u6c14\u548c\u56e2\u7ed3\u7cbe\u795e<\/p>\n<p>\u5bf9\u8bdd\u548c\u521b\u9020\u7684\u4f53\u9a8c\u8fdb\u6b65\u7684\u539f\u56e0\uff0c\u4e00\u65b9\u9762\u662f\u57fa\u7840\u8bed\u8a00\u80fd\u529b\u7684\u663e\u8457\u589e\u5f3a\uff0c\u53e6\u4e00\u65b9\u9762\u4e5f\u5f97\u76ca\u4e8e\u5fae\u8c03\u6280\u672f\u7684\u63d0\u5347\u3002<\/p>\n<p>\u5728\u5fae\u8c03\u7684\u8fc7\u7a0b\u4e2d\uff0cInternLM2\u4e0d\u4ec5\u4f7f\u7528\u4e86\u7ecf\u8fc7\u7b2c\u4e09\u4ee3\u6570\u636e\u6e05\u6d17\u8fc7\u6ee4\u6280\u672f\u5904\u7406\u7684\u6307\u4ee4\u5fae\u8c03\u8bed\u6599\uff0c\u540c\u65f6\u4e5f\u91c7\u7528\u4e86\u66f4\u5f3a\u7684Online RLHF\u3002<\/p>\n<p>\u671f\u95f4\uff0c\u7814\u7a76\u4eba\u5458\u8fd8\u5bf9\u5956\u52b1\u6a21\u578b\u548c\u5bf9\u8bdd\u6a21\u578b\u8fdb\u884c\u4e86\u4e09\u8f6e\u8fed\u4ee3\u66f4\u65b0\uff0c\u6bcf\u4e00\u8f6e\u66f4\u65b0\u5747\u9488\u5bf9\u524d\u4e00\u8f6e\u6a21\u578b\u7684\u8868\u73b0\u66f4\u65b0\u504f\u597d\u6570\u636e\u4e0e\u63d0\u793a\u8bcd\u3002<\/p>\n<p>\u5728\u5956\u52b1\u6a21\u578b\u8bad\u7ec3\uff08RM\uff09\u548c\u8fd1\u7aef\u7b56\u7565\u4f18\u5316\uff08PPO\uff09\u9636\u6bb5\uff0c\u7814\u7a76\u4eba\u5458\u5747\u8861\u91c7\u7528\u5404\u7c7b\u63d0\u793a\u8bcd\uff0c\u4e0d\u4ec5\u63d0\u9ad8\u4e86\u5bf9\u8bdd\u7684\u5b89\u5168\u6027\uff0c\u4e5f\u63d0\u5347\u4e86\u7528\u6237\u4f53\u9a8c\u3002<\/p>\n<h4>\u5de5\u5177\u8c03\u7528\uff1a\u80fd\u529b\u5347\u7ea7\uff0c\u66f4\u7cbe\u51c6\u7684\u5de5\u5177\u9009\u7528\uff0c\u66f4\u53ef\u9760\u7684\u591a\u6b65\u89c4\u5212<\/h4>\n<p>\u57fa\u4e8e\u66f4\u5f3a\u5927\u3001\u66f4\u5177\u6cdb\u5316\u6027\u7684\u6307\u4ee4\u7406\u89e3\u3001\u5de5\u5177\u7b5b\u9009\u4e0e\u7ed3\u679c\u53cd\u601d\u7b49\u80fd\u529b\uff0cInternLM2\u53ef\u652f\u6301\u590d\u6742\u667a\u80fd\u4f53\u7684\u642d\u5efa\uff0c\u652f\u6301\u5bf9\u5de5\u5177\u8fdb\u884c\u591a\u8f6e\u6709\u6548\u8c03\u7528\u53ca\u591a\u6b65\u9aa4\u89c4\u5212\uff0c\u5b8c\u6210\u590d\u6742\u4efb\u52a1\u3002<\/p>\n<p>\u4e3a\u4e86\u4fbf\u4e8e\u8bc4\u4f30\uff0c\u8054\u5408\u56e2\u961f\u9488\u5bf9\u591a\u79cd\u4efb\u52a1\u6784\u5efa\u4e86\u7ec6\u7c92\u5ea6\u5de5\u5177\u8c03\u7528\u8bc4\u6d4b\u96c6T-Eval\u3002<\/p>\n<p><img data-dominant-color=\"838c8e\" data-has-transparency=\"false\" style=\"--dominant-color: #838c8e;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-17604\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/23f0d8f72ccf2ce8ae995090417fc633604798.png\" width=\"1080\" height=\"501\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/23f0d8f72ccf2ce8ae995090417fc633604798.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/23f0d8f72ccf2ce8ae995090417fc633604798-300x139.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/23f0d8f72ccf2ce8ae995090417fc633604798-1024x475.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/23f0d8f72ccf2ce8ae995090417fc633604798-150x70.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/23f0d8f72ccf2ce8ae995090417fc633604798-768x356.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p>\u9879\u76ee\u5730\u5740\uff1ahttps:\/\/open-compass.github.io\/T-Eval\/<\/p>\n<p>\u7ed3\u679c\u663e\u793a\uff0cInternLM2-Chat-7B\u5728\u8be5\u8bc4\u6d4b\u96c6\u4e0a\u7684\u8868\u73b0\u5df2\u7ecf\u8d85\u8d8a\u4e86Claude-2.1\u548c\u76ee\u524d\u7684\u5f00\u6e90\u6a21\u578b\uff0c\u6027\u80fd\u63a5\u8fd1GPT-3.5\u3002<\/p>\n<p><img data-dominant-color=\"fcfcfc\" data-has-transparency=\"false\" style=\"--dominant-color: #fcfcfc;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-17605\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/c96e40d57a0c3939028187a4d5c7d19ca81889.jpg\" width=\"1050\" height=\"502\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/c96e40d57a0c3939028187a4d5c7d19ca81889.jpg 1050w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/c96e40d57a0c3939028187a4d5c7d19ca81889-300x143.jpg 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/c96e40d57a0c3939028187a4d5c7d19ca81889-1024x490.jpg 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/c96e40d57a0c3939028187a4d5c7d19ca81889-150x72.jpg 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/c96e40d57a0c3939028187a4d5c7d19ca81889-768x367.jpg 768w\" sizes=\"auto, (max-width: 1050px) 100vw, 1050px\" \/><\/p>\n<p>InternLM2\u5de5\u5177\u8c03\u7528\u80fd\u529b\u5168\u9762\u63d0\u5347<\/p>\n<p>\u901a\u8fc7\u5de5\u5177\u7684\u8c03\u7528\uff0c\u5927\u8bed\u8a00\u6a21\u578b\u4fbf\u53ef\u4ee5\u5229\u7528\u641c\u7d22\u3001\u8ba1\u7b97\u3001\u4ee3\u7801\u89e3\u91ca\u5668\u7b49\u6765\u83b7\u53d6\u77e5\u8bc6\u5e76\u5904\u7406\u66f4\u590d\u6742\u7684\u95ee\u9898\uff0c\u4ece\u800c\u62d3\u5c55\u5e94\u7528\u8fb9\u754c\u3002<\/p>\n<p>\u9488\u5bf9\u6a21\u578b\u8c03\u7528\u5de5\u5177\u6d41\u7a0b\uff0c\u7814\u7a76\u4eba\u5458\u8fd8\u5b9e\u65bd\u4e86\u7ec6\u7c92\u5ea6\u7684\u62c6\u89e3\u548c\u5206\u6790\uff0c\u9488\u5bf9\u89c4\u5212\u3001\u63a8\u7406\u3001\u5de5\u5177\u9009\u62e9\u3001\u7406\u89e3\u3001\u6267\u884c\u3001\u53cd\u601d\u7b49\u6b65\u9aa4\u8fdb\u884c\u4e86\u9488\u5bf9\u6027\u589e\u5f3a\u548c\u4f18\u5316\u3002<\/p>\n<p><img data-dominant-color=\"f9f9f8\" data-has-transparency=\"false\" style=\"--dominant-color: #f9f9f8;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-17606\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2024\/01\/c1354c98528d37fa890321f5449899312f02ac.gif\" width=\"1079\" height=\"771\" alt=\"\u56fe\u7247\" title=\"\u56fe\u7247\" \/><\/p>\n<p>\u57fa\u4e8eInternLM2\u901a\u8fc7\u5f00\u6e90\u667a\u80fd\u4f53\u6846\u67b6 Lagent\u642d\u5efa\u7684\u7528\u6237\u52a9\u624b\u667a\u80fd\u4f53\uff0c\u80fd\u591f\u5728\u4e00\u6b21\u6307\u4ee4\u56de\u5e94\u4e2d\u5b8c\u6210\u5730\u56fe\u67e5\u8be2\u3001\u8def\u7ebf\u89c4\u5212\u3001\u53d1\u90ae\u4ef6\u7b49\u4efb\u52a1<\/p>\n<h4>\u6570\u7406\u63a8\u7406\uff1a\u4f1a\u505a\u9898\uff0c\u8fd8\u4f1a\u53ef\u89c6\u5316\u5206\u6790<\/h4>\n<p>\u6570\u5b66\u80fd\u529b\u662f\u5927\u6a21\u578b\u903b\u8f91\u601d\u7ef4\u548c\u63a8\u7406\u80fd\u529b\u7684\u91cd\u8981\u4f53\u73b0\u3002<\/p>\n<p>\u4e3a\u6b64\uff0c\u4e0a\u6d77AI\u5b9e\u9a8c\u5ba4\u901a\u8fc7\u6784\u5efa\u66f4\u52a0\u79d1\u5b66\u7684\u9884\u8bad\u7ec3\u8bed\u6599\uff0c\u5bf9InternLM2\u7684\u6570\u5b66\u80fd\u529b\u8fdb\u884c\u5168\u9762\u63d0\u5347\uff0c\u4f7f\u5176\u8fbe\u5230\u4e86\u5f53\u524d\u5f00\u6e90\u6a21\u578b\u7684\u6807\u6746\u6c34\u5e73\u3002<\/p>\n<p>\u5728\u4e0d\u4f9d\u9760\u8ba1\u7b97\u5668\u7b49\u5916\u90e8\u5de5\u5177\u7684\u60c5\u51b5\u4e0b\uff0c\u62e5\u6709\u7740\u6781\u5f3a\u5185\u751f\u8ba1\u7b97\u80fd\u529b\u7684InternLM2\u5728100\u4ee5\u5185\u7684\u7b80\u5355\u6570\u5b66\u8fd0\u7b97\u4e0a\u80fd\u591f\u505a\u5230\u63a5\u8fd1100%\u7684\u51c6\u786e\u7387\uff0c\u57281000\u4ee5\u5185\u8fbe\u523080%\u5de6\u53f3\u7684\u8fd0\u7b97\u51c6\u786e\u7387\u3002<\/p>\n<p>\u5728GSM8K\u548cMATH\u8bc4\u6d4b\u4e2d\uff0cInternLM2-20B\u7684\u8868\u73b0\u66f4\u662f\u8d85\u8fc7\u4e86ChatGPT\uff08GPT-3.5\uff09\u3002<\/p>\n<p><img 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