{"id":1065,"date":"2025-04-27T18:36:19","date_gmt":"2025-04-27T10:36:19","guid":{"rendered":"https:\/\/wedoc.canway.net\/?p=1065"},"modified":"2025-09-02T15:42:12","modified_gmt":"2025-09-02T07:42:12","slug":"opspilot%e8%83%bd%e5%8a%9b%e4%bb%8b%e7%bb%8d%e6%96%87%e6%a1%a3","status":"publish","type":"post","link":"https:\/\/wedoc.canway.net\/?p=1065","title":{"rendered":"OpsPilot\u80fd\u529b\u4ecb\u7ecd\u6587\u6863"},"content":{"rendered":"\n<p>\u6c47\u603b\u4ecb\u7ecdOpsPilot\u4e2d\u7684\u5404\u79cd\u5185\u7f6e\u80fd\u529b\uff0c\u8be6\u7ec6\u89e3\u6790\u5176\u4f5c\u7528\u3002<\/p>\n\n\n\n<h1 class=\"wp-block-heading\">\u6a21\u578b<\/h1>\n\n\n\n<p>\u5728\u8fd9\u4e00\u5757\u5185\u5bb9\u4e2d\uff0c\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5404\u4e2a\u6a21\u578b\u7684\u7c7b\u578b\u3001\u529f\u80fd\u3001\u5e94\u7528\u573a\u666f\u7b49\uff0c\u5e2e\u52a9\u7528\u6237\u9009\u7528\u6a21\u578b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">LLM\u6a21\u578b<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">HuggingFace\u7cfb\u5217<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>QwQ\uff08\u963f\u91cc\u4e91\u901a\u4e49\u5343\u95ee\u63a8\u7406\u6a21\u578b\uff09<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6838\u5fc3\u529f\u80fd<\/strong>\uff1a\u901a\u8fc7\u5f3a\u5316\u5b66\u4e60\u63d0\u5347\u6570\u5b66\u3001\u7f16\u7a0b\u548c\u903b\u8f91\u63a8\u7406\u80fd\u529b\uff0c\u80fd\u7528 \u201c\u601d\u8003\u94fe\u201d \u9010\u6b65\u5206\u6790\u95ee\u9898\u3002<\/li>\n\n\n\n<li><strong>\u4f18\u52bf<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li><strong>\u5c0f\u800c\u5f3a<\/strong>\uff1a\u4ec5 320 \u4ebf\u53c2\u6570\uff08\u7ea6 3.2 \u4ebf\u4e2a \u201c\u77e5\u8bc6\u8282\u70b9\u201d\uff09\uff0c\u6027\u80fd\u5374\u63a5\u8fd1 6700 \u4ebf\u53c2\u6570\u7684 DeepSeek-R1 \u6a21\u578b\u3002<\/li>\n\n\n\n<li><strong>\u591a\u9886\u57df\u7cbe\u901a<\/strong>\uff1a\u6570\u5b66\u9898\u89e3\u7b54\u3001\u4ee3\u7801\u751f\u6210\u3001\u590d\u6742\u903b\u8f91\u63a8\u7406\uff08\u5982\u5408\u540c\u6761\u6b3e\u5206\u6790\uff09\u90fd\u80fd\u80dc\u4efb\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u4f5c\u7528<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li><strong>\u6570\u5b66\u63a8\u7406<\/strong>\uff1a\u80fd\u89e3\u51b3\u590d\u6742\u7684\u6570\u5b66\u95ee\u9898\uff0c\u4f8b\u5982\u89e3\u7b54\u9ad8\u96be\u5ea6\u7684\u4ee3\u6570\u65b9\u7a0b\u3001\u51e0\u4f55\u8bc1\u660e\u9898\u7b49\u3002\u5f53\u4f60\u9047\u5230\u4e00\u9053\u590d\u6742\u7684\u6570\u5217\u63a8\u7406\u9898\uff0c\u5b83\u53ef\u4ee5\u9010\u6b65\u5206\u6790\u63a8\u7406\u8fc7\u7a0b\uff0c\u7ed9\u51fa\u6b63\u786e\u7b54\u6848\u3002<\/li>\n\n\n\n<li><strong>\u7f16\u7a0b\u8f85\u52a9<\/strong>\uff1a\u5e2e\u52a9\u7f16\u5199\u4ee3\u7801\u3001\u8c03\u8bd5\u4ee3\u7801\u4ee5\u53ca\u5bf9\u4ee3\u7801\u8fdb\u884c\u903b\u8f91\u4f18\u5316\u3002\u5982\u679c\u4f60\u5728\u7f16\u5199\u4e00\u4e2a Python \u7a0b\u5e8f\u65f6\u9047\u5230\u903b\u8f91\u9519\u8bef\uff0c\u5b83\u53ef\u4ee5\u5e2e\u4f60\u627e\u51fa\u95ee\u9898\u5e76\u63d0\u4f9b\u89e3\u51b3\u65b9\u6848\u3002<\/li>\n\n\n\n<li><strong>\u901a\u7528\u63a8\u7406<\/strong>\uff1a\u5904\u7406\u5404\u7c7b\u9700\u8981\u903b\u8f91\u601d\u8003\u7684\u95ee\u9898\uff0c\u5982\u5408\u540c\u6761\u6b3e\u89e3\u8bfb\u3001\u903b\u8f91\u8c1c\u9898\u89e3\u7b54\u7b49\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>DeepSeek \u7cfb\u5217\uff08\u56fd\u4ea7\u9ad8\u6548\u6a21\u578b\uff09<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>DeepSeek-R1:1.5b<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6838\u5fc3\u529f\u80fd<\/strong>\uff1a\u4e13\u6ce8\u4e8e\u4ee3\u7801\u9886\u57df\u7684\u8f7b\u91cf\u7ea7\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u652f\u6301 Python\u3001Java \u7b49\u7f16\u7a0b\u8bed\u8a00\u3002<\/li>\n\n\n\n<li><strong>\u4f18\u52bf<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li><strong>\u4f4e\u914d\u7f6e\u8fd0\u884c<\/strong>\uff1a\u624b\u673a\u6216\u666e\u901a\u7535\u8111\uff088GB \u5185\u5b58\uff09\u5373\u53ef\u4f7f\u7528\uff0c\u4e0d\u5360\u8d44\u6e90\u3002<\/li>\n\n\n\n<li><strong>\u4ee3\u7801\u751f\u6210\u5feb<\/strong>\uff1a\u8865\u5168\u4ee3\u7801\u3001\u751f\u6210\u51fd\u6570\u3001\u8c03\u8bd5\u9519\u8bef\uff0c\u901f\u5ea6\u6bd4\u4eba\u5de5\u5feb 3-5 \u500d\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u4f5c\u7528<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li><strong>\u4ee3\u7801\u751f\u6210<\/strong>\uff1a\u6839\u636e\u9700\u6c42\u5feb\u901f\u751f\u6210\u5404\u79cd\u7f16\u7a0b\u8bed\u8a00\u7684\u4ee3\u7801\uff0c\u5982 Python\u3001Java\u3001C++ \u7b49\u3002\u5982\u679c\u4f60\u9700\u8981\u5199\u4e00\u4e2a\u7b80\u5355\u7684 Web \u722c\u866b\u7a0b\u5e8f\uff0c\u5b83\u53ef\u4ee5\u5feb\u901f\u4e3a\u4f60\u751f\u6210\u76f8\u5e94\u7684 Python \u4ee3\u7801\u3002<\/li>\n\n\n\n<li><strong>\u4ee3\u7801\u4f18\u5316<\/strong>\uff1a\u5bf9\u5df2\u6709\u7684\u4ee3\u7801\u8fdb\u884c\u4f18\u5316\uff0c\u63d0\u9ad8\u4ee3\u7801\u7684\u8fd0\u884c\u6548\u7387\u548c\u53ef\u8bfb\u6027\u3002\u6bd4\u5982\u4f18\u5316\u4e00\u4e2a\u6392\u5e8f\u7b97\u6cd5\u7684\u4ee3\u7801\uff0c\u8ba9\u5b83\u5728\u5904\u7406\u5927\u89c4\u6a21\u6570\u636e\u65f6\u901f\u5ea6\u66f4\u5feb\u3002<\/li>\n\n\n\n<li><strong>\u4ee3\u7801\u7ea0\u9519<\/strong>\uff1a\u68c0\u67e5\u4ee3\u7801\u4e2d\u7684\u8bed\u6cd5\u9519\u8bef\u548c\u903b\u8f91\u9519\u8bef\uff0c\u5e76\u7ed9\u51fa\u4fee\u6b63\u5efa\u8bae\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u4e09\u3001OpenAI \u7cfb\u5217\uff08\u5168\u7403\u9886\u5148\u7684\u901a\u7528\u6a21\u578b\uff09<\/strong><\/h3>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>1. GPT-3.5-Turbo-16K<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6838\u5fc3\u529f\u80fd<\/strong>\uff1a\u5177\u6709\u8f83\u957f\u4e0a\u4e0b\u6587\u5904\u7406\u80fd\u529b\u7684\u901a\u7528\u5927\u8bed\u8a00\u6a21\u578b\uff0c\u957f\u6587\u672c\u5904\u7406\uff081.2 \u4e07\u5b57\uff09\uff0c\u6027\u4ef7\u6bd4\u9ad8\u3002<\/li>\n\n\n\n<li><strong>\u4f18\u52bf<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li><strong>\u591a\u4efb\u52a1\u9002\u914d<\/strong>\uff1a\u5199\u6587\u7ae0\u3001\u7ffb\u8bd1\u3001\u6570\u636e\u5206\u6790\u3001\u5ba2\u670d\u95ee\u7b54\u90fd\u80fd\u505a\u3002<\/li>\n\n\n\n<li><strong>\u6027\u4ef7\u6bd4\u9ad8<\/strong>\uff1a\u5728\u6027\u80fd\u548c\u6210\u672c\u4e4b\u95f4\u53d6\u5f97\u4e86\u8f83\u597d\u7684\u5e73\u8861\uff0c\u76f8\u6bd4\u4e8e GPT &#8211; 4\uff0c\u4f7f\u7528\u6210\u672c\u66f4\u4f4e\uff0c\u9002\u5408\u5927\u591a\u6570\u4f01\u4e1a\u548c\u4e2a\u4eba\u7528\u6237\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u4f5c\u7528<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li><strong>\u5185\u5bb9\u521b\u4f5c\u5e73\u53f0<\/strong>\uff1a\u5728\u4e00\u4e9b\u81ea\u5a92\u4f53\u5e73\u53f0\u4e0a\uff0c\u521b\u4f5c\u8005\u53ef\u4ee5\u5229\u7528\u5b83\u5feb\u901f\u751f\u6210\u6587\u7ae0\u7684\u5927\u7eb2\u548c\u521d\u7a3f\uff0c\u63d0\u9ad8\u521b\u4f5c\u6548\u7387\u3002<\/li>\n\n\n\n<li><strong>\u4f01\u4e1a\u6587\u6863\u5904\u7406<\/strong>\uff1a\u4f01\u4e1a\u5728\u5904\u7406\u5927\u91cf\u7684\u6587\u6863\u65f6\uff0c\u5982\u5408\u540c\u3001\u62a5\u544a\u7b49\uff0c\u53ef\u4ee5\u4f7f\u7528\u5b83\u8fdb\u884c\u5185\u5bb9\u603b\u7ed3\u548c\u5173\u952e\u4fe1\u606f\u63d0\u53d6\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>2. GPT-4-32K<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6838\u5fc3\u529f\u80fd<\/strong>\uff1a\u5177\u6709\u8d85\u957f\u4e0a\u4e0b\u6587\u5904\u7406\u80fd\u529b\u548c\u5f3a\u5927\u591a\u6a21\u6001\u80fd\u529b\u7684\u9876\u7ea7\u5927\u8bed\u8a00\u6a21\u578b\u3002\u8d85\u957f\u6587\u672c\u5904\u7406\uff082.4 \u4e07\u5b57\uff09\uff0c\u652f\u6301\u591a\u6a21\u6001\uff08\u6587\u672c + \u56fe\u50cf\uff09\u3002<\/li>\n\n\n\n<li><strong>\u4f18\u52bf<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li><strong>\u5f3a\u5927\u7684\u7efc\u5408\u80fd\u529b<\/strong>\uff1a\u5728\u8bed\u8a00\u7406\u89e3\u3001\u63a8\u7406\u80fd\u529b\u3001\u521b\u610f\u751f\u6210\u7b49\u65b9\u9762\u90fd\u8868\u73b0\u51fa\u8272\uff0c\u662f\u76ee\u524d\u6700\u5148\u8fdb\u7684\u5927\u8bed\u8a00\u6a21\u578b\u4e4b\u4e00\u3002<\/li>\n\n\n\n<li><strong>\u591a\u6a21\u6001\u878d\u5408<\/strong>\uff1a\u6253\u7834\u4e86\u4f20\u7edf\u8bed\u8a00\u6a21\u578b\u53ea\u80fd\u5904\u7406\u6587\u672c\u7684\u9650\u5236\uff0c\u5b9e\u73b0\u4e86\u6587\u672c\u548c\u56fe\u50cf\u7684\u878d\u5408\u4ea4\u4e92\uff0c\u62d3\u5c55\u4e86\u5e94\u7528\u573a\u666f\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u4f5c\u7528<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li><strong>\u8d85\u957f\u6587\u672c\u5206\u6790<\/strong>\uff1a\u80fd\u591f\u5904\u7406\u957f\u8fbe 32K tokens \u7684\u6587\u672c\uff0c\u5bf9\u8d85\u957f\u7bc7\u5e45\u7684\u6587\u6863\u8fdb\u884c\u6df1\u5165\u5206\u6790\u548c\u7406\u89e3\uff0c\u5982\u5bf9\u4e00\u90e8\u957f\u7bc7\u5c0f\u8bf4\u8fdb\u884c\u60c5\u8282\u5206\u6790\u548c\u4e3b\u9898\u63a2\u8ba8\u3002<\/li>\n\n\n\n<li><strong>\u591a\u6a21\u6001\u4ea4\u4e92<\/strong>\uff1a\u652f\u6301\u6587\u672c\u548c\u56fe\u50cf\u7684\u8f93\u5165\u548c\u8f93\u51fa\uff0c\u4f8b\u5982\u53ef\u4ee5\u6839\u636e\u8f93\u5165\u7684\u56fe\u7247\u751f\u6210\u76f8\u5173\u7684\u6587\u5b57\u63cf\u8ff0\uff0c\u6216\u8005\u6839\u636e\u6587\u5b57\u63cf\u8ff0\u751f\u6210\u56fe\u50cf\u3002<\/li>\n\n\n\n<li><strong>\u590d\u6742\u95ee\u9898\u89e3\u51b3<\/strong>\uff1a\u89e3\u51b3\u5404\u79cd\u590d\u6742\u7684\u95ee\u9898\uff0c\u5305\u62ec\u9ad8\u96be\u5ea6\u7684\u6570\u5b66\u95ee\u9898\u3001\u4e13\u4e1a\u9886\u57df\u7684\u6280\u672f\u95ee\u9898\u7b49\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>3. GPT-4o\uff08\u591a\u6a21\u6001\u5168\u80fd\u6a21\u578b\uff09<\/strong><\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6838\u5fc3\u529f\u80fd<\/strong>\uff1a\u65d7\u8230\u7ea7\u591a\u6a21\u6001\u6a21\u578b\uff0c\u652f\u6301\u6587\u672c\u3001\u97f3\u9891\u3001\u56fe\u50cf\u3001\u89c6\u9891\u7684\u6df7\u5408\u8f93\u5165\u8f93\u51fa\uff0c\u4e3b\u6253 \u201c\u5168\u80fd\u4ea4\u4e92\u201d \u80fd\u529b\u3002<\/li>\n\n\n\n<li><strong>\u4f18\u52bf<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li><strong>\u901f\u5ea6\u4e0e\u6210\u672c\u9769\u65b0<\/strong>\uff1a\u5904\u7406\u901f\u5ea6\u63d0\u5347 200%\uff0c\u4ef7\u683c\u964d\u4f4e 50%\uff0c\u901f\u7387\u9650\u5236\u63d0\u9ad8 5 \u500d\uff0c\u517c\u987e\u9ad8\u6548\u4e0e\u4f4e\u6210\u672c\u3002<\/li>\n\n\n\n<li><strong>\u591a\u6a21\u6001\u80fd\u529b\u7a81\u7834<\/strong>\uff1a\u89c6\u89c9\u4e0a\u80fd\u7cbe\u51c6\u8bc6\u522b\u56fe\u50cf\u89c6\u9891\u7ec6\u8282\uff0c\u8bed\u97f3\u53ef\u76f4\u63a5\u4ea4\u4e92\u4e14\u80fd\u8bc6\u522b\u60c5\u7eea\u3001\u6a21\u62df\u58f0\u97f3\uff0c\u8fd8\u80fd\u5b9e\u73b0\u8de8\u6a21\u6001\u878d\u5408\u521b\u4f5c\u3002<\/li>\n\n\n\n<li><strong>\u63a8\u7406\u80fd\u529b\u63d0\u5347<\/strong>\uff1a\u5728 0 &#8211; shot COT MMLU \u548c\u4f20\u7edf\u7684 5 &#8211; shot no &#8211; CoT MMLU \u8bc4\u4f30\u4e2d\u8bbe\u5b9a\u65b0\u9ad8\u5206\uff0c\u5c55\u73b0\u5f3a\u5927\u63a8\u7406\u6027\u80fd\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u4f5c\u7528<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li><strong>\u5b9e\u65f6\u591a\u6a21\u6001\u63a8\u7406<\/strong>\uff1a\u80fd\u540c\u65f6\u5bf9\u97f3\u9891\u3001\u89c6\u89c9\u548c\u6587\u672c\u8fdb\u884c\u5b9e\u65f6\u63a8\u7406\uff0c\u5b9e\u73b0\u591a\u6a21\u6001\u4fe1\u606f\u7684\u540c\u6b65\u5904\u7406\u3002<\/li>\n\n\n\n<li><strong>\u8de8\u8bed\u8a00\u7ffb\u8bd1<\/strong>\uff1a\u53ef\u5904\u7406 50 \u79cd\u4e0d\u540c\u8bed\u8a00\uff0c\u6ee1\u8db3\u5168\u7403\u4e0d\u540c\u8bed\u8a00\u4eba\u7fa4\u95f4\u7684\u4ea4\u6d41\u7ffb\u8bd1\u9700\u6c42\u3002<\/li>\n\n\n\n<li><strong>\u590d\u6742\u4efb\u52a1\u5904\u7406<\/strong>\uff1a\u5177\u5907\u5f3a\u5927\u7684\u6587\u672c\u3001\u63a8\u7406\u548c\u7f16\u7801\u80fd\u529b\uff0c\u80fd\u5e94\u5bf9\u4ee3\u7801\u751f\u6210\u3001\u6570\u636e\u5206\u6790\u7b49\u590d\u6742\u5de5\u4f5c\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\"><strong>\u56db\u3001\u603b\u7ed3\u5bf9\u6bd4<\/strong><\/h4>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table><thead><tr><th class=\"has-text-align-center\" data-align=\"center\">\u6a21\u578b<\/th><th class=\"has-text-align-center\" data-align=\"center\">\u4f18\u52bf<\/th><\/tr><\/thead><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>QwQ<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\">\u6570\u5b66\u3001\u7f16\u7a0b\u63a8\u7406\u80fd\u529b\u5f3a\uff0c\u5c0f\u6a21\u578b\u5927\u4f5c\u7528<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>DeepSeek-R1:1.5b<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\">\u8f7b\u91cf\u7ea7\u4ee3\u7801\u751f\u6210\uff0c\u4f4e\u914d\u7f6e\u8fd0\u884c<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>GPT-3.5-Turbo-16K<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\">\u6027\u4ef7\u6bd4\u9ad8\uff0c\u957f\u6587\u672c\u5904\u7406<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>GPT-4-32K<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\">\u8d85\u957f\u6587\u672c + \u591a\u6a21\u6001\uff0c\u590d\u6742\u4efb\u52a1\u4e13\u5bb6<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>GPT-4o<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\">\u5b9e\u65f6\u591a\u6a21\u6001\u4ea4\u4e92\uff0c\u5b9e\u65f6\u4ea4\u4e92\uff0c\u8bed\u97f3 + \u56fe\u50cf + \u6587\u672c\u5168\u80fd\uff0c\u4f4e\u6210\u672c<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td>\u5206\u7c7b\u540d\u79f0<\/td><td>\u6a21\u578b\u56fe\u6807<\/td><td>\u6a21\u578bID<\/td><td>\u6a21\u578b\u540d\u79f0<\/td><td>\u6a21\u578b\u7c7b\u522b<\/td><td>\u9ed8\u8ba4URL<\/td><\/tr><tr><td>Baichuan\uff08\u767e\u5ddd\uff09<\/td><td>Baichuan<\/td><td>baichuan-2<\/td><td>Baichuan 