{"id":5861,"date":"2026-03-16T08:11:36","date_gmt":"2026-03-16T00:11:36","guid":{"rendered":"https:\/\/blog.lss.lol\/index.php\/2026\/03\/16\/ai%e8%a1%8c%e4%b8%9a%e8%b5%84%e8%ae%af%ef%bc%9a%e5%bc%80%e6%ba%90%e6%a8%a1%e5%9e%8b%e6%80%a7%e8%83%bd%e8%b6%85%e8%b6%8agpt-4%ef%bc%8c%e6%8a%80%e6%9c%af%e6%b0%91%e4%b8%bb%e5%8c%96%e8%bf%9b%e5%85%a5\/"},"modified":"2026-03-16T08:11:36","modified_gmt":"2026-03-16T00:11:36","slug":"ai%e8%a1%8c%e4%b8%9a%e8%b5%84%e8%ae%af%ef%bc%9a%e5%bc%80%e6%ba%90%e6%a8%a1%e5%9e%8b%e6%80%a7%e8%83%bd%e8%b6%85%e8%b6%8agpt-4%ef%bc%8c%e6%8a%80%e6%9c%af%e6%b0%91%e4%b8%bb%e5%8c%96%e8%bf%9b%e5%85%a5","status":"publish","type":"post","link":"https:\/\/blog.lss.lol\/index.php\/2026\/03\/16\/ai%e8%a1%8c%e4%b8%9a%e8%b5%84%e8%ae%af%ef%bc%9a%e5%bc%80%e6%ba%90%e6%a8%a1%e5%9e%8b%e6%80%a7%e8%83%bd%e8%b6%85%e8%b6%8agpt-4%ef%bc%8c%e6%8a%80%e6%9c%af%e6%b0%91%e4%b8%bb%e5%8c%96%e8%bf%9b%e5%85%a5\/","title":{"rendered":"AI\u884c\u4e1a\u8d44\u8baf\uff1a\u5f00\u6e90\u6a21\u578b\u6027\u80fd\u8d85\u8d8aGPT-4\uff0c\u6280\u672f\u6c11\u4e3b\u5316\u8fdb\u5165\u65b0\u9636\u6bb5"},"content":{"rendered":"<h2>\u5f00\u6e90AI\u6a21\u578b\u6027\u80fd\u7a81\u7834\u5f15\u53d1\u884c\u4e1a\u9707\u8361<\/h2>\n<p>\u6700\u8fd1\u5728\u6280\u672f\u793e\u533a\u5f15\u53d1\u5e7f\u6cdb\u8ba8\u8bba\u7684\u4e00\u6761\u6d88\u606f\u662f\uff0c\u591a\u4e2a\u5f00\u6e90\u5927\u578b\u8bed\u8a00\u6a21\u578b\u5728\u5173\u952e\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u9996\u6b21\u8d85\u8d8a\u4e86GPT-4\u7684\u6027\u80fd\u8868\u73b0\u3002\u8fd9\u4e00\u7a81\u7834\u6027\u8fdb\u5c55\u4e0d\u4ec5\u6807\u5fd7\u7740<a href=\"https:\/\/blog.lss.lol\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"color: #2271b1;text-decoration: underline\">AI\u6280\u672f<\/a>\u53d1\u5c55\u7684\u4e00\u4e2a\u91cd\u8981\u91cc\u7a0b\u7891\uff0c\u66f4\u9884\u793a\u7740\u6574\u4e2a\u884c\u4e1a\u751f\u6001\u53ef\u80fd\u8fce\u6765\u7ed3\u6784\u6027\u53d8\u9769\u3002<\/p>\n<p>\u6839\u636e\u6700\u65b0\u53d1\u5e03\u7684\u8bc4\u4f30\u6570\u636e\uff0c\u5305\u62ecLlama 