{"id":35549,"date":"2024-12-27T02:00:01","date_gmt":"2024-12-26T18:00:01","guid":{"rendered":"https:\/\/17aitech.com\/?p=35549"},"modified":"2024-12-27T02:00:01","modified_gmt":"2024-12-26T18:00:01","slug":"%e8%bf%98%e5%9c%a8%e6%ad%bb%e7%a3%95ai%e5%92%92%e8%af%ad%ef%bc%9f%e5%8c%97%e5%a4%a7-%e7%99%be%e5%b7%9d%e6%90%9e%e4%ba%86%e4%b8%aa%e8%87%aa%e5%8a%a8%e6%8f%90%e7%a4%ba%e5%b7%a5%e7%a8%8b%e7%b3%bb","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=35549","title":{"rendered":"\u8fd8\u5728\u6b7b\u78d5AI\u5492\u8bed\uff1f\u5317\u5927-\u767e\u5ddd\u641e\u4e86\u4e2a\u81ea\u52a8\u63d0\u793a\u5de5\u7a0b\u7cfb\u7edfPAS"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-09-10-2\" target=\"_blank\">\u8fd8\u5728\u6b7b\u78d5AI\u5492\u8bed\uff1f\u5317\u5927-\u767e\u5ddd\u641e\u4e86\u4e2a\u81ea\u52a8\u63d0\u793a\u5de5\u7a0b\u7cfb\u7edfPAS<\/a><\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-fafffd667ac18bf09bb1160099d930ef.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-fafffd667ac18bf09bb1160099d930ef.png\"><\/a><\/section>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"166\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<p>AIxiv\u4e13\u680f\u662f\u673a\u5668\u4e4b\u5fc3\u53d1\u5e03\u5b66\u672f\u3001\u6280\u672f\u5185\u5bb9\u7684\u680f\u76ee\u3002\u8fc7\u53bb\u6570\u5e74\uff0c\u673a\u5668\u4e4b\u5fc3AIxiv\u4e13\u680f\u63a5\u6536\u62a5\u9053\u4e862000\u591a\u7bc7\u5185\u5bb9\uff0c\u8986\u76d6\u5168\u7403\u5404\u5927\u9ad8\u6821\u4e0e\u4f01\u4e1a\u7684\u9876\u7ea7\u5b9e\u9a8c\u5ba4\uff0c\u6709\u6548\u4fc3\u8fdb\u4e86\u5b66\u672f\u4ea4\u6d41\u4e0e\u4f20\u64ad\u3002\u5982\u679c\u60a8\u6709\u4f18\u79c0\u7684\u5de5\u4f5c\u60f3\u8981\u5206\u4eab\uff0c\u6b22\u8fce\u6295\u7a3f\u6216\u8005\u8054\u7cfb\u62a5\u9053\u3002\u6295\u7a3f\u90ae\u7bb1\uff1aliyazhou@jiqizhixin.com\uff1bzhaoyunfeng@jiqizhixin.com<\/p>\n<\/section>\n<\/blockquote>\n<section><\/section>\n<section><strong>\u8bba\u6587\u5171\u540c\u7b2c\u4e00\u4f5c\u8005\u90d1\u6dfc\uff0c\u6765\u81ea\u4e8e\u5468\u6cfd\u5357\u9886\u5bfc\u7684\u767e\u5ddd\u5bf9\u9f50\u56e2\u961f\uff0c\u6bd5\u4e1a\u4e8e\u5317\u4eac\u5927\u5b66\uff0c\u7814\u7a76\u65b9\u5411\u5305\u62ec\u5927\u8bed\u8a00\u6a21\u578b\u3001\u591a\u6a21\u6001\u5b66\u4e60\u4ee5\u53ca\u8ba1\u7b97\u673a\u89c6\u89c9\u7b49\uff0c\u66fe\u4e3b\u5bfcMMFlow\u7b49\u5f00\u6e90\u9879\u76ee\u3002\u5171\u540c\u7b2c\u4e00\u4f5c\u8005\u6881\u660a\uff0c\u5317\u4eac\u5927\u5b66\u524d\u6cbf\u4ea4\u53c9\u5b66\u79d1\u7814\u7a76\u9662\u535a\u58eb\u751f\uff0c\u7814\u7a76\u65b9\u5411\u4e3a\u5927\u6a21\u578b\u6570\u636e\u4fa7\uff0c\u6307\u5bfc\u8001\u5e08\u4e3a\u5f20\u6587\u6d9b\u6559\u6388\u3002\u5317\u5927-\u767e\u5ddd\u667a\u80fdAI\u7cfb\u7edf\u8054\u5408\u5b9e\u9a8c\u5ba4\u6210\u7acb\u4e8e2024\u5e741\u6708\uff0c\u65e8\u5728\u56f4\u7ed5\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u7cfb\u7edf\u7684\u5168\u6280\u672f\u6d41\u7a0b\uff0c\u7814\u7a76\