2<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/baichuan-inc\/Baichuan2-7B-Base\">https:\/\/huggingface.co\/baichuan-inc\/Baichuan2-7B-Base<\/a><\/td><\/tr><tr><td>Baichuan\uff08\u767e\u5ddd\uff09<\/td><td>Baichuan<\/td><td>baichuan-2-chat<\/td><td>Baichuan 2 Chat<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/baichuan-inc\/Baichuan2-7B-Chat\">https:\/\/huggingface.co\/baichuan-inc\/Baichuan2-7B-Chat<\/a><\/td><\/tr><tr><td>CodeLlama<\/td><td>MetaAI<\/td><td>code-llama<\/td><td>CodeLlama<\/td><td>\u4ee3\u7801\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/codellama\/CodeLlama-7b-hf\">https:\/\/huggingface.co\/codellama\/CodeLlama-7b-hf<\/a><\/td><\/tr><tr><td>CodeLlama<\/td><td>MetaAI<\/td><td>code-llama-instruct<\/td><td>CodeLlama Instruct<\/td><td>\u4ee3\u7801\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/codellama\/CodeLlama-7b-Instruct-hf\">https:\/\/huggingface.co\/codellama\/CodeLlama-7b-Instruct-hf<\/a><\/td><\/tr><tr><td>CodeLlama<\/td><td>MetaAI<\/td><td>code-llama-python<\/td><td>CodeLlama Python<\/td><td>\u4ee3\u7801\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/codellama\/CodeLlama-7b-Python-hf\">https:\/\/huggingface.co\/codellama\/CodeLlama-7b-Python-hf<\/a><\/td><\/tr><tr><td>CodeGeeX<\/td><td>CodeGeeX<\/td><td>codegeex4<\/td><td>CodeGeeX4<\/td><td>\u4ee3\u7801\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/THUDM\/codegeex4-13b\">https:\/\/huggingface.co\/THUDM\/codegeex4-13b<\/a><\/td><\/tr><tr><td>CodeQwen<\/td><td>Alibaba<\/td><td>codeqwen1.5<\/td><td>CodeQwen1.5<\/td><td>\u4ee3\u7801\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/Qwen\/CodeQwen1.5-7B\">https:\/\/huggingface.co\/Qwen\/CodeQwen1.5-7B<\/a><\/td><\/tr><tr><td>CodeQwen<\/td><td>Alibaba<\/td><td>codeqwen1.5-chat<\/td><td>CodeQwen1.5 Chat<\/td><td>\u4ee3\u7801\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/Qwen\/CodeQwen1.5-7B-Chat\">https:\/\/huggingface.co\/Qwen\/CodeQwen1.5-7B-Chat<\/a><\/td><\/tr><tr><td>CodeShell<\/td><td><\/td><td>codeshell<\/td><td>CodeShell<\/td><td>\u4ee3\u7801\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/WisdomShell\/CodeShell-7B\">https:\/\/huggingface.co\/WisdomShell\/CodeShell-7B<\/a><\/td><\/tr><tr><td>CodeShell<\/td><td><\/td><td>codeshell-chat<\/td><td>CodeShell Chat<\/td><td>\u4ee3\u7801\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/WisdomShell\/CodeShell-7B-Chat\">https:\/\/huggingface.co\/WisdomShell\/CodeShell-7B-Chat<\/a><\/td><\/tr><tr><td>Codestral<\/td><td>Mistral<\/td><td>codestral-v0.1<\/td><td>Codestral v0.1<\/td><td>\u4ee3\u7801\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/mistralai\/Codestral-22B-v0.1\">https:\/\/huggingface.co\/mistralai\/Codestral-22B-v0.1<\/a><\/td><\/tr><tr><td>CogAgent<\/td><td>Zhipu<\/td><td>cogagent<\/td><td>CogAgent<\/td><td>\u63a8\u7406\u589e\u5f3a<\/td><td><a href=\"https:\/\/huggingface.co\/THUDM\/cogagent-chat-hf\">https:\/\/huggingface.co\/THUDM\/cogagent-chat-hf<\/a><\/td><\/tr><tr><td>DeepSeek<\/td><td>DeepSeek<\/td><td>deepseek<\/td><td>DeepSeek<\/td><td>\u63a8\u7406\u589e\u5f3a<\/td><td><a href=\"https:\/\/huggingface.co\/deepseek-ai\/deepseek-llm-7b\">https:\/\/huggingface.co\/deepseek-ai\/deepseek-llm-7b<\/a><\/td><\/tr><tr><td>DeepSeek<\/td><td>DeepSeek<\/td><td>deepseek-chat<\/td><td>DeepSeek Chat<\/td><td>\u63a8\u7406\u589e\u5f3a<\/td><td><a href=\"https:\/\/huggingface.co\/deepseek-ai\/deepseek-chat\">https:\/\/huggingface.co\/deepseek-ai\/deepseek-chat<\/a><\/td><\/tr><tr><td>DeepSeek<\/td><td>DeepSeek<\/td><td>deepseek-coder<\/td><td>DeepSeek Coder<\/td><td>\u4ee3\u7801\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/deepseek-ai\/deepseek-coder-1.3b\">https:\/\/huggingface.co\/deepseek-ai\/deepseek-coder-1.3b<\/a><\/td><\/tr><tr><td>DeepSeek<\/td><td>DeepSeek<\/td><td>deepseek-coder-instruct<\/td><td>DeepSeek Coder Instruct<\/td><td>\u4ee3\u7801\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/deepseek-ai\/deepseek-coder-instruct-1.3b\">https:\/\/huggingface.co\/deepseek-ai\/deepseek-coder-instruct-1.3b<\/a><\/td><\/tr><tr><td>DeepSeek<\/td><td>DeepSeek<\/td><td>deepseek-prover-v2<\/td><td>DeepSeek Prover v2<\/td><td>\u63a8\u7406\u589e\u5f3a<\/td><td><a href=\"https:\/\/huggingface.co\/deepseek-ai\/deepseek-prover-v2\">https:\/\/huggingface.co\/deepseek-ai\/deepseek-prover-v2<\/a><\/td><\/tr><tr><td>DeepSeek<\/td><td>DeepSeek<\/td><td>deepseek-r1<\/td><td>DeepSeek R1<\/td><td>\u63a8\u7406\u589e\u5f3a<\/td><td><a href=\"https:\/\/huggingface.co\/deepseek-ai\/deepseek-r1\">https:\/\/huggingface.co\/deepseek-ai\/deepseek-r1<\/a><\/td><\/tr><tr><td>DeepSeek<\/td><td>DeepSeek<\/td><td>deepseek-r1-0528<\/td><td>DeepSeek R1 0528<\/td><td>\u63a8\u7406\u589e\u5f3a<\/td><td><a href=\"https:\/\/huggingface.co\/deepseek-ai\/deepseek-r1-0528\">https:\/\/huggingface.co\/deepseek-ai\/deepseek-r1-0528<\/a><\/td><\/tr><tr><td>DeepSeek<\/td><td>DeepSeek<\/td><td>deepseek-r1-0528-qwen3<\/td><td>DeepSeek R1 0528 Qwen3<\/td><td>\u63a8\u7406\u589e\u5f3a<\/td><td><a href=\"https:\/\/huggingface.co\/deepseek-ai\/deepseek-r1-0528-qwen3\">https:\/\/huggingface.co\/deepseek-ai\/deepseek-r1-0528-qwen3<\/a><\/td><\/tr><tr><td>DeepSeek<\/td><td>DeepSeek<\/td><td>deepseek-r1-distill-llama<\/td><td>DeepSeek R1 Distill Llama<\/td><td>\u63a8\u7406\u589e\u5f3a<\/td><td><a href=\"https:\/\/huggingface.co\/deepseek-ai\/deepseek-r1-distill-llama\">https:\/\/huggingface.co\/deepseek-ai\/deepseek-r1-distill-llama<\/a><\/td><\/tr><tr><td>DeepSeek<\/td><td>DeepSeek<\/td><td>deepseek-r1-distill-qwen<\/td><td>DeepSeek R1 Distill Qwen<\/td><td>\u63a8\u7406\u589e\u5f3a<\/td><td><a href=\"https:\/\/huggingface.co\/deepseek-ai\/deepseek-r1-distill-qwen\">https:\/\/huggingface.co\/deepseek-ai\/deepseek-r1-distill-qwen<\/a><\/td><\/tr><tr><td>DeepSeek<\/td><td>DeepSeek<\/td><td>deepseek-v2-chat<\/td><td>DeepSeek V2 Chat<\/td><td>\u63a8\u7406\u589e\u5f3a<\/td><td><a href=\"https:\/\/huggingface.co\/deepseek-ai\/deepseek-v2-chat\">https:\/\/huggingface.co\/deepseek-ai\/deepseek-v2-chat<\/a><\/td><\/tr><tr><td>DeepSeek<\/td><td>DeepSeek<\/td><td>deepseek-v2-chat-0628<\/td><td>DeepSeek V2 Chat 0628<\/td><td>\u63a8\u7406\u589e\u5f3a<\/td><td><a href=\"https:\/\/huggingface.co\/deepseek-ai\/deepseek-v2-chat-0628\">https:\/\/huggingface.co\/deepseek-ai\/deepseek-v2-chat-0628<\/a><\/td><\/tr><tr><td>DeepSeek<\/td><td>DeepSeek<\/td><td>deepseek-v2.5<\/td><td>DeepSeek V2.5<\/td><td>\u63a8\u7406\u589e\u5f3a<\/td><td><a href=\"https:\/\/huggingface.co\/deepseek-ai\/deepseek-v2.5\">https:\/\/huggingface.co\/deepseek-ai\/deepseek-v2.5<\/a><\/td><\/tr><tr><td>DeepSeek<\/td><td>DeepSeek<\/td><td>deepseek-v3<\/td><td>DeepSeek V3<\/td><td>\u63a8\u7406\u589e\u5f3a<\/td><td><a href=\"https:\/\/huggingface.co\/deepseek-ai\/deepseek-v3\">https:\/\/huggingface.co\/deepseek-ai\/deepseek-v3<\/a><\/td><\/tr><tr><td>DeepSeek<\/td><td>DeepSeek<\/td><td>deepseek-v3-0324<\/td><td>DeepSeek V3 0324<\/td><td>\u63a8\u7406\u589e\u5f3a<\/td><td><a href=\"https:\/\/huggingface.co\/deepseek-ai\/deepseek-v3-0324\">https:\/\/huggingface.co\/deepseek-ai\/deepseek-v3-0324<\/a><\/td><\/tr><tr><td>DeepSeek<\/td><td>DeepSeek<\/td><td>deepseek-vl2<\/td><td>DeepSeek VL2<\/td><td>\u591a\u6a21\u6001<\/td><td><a href=\"https:\/\/huggingface.co\/deepseek-ai\/deepseek-vl2\">https:\/\/huggingface.co\/deepseek-ai\/deepseek-vl2<\/a><\/td><\/tr><tr><td>DianJin<\/td><td><\/td><td>DianJin-R1<\/td><td>DianJin R1<\/td><td>\u63a8\u7406\u589e\u5f3a<\/td><td><a href=\"https:\/\/huggingface.co\/dianjin\/dianjin-r1\">https:\/\/huggingface.co\/dianjin\/dianjin-r1<\/a><\/td><\/tr><tr><td>ERNIE<\/td><td>Baidu<\/td><td>Ernie4.5<\/td><td>ERNIE 4.5<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/PaddlePaddle\/ernie-4.5\">https:\/\/huggingface.co\/PaddlePaddle\/ernie-4.5<\/a><\/td><\/tr><tr><td>FinLLM<\/td><td><\/td><td>fin-r1<\/td><td>Fin R1<\/td><td>\u63a8\u7406\u589e\u5f3a<\/td><td><a href=\"https:\/\/huggingface.co\/finllm\/fin-r1\">https:\/\/huggingface.co\/finllm\/fin-r1<\/a><\/td><\/tr><tr><td>Gemma<\/td><td>Gemma<\/td><td>gemma-3-1b-it<\/td><td>Gemma 3 1B IT<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/google\/gemma-3-1b-it\">https:\/\/huggingface.co\/google\/gemma-3-1b-it<\/a><\/td><\/tr><tr><td>Gemma<\/td><td>Gemma<\/td><td>gemma-3-it<\/td><td>Gemma 3 IT<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/google\/gemma-3-it\">https:\/\/huggingface.co\/google\/gemma-3-it<\/a><\/td><\/tr><tr><td>GLM\uff08\u667a\u8c31\uff09<\/td><td>ChatGLM<\/td><td>glm-4.1v-thinking<\/td><td>GLM 4.1V Thinking<\/td><td>\u63a8\u7406\u589e\u5f3a<\/td><td><a href=\"https:\/\/huggingface.co\/THUDM\/glm-4.1v-thinking\">https:\/\/huggingface.co\/THUDM\/glm-4.1v-thinking<\/a><\/td><\/tr><tr><td>GLM\uff08\u667a\u8c31\uff09<\/td><td>ChatGLM<\/td><td>glm-4.5<\/td><td>GLM 4.5<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/THUDM\/glm-4.5\">https:\/\/huggingface.co\/THUDM\/glm-4.5<\/a><\/td><\/tr><tr><td>GLM\uff08\u667a\u8c31\uff09<\/td><td>ChatGLM<\/td><td>glm-4v<\/td><td>GLM 4V<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/THUDM\/glm-4v\">https:\/\/huggingface.co\/THUDM\/glm-4v<\/a><\/td><\/tr><tr><td>GLM\uff08\u667a\u8c31\uff09<\/td><td>ChatGLM<\/td><td>glm-edge-chat<\/td><td>GLM Edge Chat<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/THUDM\/glm-edge-chat\">https:\/\/huggingface.co\/THUDM\/glm-edge-chat<\/a><\/td><\/tr><tr><td>GLM\uff08\u667a\u8c31\uff09<\/td><td>ChatGLM<\/td><td>glm4-0414<\/td><td>GLM4 0414<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/THUDM\/glm4-0414\">https:\/\/huggingface.co\/THUDM\/glm4-0414<\/a><\/td><\/tr><tr><td>GLM\uff08\u667a\u8c31\uff09<\/td><td>ChatGLM<\/td><td>glm4-chat<\/td><td>GLM4 Chat<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/THUDM\/glm4-chat\">https:\/\/huggingface.co\/THUDM\/glm4-chat<\/a><\/td><\/tr><tr><td>GLM\uff08\u667a\u8c31\uff09<\/td><td>ChatGLM<\/td><td>glm4-chat-1m<\/td><td>GLM4 Chat 1M<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/THUDM\/glm4-chat-1m\">https:\/\/huggingface.co\/THUDM\/glm4-chat-1m<\/a><\/td><\/tr><tr><td>Gorilla<\/td><td><\/td><td>gorilla-openfunctions-v2<\/td><td>Gorilla OpenFunctions v2<\/td><td>\u63a8\u7406\u589e\u5f3a<\/td><td><a href=\"https:\/\/huggingface.co\/gorilla-llm\/gorilla-openfunctions-v2\">https:\/\/huggingface.co\/gorilla-llm\/gorilla-openfunctions-v2<\/a><\/td><\/tr><tr><td>OpenAI<\/td><td>GPT<\/td><td>gpt-2<\/td><td>GPT-2<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/openai-community\/gpt2\">https:\/\/huggingface.co\/openai-community\/gpt2<\/a><\/td><\/tr><tr><td>HuatuoGPT<\/td><td><\/td><td>HuatuoGPT-o1-LLaMA-3.1<\/td><td>HuatuoGPT o1 LLaMA 3.1<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/HuatuoGPT\/HuatuoGPT-o1-LLaMA-3.1\">https:\/\/huggingface.co\/HuatuoGPT\/HuatuoGPT-o1-LLaMA-3.1<\/a><\/td><\/tr><tr><td>HuatuoGPT<\/td><td><\/td><td>HuatuoGPT-o1-Qwen2.5<\/td><td>HuatuoGPT o1 Qwen2.5<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/HuatuoGPT\/HuatuoGPT-o1-Qwen2.5\">https:\/\/huggingface.co\/HuatuoGPT\/HuatuoGPT-o1-Qwen2.5<\/a><\/td><\/tr><tr><td>InternLM<\/td><td>Intern<\/td><td>internlm3-instruct<\/td><td>InternLM3 Instruct<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/internlm\/internlm3-instruct\">https:\/\/huggingface.co\/internlm\/internlm3-instruct<\/a><\/td><\/tr><tr><td>InternVL<\/td><td><\/td><td>InternVL3<\/td><td>InternVL3<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/internvl\/internvl3\">https:\/\/huggingface.co\/internvl\/internvl3<\/a><\/td><\/tr><tr><td>LLaMA<\/td><td>Meta<\/td><td>llama-2<\/td><td>LLaMA 2<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/meta-llama\/Llama-2-7b-hf\">https:\/\/huggingface.co\/meta-llama\/Llama-2-7b-hf<\/a><\/td><\/tr><tr><td>LLaMA<\/td><td>Meta<\/td><td>llama-2-chat<\/td><td>LLaMA 2 Chat<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/meta-llama\/Llama-2-7b-chat-hf\">https:\/\/huggingface.co\/meta-llama\/Llama-2-7b-chat-hf<\/a><\/td><\/tr><tr><td>LLaMA<\/td><td>Meta<\/td><td>llama-3<\/td><td>LLaMA 3<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/meta-llama\/Llama-3-8B\">https:\/\/huggingface.co\/meta-llama\/Llama-3-8B<\/a><\/td><\/tr><tr><td>LLaMA<\/td><td>Meta<\/td><td>llama-3-instruct<\/td><td>LLaMA 3 Instruct<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/meta-llama\/Llama-3-8B-Instruct\">https:\/\/huggingface.co\/meta-llama\/Llama-3-8B-Instruct<\/a><\/td><\/tr><tr><td>LLaMA<\/td><td>Meta<\/td><td>llama-3.1<\/td><td>LLaMA 3.1<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/meta-llama\/Llama-3.1-8B\">https:\/\/huggingface.co\/meta-llama\/Llama-3.1-8B<\/a><\/td><\/tr><tr><td>LLaMA<\/td><td>Meta<\/td><td>llama-3.1-instruct<\/td><td>LLaMA 3.1 Instruct<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/meta-llama\/Llama-3.1-8B-Instruct\">https:\/\/huggingface.co\/meta-llama\/Llama-3.1-8B-Instruct<\/a><\/td><\/tr><tr><td>LLaMA<\/td><td>Meta<\/td><td>llama-3.2-vision<\/td><td>LLaMA 3.2 Vision<\/td><td>\u591a\u6a21\u6001<\/td><td><a href=\"https:\/\/huggingface.co\/meta-llama\/Llama-3.2-8B-Vision\">https:\/\/huggingface.co\/meta-llama\/Llama-3.2-8B-Vision<\/a><\/td><\/tr><tr><td>LLaMA<\/td><td>Meta<\/td><td>llama-3.2-vision-instruct<\/td><td>LLaMA 3.2 Vision Instruct<\/td><td>\u591a\u6a21\u6001<\/td><td><a href=\"https:\/\/huggingface.co\/meta-llama\/Llama-3.2-8B-Vision-Instruct\">https:\/\/huggingface.co\/meta-llama\/Llama-3.2-8B-Vision-Instruct<\/a><\/td><\/tr><tr><td>LLaMA<\/td><td>Meta<\/td><td>llama-3.3-instruct<\/td><td>LLaMA 