3.1\u3001Qwen2.5\u548cDeepSeek-V2\u5728\u5185\u7684\u591a\u4e2a\u5f00\u6e90\u6a21\u578b\uff0c\u5728MMLU\uff08\u5927\u89c4\u6a21\u591a\u4efb\u52a1\u8bed\u8a00\u7406\u89e3\uff09\u3001GSM8K\uff08\u6570\u5b66\u63a8\u7406\uff09\u548cHumanEval\uff08\u4ee3\u7801\u751f\u6210\uff09\u7b49\u6743\u5a01\u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0c\u7efc\u5408\u5f97\u5206\u5df2\u7ecf\u8d85\u8fc7\u4e86GPT-4\u7684\u5bf9\u5e94\u7248\u672c\u3002\u8fd9\u4e00\u7ed3\u679c\u6253\u7834\u4e86\u957f\u671f\u4ee5\u6765\u95ed\u6e90\u6a21\u578b\u5728\u6027\u80fd\u4e0a\u7684\u7edd\u5bf9\u4f18\u52bf\u5730\u4f4d\u3002<\/p>\n<h3>\u6280\u672f\u7a81\u7834\u80cc\u540e\u7684\u5173\u952e\u56e0\u7d20<\/h3>\n<p>\u5f00\u6e90\u6a21\u578b\u80fd\u591f\u5b9e\u73b0\u8fd9\u4e00\u8de8\u8d8a\u5f0f\u8fdb\u6b65\uff0c\u4e3b\u8981\u5f97\u76ca\u4e8e\u51e0\u4e2a\u5173\u952e\u56e0\u7d20\uff1a<\/p>\n<ul>\n<li><strong>\u9ad8\u8d28\u91cf\u8bad\u7ec3\u6570\u636e\u7684\u5f00\u653e\u83b7\u53d6<\/strong>\uff1a\u591a\u4e2a\u7814\u7a76\u673a\u6784\u516c\u5f00\u4e86\u7ecf\u8fc7\u7cbe\u5fc3\u6e05\u6d17\u548c\u6807\u6ce8\u7684\u5927\u89c4\u6a21\u8bad\u7ec3\u6570\u636e\u96c6<\/li>\n<li><strong>\u7b97\u6cd5\u521b\u65b0\u7684\u5feb\u901f\u4f20\u64ad<\/strong>\uff1a\u6ce8\u610f\u529b\u673a\u5236\u4f18\u5316\u3001\u6df7\u5408\u4e13\u5bb6\u67b6\u6784\u7b49\u521b\u65b0\u6280\u672f\u5728\u5f00\u6e90\u793e\u533a\u8fc5\u901f\u8fed\u4ee3<\/li>\n<li><strong>\u5206\u5e03\u5f0f\u8ba1\u7b97\u8d44\u6e90\u7684\u6709\u6548\u5229\u7528<\/strong>\uff1a\u793e\u533a\u534f\u4f5c\u6a21\u5f0f\u4f7f\u5f97\u8ba1\u7b97\u8d44\u6e90\u5f97\u4ee5\u9ad8\u6548\u6574\u5408\u548c\u5206\u914d<\/li>\n<li><strong>\u5fae\u8c03\u6280\u672f\u7684\u6210\u719f<\/strong>\uff1a\u53c2\u6570\u9ad8\u6548\u5fae\u8c03\u65b9\u6cd5\u8ba9\u4e2d\u5c0f\u56e2\u961f\u4e5f\u80fd\u57fa\u4e8e\u57fa\u7840\u6a21\u578b\u5f00\u53d1\u9ad8\u6027\u80fd\u5e94\u7528<\/li>\n<\/ul>\n<h2>\u6027\u80fd\u5bf9\u6bd4\uff1a\u5f00\u6e90\u4e0e\u95ed\u6e90\u6a21\u578b\u7684\u5dee\u8ddd\u6b63\u5728\u7f29\u5c0f<\/h2>\n<p>\u4e3a\u4e86\u66f4\u76f4\u89c2\u5730\u5c55\u793a\u8fd9\u4e00\u53d8\u5316\uff0c\u6211\u4eec\u6574\u7406\u4e86\u6700\u65b0\u4e00\u8f6e\u57fa\u51c6\u6d4b\u8bd5\u7684\u4e3b\u8981\u7ed3\u679c\uff1a<\/p>\n<table border=\"1\" cellpadding=\"8\" cellspacing=\"0\">\n<thead>\n<tr>\n<th>\u6a21\u578b\u540d\u79f0<\/th>\n<th>MMLU\u5f97\u5206<\/th>\n<th>GSM8K\u5f97\u5206<\/th>\n<th>HumanEval\u5f97\u5206<\/th>\n<th>\u6a21\u578b\u5927\u5c0f<\/th>\n<th>\u8bb8\u53ef\u8bc1\u7c7b\u578b<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>GPT-4<\/td>\n<td>86.4%<\/td>\n<td>92.0%<\/td>\n<td>87.3%<\/td>\n<td>\u672a\u516c\u5f00<\/td>\n<td>\u95ed\u6e90\u5546\u7528<\/td>\n<\/tr>\n<tr>\n<td>Llama 3.1 405B<\/td>\n<td>87.1%<\/td>\n<td>93.2%<\/td>\n<td>88.7%<\/td>\n<td>4050\u4ebf<\/td>\n<td>\u5f00\u6e90\u5546\u7528<\/td>\n<\/tr>\n<tr>\n<td>Qwen2.5 72B<\/td>\n<td>85.8%<\/td>\n<td>91.5%<\/td>\n<td>86.9%<\/td>\n<td>720\u4ebf<\/td>\n<td>\u5f00\u6e90\u5546\u7528<\/td>\n<\/tr>\n<tr>\n<td>DeepSeek-V2<\/td>\n<td>86.7%<\/td>\n<td>92.8%<\/td>\n<td>88.1%<\/td>\n<td>2360\u4ebf<\/td>\n<td>\u5f00\u6e90\u7814\u7a76<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u4ece\u6570\u636e\u53ef\u4ee5\u770b\u51fa\uff0c\u9886\u5148\u7684\u5f00\u6e90\u6a21\u578b\u5728\u591a\u9879\u6307\u6807\u4e0a\u5df2\u7ecf\u5b9e\u73b0\u4e86\u5bf9\u95ed\u6e90\u6807\u6746\u7684\u8d85\u8d8a\uff0c\u7279\u522b\u662f\u5728\u6570\u5b66\u63a8\u7406\u548c\u4ee3\u7801\u751f\u6210\u4efb\u52a1\u4e0a\u8868\u73b0\u5c24\u4e3a\u7a81\u51fa\u3002\u8fd9\u79cd\u6027\u80fd\u53cd\u8f6c\u5728\u4e00\u5e74\u524d\u8fd8\u96be\u4ee5\u60f3\u8c61\u3002<\/p>\n<h3>\u6280\u672f\u6c11\u4e3b\u5316\u7684\u5b9e\u9645\u5f71\u54cd<\/h3>\n<p>\u5f00\u6e90\u6a21\u578b\u7684\u6027\u80fd\u7a81\u7834\u5e26\u6765\u7684\u6700\u76f4\u63a5\u5f71\u54cd\u662f\u6280\u672f\u95e8\u69db\u7684\u663e\u8457\u964d\u4f4e\u3002\u4e2d\u5c0f\u4f01\u4e1a\u548c\u7814\u7a76\u673a\u6784\u73b0\u5728\u80fd\u591f\uff1a<\/p>\n<ul>\n<li>\u57fa\u4e8e\u9ad8\u6027\u80fd\u57fa\u7840\u6a21\u578b\u5f00\u53d1\u5782\u76f4\u9886\u57df\u5e94\u7528\uff0c\u65e0\u9700\u4ece\u96f6\u5f00\u59cb\u8bad\u7ec3<\/li>\n<li>\u5728\u672c\u5730\u6216\u79c1\u6709\u4e91\u90e8\u7f72AI\u80fd\u529b\uff0c\u66f4\u597d\u5730\u6ee1\u8db3\u6570\u636e\u5b89\u5168\u548c\u5408\u89c4\u8981\u6c42<\/li>\n<li>\u6839\u636e\u7279\u5b9a\u9700\u6c42\u5bf9\u6a21\u578b\u8fdb\u884c\u6df1\u5ea6\u5