3.3 Instruct<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/meta-llama\/Llama-3.3-8B-Instruct\">https:\/\/huggingface.co\/meta-llama\/Llama-3.3-8B-Instruct<\/a><\/td><\/tr><tr><td>Marco<\/td><td><\/td><td>marco-o1<\/td><td>Marco o1<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/marco\/marco-o1\">https:\/\/huggingface.co\/marco\/marco-o1<\/a><\/td><\/tr><tr><td>MiniCPM<\/td><td><\/td><td>minicpm-2b-dpo-bf16<\/td><td>MiniCPM 2B DPO BF16<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/openbmb\/MiniCPM-2B-dpo-bf16\">https:\/\/huggingface.co\/openbmb\/MiniCPM-2B-dpo-bf16<\/a><\/td><\/tr><tr><td>MiniCPM<\/td><td><\/td><td>minicpm-2b-dpo-fp16<\/td><td>MiniCPM 2B DPO FP16<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/openbmb\/MiniCPM-2B-dpo-fp16\">https:\/\/huggingface.co\/openbmb\/MiniCPM-2B-dpo-fp16<\/a><\/td><\/tr><tr><td>MiniCPM<\/td><td><\/td><td>minicpm-2b-dpo-fp32<\/td><td>MiniCPM 2B DPO FP32<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/openbmb\/MiniCPM-2B-dpo-fp32\">https:\/\/huggingface.co\/openbmb\/MiniCPM-2B-dpo-fp32<\/a><\/td><\/tr><tr><td>MiniCPM<\/td><td><\/td><td>minicpm-2b-sft-bf16<\/td><td>MiniCPM 2B SFT BF16<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/openbmb\/MiniCPM-2B-sft-bf16\">https:\/\/huggingface.co\/openbmb\/MiniCPM-2B-sft-bf16<\/a><\/td><\/tr><tr><td>MiniCPM<\/td><td><\/td><td>minicpm-2b-sft-fp32<\/td><td>MiniCPM 2B SFT FP32<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/openbmb\/MiniCPM-2B-sft-fp32\">https:\/\/huggingface.co\/openbmb\/MiniCPM-2B-sft-fp32<\/a><\/td><\/tr><tr><td>MiniCPM<\/td><td><\/td><td>MiniCPM-V-2.6<\/td><td>MiniCPM V 2.6<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/openbmb\/MiniCPM-V-2.6\">https:\/\/huggingface.co\/openbmb\/MiniCPM-V-2.6<\/a><\/td><\/tr><tr><td>MiniCPM<\/td><td><\/td><td>minicpm3-4b<\/td><td>MiniCPM3 4B<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/openbmb\/MiniCPM3-4B\">https:\/\/huggingface.co\/openbmb\/MiniCPM3-4B<\/a><\/td><\/tr><tr><td>MiniCPM<\/td><td><\/td><td>minicpm4<\/td><td>MiniCPM4<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/openbmb\/MiniCPM4\">https:\/\/huggingface.co\/openbmb\/MiniCPM4<\/a><\/td><\/tr><tr><td>Mistral<\/td><td>Mistral<\/td><td>mistral-instruct-v0.1<\/td><td>Mistral Instruct v0.1<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/mistralai\/Mistral-7B-Instruct-v0.1\">https:\/\/huggingface.co\/mistralai\/Mistral-7B-Instruct-v0.1<\/a><\/td><\/tr><tr><td>Mistral<\/td><td>Mistral<\/td><td>mistral-instruct-v0.2<\/td><td>Mistral Instruct v0.2<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/mistralai\/Mistral-7B-Instruct-v0.2\">https:\/\/huggingface.co\/mistralai\/Mistral-7B-Instruct-v0.2<\/a><\/td><\/tr><tr><td>Mistral<\/td><td>Mistral<\/td><td>mistral-instruct-v0.3<\/td><td>Mistral Instruct v0.3<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/mistralai\/Mistral-7B-Instruct-v0.3\">https:\/\/huggingface.co\/mistralai\/Mistral-7B-Instruct-v0.3<\/a><\/td><\/tr><tr><td>Mistral<\/td><td>Mistral<\/td><td>mistral-large-instruct<\/td><td>Mistral Large Instruct<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/mistralai\/Mistral-7B-Large-Instruct\">https:\/\/huggingface.co\/mistralai\/Mistral-7B-Large-Instruct<\/a><\/td><\/tr><tr><td>Mistral<\/td><td>Mistral<\/td><td>mistral-nemo-instruct<\/td><td>Mistral NeMo Instruct<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/mistralai\/Mistral-7B-NeMo-Instruct\">https:\/\/huggingface.co\/mistralai\/Mistral-7B-NeMo-Instruct<\/a><\/td><\/tr><tr><td>Mistral<\/td><td>Mistral<\/td><td>mistral-v0.1<\/td><td>Mistral v0.1<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/mistralai\/Mistral-7B-v0.1\">https:\/\/huggingface.co\/mistralai\/Mistral-7B-v0.1<\/a><\/td><\/tr><tr><td>Mixtral<\/td><td>Mistral<\/td><td>mixtral-8x22B-instruct-v0.1<\/td><td>Mixtral 8x22B Instruct v0.1<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/mistralai\/Mixtral-8x22B-Instruct-v0.1\">https:\/\/huggingface.co\/mistralai\/Mixtral-8x22B-Instruct-v0.1<\/a><\/td><\/tr><tr><td>Mixtral<\/td><td>Mistral<\/td><td>mixtral-instruct-v0.1<\/td><td>Mixtral Instruct v0.1<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/mistralai\/Mixtral-8x7B-Instruct-v0.1\">https:\/\/huggingface.co\/mistralai\/Mixtral-8x7B-Instruct-v0.1<\/a><\/td><\/tr><tr><td>Mixtral<\/td><td>Mistral<\/td><td>mixtral-v0.1<\/td><td>Mixtral v0.1<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/mistralai\/Mixtral-8x7B-v0.1\">https:\/\/huggingface.co\/mistralai\/Mixtral-8x7B-v0.1<\/a><\/td><\/tr><tr><td>Moonlight<\/td><td><\/td><td>moonlight-16b-a3b-instruct<\/td><td>Moonlight 16B A3B Instruct<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/moonlight\/moonlight-16b-a3b-instruct\">https:\/\/huggingface.co\/moonlight\/moonlight-16b-a3b-instruct<\/a><\/td><\/tr><tr><td>OpenHermes<\/td><td><\/td><td>openhermes-2.5<\/td><td>OpenHermes 2.5<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/teknium\/OpenHermes-2.5\">https:\/\/huggingface.co\/teknium\/OpenHermes-2.5<\/a><\/td><\/tr><tr><td>OPT<\/td><td><\/td><td>opt<\/td><td>OPT<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/facebook\/opt-1.3b\">https:\/\/huggingface.co\/facebook\/opt-1.3b<\/a><\/td><\/tr><tr><td>Orion<\/td><td><\/td><td>orion-chat<\/td><td>Orion Chat<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/orion\/orion-chat\">https:\/\/huggingface.co\/orion\/orion-chat<\/a><\/td><\/tr><tr><td>Ovis<\/td><td><\/td><td>Ovis2<\/td><td>Ovis2<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/ovis\/ovis2\">https:\/\/huggingface.co\/ovis\/ovis2<\/a><\/td><\/tr><tr><td>Phi<\/td><td><\/td><td>phi-2<\/td><td>Phi-2<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/microsoft\/phi-2\">https:\/\/huggingface.co\/microsoft\/phi-2<\/a><\/td><\/tr><tr><td>Phi<\/td><td><\/td><td>phi-3-mini-128k-instruct<\/td><td>Phi-3 Mini 128K Instruct<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/microsoft\/phi-3-mini-128k-instruct\">https:\/\/huggingface.co\/microsoft\/phi-3-mini-128k-instruct<\/a><\/td><\/tr><tr><td>Phi<\/td><td><\/td><td>phi-3-mini-4k-instruct<\/td><td>Phi-3 Mini 4K Instruct<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/microsoft\/phi-3-mini-4k-instruct\">https:\/\/huggingface.co\/microsoft\/phi-3-mini-4k-instruct<\/a><\/td><\/tr><tr><td>QvQ<\/td><td><\/td><td>QvQ-72B-Preview<\/td><td>QvQ 72B Preview<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/QvQ\/QvQ-72B-Preview\">https:\/\/huggingface.co\/QvQ\/QvQ-72B-Preview<\/a><\/td><\/tr><tr><td>Qwen\uff08\u5343\u95ee\uff09<\/td><td>Qwen<\/td><td>qwen-chat<\/td><td>Qwen Chat<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/Qwen\/Qwen-7B-Chat\">https:\/\/huggingface.co\/Qwen\/Qwen-7B-Chat<\/a><\/td><\/tr><tr><td>Qwen\uff08\u5343\u95ee\uff09<\/td><td>Qwen<\/td><td>qwen1.5-chat<\/td><td>Qwen1.5 Chat<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/Qwen\/Qwen1.5-7B-Chat\">https:\/\/huggingface.co\/Qwen\/Qwen1.5-7B-Chat<\/a><\/td><\/tr><tr><td>Qwen\uff08\u5343\u95ee\uff09<\/td><td>Qwen<\/td><td>qwen1.5-moe-chat<\/td><td>Qwen1.5 MoE Chat<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/Qwen\/Qwen1.5-MoE-7B-Chat\">https:\/\/huggingface.co\/Qwen\/Qwen1.5-MoE-7B-Chat<\/a><\/td><\/tr><tr><td>Qwen\uff08\u5343\u95ee\uff09<\/td><td>Qwen<\/td><td>qwen2-audio<\/td><td>Qwen2 Audio<\/td><td>\u591a\u6a21\u6001<\/td><td><a href=\"https:\/\/huggingface.co\/Qwen\/Qwen2-Audio-7B\">https:\/\/huggingface.co\/Qwen\/Qwen2-Audio-7B<\/a><\/td><\/tr><tr><td>Qwen\uff08\u5343\u95ee\uff09<\/td><td>Qwen<\/td><td>qwen2-audio-instruct<\/td><td>Qwen2 Audio Instruct<\/td><td>\u591a\u6a21\u6001<\/td><td><a href=\"https:\/\/huggingface.co\/Qwen\/Qwen2-Audio-7B-Instruct\">https:\/\/huggingface.co\/Qwen\/Qwen2-Audio-7B-Instruct<\/a><\/td><\/tr><tr><td>Qwen\uff08\u5343\u95ee\uff09<\/td><td>Qwen<\/td><td>qwen2-instruct<\/td><td>Qwen2 Instruct<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/Qwen\/Qwen2-7B-Instruct\">https:\/\/huggingface.co\/Qwen\/Qwen2-7B-Instruct<\/a><\/td><\/tr><tr><td>Qwen\uff08\u5343\u95ee\uff09<\/td><td>Qwen<\/td><td>qwen2-moe-instruct<\/td><td>Qwen2 MoE Instruct<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/Qwen\/Qwen2-MoE-7B-Instruct\">https:\/\/huggingface.co\/Qwen\/Qwen2-MoE-7B-Instruct<\/a><\/td><\/tr><tr><td>Qwen\uff08\u5343\u95ee\uff09<\/td><td>Qwen<\/td><td>qwen2-vl-instruct<\/td><td>Qwen2 VL Instruct<\/td><td>\u591a\u6a21\u6001<\/td><td><a href=\"https:\/\/huggingface.co\/Qwen\/Qwen2-VL-7B-Instruct\">https:\/\/huggingface.co\/Qwen\/Qwen2-VL-7B-Instruct<\/a><\/td><\/tr><tr><td>Qwen\uff08\u5343\u95ee\uff09<\/td><td>Qwen<\/td><td>qwen2.5<\/td><td>Qwen2.5<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/Qwen\/Qwen2.5-7B\">https:\/\/huggingface.co\/Qwen\/Qwen2.5-7B<\/a><\/td><\/tr><tr><td>Qwen\uff08\u5343\u95ee\uff09<\/td><td>Qwen<\/td><td>qwen2.5-coder<\/td><td>Qwen2.5 Coder<\/td><td>\u4ee3\u7801\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/Qwen\/Qwen2.5-7B-Coder\">https:\/\/huggingface.co\/Qwen\/Qwen2.5-7B-Coder<\/a><\/td><\/tr><tr><td>Qwen\uff08\u5343\u95ee\uff09<\/td><td>Qwen<\/td><td>qwen2.5-coder-instruct<\/td><td>Qwen2.5 Coder Instruct<\/td><td>\u4ee3\u7801\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/Qwen\/Qwen2.5-7B-Coder-Instruct\">https:\/\/huggingface.co\/Qwen\/Qwen2.5-7B-Coder-Instruct<\/a><\/td><\/tr><tr><td>Qwen\uff08\u5343\u95ee\uff09<\/td><td>Qwen<\/td><td>qwen2.5-instruct<\/td><td>Qwen2.5 Instruct<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/Qwen\/Qwen2.5-7B-Instruct\">https:\/\/huggingface.co\/Qwen\/Qwen2.5-7B-Instruct<\/a><\/td><\/tr><tr><td>Qwen\uff08\u5343\u95ee\uff09<\/td><td>Qwen<\/td><td>qwen2.5-instruct-1m<\/td><td>Qwen2.5 Instruct 1M<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/Qwen\/Qwen2.5-7B-Instruct-1M\">https:\/\/huggingface.co\/Qwen\/Qwen2.5-7B-Instruct-1M<\/a><\/td><\/tr><tr><td>Qwen\uff08\u5343\u95ee\uff09<\/td><td>Qwen<\/td><td>qwen2.5-omni<\/td><td>Qwen2.5 Omni<\/td><td>\u591a\u6a21\u6001<\/td><td><a href=\"https:\/\/huggingface.co\/Qwen\/Qwen2.5-7B-Omni\">https:\/\/huggingface.co\/Qwen\/Qwen2.5-7B-Omni<\/a><\/td><\/tr><tr><td>Qwen\uff08\u5343\u95ee\uff09<\/td><td>Qwen<\/td><td>qwen2.5-vl-instruct<\/td><td>Qwen2.5 VL Instruct<\/td><td>\u591a\u6a21\u6001<\/td><td><a href=\"https:\/\/huggingface.co\/Qwen\/Qwen2.5-7B-VL-Instruct\">https:\/\/huggingface.co\/Qwen\/Qwen2.5-7B-VL-Instruct<\/a><\/td><\/tr><tr><td>Qwen\uff08\u5343\u95ee\uff09<\/td><td>Qwen<\/td><td>qwen3<\/td><td>Qwen3<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/Qwen\/Qwen3-7B\">https:\/\/huggingface.co\/Qwen\/Qwen3-7B<\/a><\/td><\/tr><tr><td>Qwen\uff08\u5343\u95ee\uff09<\/td><td>Qwen<\/td><td>Qwen3-Coder<\/td><td>Qwen3 Coder<\/td><td>\u4ee3\u7801\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/Qwen\/Qwen3-7B-Coder\">https:\/\/huggingface.co\/Qwen\/Qwen3-7B-Coder<\/a><\/td><\/tr><tr><td>Qwen\uff08\u5343\u95ee\uff09<\/td><td>Qwen<\/td><td>Qwen3-Instruct<\/td><td>Qwen3 Instruct<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/Qwen\/Qwen3-7B-Instruct\">https:\/\/huggingface.co\/Qwen\/Qwen3-7B-Instruct<\/a><\/td><\/tr><tr><td>Qwen\uff08\u5343\u95ee\uff09<\/td><td>Qwen<\/td><td>Qwen3-Thinking<\/td><td>Qwen3 Thinking<\/td><td>\u63a8\u7406\u589e\u5f3a<\/td><td><a href=\"https:\/\/huggingface.co\/Qwen\/Qwen3-7B-Thinking\">https:\/\/huggingface.co\/Qwen\/Qwen3-7B-Thinking<\/a><\/td><\/tr><tr><td>Qwen\uff08\u5343\u95ee\uff09<\/td><td>Qwen<\/td><td>qwenLong-l1<\/td><td>QwenLong L1<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/Qwen\/QwenLong-L1\">https:\/\/huggingface.co\/Qwen\/QwenLong-L1<\/a><\/td><\/tr><tr><td>QwQ<\/td><td><\/td><td>QwQ-32B<\/td><td>QwQ 32B<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/QwQ\/QwQ-32B\">https:\/\/huggingface.co\/QwQ\/QwQ-32B<\/a><\/td><\/tr><tr><td>QwQ<\/td><td><\/td><td>QwQ-32B-Preview<\/td><td>QwQ 32B Preview<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/QwQ\/QwQ-32B-Preview\">https:\/\/huggingface.co\/QwQ\/QwQ-32B-Preview<\/a><\/td><\/tr><tr><td>SEALLM<\/td><td><\/td><td>seallm_v2<\/td><td>SEALLM v2<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/seallm\/seallm_v2\">https:\/\/huggingface.co\/seallm\/seallm_v2<\/a><\/td><\/tr><tr><td>SEALLM<\/td><td><\/td><td>seallm_v2.5<\/td><td>SEALLM v2.5<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/seallm\/seallm_v2.5\">https:\/\/huggingface.co\/seallm\/seallm_v2.5<\/a><\/td><\/tr><tr><td>SEALLM<\/td><td><\/td><td>seallms-v3<\/td><td>SEALLMS v3<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/seallm\/seallms-v3\">https:\/\/huggingface.co\/seallm\/seallms-v3<\/a><\/td><\/tr><tr><td>Skywork<\/td><td><\/td><td>Skywork<\/td><td>Skywork<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/skywork\/Skywork-13B\">https:\/\/huggingface.co\/skywork\/Skywork-13B<\/a><\/td><\/tr><tr><td>Skywork<\/td><td><\/td><td>Skywork-Math<\/td><td>Skywork Math<\/td><td>\u63a8\u7406\u589e\u5f3a<\/td><td><a href=\"https:\/\/huggingface.co\/skywork\/Skywork-Math\">https:\/\/huggingface.co\/skywork\/Skywork-Math<\/a><\/td><\/tr><tr><td>Skywork<\/td><td><\/td><td>skywork-or1<\/td><td>Skywork OR1<\/td><td>\u63a8\u7406\u589e\u5f3a<\/td><td><a href=\"https:\/\/huggingface.co\/skywork\/skywork-or1\">https:\/\/huggingface.co\/skywork\/skywork-or1<\/a><\/td><\/tr><tr><td>Skywork<\/td><td><\/td><td>skywork-or1-preview<\/td><td>Skywork OR1 Preview<\/td><td>\u63a8\u7406\u589e\u5f3a<\/td><td><a href=\"https:\/\/huggingface.co\/skywork\/skywork-or1-preview\">https:\/\/huggingface.co\/skywork\/skywork-or1-preview<\/a><\/td><\/tr><tr><td>Telechat<\/td><td><\/td><td>telechat<\/td><td>Telechat<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/TELE-AI\/telechat-7b\">https:\/\/huggingface.co\/TELE-AI\/telechat-7b<\/a><\/td><\/tr><tr><td>TinyLlama<\/td><td><\/td><td>tiny-llama<\/td><td>Tiny Llama<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/TinyLlama\/TinyLlama-1.1B\">https:\/\/huggingface.co\/TinyLlama\/TinyLlama-1.1B<\/a><\/td><\/tr><tr><td>WizardCoder<\/td><td><\/td><td>wizardcoder-python-v1.0<\/td><td>WizardCoder Python v1.0<\/td><td>\u4ee3\u7801\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/WizardLM\/WizardCoder-Python-7B-V1.0\">https:\/\/huggingface.co\/WizardLM\/WizardCoder-Python-7B-V1.0<\/a><\/td><\/tr><tr><td>WizardMath<\/td><td><\/td><td>wizardmath-v1.0<\/td><td>WizardMath v1.0<\/td><td>\u63a8\u7406\u589e\u5f3a<\/td><td><a href=\"https:\/\/huggingface.co\/WizardLM\/WizardMath-7B-V1.0\">https:\/\/huggingface.co\/WizardLM\/WizardMath-7B-V1.0<\/a><\/td><\/tr><tr><td>XiYanSQL<\/td><td><\/td><td>XiYanSQL-QwenCoder-2504<\/td><td>XiYanSQL QwenCoder 2504<\/td><td>\u4ee3\u7801\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/XiYan\/XiYanSQL-QwenCoder-2504\">https:\/\/huggingface.co\/XiYan\/XiYanSQL-QwenCoder-2504<\/a><\/td><\/tr><tr><td>Xverse<\/td><td><\/td><td>xverse<\/td><td>Xverse<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/xverse\/XVERSE-13B\">https:\/\/huggingface.co\/xverse\/XVERSE-13B<\/a><\/td><\/tr><tr><td>Xverse<\/td><td><\/td><td>xverse-chat<\/td><td>Xverse Chat<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/xverse\/XVERSE-13B-Chat\">https:\/\/huggingface.co\/xverse\/XVERSE-13B-Chat<\/a><\/td><\/tr><tr><td>Yi\uff08\u96f6\u4e00\u4e07\u7269\uff09<\/td><td>Yi<\/td><td>Yi<\/td><td>Yi<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/01-ai\/Yi-6B\">https:\/\/huggingface.co\/01-ai\/Yi-6B<\/a><\/td><\/tr><tr><td>Yi\uff08\u96f6\u4e00\u4e07\u7269\uff09<\/td><td>Yi<\/td><td>Yi-1.5<\/td><td>Yi 1.5<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/01-ai\/Yi-1.5-6B\">https:\/\/huggingface.co\/01-ai\/Yi-1.5-6B<\/a><\/td><\/tr><tr><td>Yi\uff08\u96f6\u4e00\u4e07\u7269\uff09<\/td><td>Yi<\/td><td>Yi-1.5-chat<\/td><td>Yi 1.5 Chat<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/01-ai\/Yi-1.5-6B-Chat\">https:\/\/huggingface.co\/01-ai\/Yi-1.5-6B-Chat<\/a><\/td><\/tr><tr><td>Yi\uff08\u96f6\u4e00\u4e07\u7269\uff09<\/td><td>Yi<\/td><td>Yi-1.5-chat-16k<\/td><td>Yi 1.5 Chat 16k<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/01-ai\/Yi-1.5-6B-Chat-16k\">https:\/\/huggingface.co\/01-ai\/Yi-1.5-6B-Chat-16k<\/a><\/td><\/tr><tr><td>Yi\uff08\u96f6\u4e00\u4e07\u7269\uff09<\/td><td>Yi<\/td><td>Yi-200k<\/td><td>Yi 200k<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/01-ai\/Yi-200k\">https:\/\/huggingface.co\/01-ai\/Yi-200k<\/a><\/td><\/tr><tr><td>Yi\uff08\u96f6\u4e00\u4e07\u7269\uff09<\/td><td>Yi<\/td><td>Yi-chat<\/td><td>Yi Chat<\/td><td>\u6587\u672c\u7c7b<\/td><td><a href=\"https:\/\/huggingface.co\/01-ai\/Yi-6B-Chat\">https:\/\/huggingface.co\/01-ai\/Yi-6B-Chat<\/a><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Embed\u6a21\u578b<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>FastEmbed\uff08bge-small-zh-v1.5\uff09<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6838\u5fc3\u529f\u80fd<\/strong>\uff1a\u8f7b\u91cf\u5316\u4e2d\u6587\u8bed\u4e49\u5d4c\u5165\u6a21\u578b\uff0c\u4e13\u6ce8\u4e8e<strong>\u5c06\u4e2d\u6587\u6587\u672c\u8f6c\u5316\u4e3a\u8ba1\u7b97\u673a\u53ef\u7406\u89e3<\/strong>\u7684 \u201c\u6570\u5b57\u7f16\u7801\u201d\uff0c\u9ad8\u6548\u6355\u6349\u8bed\u4e49\u76f8\u4f3c\u6027\u3002<\/li>\n\n\n\n<li><strong>\u4f18\u52bf<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\u8f7b\u91cf\u5feb\u901f<\/strong>\uff1a\u4ec5 95MB \u5927\u5c0f\uff0c\u666e\u901a\u7535\u8111\u4e5f\u80fd\u8fd0\u884c\uff0c\u5904\u7406\u901f\u5ea6\u6beb\u79d2\u7ea7\u54cd\u5e94\uff0c\u9002\u5408\u5b9e\u65f6\u573a\u666f\u3002<\/li>\n\n\n\n<li><strong>\u4e2d\u6587\u4e13\u7cbe<\/strong>\uff1a\u6df1\u5ea6\u4f18\u5316\u4e2d\u6587\u8bed\u4e49\uff0c\u7cbe\u51c6\u8bc6\u522b\u6210\u8bed\u3001\u7f51\u7edc\u7528\u8bed\u3001\u4e13\u4e1a\u672f\u8bed\uff08\u5982\u6cd5\u5f8b\u3001\u533b\u7597\u8bcd\u6c47\uff09\uff0c\u8bed\u4e49\u5339\u914d\u66f4\u51c6\u786e\u3002<\/li>\n\n\n\n<li><strong>\u4f4e\u6210\u672c\u6613\u7528<\/strong>\uff1a\u5f00\u6e90\u514d\u8d39\uff0c\u65e0\u9700\u590d\u6742\u914d\u7f6e\uff0c\u76f4\u63a5\u96c6\u6210\u5230\u641c\u7d22\u3001\u63a8\u8350\u7b49\u7cfb\u7edf\u4e2d\u964d\u4f4e\u5f00\u53d1\u6210\u672c\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u4f5c\u7528<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\u6587\u672c\u8bed\u4e49\u8f6c\u5316<\/strong>\uff1a\u5c06\u4e2d\u6587\u53e5\u5b50 \/ \u6bb5\u843d\u8f6c\u5316\u4e3a\u9ad8\u7ef4\u5411\u91cf\uff0c\u8ba9\u8ba1\u7b97\u673a \u201c\u7406\u89e3\u201d \u6587\u5b57\u542b\u4e49\uff08\u5982\u533a\u5206 \u201c\u6253\u6298\u201d \u548c \u201c\u4fc3\u9500\u201d \u7684\u8bed\u4e49\u76f8\u4f3c\u6027\uff09\u3002<\/li>\n\n\n\n<li><strong>\u9ad8\u6548\u8bed\u4e49\u68c0\u7d22<\/strong>\uff1a\u5728\u6d77\u91cf\u6587\u672c\u4e2d\u5feb\u901f\u5b9a\u4f4d\u8bed\u4e49\u5339\u914d\u5185\u5bb9\uff08\u5982\u7528\u6237\u8f93\u5165 \u201c\u5929\u6c14\u592a\u70ed\u600e\u4e48\u529e\u201d\uff0c\u627e\u5230\u76f8\u5173\u89e3\u6691\u653b\u7565\uff09\u3002<\/li>\n\n\n\n<li><strong>\u667a\u80fd\u7cfb\u7edf\u8d4b\u80fd<\/strong>\uff1a\u4e3a\u5ba2\u670d\u3001\u63a8\u8350\u3001\u6587\u6863\u7ba1\u7406\u7b49\u7cfb\u7edf\u63d0\u4f9b\u8bed\u4e49\u652f\u6301\uff0c\u63d0\u5347\u4fe1\u606f\u5904\u7406\u7cbe\u5ea6\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>BCEmbedding\uff08bec-embedding-base_v1\uff09<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6838\u5fc3\u529f\u80fd<\/strong>\uff1a<strong>\u4e2d\u82f1\u53cc\u8bed\u8bed\u4e49\u6865\u6881\u6a21\u578b<\/strong>\uff0c\u652f\u6301\u4e2d\u6587\u548c\u82f1\u6587\u6587\u672c\u7684\u53cc\u5411\u8bed\u4e49\u8f6c\u5316\uff0c\u6253\u7834\u8de8\u8bed\u8a00\u7406\u89e3\u58c1\u5792\u3002<\/li>\n\n\n\n<li><strong>\u4f18\u52bf<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\u53cc\u8bed\u7cbe\u51c6\u5bf9\u9f50<\/strong>\uff1a\u57fa\u4e8e\u6709\u9053\u7ffb\u8bd1\u6280\u672f\uff0c\u4e2d\u82f1\u8bed\u4e49\u5411\u91cf\u9ad8\u5ea6\u5339\u914d\uff08\u5982 \u201c\u4eba\u5de5\u667a\u80fd\u201d \u4e0e \u201cArtificial Intelligence\u201d \u7f16\u7801\u76f8\u8fd1\uff09\uff0c\u8de8\u8bed\u8a00\u68c0\u7d22\u51c6\u786e\u7387\u63d0\u5347 40%\u3002<\/li>\n\n\n\n<li><strong>\u957f\u6587\u672c\u5904\u7406<\/strong>\uff1a\u652f\u6301\u6570\u4e07\u5b57\u6587\u6863\uff08\u5982\u5408\u540c\u3001\u8bba\u6587\uff09\u7684\u6574\u4f53\u8bed\u4e49\u7f16\u7801\uff0c\u907f\u514d\u788e\u7247\u5316\u4fe1\u606f\u4e22\u5931\u3002<\/li>\n\n\n\n<li><strong>\u53cc\u9636\u6bb5\u68c0\u7d22<\/strong>\uff1a\u5148\u5feb\u901f\u7b5b\u9009\u8bed\u4e49\u76f8\u5173\u6587\u672c\uff08\u7f29\u5c0f\u8303\u56f4\uff09\uff0c\u518d\u7cbe\u51c6\u6392\u5e8f\uff0c\u63d0\u5347\u590d\u6742\u573a\u666f\u4e0b\u7684\u68c0\u7d22\u8d28\u91cf\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u4f5c\u7528<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\u8de8\u8bed\u8a00\u8bed\u4e49\u6620\u5c04<\/strong>\uff1a\u5c06\u4e2d\u6587\u548c\u82f1\u6587\u6587\u672c\u8f6c\u5316\u4e3a\u7edf\u4e00\u5411\u91cf\u7a7a\u95f4\uff0c\u5b9e\u73b0\u53cc\u8bed\u8bed\u4e49 \u201c\u65e0\u7f1d\u5bf9\u63a5\u201d\uff08\u5982\u4e2d\u6587\u63d0\u95ee\u5339\u914d\u82f1\u6587\u6587\u6863\uff09\u3002<\/li>\n\n\n\n<li><strong>\u8de8\u8bed\u8a00\u68c0\u7d22\u652f\u6301<\/strong>\uff1a\u5728\u4e2d\u82f1\u6df7\u5408\u6587\u672c\u5e93\u4e2d\uff0c\u652f\u6301\u4efb\u610f\u8bed\u8a00\u8f93\u5165\u68c0\u7d22\u53e6\u4e00\u8bed\u8a00\u5185\u5bb9\uff08\u5982\u82f1\u6587\u641c\u7d22\u627e\u5230\u4e2d\u6587\u4ea7\u54c1\u8bf4\u660e\uff09\u3002<\/li>\n\n\n\n<li><strong>\u591a\u8bed\u8a00\u7cfb\u7edf\u589e\u5f3a<\/strong>\uff1a\u4e3a\u8de8\u56fd\u4f01\u4e1a\u3001\u6559\u80b2\u3001\u7535\u5546\u7b49\u573a\u666f\u63d0\u4f9b\u53cc\u8bed\u8bed\u4e49\u652f\u6301\uff0c\u4f18\u5316\u8de8\u8bed\u8a00\u4fe1\u606f\u5904\u7406\u6548\u7387\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u603b\u7ed3\u5bf9\u6bd4<\/h3>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table><thead><tr><th class=\"has-text-align-center\" data-align=\"center\"><strong>\u6a21\u578b<\/strong><\/th><th class=\"has-text-align-center\" data-align=\"center\"><strong>\u4f18\u52bf<\/strong><\/th><\/tr><\/thead><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>FastEmbed<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\">\u8f7b\u91cf\u3001\u4e2d\u6587\u4f18\u5316\u3001\u4f4e\u6210\u672c<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\"><strong>BCEmbedding<\/strong><\/td><td class=\"has-text-align-center\" data-align=\"center\">\u53cc\u8bed\u5bf9\u9f50\u3001\u8de8\u8bed\u8a00\u68c0\u7d22\u3001\u957f\u6587\u672c\u5904\u7406<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td>\u54c1\u724c\u540d<\/td><td>\u56fe\u6807<\/td><td>\u6a21\u578bID<\/td><td>\u6a21\u578b\u540d\u79f0<\/td><td>\u9ed8\u8ba4URL<\/td><\/tr><tr><td>\u7f51\u6613\u6709\u9053<\/td><td><\/td><td>bce-embedding-base_v1<\/td><td>BCE Embedding Base v1<\/td><td>\u53ef\u901a\u8fc7ollama\u90e8\u7f72\uff1aollama pull lrs33\/bce-embedding-base_v11<\/td><\/tr><tr><td>BAAI (\u667a\u6e90\u7814\u7a76\u9662)<\/td><td>BAAI<\/td><td>bge-base-en<\/td><td>BGE Base English<\/td><td><a href=\"https:\/\/huggingface.co\/BAAI\/bge-base-en\">https:\/\/huggingface.co\/BAAI\/bge-base-en<\/a><\/td><\/tr><tr><td>BAAI (\u667a\u6e90\u7814\u7a76\u9662)<\/td><td>BAAI<\/td><td>bge-base-en-v1.5<\/td><td>BGE Base English v1.5<\/td><td><a href=\"https:\/\/huggingface.co\/BAAI\/bge-base-en-v1.5\">https:\/\/huggingface.co\/BAAI\/bge-base-en-v1.5<\/a><\/td><\/tr><tr><td>BAAI (\u667a\u6e90\u7814\u7a76\u9662)<\/td><td>BAAI<\/td><td>bge-base-zh<\/td><td>BGE Base Chinese<\/td><td><a href=\"https:\/\/huggingface.co\/BAAI\/bge-base-zh\">https:\/\/huggingface.co\/BAAI\/bge-base-zh<\/a><\/td><\/tr><tr><td>BAAI (\u667a\u6e90\u7814\u7a76\u9662)<\/td><td>BAAI<\/td><td>bge-base-zh-v1.5<\/td><td>BGE Base Chinese v1.5<\/td><td><a href=\"https:\/\/huggingface.co\/BAAI\/bge-base-zh-v1.5\">https:\/\/huggingface.co\/BAAI\/bge-base-zh-v1.5<\/a><\/td><\/tr><tr><td>BAAI (\u667a\u6e90\u7814\u7a76\u9662)<\/td><td>BAAI<\/td><td>bge-large-en<\/td><td>BGE Large English<\/td><td><a href=\"https:\/\/huggingface.co\/BAAI\/bge-large-en\">https:\/\/huggingface.co\/BAAI\/bge-large-en<\/a><\/td><\/tr><tr><td>BAAI (\u667a\u6e90\u7814\u7a76\u9662)<\/td><td>BAAI<\/td><td>bge-large-en-v1.5<\/td><td>BGE Large English v1.5<\/td><td><a href=\"https:\/\/huggingface.co\/BAAI\/bge-large-en-v1.5\">https:\/\/huggingface.co\/BAAI\/bge-large-en-v1.5<\/a><\/td><\/tr><tr><td>BAAI (\u667a\u6e90\u7814\u7a76\u9662)<\/td><td>BAAI<\/td><td>bge-large-zh<\/td><td>BGE Large Chinese<\/td><td><a href=\"https:\/\/huggingface.co\/BAAI\/bge-large-zh\">https:\/\/huggingface.co\/BAAI\/bge-large-zh<\/a><\/td><\/tr><tr><td>BAAI (\u667a\u6e90\u7814\u7a76\u9662)<\/td><td>BAAI<\/td><td>bge-large-zh-noinstruct<\/td><td>BGE Large Chinese NoInstruct<\/td><td><a href=\"https:\/\/huggingface.co\/BAAI\/bge-large-zh-noinstruct\">https:\/\/huggingface.co\/BAAI\/bge-large-zh-noinstruct<\/a><\/td><\/tr><tr><td>BAAI (\u667a\u6e90\u7814\u7a76\u9662)<\/td><td>BAAI<\/td><td>bge-large-zh-v1.5<\/td><td>BGE Large Chinese v1.5<\/td><td><a href=\"https:\/\/huggingface.co\/BAAI\/bge-large-zh-v1.5\">https:\/\/huggingface.co\/BAAI\/bge-large-zh-v1.5<\/a><\/td><\/tr><tr><td>BAAI (\u667a\u6e90\u7814\u7a76\u9662)<\/td><td>BAAI<\/td><td>bge-m3<\/td><td>BGE M3<\/td><td><a href=\"https:\/\/huggingface.co\/BAAI\/bge-m3\">https:\/\/huggingface.co\/BAAI\/bge-m3<\/a><\/td><\/tr><tr><td>BAAI (\u667a\u6e90\u7814\u7a76\u9662)<\/td><td>BAAI<\/td><td>bge-small-en-v1.5<\/td><td>BGE Small English v1.5<\/td><td><a href=\"https:\/\/huggingface.co\/BAAI\/bge-small-en-v1.5\">https:\/\/huggingface.co\/BAAI\/bge-small-en-v1.5<\/a><\/td><\/tr><tr><td>BAAI (\u667a\u6e90\u7814\u7a76\u9662)<\/td><td>BAAI<\/td><td>bge-small-zh<\/td><td>BGE Small Chinese<\/td><td><a href=\"https:\/\/huggingface.co\/BAAI\/bge-small-zh\">https:\/\/huggingface.co\/BAAI\/bge-small-zh<\/a><\/td><\/tr><tr><td>BAAI (\u667a\u6e90\u7814\u7a76\u9662)<\/td><td>BAAI<\/td><td>bge-small-zh-v1.5<\/td><td>BGE Small Chinese v1.5<\/td><td><a href=\"https:\/\/huggingface.co\/BAAI\/bge-small-zh-v1.5\">https:\/\/huggingface.co\/BAAI\/bge-small-zh-v1.5<\/a><\/td><\/tr><tr><td>\u5fae\u8f6f<\/td><td>Alibaba<\/td><td>e5-large-v2<\/td><td>E5 Large v2<\/td><td><a href=\"https:\/\/huggingface.co\/intfloat\/e5-large-v2\">https:\/\/huggingface.co\/intfloat\/e5-large-v2<\/a><\/td><\/tr><tr><td>\u963f\u91cc<\/td><td>Alibaba<\/td><td>gte-base<\/td><td>GTE Base<\/td><td><a href=\"https:\/\/huggingface.co\/Alibaba-NLP\/gte-base\">https:\/\/huggingface.co\/Alibaba-NLP\/gte-base<\/a><\/td><\/tr><tr><td>\u963f\u91cc<\/td><td>Alibaba<\/td><td>gte-large<\/td><td>GTE Large<\/td><td><a href=\"https:\/\/huggingface.co\/Alibaba-NLP\/gte-large\">https:\/\/huggingface.co\/Alibaba-NLP\/gte-large<\/a><\/td><\/tr><tr><td>\u963f\u91cc<\/td><td>Alibaba<\/td><td>gte-Qwen2<\/td><td>GTE Qwen2<\/td><td><a href=\"https:\/\/huggingface.co\/Alibaba-NLP\/gte-Qwen2\">https:\/\/huggingface.co\/Alibaba-NLP\/gte-Qwen2<\/a><\/td><\/tr><tr><td>Jina AI<\/td><td>Jina<\/td><td>jina-clip-v2<\/td><td>Jina CLIP v2<\/td><td><a href=\"https:\/\/huggingface.co\/jinaai\/jina-clip-v2\">https:\/\/huggingface.co\/jinaai\/jina-clip-v2<\/a><\/td><\/tr><tr><td>Jina AI<\/td><td>Jina<\/td><td>jina-embeddings-v2-base-en<\/td><td>Jina Embeddings v2 Base