b9a\u5236\uff0c\u800c\u4e0d\u53d7\u95ed\u6e90API\u7684\u529f\u80fd\u9650\u5236<\/li>\n<li>\u5927\u5e45\u964d\u4f4eAI\u5e94\u7528\u7684\u5f00\u53d1\u548c\u8fd0\u8425\u6210\u672c\uff0c\u90e8\u5206\u573a\u666f\u6210\u672c\u53ef\u964d\u4f4e60-80%<\/li>\n<\/ul>\n<blockquote>\n<p>\u5f00\u6e90AI\u7684\u8fd9\u6b21\u7a81\u7834\u4e0d\u4ec5\u4ec5\u662f\u6280\u672f\u6307\u6807\u7684\u8d85\u8d8a\uff0c\u66f4\u662f\u6574\u4e2a\u521b\u65b0\u751f\u6001\u7684\u6743\u529b\u91cd\u6784\u3002\u5f53\u6700\u5148\u8fdb\u7684\u6280\u672f\u4e0d\u518d\u88ab\u5c11\u6570\u5de8\u5934\u5784\u65ad\uff0c\u521b\u65b0\u7684\u706b\u82b1\u5c06\u5728\u66f4\u5e7f\u9614\u7684\u571f\u5730\u4e0a\u70b9\u71c3\u3002<\/p>\n<\/blockquote>\n<h2>\u884c\u4e1a\u683c\u5c40\u7684\u6f5c\u5728\u53d8\u5316<\/h2>\n<p>\u8fd9\u4e00\u6280\u672f\u53d1\u5c55\u8d8b\u52bf\u6b63\u5728\u5f15\u53d1AI\u884c\u4e1a\u7684\u591a\u5c42\u6b21\u53d8\u9769\u3002\u5728\u57fa\u7840\u8bbe\u65bd\u5c42\u9762\uff0c\u6211\u4eec\u770b\u5230\u4e13\u95e8\u9488\u5bf9\u5f00\u6e90\u6a21\u578b\u4f18\u5316\u7684\u63a8\u7406\u6846\u67b6\u548c\u90e8\u7f72\u5de5\u5177\u5feb\u901f\u6d8c\u73b0\u3002\u5728\u5e94\u7528\u5f00\u53d1\u5c42\u9762\uff0c\u57fa\u4e8e\u5f00\u6e90\u6a21\u578b\u7684SaaS\u670d\u52a1\u5f00\u59cb\u6311\u6218\u4f20\u7edf\u95ed\u6e90API\u7684\u5546\u4e1a\u6a21\u5f0f\u3002<\/p>\n<p>\u4f01\u4e1a\u91c7\u8d2d\u7b56\u7565\u4e5f\u5728\u53d1\u751f\u8f6c\u53d8\u3002\u8d8a\u6765\u8d8a\u591a\u7684\u516c\u53f8\u5f00\u59cb\u91c7\u7528\u6df7\u5408\u67b6\u6784\uff1a<\/p>\n<ul>\n<li>\u5c06\u6838\u5fc3\u4e1a\u52a1\u7cfb\u7edf\u4e0e\u5f00\u6e90\u6a21\u578b\u96c6\u6210\uff0c\u786e\u4fdd\u6570\u636e\u4e3b\u6743\u548c\u7cfb\u7edf\u53ef\u63a7\u6027<\/li>\n<li>\u5728\u521b\u65b0\u5b9e\u9a8c\u548c\u975e\u5173\u952e\u5e94\u7528\u4e2d\u4f7f\u7528\u95ed\u6e90API\uff0c\u4fdd\u6301\u6280\u672f\u7075\u6d3b\u6027<\/li>\n<li>\u5efa\u7acb\u5185\u90e8\u6a21\u578b\u5fae\u8c03\u548c\u8bc4\u4f30\u80fd\u529b\uff0c\u5f62\u6210\u81ea\u4e3b\u7684<a href=\"https:\/\/blog.lss.lol\" target=\"_blank\" rel=\"noopener noreferrer\" style=\"color: #2271b1;text-decoration: 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