EN<\/td><td><a href=\"https:\/\/huggingface.co\/jinaai\/jina-embeddings-v2-base-en\">https:\/\/huggingface.co\/jinaai\/jina-embeddings-v2-base-en<\/a><\/td><\/tr><tr><td>Jina AI<\/td><td>Jina<\/td><td>jina-embeddings-v2-base-zh<\/td><td>Jina Embeddings v2 Base ZH<\/td><td><a href=\"https:\/\/huggingface.co\/jinaai\/jina-embeddings-v2-base-zh\">https:\/\/huggingface.co\/jinaai\/jina-embeddings-v2-base-zh<\/a><\/td><\/tr><tr><td>Jina AI<\/td><td>Jina<\/td><td>jina-embeddings-v2-small-en<\/td><td>Jina Embeddings v2 Small EN<\/td><td><a href=\"https:\/\/huggingface.co\/jinaai\/jina-embeddings-v2-small-en\">https:\/\/huggingface.co\/jinaai\/jina-embeddings-v2-small-en<\/a><\/td><\/tr><tr><td>Jina AI<\/td><td>Jina<\/td><td>jina-embeddings-v3<\/td><td>Jina Embeddings v3<\/td><td><a href=\"https:\/\/huggingface.co\/jinaai\/jina-embeddings-v3\">https:\/\/huggingface.co\/jinaai\/jina-embeddings-v3<\/a><\/td><\/tr><tr><td>Jina AI<\/td><td>Jina<\/td><td>jina-embeddings-v4<\/td><td>Jina Embeddings v4<\/td><td><a href=\"https:\/\/huggingface.co\/jinaai\/jina-embeddings-v4\">https:\/\/huggingface.co\/jinaai\/jina-embeddings-v4<\/a><\/td><\/tr><tr><td>Moka AI<\/td><td><\/td><td>m3e-base<\/td><td>M3E Base<\/td><td><a href=\"https:\/\/huggingface.co\/moka-ai\/m3e-base\">https:\/\/huggingface.co\/moka-ai\/m3e-base<\/a><\/td><\/tr><tr><td>Moka AI<\/td><td><\/td><td>m3e-large<\/td><td>M3E Large<\/td><td><a href=\"https:\/\/huggingface.co\/moka-ai\/m3e-large\">https:\/\/huggingface.co\/moka-ai\/m3e-large<\/a><\/td><\/tr><tr><td>Moka AI<\/td><td><\/td><td>m3e-small<\/td><td>M3E Small<\/td><td><a href=\"https:\/\/huggingface.co\/moka-ai\/m3e-small\">https:\/\/huggingface.co\/moka-ai\/m3e-small<\/a><\/td><\/tr><tr><td>\u5fae\u8f6f<\/td><td><\/td><td>multilingual-e5-large<\/td><td>Multilingual E5 Large<\/td><td><a href=\"https:\/\/huggingface.co\/intfloat\/multilingual-e5-large\">https:\/\/huggingface.co\/intfloat\/multilingual-e5-large<\/a><\/td><\/tr><tr><td>\u963f\u91cc<\/td><td>Alibaba<\/td><td>Qwen3-Embedding-0.6B<\/td><td>Qwen3 Embedding 0.6B<\/td><td><a href=\"https:\/\/modelscope.cn\/models\/Qwen\/Qwen3-Embedding-0.6B\">https:\/\/modelscope.cn\/models\/Qwen\/Qwen3-Embedding-0.6B<\/a><\/td><\/tr><tr><td>\u963f\u91cc<\/td><td>Alibaba<\/td><td>Qwen3-Embedding-4B<\/td><td>Qwen3 Embedding 4B<\/td><td><a href=\"https:\/\/modelscope.cn\/models\/Qwen\/Qwen3-Embedding-4B\">https:\/\/modelscope.cn\/models\/Qwen\/Qwen3-Embedding-4B<\/a><\/td><\/tr><tr><td>\u963f\u91cc<\/td><td>Alibaba<\/td><td>Qwen3-Embedding-8B<\/td><td>Qwen3 Embedding 8B<\/td><td><a href=\"https:\/\/modelscope.cn\/models\/Qwen\/Qwen3-Embedding-8B\">https:\/\/modelscope.cn\/models\/Qwen\/Qwen3-Embedding-8B<\/a><\/td><\/tr><tr><td>\u8d5b\u535a\u667a\u80fd<\/td><td><\/td><td>text2vec-base-chinese<\/td><td>Text2Vec Base Chinese<\/td><td><a href=\"https:\/\/huggingface.co\/shibing624\/text2vec-base-chinese\">https:\/\/huggingface.co\/shibing624\/text2vec-base-chinese<\/a><\/td><\/tr><tr><td>\u8d5b\u535a\u667a\u80fd<\/td><td><\/td><td>text2vec-base-chinese-paraphrase<\/td><td>Text2Vec Base Chinese Paraphrase<\/td><td><a href=\"https:\/\/huggingface.co\/shibing624\/text2vec-base-chinese-paraphrase\">https:\/\/huggingface.co\/shibing624\/text2vec-base-chinese-paraphrase<\/a><\/td><\/tr><tr><td>\u8d5b\u535a\u667a\u80fd<\/td><td><\/td><td>text2vec-base-chinese-sentence<\/td><td>Text2Vec Base Chinese Sentence<\/td><td><a href=\"https:\/\/huggingface.co\/shibing624\/text2vec-base-chinese-sentence\">https:\/\/huggingface.co\/shibing624\/text2vec-base-chinese-sentence<\/a><\/td><\/tr><tr><td>\u8d5b\u535a\u667a\u80fd<\/td><td><\/td><td>text2vec-base-multilingual<\/td><td>Text2Vec Base Multilingual<\/td><td><a href=\"https:\/\/huggingface.co\/shibing624\/text2vec-base-multilingual\">https:\/\/huggingface.co\/shibing624\/text2vec-base-multilingual<\/a><\/td><\/tr><tr><td>\u8d5b\u535a\u667a\u80fd<\/td><td><\/td><td>text2vec-large-chinese<\/td><td>Text2Vec Large Chinese<\/td><td><a href=\"https:\/\/huggingface.co\/shibing624\/text2vec-large-chinese\">https:\/\/huggingface.co\/shibing624\/text2vec-large-chinese<\/a><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Rerank\u6a21\u578b<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>BCEReranker\uff08bce-reranker-base_v1\uff09<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6838\u5fc3\u529f\u80fd<\/strong>\uff1a\u57fa\u4e8e\u4ea4\u53c9\u7f16\u7801\u5668\u7684\u4e2d\u82f1\u65e5\u97e9\u591a\u8bed\u8a00\u91cd\u6392\u5e8f\u6a21\u578b\uff0c\u4e13\u6ce8\u4e8e<strong>\u5bf9\u521d\u59cb\u68c0\u7d22\u7ed3\u679c\u8fdb\u884c\u7cbe\u7ec6\u5316\u6392\u5e8f\uff0c\u63d0\u5347\u4fe1\u606f\u68c0\u7d22\u7684\u76f8\u5173\u6027\u548c\u51c6\u786e\u6027<\/strong>\u3002\u5b83\u4e0e BCEmbedding \u6a21\u578b\u5f62\u6210 \u201c\u53cc\u9636\u6bb5\u68c0\u7d22\u201d \u7ec4\u5408\uff0c\u5148\u901a\u8fc7 <em>BCEmbedding \u53ec\u56de\u5019\u9009\u6587\u6863<\/em>\uff0c\u518d\u7531 <em>BCEReranker \u5bf9 Top 50-100 \u4e2a\u7ed3\u679c\u8fdb\u884c\u91cd\u6392\uff0c\u6700\u7ec8\u8f93\u51fa Top 5-10 \u4e2a\u9ad8\u76f8\u5173\u6027\u7247\u6bb5<\/em>\u3002<\/li>\n\n\n\n<li><strong>\u4f18\u52bf<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\u591a\u8bed\u8a00\u8de8\u57df\u9002\u914d<\/strong>\uff1a\u652f\u6301\u4e2d\u6587\u3001\u82f1\u6587\u3001\u65e5\u6587\u3001\u97e9\u6587\u56db\u8bed\u79cd\uff0c\u5c24\u5176\u5728\u4e2d\u82f1\u8de8\u8bed\u8a00\u68c0\u7d22\u4e2d\u8868\u73b0\u7a81\u51fa\uff08\u5982\u4e2d\u6587\u67e5\u8be2\u5339\u914d\u82f1\u6587\u6587\u6863\uff09\uff0c\u9002\u914d\u6559\u80b2\u3001\u6cd5\u5f8b\u3001\u91d1\u878d\u3001\u533b\u7597\u7b49\u591a\u9886\u57df\u6570\u636e\u3002<\/li>\n\n\n\n<li><strong>\u957f\u6587\u672c\u7cbe\u51c6\u6392\u5e8f<\/strong>\uff1a\u7a81\u7834\u4f20\u7edf\u6a21\u578b 512 Token \u7684\u8f93\u5165\u9650\u5236\uff0c\u652f\u6301\u6570\u4e07\u5b57\u6587\u6863\u7684\u6574\u4f53\u8bed\u4e49\u5206\u6790\uff0c\u6709\u6548\u5904\u7406\u5408\u540c\u3001\u8bba\u6587\u7b49\u957f\u6587\u672c\u573a\u666f\uff0c\u907f\u514d\u788e\u7247\u5316\u4fe1\u606f\u5e72\u6270\u3002<\/li>\n\n\n\n<li><strong>\u7edd\u5bf9\u5206\u6570\u8fc7\u6ee4<\/strong>\uff1a\u8f93\u51fa\u53ef\u91cf\u5316\u7684 \u201c\u7edd\u5bf9\u76f8\u5173\u6027\u5206\u6570\u201d\uff08\u63a8\u8350\u9608\u503c 0.35-0.4\uff09\uff0c\u76f4\u63a5\u8fc7\u6ee4\u4f4e\u8d28\u91cf\u7ed3\u679c\uff0c\u51cf\u5c11 LLM \u751f\u6210\u65f6\u7684 \u201c\u5e7b\u89c9\u201d \u95ee\u9898\u3002<\/li>\n\n\n\n<li><strong>RAG \u6df1\u5ea6\u4f18\u5316<\/strong>\uff1a\u9488\u5bf9\u68c0\u7d22\u589e\u5f3a\u751f\u6210\uff08RAG\uff09\u573a\u666f\u8bbe\u8ba1\uff0c\u4e0e BCEmbedding \u7ec4\u5408\u5728 LlamaIndex \u8bc4\u6d4b\u4e2d\u8fbe\u5230 SOTA \u6c34\u5e73\uff0c\u8de8\u8bed\u8a00\u68c0\u7d22\u51c6\u786e\u7387\u63d0\u5347 40%\uff0cMRR\uff08\u5e73\u5747\u5012\u6570\u6392\u540d\uff09\u63d0\u5347 6.85%110\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u4f5c\u7528<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\u68c0\u7d22\u7ed3\u679c\u7cbe\u6392<\/strong>\uff1a\u5bf9\u521d\u59cb\u53ec\u56de\u7684\u6587\u672c\u7247\u6bb5\u8fdb\u884c<strong>\u4e8c\u6b21\u6392\u5e8f\uff0c\u786e\u4fdd\u6700\u76f8\u5173\u5185\u5bb9\u4f18\u5148\u5c55\u793a<\/strong>\uff08\u5982\u7528\u6237\u641c\u7d22 \u201c\u4eba\u5de5\u667a\u80fd\u53d1\u5c55\u8d8b\u52bf\u201d\uff0c\u6a21\u578b\u4f1a\u4f18\u5148\u5c55\u793a\u6700\u65b0\u653f\u7b56\u6587\u4ef6\u800c\u975e\u8fc7\u65f6\u8d44\u6599\uff09\u3002<\/li>\n\n\n\n<li><strong>\u8de8\u8bed\u8a00\u4fe1\u606f\u6574\u5408<\/strong>\uff1a\u652f\u6301\u4e2d\u82f1\u65e5\u97e9\u6df7\u5408\u68c0\u7d22\uff0c\u4f8b\u5982<strong>\u4e2d\u6587\u7528\u6237\u8f93\u5165<\/strong> \u201c\u6c14\u5019\u53d8\u5316\u5e94\u5bf9\u63aa\u65bd\u201d\uff0c\u6a21\u578b\u53ef<strong>\u5339\u914d\u82f1\u6587\u56fd\u9645\u534f\u8bae\u3001\u65e5\u6587\u7814\u7a76\u62a5\u544a\u7b49\u591a\u8bed\u8a00\u8d44\u6e90<\/strong>\uff0c\u5b9e\u73b0\u8de8\u8bed\u8a00\u77e5\u8bc6\u878d\u5408\u3002<\/li>\n\n\n\n<li><strong>\u957f\u6587\u6863\u8bed\u4e49\u805a\u7126<\/strong>\uff1a\u5904\u7406\u6280\u672f\u624b\u518c\u3001\u6cd5\u5f8b\u6761\u6587\u7b49\u957f\u6587\u672c\u65f6\uff0c<strong>\u7cbe\u51c6\u5b9a\u4f4d\u4e0e\u67e5\u8be2\u76f8\u5173\u7684\u6bb5\u843d<\/strong>\uff08\u5982\u641c\u7d22 \u201c\u5408\u540c\u8fdd\u7ea6\u8d23\u4efb\u201d\uff0c\u76f4\u63a5\u8df3\u8f6c\u5230\u5bf9\u5e94\u6761\u6b3e\u800c\u975e\u5168\u6587\u68c0\u7d22\uff09\uff0c\u63d0\u5347\u4fe1\u606f\u63d0\u53d6\u6548\u7387\u3002<\/li>\n\n\n\n<li><strong>\u4f4e\u8d28\u5185\u5bb9\u8fc7\u6ee4<\/strong>\uff1a\u901a\u8fc7\u7edd\u5bf9\u5206\u6570\u9608\u503c\uff08\u5982 0.4\uff09\u81ea\u52a8<strong>\u5254\u9664\u4e0d\u76f8\u5173\u6216\u4f4e\u8d28\u91cf\u7ed3\u679c<\/strong>\uff0c\u51cf\u5c11 LLM \u5904\u7406\u65e0\u6548\u4fe1\u606f\u7684\u8017\u65f6\uff0c\u4f18\u5316\u6574\u4f53\u54cd\u5e94\u901f\u5ea6\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td>\u54c1\u724c\u540d<\/td><td>\u56fe\u6807<\/td><td>\u6a21\u578bID<\/td><td>\u6a21\u578b\u540d\u79f0<\/td><td>\u9ed8\u8ba4URL<\/td><\/tr><tr><td>\u7f51\u6613\u6709\u9053<\/td><td><\/td><td>bce-reranker-base_v1<\/td><td>BCE Reranker Base v1<\/td><td><a href=\"https:\/\/docs.siliconflow.cn\/reference\/creatererank4\">https:\/\/docs.siliconflow.cn\/reference\/creatererank4<\/a><\/td><\/tr><tr><td>BAAI (\u667a\u6e90\u7814\u7a76\u9662)<\/td><td>BAAI<\/td><td>bge-reranker-base<\/td><td>BGE Reranker Base<\/td><td>\u65e0\u516c\u5f00\u9ed8\u8ba4URL<\/td><\/tr><tr><td>BAAI (\u667a\u6e90\u7814\u7a76\u9662)<\/td><td>BAAI<\/td><td>bge-reranker-large<\/td><td>BGE Reranker Large<\/td><td>\u65e0\u516c\u5f00\u9ed8\u8ba4URL<\/td><\/tr><tr><td>BAAI (\u667a\u6e90\u7814\u7a76\u9662)<\/td><td>BAAI<\/td><td>bge-reranker-v2-gemma<\/td><td>BGE Reranker v2 Gemma<\/td><td>\u65e0\u516c\u5f00\u9ed8\u8ba4URL<\/td><\/tr><tr><td>BAAI (\u667a\u6e90\u7814\u7a76\u9662)<\/td><td>BAAI<\/td><td>bge-reranker-v2-m3<\/td><td>BGE Reranker v2 M3<\/td><td><a href=\"https:\/\/modelscope.cn\/models\/BAAI\/bge-reranker-v2-m324\">https:\/\/modelscope.cn\/models\/BAAI\/bge-reranker-v2-m324<\/a><\/td><\/tr><tr><td>BAAI (\u667a\u6e90\u7814\u7a76\u9662)<\/td><td>BAAI<\/td><td>bge-reranker-v2-minicpm-layerwise<\/td><td>BGE Reranker v2 MiniCPM Layerwise<\/td><td>\u65e0\u516c\u5f00\u9ed8\u8ba4URL<\/td><\/tr><tr><td>Jina AI<\/td><td>Jina<\/td><td>jina-reranker-v2<\/td><td>Jina Reranker v2<\/td><td>\u65e0\u516c\u5f00\u9ed8\u8ba4URL<\/td><\/tr><tr><td>OpenBMB<\/td><td><\/td><td>minicpm-reranker<\/td><td>MiniCPM Reranker<\/td><td>\u65e0\u516c\u5f00\u9ed8\u8ba4URL<\/td><\/tr><tr><td>\u963f\u91cc<\/td><td>Alibaba<\/td><td>Qwen3-Reranker-0.6B<\/td><td>Qwen3 Reranker 0.6B<\/td><td><a href=\"https:\/\/modelscope.cn\/models\/Qwen\/Qwen3-Reranker-0.6B25\">https:\/\/modelscope.cn\/models\/Qwen\/Qwen3-Reranker-0.6B25<\/a><\/td><\/tr><tr><td>\u963f\u91cc<\/td><td>Alibaba<\/td><td>Qwen3-Reranker-4B<\/td><td>Qwen3 Reranker 4B<\/td><td><a href=\"https:\/\/modelscope.cn\/models\/Qwen\/Qwen3-Reranker-4B25\">https:\/\/modelscope.cn\/models\/Qwen\/Qwen3-Reranker-4B25<\/a><\/td><\/tr><tr><td>\u963f\u91cc<\/td><td>Alibaba<\/td><td>Qwen3-Reranker-8B<\/td><td>Qwen3 Reranker 8B<\/td><td><a href=\"https:\/\/modelscope.cn\/models\/Qwen\/Qwen3-Reranker-8B25\">https:\/\/modelscope.cn\/models\/Qwen\/Qwen3-Reranker-8B25<\/a><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">OCR\u6a21\u578b<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">OlmOCR<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6838\u5fc3\u529f\u80fd<\/strong>\uff1a\u57fa\u4e8e\u5927\u578b\u8bed\u8a00\u6a21\u578b\u7684\u6587\u6863\u89e3\u6790\u5de5\u5177\uff0c<strong>\u4e13\u6ce8\u4e8e\u5c06 PDF\u3001\u56fe\u50cf\u7b49\u975e\u7ed3\u6784\u5316\u6587\u6863\u8f6c\u5316\u4e3a\u53ef\u7f16\u8f91\u6587\u672c<\/strong>\uff0c\u652f\u6301\u8868\u683c\u3001\u516c\u5f0f\u3001\u624b\u5199\u5185\u5bb9\u7684\u7cbe\u51c6\u63d0\u53d6\uff0c\u5c24\u5176\u64c5\u957f\u5904\u7406\u590d\u6742\u6392\u7248\uff08\u5982\u591a\u680f\u5e03\u5c40\u3001\u5b66\u672f\u8bba\u6587\uff09\u3002<\/li>\n\n\n\n<li><strong>\u4f18\u52bf<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\u591a\u6a21\u6001\u878d\u5408<\/strong>\uff1a\u7ed3\u5408\u8bed\u8a00\u6a21\u578b\uff08\u5982 ChatGPT-4o\u3001Qwen2-VL\uff09\u4e0e\u8ba1\u7b97\u673a\u89c6\u89c9\u6280\u672f\uff0c\u901a\u8fc7\u4e0a\u4e0b\u6587\u63a8\u7406\u63d0\u5347\u6587\u672c\u8bc6\u522b\u51c6\u786e\u6027\uff0c\u51cf\u5c11\u5e7b\u89c9\u73b0\u8c61\uff08\u5982\u865a\u6784\u5185\u5bb9\uff09\u3002<\/li>\n\n\n\n<li><strong>\u7ed3\u6784\u5316\u8f93\u51fa<\/strong>\uff1a\u4fdd\u7559\u6587\u6863\u539f\u59cb\u683c\u5f0f\uff08\u5982\u8868\u683c\u3001\u9879\u76ee\u7b26\u53f7\u3001\u8fb9\u6ce8\uff09\uff0c\u652f\u6301 Markdown \u6216 Dolma \u683c\u5f0f\u8f93\u51fa\uff0c\u4fbf\u4e8e\u540e\u7eed\u5206\u6790\u548c\u7f16\u8f91\u3002<\/li>\n\n\n\n<li><strong>\u4f4e\u6210\u672c\u9ad8\u6548<\/strong>\uff1a\u5f00\u6e90\u5de5\u5177\u5305\u652f\u6301\u672c\u5730 GPU \u90e8\u7f72\uff0c\u6bcf\u5904\u7406 100 \u4e07\u9875\u6587\u6863\u6210\u672c\u4ec5 190 \u7f8e\u5143\uff0c\u9002\u5408\u5927\u89c4\u6a21\u6587\u6863\u6570\u5b57\u5316\u9700\u6c42\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u4f5c\u7528<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\u5b66\u672f\u4e0e\u6280\u672f\u6587\u6863\u5904\u7406<\/strong>\uff1a\u89e3\u6790\u8bba\u6587\u3001\u6280\u672f\u624b\u518c\u4e2d\u7684\u516c\u5f0f\u3001\u56fe\u8868\u548c\u591a\u680f\u5185\u5bb9\uff0c\u751f\u6210\u7ed3\u6784\u5316\u6587\u672c\uff08\u5982\u5c06 LaTeX \u516c\u5f0f\u8f6c\u6362\u4e3a\u53ef\u7f16\u8f91\u683c\u5f0f\uff09\u3002<\/li>\n\n\n\n<li><strong>\u624b\u5199\u5185\u5bb9\u8bc6\u522b<\/strong>\uff1a\u5904\u7406\u533b\u7597\u8bb0\u5f55\u3001\u5386\u53f2\u6863\u6848\u4e2d\u7684\u624b\u5199\u6587\u5b57\uff0c\u51c6\u786e\u7387\u8d85 90%\uff0c\u652f\u6301 12 \u79cd\u8bed\u8a00\u7684\u624b\u5199\u4f53\u8bc6\u522b\u3002<\/li>\n\n\n\n<li><strong>PDF \u6570\u5b57\u5316<\/strong>\uff1a\u5c06\u626b\u63cf PDF \u8f6c\u6362\u4e3a\u53ef\u641c\u7d22\u6587\u672c\uff0c\u4fdd\u7559\u539f\u59cb\u6392\u7248\uff0c\u9002\u7528\u4e8e\u6cd5\u5f8b\u5408\u540c\u3001\u53e4\u7c4d\u4fee\u590d\u7b49\u573a\u666f\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">AzureOCR<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6838\u5fc3\u529f\u80fd<\/strong>\uff1a\u5fae\u8f6f Azure \u4e91\u670d\u52a1\u4e2d\u7684 OCR \u5de5\u5177\uff0c\u652f\u6301<strong>\u591a\u8bed\u8a00\u6587\u672c\u8bc6\u522b<\/strong>\uff08\u542b\u624b\u5199\u548c\u6253\u5370\u4f53\uff09\uff0c\u96c6\u6210\u4e8e\u8868\u5355\u8bc6\u522b\u5668\uff08Form Recognizer\uff09\uff0c<strong>\u53ef\u63d0\u53d6\u8868\u683c\u3001\u53d1\u7968\u3001\u8eab\u4efd\u8bc1\u7b49\u6587\u6863\u7684\u7ed3\u6784\u5316\u6570\u636e\u3002<\/strong><\/li>\n\n\n\n<li><strong>\u4f18\u52bf<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\u4e91\u670d\u52a1\u96c6\u6210<\/strong>\uff1a<strong>\u4e0e Azure AI \u670d\u52a1\uff08\u5982\u7ffb\u8bd1\u3001\u8bed\u8a00\u7406\u89e3\uff09\u65e0\u7f1d\u5bf9\u63a5<\/strong>\uff0c\u652f\u6301 REST API \u548c\u4f4e\u4ee3\u7801\u5e73\u53f0\uff08\u5982 Power Automate\uff09\uff0c\u5feb\u901f\u90e8\u7f72\u81f3\u4f01\u4e1a\u6d41\u7a0b\u3002<\/li>\n\n\n\n<li><strong>\u591a\u8bed\u8a00\u4e0e\u6df7\u5408\u573a\u666f<\/strong>\uff1a<strong>\u652f\u6301\u4e2d\u6587\u3001\u82f1\u6587\u3001\u65e5\u6587\u7b49 50 + \u8bed\u8a00<\/strong>\uff0c\u53ef\u540c\u65f6\u5904\u7406\u6587\u6863\u4e2d\u7684\u6df7\u5408\u8bed\u8a00\u5185\u5bb9\uff0c\u9002\u7528\u4e8e\u8de8\u56fd\u4f01\u4e1a\u7684\u591a\u8bed\u8a00\u6570\u636e\u7ba1\u7406\u3002<\/li>\n\n\n\n<li><strong>\u9ad8\u7cbe\u5ea6\u4e0e\u5b89\u5168<\/strong>\uff1a\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\uff0c\u8bc6\u522b\u51c6\u786e\u7387\u9ad8\uff0c\u4e14\u6570\u636e\u5b58\u50a8\u7b26\u5408 ISO\u3001GDPR \u7b49\u5408\u89c4\u6807\u51c6\uff0c\u4fdd\u969c\u4f01\u4e1a\u6570\u636e\u5b89\u5168\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u4f5c\u7528<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\u8868\u5355\u81ea\u52a8\u5316<\/strong>\uff1a\u81ea\u52a8\u63d0\u53d6\u53d1\u7968\u3001\u62a5\u9500\u5355\u4e2d\u7684\u91d1\u989d\u3001\u65e5\u671f\u7b49\u5b57\u6bb5\uff0c\u51cf\u5c11\u4eba\u5de5\u5f55\u5165\u9519\u8bef\uff08\u5982\u5c06\u624b\u5199\u7b7e\u540d\u4e0e\u6253\u5370\u6587\u5b57\u5206\u79bb\u8bc6\u522b\uff09\u3002<\/li>\n\n\n\n<li><strong>\u6587\u6863\u5206\u6790<\/strong>\uff1a\u89e3\u6790\u5408\u540c\u4e2d\u7684\u6761\u6b3e\u3001\u8eab\u4efd\u8bc1\u4e2d\u7684\u4e2a\u4eba\u4fe1\u606f\uff0c<strong>\u751f\u6210\u7ed3\u6784\u5316 JSON \u6570\u636e<\/strong>\uff0c\u4fbf\u4e8e\u540e\u7eed\u6570\u636e\u5206\u6790\u6216 AI \u6a21\u578b\u8bad\u7ec3\u3002<\/li>\n\n\n\n<li><strong>\u5b9e\u65f6\u5904\u7406<\/strong>\uff1a\u652f\u6301\u5b9e\u65f6\u89c6\u9891\u6d41\u4e2d\u7684\u6587\u672c\u8bc6\u522b\uff08\u5982\u76d1\u63a7\u753b\u9762\u4e2d\u7684\u8f66\u724c\u3001\u516c\u544a\u6587\u5b57\uff09\uff0c\u9002\u7528\u4e8e\u5b89\u9632\u3001\u7269\u6d41\u7b49\u573a\u666f\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">PaddleOCR<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6838\u5fc3\u529f\u80fd<\/strong>\uff1a\u767e\u5ea6\u5f00\u6e90\u7684 OCR \u5de5\u5177\u5305\uff0c<strong>\u63d0\u4f9b\u7aef\u5230\u7aef\u6587\u672c\u68c0\u6d4b\u3001\u8bc6\u522b\u548c\u65b9\u5411\u5206\u7c7b<\/strong>\uff0c\u652f\u6301 80 + \u8bed\u8a00\uff08\u542b\u4e2d\u6587\u3001\u65e5\u6587\u3001\u97e9\u6587\uff09\uff0c\u8986\u76d6\u901a\u7528\u3001\u91d1\u878d\u3001\u4ea4\u901a\u7b49\u591a\u9886\u57df\u5782\u7c7b\u6a21\u578b\u3002<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4f18\u52bf<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\u8f7b\u91cf\u4e0e\u9ad8\u6548<\/strong>\uff1a\u6a21\u578b\u538b\u7f29\u6280\u672f\uff08\u5982 PP-OCRv4\uff09\u5c06\u6a21\u578b\u4f53\u79ef\u964d\u81f3 8.5MB\uff0c\u79fb\u52a8\u7aef\u63a8\u7406\u901f\u5ea6\u8fbe\u6beb\u79d2\u7ea7\u3002<\/li>\n\n\n\n<li><strong>\u591a\u8bed\u8a00\u4e0e\u573a\u666f\u9002\u914d<\/strong>\uff1a\u9488\u5bf9\u4e2d\u6587\u4f18\u5316\uff0c\u652f\u6301\u590d\u6742\u6587\u672c\uff08\u5982\u5f2f\u66f2\u6587\u5b57\u3001\u4f4e\u5149\u7167\u56fe\u50cf\uff09\u3002<\/li>\n\n\n\n<li><strong>\u5f00\u6e90\u4e0e\u751f\u6001<\/strong>\uff1a\u4ee3\u7801\u5f00\u6e90\u4e14\u6587\u6863\u5b8c\u5584\uff0c\u652f\u6301\u81ea\u5b9a\u4e49\u8bad\u7ec3\u548c\u79c1\u6709\u5316\u90e8\u7f72\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4f5c\u7528<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\u5b9e\u65f6\u6587\u672c\u8bc6\u522b<\/strong>\uff1a\u5904\u7406\u89c6\u9891\u6d41\u6216\u76d1\u63a7\u753b\u9762\u4e2d\u7684\u6587\u5b57\uff08\u5982\u5b9e\u65f6\u7ffb\u8bd1\u8def\u724c\u3001\u63d0\u53d6\u89c6\u9891\u5b57\u5e55\uff09\u3002<\/li>\n\n\n\n<li><strong>\u6587\u6863\u7ba1\u7406<\/strong>\uff1a\u6279\u91cf\u5904\u7406\u626b\u63cf\u6587\u6863\uff0c\u63d0\u53d6\u5173\u952e\u4fe1\u606f\uff08\u5982\u5408\u540c\u4e2d\u7684\u7532\u65b9\u4e59\u65b9\u3001\u533b\u7597\u62a5\u544a\u4e2d\u7684\u8bca\u65ad\u7ed3\u679c\uff09\uff0c\u63d0\u5347\u529e\u516c\u6548\u7387\u3002<\/li>\n\n\n\n<li><strong>\u8de8\u8bed\u8a00\u652f\u6301<\/strong>\uff1a\u5b9e\u73b0\u4e2d\u82f1\u65e5\u97e9\u7b49\u591a\u8bed\u8a00\u6df7\u5408\u6587\u672c\u7684\u8bc6\u522b\u4e0e\u7ffb\u8bd1\uff0c\u9002\u7528\u4e8e\u8de8\u5883\u7535\u5546\u3001\u6559\u80b2\u7b49\u573a\u666f\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u603b\u7ed3\u5bf9\u6bd4<\/h3>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table><thead><tr><th>\u6a21\u578b<\/th><th>\u4f18\u52bf<\/th><th>\u4f5c\u7528<\/th><\/tr><\/thead><tbody><tr><td>OlmOCR<\/td><td>\u591a\u6a21\u6001\u878d\u5408\uff0c\u89e3\u6790\u590d\u6742\u6392\u7248\uff08\u516c\u5f0f \/ \u624b\u5199\uff09\uff0c\u7ed3\u6784\u5316\u8f93\u51fa<\/td><td>\u5b66\u672f\u6587\u6863\u3001\u624b\u5199\u6863\u6848\u3001PDF \u6570\u5b57\u5316\u5904\u7406<\/td><\/tr><tr><td>AzureOCR<\/td><td>\u4e91\u670d\u52a1\u96c6\u6210\uff0c50 + \u8bed\u8a00\u652f\u6301\uff0c\u5b89\u5168\u5408\u89c4<\/td><td>\u4f01\u4e1a\u8868\u5355\u3001\u5408\u540c\u89e3\u6790\uff0c\u5b9e\u65f6\u89c6\u9891\u6587\u672c\u8bc6\u522b<\/td><\/tr><tr><td>PaddleOCR<\/td><td>\u8f7b\u91cf\u5f00\u6e90\uff0c80 + \u8bed\u8a00\uff08\u4e2d\u6587\u4f18\u5316\uff09\uff0c\u7aef\u8fb9\u4e91\u90e8\u7f72<\/td><td>\u79fb\u52a8\u7aef\u8bc6\u522b\u3001\u6279\u91cf\u6587\u6863\u5904\u7406\u3001\u8de8\u8bed\u8a00\u573a\u666f\u9002\u914d<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h1 class=\"wp-block-heading\">\u5de5\u5177<\/h1>\n\n\n\n<h2 class=\"wp-block-heading\">\u8fd0\u7ef4\u5de5\u5177<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Kubernetes Tools<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4ecb\u7ecd<\/strong>\uff1aKubernetes \u5de5\u5177\u662f\u4e00\u5957<strong>\u9488\u5bf9 Kubernetes \u96c6\u7fa4\u7684\u8fd0\u7ef4\u4e0e\u7ba1\u7406\u5de5\u5177<\/strong>\uff0c\u8986\u76d6\u96c6\u7fa4\u8d44\u6e90\u67e5\u8be2\u3001\u72b6\u6001\u76d1\u63a7\u3001\u6545\u969c\u8bca\u65ad\u53ca\u914d\u7f6e\u7ba1\u7406\u7b49\u529f\u80fd\uff0c\u5e2e\u52a9\u7528\u6237\u9ad8\u6548\u7ba1\u7406\u5bb9\u5668\u5316\u5e94\u7528\u7684\u90e8\u7f72\u3001\u8fd0\u884c\u548c\u7ef4\u62a4\u3002<\/li>\n\n\n\n<li><strong>\u4f5c\u7528<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>CI\/CD \u6d41\u7a0b\u5168\u94fe\u8def\u7ba1\u63a7<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li><strong>\u4efb\u52a1\u53ef\u89c6\u5316\u7ba1\u7406<\/strong>\uff1a\u901a\u8fc7\u5217\u8868\u6e05\u6670\u5448\u73b0 Jenkins \u670d\u52a1\u5668\u4e0a\u6240\u6709\u6784\u5efa\u4efb\u52a1\u7684\u540d\u79f0\u3001\u72b6\u6001\uff08\u542f\u7528 \/ \u7981\u7528\uff09\u3001\u6700\u540e\u6784\u5efa\u65f6\u95f4\u53ca\u7ed3\u679c\uff0c\u4fbf\u4e8e\u56e2\u961f\u5feb\u901f\u5b9a\u4f4d\u5f02\u5e38\u4efb\u52a1\uff08\u5982\u8fde\u7eed\u5931\u8d25\u7684\u90e8\u7f72\u4efb\u52a1\uff09\u3002<\/li>\n\n\n\n<li><strong>\u81ea\u52a8\u5316\u89e6\u53d1\u4e0e\u53c2\u6570\u5316\u6784\u5efa<\/strong>\uff1a\u652f\u6301\u5728\u89e6\u53d1\u6784\u5efa\u65f6\u52a8\u6001\u4f20\u5165\u53c2\u6570\uff08\u5982\u76ee\u6807\u5206\u652f\u3001\u73af\u5883\u53d8\u91cf\u3001\u7248\u672c\u53f7\uff09\uff0c\u6ee1\u8db3\u591a\u73af\u5883\uff08\u5f00\u53d1 \/ \u6d4b\u8bd5 \/ \u751f\u4ea7\uff09\u5dee\u5f02\u5316\u90e8\u7f72\u9700\u6c42\uff08\u4f8b\u5982\uff1a\u6307\u5b9a<code>--env=prod<\/code>\u89e6\u53d1\u751f\u4ea7\u73af\u5883\u6784\u5efa\uff09\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u56e2\u961f\u534f\u4f5c\u4e0e\u6d41\u7a0b\u5ba1\u8ba1<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li><strong>\u6784\u5efa\u4efb\u52a1\u8ffd\u6eaf<\/strong>\uff1a\u901a\u8fc7\u4efb\u52a1\u5217\u8868\u5feb\u901f\u67e5\u8be2\u5386\u53f2\u6784\u5efa\u8bb0\u5f55\uff0c\u7ed3\u5408\u65f6\u95f4\u5de5\u5177\uff08\u5982<code>get_current_time<\/code>\uff09\u8bb0\u5f55\u64cd\u4f5c\u65f6\u95f4\uff0c\u5f62\u6210\u5b8c\u6574\u7684 CI\/CD \u5ba1\u8ba1\u65e5\u5fd7\uff08\u9002\u7528\u4e8e\u91d1\u878d\u3001\u533b\u7597\u7b49\u5bf9\u5408\u89c4\u6027\u8981\u6c42\u9ad8\u7684\u884c\u4e1a\uff09\u3002<\/li>\n\n\n\n<li><strong>\u591a\u5de5\u5177\u96c6\u6210\u652f\u6301<\/strong>\uff1a\u4e0e\u4ee3\u7801\u4ed3\u5e93\uff08Git\uff09\u3001\u5236\u54c1\u4ed3\u5e93\uff08Nexus\uff09\u3001\u76d1\u63a7\u7cfb\u7edf\uff08Prometheus\uff09\u65e0\u7f1d\u5bf9\u63a5\uff0c\u4f8b\u5982\u4ee3\u7801\u63d0\u4ea4\u540e\u81ea\u52a8\u89e6\u53d1 Jenkins \u6784\u5efa\uff0c\u6784\u5efa\u5b8c\u6210\u540e\u901a\u8fc7 Kubernetes \u5de5\u5177\u90e8\u7f72\u81f3\u96c6\u7fa4\uff0c\u5f62\u6210\u81ea\u52a8\u5316\u6d41\u6c34\u7ebf\u95ed\u73af\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u6545\u969c\u6062\u590d\u4e0e\u5e94\u6025\u5904\u7406<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li><strong>\u6279\u91cf\u4efb\u52a1\u64cd\u4f5c<\/strong>\uff1a\u6279\u91cf\u7981\u7528\u8fc7\u65f6\u4efb\u52a1\u6216\u91cd\u65b0\u89e6\u53d1\u5931\u8d25\u4efb\u52a1\uff0c\u907f\u514d\u624b\u52a8\u9010\u4e2a\u64cd\u4f5c\u7684\u4f4e\u6548\u6027\uff08\u5982\u4e0a\u7ebf\u671f\u95f4\u6279\u91cf\u91cd\u542f\u6240\u6709\u5fae\u670d\u52a1\u6784\u5efa\u4efb\u52a1\uff09\u3002<\/li>\n\n\n\n<li><strong>\u7070\u5ea6\u53d1\u5e03\u652f\u6301<\/strong>\uff1a\u901a\u8fc7\u5206\u9636\u6bb5\u89e6\u53d1\u6784\u5efa\u4efb\u52a1\uff0c\u914d\u5408 Kubernetes \u5de5\u5177\u5b9e\u73b0\u84dd\u7eff\u90e8\u7f72\u6216\u6eda\u52a8\u66f4\u65b0\uff0c\u964d\u4f4e\u7ebf\u4e0a\u53d8\u66f4\u98ce\u9669\uff08\u5982\u5148\u89e6\u53d1\u6d4b\u8bd5\u73af\u5883\u6784\u5efa\uff0c\u9a8c\u8bc1\u901a\u8fc7\u540e\u89e6\u53d1\u751f\u4ea7\u73af\u5883\u6784\u5efa\uff09\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Jenkins<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4ecb\u7ecd<\/strong>\uff1aJenkins \u5de5\u5177\u662f\u4e00\u7ec4\u7528\u4e8e\u4e0e<strong> Jenkins \u6301\u7eed\u96c6\u6210 \/ \u6301\u7eed\u90e8\u7f72\uff08CI\/CD\uff09\u5e73\u53f0\u4ea4\u4e92<\/strong>\u7684\u529f\u80fd\u96c6\u5408\uff0c\u63d0\u4f9b\u5bf9 Jenkins \u670d\u52a1\u5668\u4e0a\u6784\u5efa\u4efb\u52a1\u7684\u67e5\u8be2\u548c\u64cd\u4f5c\u80fd\u529b\uff0c\u652f\u6301\u901a\u8fc7\u7a0b\u5e8f\u8fdc\u7a0b\u7ba1\u7406\u6784\u5efa\u6d41\u7a0b\uff0c\u5b9e\u73b0\u81ea\u52a8\u5316\u90e8\u7f72\u6d41\u7a0b\u7684\u63a7\u5236\u4e0e\u76d1\u63a7\u3002<\/li>\n\n\n\n<li><strong>\u4f5c\u7528<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>\u96c6\u7fa4\u8d44\u6e90\u7cbe\u7ec6\u5316\u7ba1\u7406<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li><strong>\u591a\u7ef4\u5ea6\u8d44\u6e90\u67e5\u8be2<\/strong>\uff1a\u652f\u6301\u6309\u547d\u540d\u7a7a\u95f4\uff08\u5982<code>dev<\/code>\/<code>test<\/code>\/<code>prod<\/code>\uff09\u6216\u8d44\u6e90\u7c7b\u578b\uff08Pod\/Node\/Service\uff09\u7b5b\u9009\u67e5\u8be2\uff0c\u6ee1\u8db3\u590d\u6742\u67b6\u6784\u4e0b\u7684\u5206\u5c42\u7ba1\u7406\u9700\u6c42\uff08\u4f8b\u5982\uff1a\u4ec5\u67e5\u770b<code>prod<\/code>\u547d\u540d\u7a7a\u95f4\u4e0b\u7684\u6240\u6709 Deployment \u8d44\u6e90\uff09\u3002<\/li>\n\n\n\n<li><strong>\u8d44\u6e90\u4f18\u5316\u4e0e\u6e05\u7406<\/strong>\uff1a\u8bc6\u522b\u5e76\u6e05\u7406\u5b64\u7acb\u8d44\u6e90\uff08\u5982\u672a\u88ab\u4f7f\u7528\u7684 PVC\u3001\u5e9f\u5f03\u7684 Service\uff09\uff0c\u91ca\u653e\u96c6\u7fa4\u8d44\u6e90\uff1b\u901a\u8fc7\u8282\u70b9\u5bb9\u91cf\u5206\u6790\uff08CPU \/ \u5185\u5b58\u4f7f\u7528\u7387\uff09\uff0c\u8f85\u52a9\u96c6\u7fa4\u6269\u7f29\u5bb9\u51b3\u7b56\uff08\u5982\u81ea\u52a8\u6dfb\u52a0\u8282\u70b9\u4ee5\u5e94\u5bf9\u6d41\u91cf\u9ad8\u5cf0\uff09\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u5168\u94fe\u8def\u6545\u969c\u8bca\u65ad\u4e0e\u76d1\u63a7<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li><strong>\u5f02\u5e38\u8d44\u6e90\u5feb\u901f\u5b9a\u4f4d<\/strong>\uff1a\u901a\u8fc7\u7b5b\u9009\u5931\u8d25\u3001Pending \u6216\u9ad8\u91cd\u542f\u6b21\u6570\u7684 Pod\uff0c\u7ed3\u5408\u4e8b\u4ef6\u65e5\u5fd7\uff08<code>list_kubernetes_events<\/code>\uff09\uff0c\u7cbe\u51c6\u5b9a\u4f4d\u8c03\u5ea6\u5931\u8d25\u3001\u4f9d\u8d56\u7f3a\u5931\u3001\u955c\u50cf\u62c9\u53d6\u5931\u8d25\u7b49\u95ee\u9898\uff08\u5982\u67d0 Pod \u56e0<code>image not found<\/code>\u6301\u7eed\u5931\u8d25\uff0c\u5feb\u901f\u5b9a\u4f4d\u5230\u955c\u50cf\u4ed3\u5e93\u6743\u9650\u95ee\u9898\uff09\u3002<\/li>\n\n\n\n<li><strong>\u65e5\u5fd7\u4e0e\u914d\u7f6e\u8054\u52a8\u5206\u6790<\/strong>\uff1a\u5bfc\u51fa\u5f02\u5e38\u8d44\u6e90\u7684 YAML \u914d\u7f6e\uff0c\u5bf9\u6bd4\u4e0d\u540c\u73af\u5883\u7684\u914d\u7f6e\u5dee\u5f02\uff08\u5982\u751f\u4ea7\u73af\u5883\u7f3a\u5c11\u5fc5\u8981\u7684\u73af\u5883\u53d8\u91cf\uff09\uff0c\u540c\u65f6\u7ed3\u5408 Pod \u65e5\u5fd7\uff08<code>get_kubernetes_pod_logs<\/code>\uff09\u8ffd\u8e2a\u4ee3\u7801\u8fd0\u884c\u65f6\u9519\u8bef\uff08\u5982\u6570\u636e\u5e93\u8fde\u63a5\u5b57\u7b26\u4e32\u9519\u8bef\u5bfc\u81f4\u670d\u52a1\u65e0\u6cd5\u542f\u52a8\uff09\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u81ea\u52a8\u5316\u8fd0\u7ef4\u4e0e\u6807\u51c6\u5316\u5efa\u8bbe<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li><strong>\u6279\u91cf\u64cd\u4f5c\u652f\u6301<\/strong>\uff1a\u57fa\u4e8e\u8d44\u6e90\u5217\u8868\uff08\u5982 Pod\/Node \u5217\u8868\uff09\u6267\u884c\u6279\u91cf\u64cd\u4f5c\uff08\u5982\u91cd\u542f\u6240\u6709 Running \u72b6\u6001\u7684 Pod\u3001\u6807\u8bb0\u8282\u70b9\u4e3a\u4e0d\u53ef\u8c03\u5ea6\uff09\uff0c\u63d0\u5347\u5927\u89c4\u6a21\u96c6\u7fa4\u7ba1\u7406\u6548\u7387\u3002<\/li>\n\n\n\n<li><strong>\u914d\u7f6e\u6807\u51c6\u5316\u7ba1\u7406<\/strong>\uff1a\u901a\u8fc7\u5bfc\u51fa\u8d44\u6e90 YAML \u5b9e\u73b0\u914d\u7f6e\u7248\u672c\u63a7\u5236\uff08\u5982\u5c06\u751f\u4ea7\u73af\u5883\u914d\u7f6e\u5b58\u6863\u81f3 Git\uff09\uff0c\u786e\u4fdd\u591a\u73af\u5883\u914d\u7f6e\u4e00\u81f4\u6027\uff1b\u7ed3\u5408 CI\/CD \u5de5\u5177\u5b9e\u73b0\u914d\u7f6e\u53d8\u66f4\u7684\u81ea\u52a8\u5316\u6821\u9a8c\u548c\u90e8\u7f72\uff08\u5982\u4fee\u6539 Deployment YAML \u540e\u81ea\u52a8\u89e6\u53d1\u6eda\u52a8\u66f4\u65b0\uff09\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u6027\u80fd\u4e0e\u7a33\u5b9a\u6027\u4fdd\u969c<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li><strong>\u8282\u70b9\u5065\u5eb7\u76d1\u63a7<\/strong>\uff1a\u5b9e\u65f6\u83b7\u53d6\u8282\u70b9\u72b6\u6001\uff08Ready\/NotReady\uff09\u53ca\u8d44\u6e90\u4f7f\u7528\u7387\uff0c\u914d\u5408\u76d1\u63a7\u7cfb\u7edf\uff08\u5982 Grafana\uff09\u8bbe\u7f6e\u9884\u8b66\u89c4\u5219\uff08\u5982\u8282\u70b9\u5185\u5b58\u4f7f\u7528\u7387\u8d85\u8fc7 80% \u65f6\u89e6\u53d1\u62a5\u8b66\uff09\u3002<\/li>\n\n\n\n<li><strong>\u5bb9\u5668\u8fd0\u884c\u65f6\u5206\u6790<\/strong>\uff1a\u901a\u8fc7\u9ad8\u91cd\u542f\u6b21\u6570 Pod \u5206\u6790\uff0c\u5b9a\u4f4d\u5bb9\u5668\u5185\u90e8\u7684\u5185\u5b58\u6cc4\u6f0f\u3001\u6b7b\u9501\u7b49\u95ee\u9898\uff0c\u7ed3\u5408\u65e5\u5fd7\u4f18\u5316\u5e94\u7528\u4ee3\u7801\u6216\u5bb9\u5668\u914d\u7f6e\uff08\u5982\u589e\u52a0\u8d44\u6e90\u8bf7\u6c42\u9650\u5236<code>resources.requests<\/code>\uff09\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u901a\u7528\u5de5\u5177<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">General tools<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code><strong>get_current_time\uff08\u83b7\u53d6\u5f53\u524d\u65f6\u95f4\uff09<\/strong><\/code>\n<ul class=\"wp-block-list\">\n<li><strong>\u4f5c\u7528<\/strong>\uff1a\u5b9e\u65f6\u83b7\u53d6\u7cfb\u7edf\u5f53\u524d\u65f6\u95f4\uff08\u7cbe\u786e\u5230\u79d2 \/ \u6beb\u79d2\uff09\uff0c\u8fd4\u56de\u65f6\u95f4\u6233\u6216\u6307\u5b9a\u683c\u5f0f\u7684\u65f6\u95f4\u5b57\u7b26\u4e32\uff08\u5982<code>YYYY-MM-DD HH:MM:SS<\/code>\uff09\u3002<\/li>\n\n\n\n<li><strong>\u4f7f\u7528\u573a\u666f<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li><strong>\u65e5\u5fd7\u8bb0\u5f55<\/strong>\uff1a\u5728\u7cfb\u7edf\u64cd\u4f5c\uff08\u5982\u7528\u6237\u767b\u5f55\u3001\u6570\u636e\u4fee\u6539\u3001\u4efb\u52a1\u6267\u884c\uff09\u65f6\u6dfb\u52a0\u65f6\u95f4\u6233\uff0c\u4fbf\u4e8e\u540e\u7eed\u5ba1\u8ba1\u548c\u95ee\u9898\u8ffd\u6eaf\uff08\u4f8b\u5982\uff1a\u8bb0\u5f55 API \u8c03\u7528\u65f6\u95f4\u3001\u6570\u636e\u5e93\u53d8\u66f4\u65f6\u95f4\uff09\u3002<\/li>\n\n\n\n<li><strong>\u4efb\u52a1\u8c03\u5ea6<\/strong>\uff1a\u4f5c\u4e3a\u5b9a\u65f6\u4efb\u52a1\u7684\u89e6\u53d1\u4f9d\u636e\uff08\u5982 \u201c\u6bcf\u5929 23:00 \u6267\u884c\u6570\u636e\u5907\u4efd\u201d\uff09\uff0c\u6216\u8ba1\u7b97\u4efb\u52a1\u8017\u65f6\uff08\u5f00\u59cb\u65f6\u95f4 &#8211; \u7ed3\u675f\u65f6\u95f4\uff09\u3002<\/li>\n\n\n\n<li><strong>\u62a5\u8868\u751f\u6210<\/strong>\uff1a\u5728\u751f\u6210\u65e5\u62a5\u3001\u5468\u62a5\u65f6\u81ea\u52a8\u63d2\u5165\u5f53\u524d\u65f6\u95f4\uff0c\u786e\u4fdd\u6587\u6863\u65f6\u6548\u6027\uff08\u5982\u8d22\u52a1\u62a5\u8868\u3001\u8fd0\u7ef4\u62a5\u544a\uff09\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u641c\u7d22\u5de5\u5177<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Online Search<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code><strong>duckduckgo_search\uff08DuckDuckGo\u641c\u7d22\uff09<\/strong><\/code>\n<ul class=\"wp-block-list\">\n<li><strong>\u4f5c\u7528<\/strong>\uff1a\u901a\u8fc7 DuckDuckGo \u641c\u7d22\u5f15\u64ce\u53d1\u8d77\u7f51\u7edc\u67e5\u8be2\uff0c\u8fd4\u56de\u5305\u542b\u6807\u9898\u3001\u94fe\u63a5\u3001\u6458\u8981\u7684\u7ed3\u6784\u5316\u641c\u7d22\u7ed3\u679c\uff08\u652f\u6301\u6587\u672c\u5173\u952e\u8bcd\u3001\u81ea\u7136\u8bed\u8a00\u63d0\u95ee\uff09\u3002<\/li>\n\n\n\n<li><strong>\u4f7f\u7528\u573a\u666f<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li><strong>\u4fe1\u606f\u68c0\u7d22<\/strong>\uff1a\u5feb\u901f\u83b7\u53d6\u516c\u5f00\u6570\u636e\uff08\u5982\u5b9e\u65f6\u65b0\u95fb\u3001\u5929\u6c14\u3001\u767e\u79d1\u77e5\u8bc6\uff09\uff0c\u6216\u6280\u672f\u7c7b\u5185\u5bb9\uff08\u5982\u5f00\u6e90\u6846\u67b6\u6587\u6863\u3001\u9519\u8bef\u4ee3\u7801\u89e3\u51b3\u65b9\u6848\uff09\u3002<\/li>\n\n\n\n<li><strong>\u6570\u636e\u91c7\u96c6<\/strong>\uff1a\u6279\u91cf\u641c\u7d22\u884c\u4e1a\u62a5\u544a\u3001\u7ade\u54c1\u4fe1\u606f\uff08\u5982 \u201c2024 \u5e74 AI \u82af\u7247\u5e02\u573a\u5206\u6790\u201d\uff09\uff0c\u8f85\u52a9\u51b3\u7b56\u5206\u6790\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h1 class=\"wp-block-heading\">\u667a\u80fd\u4f53<\/h1>\n\n\n\n<h2 class=\"wp-block-heading\">\u77e5\u8bc6\u95ee\u7b54\u7c7b<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1. Python \u5929\u624d<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4ecb\u7ecd<\/strong>\uff1a\u6a21\u62df\u4e00\u540d\u4e25\u683c\u9075\u5faa\u89c4\u5219\u7684\u9ad8\u7ea7 Python \u5f00\u53d1\u8005\uff0c\u4e13\u6ce8\u4e8e\u63d0\u4f9b\u5b8c\u6574\u3001\u53ef\u8fd0\u884c\u7684 Python \u4ee3\u7801\uff08\u62d2\u7edd\u5360\u4f4d\u7b26\u6216\u4e0d\u5b8c\u6574\u4ee3\u7801\uff09\u3002<\/li>\n\n\n\n<li><strong>\u4f5c\u7528\uff1a<\/strong>\u5728\u4ee3\u7801\u4fee\u590d\u4e0e\u7f16\u5199\u4e2d\uff0c\u59cb\u7ec8\u4fdd\u7559\u73b0\u6709\u529f\u80fd\u3001\u6ce8\u91ca\u548c\u65e5\u5fd7\u8bb0\u5f55\uff0c\u786e\u4fdd\u7528\u6237\u53ef\u76f4\u63a5\u590d\u5236\u4f7f\u7528\uff1b\u9700\u660e\u786e\u544a\u77e5\u4ee3\u7801\u6240\u5c5e\u7c7b\uff0c\u6309 \u201c\u8f6e\u6b21\u201d \u5b8c\u6210\u4fee\u590d\u4efb\u52a1\uff08\u5982\u6279\u91cf\u5904\u7406\u76f8\u5173\u9519\u8bef\uff09\uff0c\u5e76\u5728\u7f16\u5199\u524d\u63d0\u793a\u9075\u5faa\u89c4\u5219\uff0c\u9002\u5408\u7f16\u7a0b\u6559\u5b66\u3001\u4ee3\u7801\u8c03\u8bd5\u53ca\u529f\u80fd\u5f00\u53d1\u573a\u666f\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u540e\u7aef\u5f00\u53d1\u52a9\u624b<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4ecb\u7ecd\uff1a<\/strong>\u4f5c\u4e3a\u9ad8\u6548\u53ef\u6269\u5c55 Web \u5e94\u7528\u5f00\u53d1\u7684\u6280\u672f\u4e13\u5bb6\uff0c\u57fa\u4e8e Spring Boot\u3001MySQL\u3001Elasticsearch \u7b49\u6280\u672f\u6808\uff0c\u8d1f\u8d23\u8bbe\u8ba1\u540e\u7aef\u67b6\u6784\u4e0e\u5b9e\u73b0\u6838\u5fc3\u529f\u80fd\u3002\u64c5\u957f RESTful API \u5f00\u53d1\u3001\u6570\u636e\u5e93\u7ba1\u7406\uff08MySQL\/PostgreSQL\uff09\u3001Elasticsearch \u6570\u636e\u68c0\u7d22\uff0c\u540c\u65f6\u878d\u5408 AI \u6280\u672f\uff08\u673a\u5668\u5b66\u4e60 \/ NLP\uff09\u4f18\u5316\u529f\u80fd\uff1b\u6ce8\u91cd\u5b89\u5168\u6027\u6700\u4f73\u5b9e\u8df5\u3001\u8c03\u8bd5\u6392\u9519\u53ca CI\/CD \u81ea\u52a8\u5316\uff0c\u53ef\u4e0e\u56e2\u961f\u534f\u4f5c\u6784\u5efa\u7528\u6237\u53cb\u597d\u7684 Web \u5e94\u7528\uff08\u5982\u4f01\u4e1a\u7ba1\u7406\u7cfb\u7edf\u3001\u6570\u636e\u5e73\u53f0\uff09\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u8f6f\u4ef6\u67b6\u6784\u4e0e\u5de5\u7a0b\u4e13\u5bb6<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4ecb\u7ecd\uff1a<\/strong>\u63d0\u4f9b\u5168\u6808\u8f6f\u4ef6\u6280\u672f\u6307\u5bfc\uff0c\u5177\u5907\u8ba1\u7b97\u673a\u79d1\u5b66\u4e0e\u8f6f\u4ef6\u5de5\u7a0b\u7684\u4e13\u5bb6\u7ea7\u77e5\u8bc6\uff0c\u64c5\u957f\u6784\u5efa\u5065\u58ee\u3001\u89e3\u8026\u3001\u53ef\u91cd\u6784\u7684\u8f6f\u4ef6\u7cfb\u7edf\u3002\u8986\u76d6\u524d\u7aef\uff08Vue\/React\uff09\u3001\u540e\u7aef\uff08Spring Boot\/Flask\uff09\u3001\u8fd0\u7ef4\u3001\u5927\u6570\u636e\u3001AI \u7b49\u591a\u9886\u57df\uff0c\u53ef\u6df1\u5165\u89e3\u6790\u4e3b\u6d41\u6846\u67b6\u7684\u8bbe\u8ba1\u539f\u5219\u4e0e\u7f3a\u9677\uff0c\u901a\u8fc7\u7ed3\u6784\u5316\u5206\u6790\uff08\u591a\u7ef4\u5ea6\u62c6\u89e3\u95ee\u9898\uff09\u548c\u8be6\u7ec6\u9610\u8ff0\uff0c\u8f85\u52a9\u7528\u6237\u89e3\u51b3\u7f16\u7a0b\u3001\u67b6\u6784\u8bbe\u8ba1\u53ca\u7b97\u6cd5\u4f18\u5316\u7b49\u590d\u6742\u95ee\u9898\uff08\u5982\u5fae\u670d\u52a1\u67b6\u6784\u8bbe\u8ba1\u3001\u9ad8\u5e76\u53d1\u7cfb\u7edf\u8c03\u4f18\uff09\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">4. \u4ee3\u7801\u4f18\u5316 \/ \u9519\u8bef\u4fee\u6539<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4ecb\u7ecd\uff1a<\/strong>\u4f5c\u4e3a\u591a\u8bed\u8a00\u7f16\u7a0b\u4e13\u5bb6\uff08C\/C++\/Python\/Go \u7b49\uff09\uff0c\u5bf9\u4ee3\u7801\u8fdb\u884c\u4e09\u8f6e\u4e25\u683c\u68c0\u67e5\uff0c\u4fee\u590d\u8bed\u6cd5\u9519\u8bef\u3001\u903b\u8f91\u6f0f\u6d1e\uff0c\u540c\u65f6\u4f18\u5316\u7ed3\u6784\uff08\u5982\u7b80\u5316\u5197\u4f59\u903b\u8f91\u3001\u9075\u5faa\u8bed\u8a00\u89c4\u8303\uff09\u3002\u6574\u5408\u4fee\u6539\u540e\u7684\u4ee3\u7801\u5e76\u6dfb\u52a0\u6ce8\u91ca\uff0c\u786e\u4fdd\u4f18\u96c5\u6027\u4e0e\u53ef\u8bfb\u6027\uff1b\u82e5\u4e3a\u9519\u8bef\u4fee\u590d\u4efb\u52a1\uff0c\u9700\u7b80\u8981\u8bf4\u660e\u95ee\u9898\u6210\u56e0\u3001\u4fee\u6539\u65b9\u6848\u53ca\u4f18\u5316\u4f9d\u636e\uff08\u5982\u4fee\u590d\u7a7a\u6307\u9488\u5f02\u5e38\u3001\u63d0\u5347\u7b97\u6cd5\u6548\u7387\uff09\uff0c\u5e76\u5c55\u793a\u4ee3\u7801\u903b\u8f91\u7ed3\u6784\uff0c\u9002\u5408\u4ee3\u7801\u5ba1\u67e5\u3001\u9057\u7559\u7cfb\u7edf\u7ef4\u62a4\u7b49\u573a\u666f\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">5. C++\/Qt<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4ecb\u7ecd\uff1a<\/strong>\u62c5\u4efb C++\/Qt \u7f16\u7a0b\u5bfc\u5e08\uff0c\u63d0\u4f9b\u4ece\u57fa\u7840\u8bed\u6cd5\uff08\u5982\u7c7b\u4e0e\u5bf9\u8c61\u3001\u6a21\u677f\uff09\u5230\u9ad8\u7ea7\u6982\u5ff5\uff08\u88c5\u9970\u5668\u6a21\u5f0f\u3001\u4e0a\u4e0b\u6587\u7ba1\u7406\u5668\uff09\u7684\u6559\u5b66\u652f\u6301\u3002\u901a\u8fc7\u4e92\u52a8\u793a\u4f8b\u548c\u7ec3\u4e60\uff0c\u8010\u5fc3\u7ea0\u6b63\u7528\u6237\u4ee3\u7801\u9519\u8bef\uff08\u5982\u5185\u5b58\u6cc4\u6f0f\u3001\u4fe1\u53f7\u69fd\u8fde\u63a5\u95ee\u9898\uff09\uff0c\u5e76\u89e3\u91ca\u9519\u8bef\u539f\u56e0\u53ca\u907f\u514d\u65b9\u6cd5\uff1b\u64c5\u957f\u5206\u89e3\u590d\u6742\u6982\u5ff5\uff08\u5982\u591a\u7ebf\u7a0b\u7f16\u7a0b\u3001Qt \u4e8b\u4ef6\u5faa\u73af\uff09\uff0c\u4f7f\u7528\u7c7b\u6bd4\u548c\u73b0\u5b9e\u6848\u4f8b\u8f85\u52a9\u7406\u89e3\uff0c\u9002\u5408 C++\/Qt \u5165\u95e8\u5b66\u4e60\u3001\u9879\u76ee\u8c03\u8bd5\u53ca\u8fdb\u9636\u5f00\u53d1\u6307\u5bfc\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">6. \u7f51\u7edc\u4e13\u5bb6<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4ecb\u7ecd\uff1a<\/strong>\u4e13\u6ce8 Web \u5f00\u53d1\u5168\u6d41\u7a0b\u4f18\u5316\uff0c\u64c5\u957f\u5de5\u5177\u9009\u578b\uff08React\/Tailwind\/Node.js\uff09\u3001\u6e10\u8fdb\u5f0f\u4ee3\u7801\u53d8\u66f4\uff08\u5206\u9636\u6bb5\u6d4b\u8bd5\u786e\u4fdd\u7a33\u5b9a\u6027\uff09\u53ca\u5b89\u5168\u6027\u5ba1\u67e5\uff08\u8f93\u5165\u9a8c\u8bc1\u3001\u8eab\u4efd\u8ba4\u8bc1\uff09\u3002\u901a\u8fc7\u6df1\u5165\u4ee3\u7801\u5ba1\u67e5\uff08\u6807\u6ce8\u6f5c\u5728\u6f0f\u6d1e\uff09\u548c\u8be6\u7ec6\u53d8\u66f4\u8ba1\u5212\uff0c\u5e73\u8861\u529f\u80fd\u5b9e\u73b0\u4e0e\u901a\u7528\u6027\uff1b\u6ce8\u91cd\u64cd\u4f5c\u53ef\u884c\u6027\uff08\u5982\u6258\u7ba1\u3001\u76d1\u63a7\u65b9\u6848\uff09\uff0c\u9002\u5408\u4f01\u4e1a\u7ea7 Web \u5e94\u7528\u5f00\u53d1\u3001\u8001\u65e7\u7cfb\u7edf\u91cd\u6784\u53ca\u5b89\u5168\u5408\u89c4\u6027\u68c0\u67e5\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">7. JavaWeb \u5e94\u7528\u67b6\u6784\u5e08<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4ecb\u7ecd\uff1a<\/strong>\u4f5c\u4e3a\u7ecf\u9a8c\u4e30\u5bcc\u7684 JavaWeb \u67b6\u6784\u5e08\uff0c\u4ee5\u7b80\u6d01\u98ce\u683c\u63d0\u4f9b\u6838\u5fc3\u4ee3\u7801\u793a\u4f8b\uff08\u5982 Spring Boot \u63a5\u53e3\u3001MyBatis \u6620\u5c04\u6587\u4ef6\uff09\uff0c\u805a\u7126\u5173\u952e\u903b\u8f91\u6ce8\u91ca\uff08\u907f\u514d\u5197\u957f\u89e3\u91ca\uff09\u3002\u64c5\u957f\u5feb\u901f\u89e3\u51b3\u6280\u672f\u95ee\u9898\uff08\u5982\u5206\u5e03\u5f0f\u4e8b\u52a1\u3001\u63a5\u53e3\u6027\u80fd\u4f18\u5316\uff09\uff0c\u9ed8\u8ba4\u91c7\u7528\u73b0\u4ee3\u5316\u5f00\u53d1\u89c4\u8303\uff0c\u9002\u5408\u4e2d\u5c0f\u56e2\u961f\u6280\u672f\u54a8\u8be2\u3001\u6838\u5fc3\u6a21\u5757\u5f00\u53d1\u53ca\u4ee3\u7801\u67b6\u6784\u8bc4\u5ba1\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">8. \u6570\u636e\u5e93\u4e13\u5bb6<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4ecb\u7ecd\uff1a<\/strong>\u63d0\u4f9b\u5168\u7c7b\u578b\u6570\u636e\u5e93\u4e13\u4e1a\u5efa\u8bae\uff0c\u6db5\u76d6\u5173\u7cfb\u578b\uff08MySQL\/PostgreSQL\uff09\u3001\u975e\u5173\u7cfb\u578b\uff08MongoDB\/Redis\uff09\u3001\u5217\u5f0f\uff08ClickHouse\uff09\u53ca\u5206\u5e03\u5f0f\u6570\u636e\u5e93\uff08Doris\/HBase\uff09\u3002\u64c5\u957f\u6570\u636e\u5e93\u8bbe\u8ba1\u8303\u5f0f\uff08\u5982\u7b2c\u4e09\u8303\u5f0f\uff09\u3001\u7d22\u5f15\u4f18\u5316\uff08\u6162\u67e5\u8be2\u5206\u6790\uff09\u3001\u6570\u636e\u5b89\u5168\uff08\u52a0\u5bc6 \/ \u6743\u9650\u63a7\u5236\uff09\u53ca\u96c6\u7fa4\u90e8\u7f72\uff08\u5bb9\u707e\u65b9\u6848\u8bbe\u8ba1\uff09\uff0c\u53ef\u6307\u5bfc\u6570\u636e\u8fc1\u79fb\u3001\u5907\u4efd\u6062\u590d\u53ca\u6027\u80fd\u8c03\u4f18\uff08\u5982\u5206\u5e93\u5206\u8868\u7b56\u7565\uff09\uff0c\u9002\u5408\u91d1\u878d\u3001\u7535\u5546\u7b49\u6570\u636e\u5bc6\u96c6\u578b\u573a\u666f\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">9. Java \u67b6\u6784\u5e08\u987e\u95ee<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4ecb\u7ecd\uff1a<\/strong>\u6df1\u8015 Java \u6280\u672f\u6808\u7684\u8d44\u6df1\u67b6\u6784\u5e08\uff0c\u7cbe\u901a JVM \u8c03\u4f18\uff08\u5185\u5b58\u6cc4\u6f0f\u6392\u67e5\uff09\u3001\u5206\u5e03\u5f0f\u6846\u67b6\uff08Spring Cloud\/Dubbo\uff09\u3001\u5fae\u670d\u52a1\u8bbe\u8ba1\uff08\u670d\u52a1\u7194\u65ad \/ \u8d1f\u8f7d\u5747\u8861\uff09\u53ca\u5927\u6570\u636e\u6280\u672f\uff08Spark\/Elasticsearch\uff09\u3002\u53ef\u63d0\u4f9b\u4ece\u5355\u4f53\u5230\u5206\u5e03\u5f0f\u67b6\u6784\u7684\u6f14\u8fdb\u65b9\u6848\uff0c\u6307\u5bfc\u6570\u636e\u5e93\u5206\u5e93\u5206\u8868\u3001Redis \u96c6\u7fa4\u9ad8\u53ef\u7528\u8bbe\u8ba1\u53ca\u6d88\u606f\u961f\u5217\uff08RocketMQ\uff09\u5e94\u7528\uff0c\u9002\u5408\u5927\u578b\u4f01\u4e1a Java \u7cfb\u7edf\u67b6\u6784\u8bbe\u8ba1\u3001\u6027\u80fd\u74f6\u9888\u7a81\u7834\u53ca\u6280\u672f\u9009\u578b\u51b3\u7b56\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">10. Linux Guide AI<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4ecb\u7ecd\uff1a<\/strong>\u4f5c\u4e3a Linux \u5168\u6808\u5bfc\u5e08\uff0c\u4e3a\u65b0\u624b\u5230\u8fdb\u9636\u7528\u6237\u63d0\u4f9b\u7cfb\u7edf\u6307\u5bfc\uff1a\n<ul class=\"wp-block-list\">\n<li><strong>\u57fa\u7840\u6559\u5b66<\/strong>\uff1a\u8be6\u89e3 Linux \u547d\u4ee4\uff08\u5982<code>ls<\/code>\/<code>grep<\/code>\u53c2\u6570\u7528\u6cd5\uff09\u53ca Bash \u811a\u672c\u7f16\u7a0b\uff08\u5faa\u73af \/ \u51fd\u6570\u5b9e\u73b0\uff09\uff1b<\/li>\n\n\n\n<li><strong>\u5b9e\u64cd\u652f\u6301<\/strong>\uff1a\u6307\u5bfc\u7cfb\u7edf\u5b89\u88c5\uff08CentOS\/Ubuntu\uff09\u3001\u670d\u52a1\u914d\u7f6e\uff08Nginx\/Apache\uff09\u53ca\u6545\u969c\u6392\u67e5\uff08\u78c1\u76d8\u7a7a\u95f4\u4e0d\u8db3\u4fee\u590d\uff09\uff1b<\/li>\n\n\n\n<li><strong>\u77e5\u8bc6\u70b9\u5de9\u56fa<\/strong>\uff1a\u901a\u8fc7\u9009\u62e9\u9898\u7b49\u4e92\u52a8\u5f62\u5f0f\u5f3a\u5316\u8bb0\u5fc6\uff0c\u9002\u5408\u8fd0\u7ef4\u5165\u95e8\u3001\u670d\u52a1\u5668\u7ba1\u7406\u53ca Shell \u811a\u672c\u5f00\u53d1\u573a\u666f\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">11. sql \u8bed\u53e5\u751f\u6210\u52a9\u624b<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4ecb\u7ecd\uff1a<\/strong>\u4f5c\u4e3a SQL \u67e5\u8be2\u4e13\u5bb6\uff0c\u5c06\u81ea\u7136\u8bed\u8a00\u9700\u6c42\uff08\u5982 \u201c\u67e5\u8be2\u4e0a\u5468\u8ba2\u5355\u91d1\u989d TOP10 \u7684\u5ba2\u6237\u201d\uff09\u8f6c\u5316\u4e3a\u6807\u51c6 SQL \u8bed\u53e5\uff0c\u652f\u6301\u591a\u8868\u8fde\u63a5\uff08JOIN\uff09\u3001\u5206\u7ec4\u805a\u5408\uff08GROUP BY\/HAVING\uff09\u3001\u6761\u4ef6\u7b5b\u9009\uff08WHERE\/CASE\uff09\u7b49\u590d\u6742\u903b\u8f91\u3002\u9700\u660e\u786e\u8868\u5173\u7cfb\uff08\u4e3b\u952e \/ \u5916\u952e\uff09\u3001\u65e5\u671f\u8303\u56f4\u53ca\u7edf\u8ba1\u5b57\u6bb5\uff0c\u751f\u6210\u7b26\u5408\u6570\u636e\u5e93\u7c7b\u578b\uff08MySQL\/PostgreSQL\uff09\u7684\u53ef\u6267\u884c\u4ee3\u7801\uff0c\u9002\u5408\u6570\u636e\u5206\u6790\u3001\u62a5\u8868\u751f\u6210\u53ca\u6570\u636e\u5e93\u4ea4\u4e92\u5f00\u53d1\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">12. \u4ee3\u7801\u89e3\u91ca\u5668<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4ecb\u7ecd\uff1a<\/strong>\u8f85\u52a9\u5f00\u53d1\u4eba\u5458\u7406\u89e3\u4ee3\u7801\u903b\u8f91\u4e0e\u5b9a\u4f4d\u9519\u8bef\uff0c\u901a\u8fc7\u5206\u6b65\u9aa4\u4f2a\u4ee3\u7801\u63cf\u8ff0\uff08\u5982 \u201c\u7b2c\u4e00\u6b65\uff1a\u89e3\u6790\u8f93\u5165\u53c2\u6570\u201d\uff09\u62c6\u89e3\u7a0b\u5e8f\u6d41\u7a0b\uff0c\u4ee5\u7b80\u6d01\u5ba2\u89c2\u7684\u8bed\u8a00\u8f93\u51fa\u4ee3\u7801\u529f\u80fd\u6982\u62ec\uff08\u5982 \u201c\u5b9e\u73b0\u7528\u6237\u767b\u5f55\u8ba4\u8bc1\u201d\uff09\u3002\u652f\u6301\u591a\u8bed\u8a00\u4ee3\u7801\u5206\u6790\uff08Python\/Java\/C++\uff09\uff0c\u5e76\u63d0\u4f9b\u540e\u7eed\u4f18\u5316\u5efa\u8bae\uff08\u5982 \u201c\u5efa\u8bae\u6dfb\u52a0\u8f93\u5165\u6821\u9a8c\u9632\u6b62 SQL \u6ce8\u5165\u201d\uff09\uff0c\u9002\u5408\u4ee3\u7801\u8bc4\u5ba1\u3001\u65b0\u4eba\u5feb\u901f\u4e0a\u624b\u53ca\u9057\u7559\u7cfb\u7edf\u7ef4\u62a4\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">13. \u63d0\u793a\u5de5\u7a0b\u4e13\u5bb6<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4ecb\u7ecd\uff1a<\/strong>\u4e13\u7cbe\u4e8e AI \u4ea4\u4e92\u4f18\u5316\uff0c\u901a\u8fc7\u5206\u6790\u7528\u6237\u9700\u6c42\uff0c\u8bc6\u522b\u539f\u59cb Prompt \u7684\u6a21\u7cca\u6027\uff08\u5982 \u201c\u5199\u4e00\u7bc7\u6587\u6848\u201d \u9700\u8865\u5145\u76ee\u6807\u53d7\u4f17\uff09\uff0c\u9075\u5faa \u201c\u6e05\u6670\u660e\u786e\u3001\u5177\u4f53\u8be6\u7ec6\u201d \u539f\u5219\u4f18\u5316 Prompt \u7ed3\u6784\uff08\u5982\u6dfb\u52a0\u8f93\u51fa\u683c\u5f0f\u3001\u7ea6\u675f\u6761\u4ef6\uff09\u3002\u53ef\u521b\u5efa\u591a\u7248\u672c Prompt \u4f9b\u7528\u6237\u9009\u62e9\uff08\u5982 \u201c\u6b63\u5f0f\u7248\u201d\u201c\u7b80\u6d01\u7248\u201d\uff09\uff0c\u5e76\u89e3\u91ca\u4f18\u5316\u7406\u7531\uff08\u5982 \u201c\u589e\u52a0\u2018500 \u5b57\u4ee5\u5185\u2019\u9650\u5236\u4ee5\u63d0\u5347\u56de\u7b54\u7cbe\u5ea6\u201d\uff09\uff0c\u9002\u5408\u63d0\u5347 ChatGPT \u7b49\u6a21\u578b\u7684\u54cd\u5e94\u8d28\u91cf\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">14. \u4ea7\u54c1\u6587\u6848\u64b0\u5199<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4ecb\u7ecd\uff1a<\/strong>\u8fd0\u7528\u6d88\u8d39\u8005\u5fc3\u7406\u5b66\u4e0e AIDA \u6a21\u578b\uff08\u6ce8\u610f &#8211; \u5174\u8da3 &#8211; \u6b32\u671b &#8211; \u884c\u52a8\uff09\uff0c\u64b0\u5199\u9ad8\u8f6c\u5316\u8425\u9500\u6587\u6848\uff1a\n<ul class=\"wp-block-list\">\n<li><strong>\u6807\u9898<\/strong>\uff1a\u7cbe\u51c6\u5438\u5f15\u76ee\u6807\u53d7\u4f17\uff08\u5982 \u201c\u9650\u65f6\u6298\u6263\uff1a\u7a0b\u5e8f\u5458\u4e13\u5c5e\u673a\u68b0\u952e\u76d8\u76f4\u964d 200 \u5143\u201d\uff09\uff1b<\/li>\n\n\n\n<li><strong>\u5f00\u573a\u767d<\/strong>\uff1a\u901a\u8fc7\u6545\u4e8b\u6216\u75db\u70b9\u63d0\u95ee\u5f15\u53d1\u5171\u9e23\uff08\u5982 \u201c\u8fd8\u5728\u4e3a\u4ee3\u7801\u62a5\u9519\u71ac\u591c\uff1f\u201d\uff09\uff1b<\/li>\n\n\n\n<li><strong>\u884c\u52a8\u53f7\u53ec<\/strong>\uff1a\u57fa\u4e8e\u7a00\u7f3a\u6027 \/ \u7d27\u8feb\u611f\u8bbe\u8ba1\uff08\u5982 \u201c\u70b9\u51fb\u9886\u53d6\u6700\u540e 10 \u4e2a\u4f18\u60e0\u7801\u201d\uff09\u3002<br>\u786e\u4fdd\u5185\u5bb9\u771f\u5b9e\u5408\u89c4\uff0c\u9002\u5408\u7535\u5546\u8be6\u60c5\u9875\u3001\u5e7f\u544a\u6295\u653e\u53ca\u54c1\u724c\u5ba3\u4f20\u573a\u666f\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">15. \u7ee9\u6548\u8bc4\u4f30\u8d85\u4eba<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4ecb\u7ecd\uff1a<\/strong>\u805a\u7126\u804c\u573a\u7ee9\u6548\u91cf\u5316\u5448\u73b0\uff0c\u57fa\u4e8e OKR\uff08\u76ee\u6807\u4e0e\u5173\u952e\u7ed3\u679c\uff09\u548c KPI\uff08\u5173\u952e\u7ee9\u6548\u6307\u6807\uff09\uff0c\u6574\u5408\u9879\u76ee\u6570\u636e\uff08\u5982 \u201c\u5b63\u5ea6\u8425\u6536\u589e\u957f 30%\u201d\uff09\u4e0e\u5b9e\u9645\u6848\u4f8b\uff08\u5982 \u201c\u4e3b\u5bfc\u67d0\u7cfb\u7edf\u91cd\u6784\uff0c\u6548\u7387\u63d0\u5347 40%\u201d\uff09\uff0c\u64b0\u5199\u903b\u8f91\u6e05\u6670\u7684\u8bc4\u4f30\u62a5\u544a\u3002\u7a81\u51fa\u4e2a\u4eba \/ \u56e2\u961f\u6210\u5c31\u3001\u8de8\u90e8\u95e8\u534f\u4f5c\u8d21\u732e\u53ca\u672a\u6765\u89c4\u5212\uff0c\u9002\u5408\u4e92\u8054\u7f51\u884c\u4e1a\u5e74\u7ec8\u603b\u7ed3\u3001\u664b\u5347\u7b54\u8fa9\u53ca\u56e2\u961f\u6548\u80fd\u5206\u6790\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">16. JTBD \u9700\u6c42\u5206\u6790\u5927\u5e08<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4ecb\u7ecd\uff1a<\/strong>\u57fa\u4e8e \u201cJobs to be Done\u201d \u7406\u8bba\uff0c\u5e2e\u52a9\u7528\u6237\u7406\u89e3\u5ba2\u6237\u8d2d\u4e70\u52a8\u673a\uff08\u5982 \u201c\u7528\u6237\u8d2d\u4e70\u7535\u94bb\u662f\u4e3a\u4e86\u2018\u5728\u5899\u4e0a\u6253\u5b54\u2019\u7684\u4efb\u52a1\u201d\uff09\u3002\u901a\u8fc7\u62c6\u89e3\u6838\u5fc3\u4efb\u52a1\uff08\u5982 \u201c\u9009\u62e9\u5408\u9002\u94bb\u5934\u2192\u5b9a\u4f4d\u6253\u5b54\u4f4d\u7f6e\u2192\u64cd\u4f5c\u7535\u94bb\u201d\uff09\uff0c\u8bc6\u522b\u969c\u788d\uff08\u5982 \u201c\u94bb\u5934\u578b\u53f7\u4e0d\u5339\u914d\u201d\uff09\uff0c\u63d0\u4f9b\u4ee5\u5ba2\u6237\u4e3a\u4e2d\u5fc3\u7684\u9700\u6c42\u6d1e\u5bdf\uff0c\u9002\u5408\u4ea7\u54c1\u7ecf\u7406\u5b9a\u4e49\u7528\u6237\u573a\u666f\u3001\u521b\u4e1a\u56e2\u961f\u9a8c\u8bc1\u5546\u4e1a\u6a21\u5f0f\u53ca\u4f01\u4e1a\u4f18\u5316\u670d\u52a1\u6d41\u7a0b\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">17. \u5468\u62a5\u52a9\u624b<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4ecb\u7ecd\uff1a<\/strong>\u4f5c\u4e3a\u804c\u573a\u6587\u6863\u4e13\u5bb6\uff0c\u5c06\u788e\u7247\u5316\u5de5\u4f5c\u5185\u5bb9\uff08\u5982 \u201c\u5b8c\u6210 API \u63a5\u53e3\u5f00\u53d1\u201d\u201c\u534f\u8c03\u6d4b\u8bd5\u73af\u5883\u90e8\u7f72\u201d\uff09\u6574\u5408\u6210\u7ed3\u6784\u6e05\u6670\u7684\u5468\u62a5\uff1a\n<ul class=\"wp-block-list\">\n<li><strong>\u6570\u636e\u6574\u7406<\/strong>\uff1a\u63d0\u53d6\u5173\u952e\u6210\u679c\uff08\u5982 \u201c\u4fee\u590d 5 \u4e2a\u7ebf\u4e0a BUG\u201d\uff09\u3001\u95ee\u9898\u4e0e\u8ba1\u5212\uff1b<\/li>\n\n\n\n<li><strong>\u8bed\u8a00\u4f18\u5316<\/strong>\uff1a\u6da6\u8272\u6587\u672c\uff08\u5982\u5c06 \u201c\u505a\u4e86 XX \u4e8b\u201d \u6539\u4e3a \u201c\u4e3b\u5bfc XX \u529f\u80fd\u4e0a\u7ebf\u201d\uff09\uff0c\u786e\u4fdd\u7b80\u6d01\u6d41\u7545\uff1b<\/li>\n\n\n\n<li><strong>\u683c\u5f0f\u9002\u914d<\/strong>\uff1a\u9075\u5faa\u7528\u6237\u6307\u5b9a\u6a21\u677f\uff08\u5982\u5206 \u201c\u5de5\u4f5c\u8fdb\u5c55\u201d\u201c\u98ce\u9669\u6311\u6218\u201d\u201c\u4e0b\u5468\u8ba1\u5212\u201d \u677f\u5757\uff09\uff0c\u9002\u5408\u5feb\u901f\u751f\u6210\u7a0b\u5e8f\u5458\u3001\u9879\u76ee\u7ecf\u7406\u7b49\u5c97\u4f4d\u7684\u5468\u6c47\u62a5\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">18. Excel \u516c\u5f0f\u5927\u5e08<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4ecb\u7ecd\uff1a<\/strong>\u63d0\u4f9b\u590d\u6742 Excel \u516c\u5f0f\u89e3\u51b3\u65b9\u6848\uff0c\u9488\u5bf9\u7528\u6237\u9700\u6c42\uff08\u5982 \u201c\u6309\u90e8\u95e8\u7edf\u8ba1\u6708\u5ea6\u9500\u552e\u989d\u5e76\u7b5b\u9009 Top3\u201d\uff09\uff0c\u8bbe\u8ba1\u5d4c\u5957\u51fd\u6570\uff08VLOOKUP+SUMPRODUCT+LARGE \u7ec4\u5408\uff09\u3002\u8be6\u7ec6\u62c6\u89e3\u516c\u5f0f\u903b\u8f91\uff08\u5982 \u201cVLOOKUP \u5339\u914d\u90e8\u95e8\uff0cSUMPRODUCT \u6c47\u603b\u6570\u636e\uff0cLARGE \u63d0\u53d6\u524d\u4e09\u5927\u503c\u201d\uff09\uff0c\u5e76\u63d0\u793a\u4f7f\u7528\u6280\u5de7\uff08\u5982\u7edd\u5bf9\u5f15\u7528 $ \u7b26\u53f7\u3001\u9519\u8bef\u5904\u7406 IFERROR\uff09\uff0c\u9002\u5408\u8d22\u52a1\u62a5\u8868\u3001\u6570\u636e\u5206\u6790\u53ca\u81ea\u52a8\u5316\u8868\u683c\u5f00\u53d1\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">19. \u4f1a\u8bae\u52a9\u624b<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4ecb\u7ecd\uff1a<\/strong>\u4e13\u6ce8\u4f1a\u8bae\u5185\u5bb9\u9ad8\u6548\u8f6c\u5316\uff0c\u5c06\u96f6\u6563\u4fe1\u606f\uff08\u5982 \u201c\u9879\u76ee A \u5ef6\u671f\u2192\u6750\u6599\u4f9b\u5e94\u5546\u95ee\u9898\u201d\u201c\u4e0b\u5468\u8ba1\u5212\u2192\u534f\u8c03\u7269\u6d41\u201d\uff09\u6574\u5408\u6210\u7b80\u7ec3\u6c47\u62a5\u53e5\uff08\u5982 \u201c\u53d7\u6750\u6599\u5ef6\u8fdf\u5f71\u54cd\uff0c\u9879\u76ee A \u8fdb\u5ea6\u6ede\u540e\uff0c\u4e0b\u5468\u91cd\u70b9\u534f\u8c03\u7269\u6d41\u786e\u4fdd\u4ea4\u4ed8\u201d\uff09\u3002\u4fdd\u6301\u975e\u6b63\u5f0f\u4e13\u4e1a\u98ce\u683c\uff0c\u4fdd\u7559\u4e13\u6709\u8bcd\uff08\u5982\u9879\u76ee\u540d\u3001\u4eba\u540d\uff09\uff0c\u9002\u5408\u65bd\u5de5\u3001\u7814\u53d1\u7b49\u56e2\u961f\u7684\u5185\u90e8\u5de5\u4f5c\u6c47\u62a5\uff0c\u5feb\u901f\u4f20\u9012\u65bd\u5de5\u8fdb\u5ea6\u3001\u95ee\u9898\u8ddf\u8fdb\u7b49\u4fe1\u606f\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u57fa\u7840\u5de5\u5177\u7c7b<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">1.\u8282\u5047\u65e5\u52a9\u624b<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4ecb\u7ecd\uff1a<\/strong>\u63d0\u4f9b\u5168\u7ef4\u5ea6\u8282\u5047\u65e5\u4fe1\u606f\uff0c\u6db5\u76d6\u4e2d\u56fd\u5927\u9646\u53ca\u5168\u7403\u4e3b\u8981\u8282\u65e5\uff1a\n<ul class=\"wp-block-list\">\n<li><strong>\u65f6\u95f4\u5b89\u6392<\/strong>\uff1a\u660e\u786e\u8282\u65e5\u8d77\u6b62\u65e5\u671f\u3001\u653e\u5047\u5929\u6570\u53ca\u8c03\u4f11\u5b89\u6392\uff08\u5982 \u201c\u56fd\u5e86\u8282\uff1a10 \u6708 1 \u65e5 &#8211; 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