u79d1\u5b66\u548c\u7cfb\u7edf\u7684\u6570\u636e\u751f\u6210\u548c\u8d28\u91cf\u8bc4\u4f30\u7b56\u7565\u3001\u5927\u6a21\u578b\u8bad\u7ec3\u548c\u63a8\u7406\u52a0\u901f\u7b49\u91cd\u8981\u95ee\u9898\u3002\u8054\u5408\u5b9e\u9a8c\u5ba4\u7531\u5317\u4eac\u5927\u5b66\u535a\u96c5\u7279\u8058\u6559\u6388\u5d14\u658c\u548c\u767e\u5ddd\u667a\u80fd\u8054\u5408\u521b\u59cb\u4eba\u9648\u709c\u9e4f\u62c5\u4efb\u4e3b\u4efb\u3002<\/strong><\/section>\n<section><\/section>\n<section>\u57fa\u4e8e Transformer \u67b6\u6784\u7684\u5927\u8bed\u8a00\u6a21\u578b\u6b63\u5728\u5404\u4e2a\u9886\u57df\u53d6\u5f97\u7a81\u7834\u6027\u6210\u679c\u3002\u63d0\u793a\u8bcd\u5de5\u7a0b\uff08Prompt Engineering\uff09\u5728\u5176\u4e2d\u7684\u89d2\u8272\u81f3\u5173\u91cd\u8981\u3002<\/section>\n<section><\/section>\n<section>\u7528\u597d\u63d0\u793a\u8bcd\uff0c\u7814\u7a76\u4eba\u5458\u548c\u5f00\u53d1\u8005\u80fd\u591f\u5f15\u5bfc\u6a21\u578b\u5728\u7279\u5b9a\u4efb\u52a1\u4e0a\u8868\u73b0\u5f97\u66f4\u4f18\u79c0\u3002\u8fd9\u79cd\u65b9\u6cd5\u4e0d\u4ec5\u80fd\u591f\u663e\u8457\u63d0\u5347\u6a21\u578b\u7684\u6027\u80fd\uff0c\u8fd8\u80fd\u591f\u589e\u5f3a\u6a21\u578b\u7684\u9002\u5e94\u6027\uff0c\u4f7f\u5176\u5728\u9762\u5bf9\u5404\u79cd\u590d\u6742\u4efb\u52a1\u65f6\u66f4\u52a0\u7075\u6d3b\u548c\u9ad8\u6548\u3002<\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>\u6b64\u5916\uff0c\u63d0\u793a\u8bcd\u5de5\u7a0b\u8fd8\u80fd\u4f18\u5316\u6a21\u578b\u7684\u5b66\u4e60\u8fc7\u7a0b\uff0c\u63d0\u9ad8\u590d\u6742\u95ee\u9898\u5904\u7406\u6548\u7387\uff0c\u51cf\u5c11\u8bad\u7ec3\u65f6\u95f4\u548c\u8ba1\u7b97\u8d44\u6e90\u9700\u6c42\u3002<\/section>\n<section><\/section>\n<section>\u76f8\u8f83\u4e8e\u4f20\u7edf\u7684\u5fae\u8c03\u65b9\u6cd5\uff0c\u63d0\u793a\u8bcd\u5de5\u7a0b\u80fd\u4ee5\u6781\u4f4e\u6210\u672c\u4f7f\u6a21\u578b\u9002\u5e94\u591a\u4e2a\u4e0b\u6e38\u4efb\u52a1\uff0c\u5927\u5e45\u8282\u7701\u8ba1\u7b97\u8d44\u6e90\u548c\u6570\u636e\u6536\u96c6\u6210\u672c\u3002\u7136\u800c\uff0c\u8bbe\u8ba1\u6709\u6548\u7684\u63d0\u793a\u8bcd\u5bf9\u975e\u4e13\u4e1a\u4eba\u58eb\u800c\u8a00\u4ecd\u5177\u6311\u6218\u6027\uff0c\u5f80\u5f80\u9700\u8981\u5927\u91cf\u5b66\u4e60\u548c\u5b9e\u8df5\u3002<\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>\u76f4\u63a5\u5229\u7528\u5927\u8bed\u8a00\u6a21\u578b\u8fdb\u884c\u81ea\u52a8\u63d0\u793a\u5de5\u7a0b\u901a\u5e38\u96be\u4ee5\u53d6\u5f97\u7406\u60f3\u6548\u679c\u3002\u4e0d\u6070\u5f53\u7684\u63d0\u793a\u53ef\u80fd\u5206\u6563\u6a21\u578b\u6ce8\u610f\u529b\uff0c\u53cd\u800c\u964d\u4f4e\u6027\u80fd\u3002\u56e0\u6b64\uff0c\u5f00\u53d1\u4e00\u4e2a\u80fd\u8f85\u52a9\u7528\u6237\uff0c\u64cd\u4f5c\u7b80\u4fbf\u7684\u81ea\u52a8\u63d0\u793a\u5de5\u7a0b\u7cfb\u7edf\u53d8\u5f97\u5c24\u4e3a\u91cd\u8981\u3002<\/section>\n<section><\/section>\n<section><strong>PAS\uff1a\u7a81\u7834\u6027\u7684\u81ea\u52a8\u63d0\u793a\u5de5\u7a0b\u7cfb\u7edf<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>\u4e3a\u5e94\u5bf9\u8fd9\u4e00\u6311\u6218\uff0c\u5317\u4eac\u5927\u5b66 &#8211; \u767e\u5ddd\u8054\u5408\u5b9e\u9a8c\u5ba4\u63d0\u51fa\u4e86 PAS \u81ea\u52a8\u63d0\u793a\u5de5\u7a0b\u7cfb\u7edf\u3002PAS \u7684\u521b\u65b0\u4e4b\u5904\u5728\u4e8e\uff1a<\/section>\n<section><\/section>\n<section>1. \u00a0 \u00a0\u8bbe\u8ba1\u9ad8\u8d28\u91cf\u7684\u81ea\u52a8\u63d0\u793a\u6570\u636e\u96c6<\/section>\n<section>2. \u00a0 \u00a0\u5bf9 GPT \u6a21\u578b\u8fdb\u884c\u5c11\u6837\u672c\u5b66\u4e60\u548c\u6570\u636e\u7b5b\u9009<\/section>\n<section>3. \u00a0 \u00a0\u81ea\u52a8\u6784\u5efa\u7cbe\u7b80\u800c\u9ad8\u6548\u7684\u63d0\u793a\u6570\u636e\u96c6<\/section>\n<section>4. \u00a0 \u00a0\u901a\u8fc7\u5fae\u8c03\u5b9e\u73b0\u6709\u6548\u7684\u81ea\u52a8\u63d0\u793a\u5de5\u7a0b<\/section>\n<section><\/section>\n<section>PAS \u80fd\u591f\u5bf9\u7528\u6237\u8f93\u5165\u8fdb\u884c\u7b80\u6d01\u800c\u6709\u6548\u7684\u8865\u5145\uff0c\u5b9e\u73b0\u5feb\u901f\u3001\u7b80\u5355\u4e14\u652f\u6301\u6d41\u5f0f\u663e\u793a\u7684\u81ea\u52a8\u63d0\u793a\u5de5\u7a0b\u3002<\/section>\n<section><\/section>\n<section>\u5728\u591a\u4e2a\u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0cPAS \u7684\u8868\u73b0\u8fdc\u8d85\u65e2\u6709\u7684 SOTA \u6a21\u578b\uff0c\u4e14\u6240\u9700\u6570\u636e\u91cf\u66f4\u5c11\u3002\u4eba\u5de5\u8bc4\u6d4b\u7ed3\u679c\u540c\u6837\u663e\u793a PAS \u5177\u6709\u4f18\u5f02\u8868\u73b0\uff0c\u51f8\u663e\u4e86\u5176\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u7684\u5de8\u5927\u6f5c\u529b\u3002<\/section>\n<section><\/section>\n<section>\u8fd9\u4e00\u7a81\u7834\u6027\u6210\u679c\u4e0d\u4ec5\u63a8\u52a8\u4e86\u63d0\u793a\u8bcd\u5de5\u7a0b\u7684\u53d1\u5c55\uff0c\u4e5f\u4e3a\u5927\u8bed\u8a00\u6a21\u578b\u5728\u66f4\u5e7f\u6cdb\u9886\u57df\u7684\u5e94\u7528\u94fa\u5e73\u4e86\u9053\u8def\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-9b996ac8ca960158b590c1f6a325328c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-9b996ac8ca960158b590c1f6a325328c.png\"><\/a><\/p>\n<ul>\n<li>\n<section>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/abs\/2407.06027<\/section>\n<\/li>\n<li>\n<section>PKU-Baichuan-MLSystemLab\uff1a<\/section>\n<\/li>\n<\/ul>\n<section>https:\/\/github.com\/PKU-Baichuan-MLSystemLab<\/section>\n<section>https:\/\/huggingface.co\/PKU-Baichuan-MLSystemLab<\/section>\n<section><\/section>\n<section><strong>\u65b9\u6cd5<\/strong><\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-d5cd539b8cc1e0ebf1bed8f73006c1d0.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-d5cd539b8cc1e0ebf1bed8f73006c1d0.png\"><\/a><\/p>\n<section>\u8bad\u7ec3 PAS \u4e3b\u8981\u5206\u4e3a\u4e09\u6b65\uff1a<\/section>\n<section><\/section>\n<section><strong>\u7b2c\u4e00\u6b65\uff1a\u6784\u5efa\u9ad8\u8d28\u91cf\u95ee\u9898\u6570\u636e\u96c6<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>\u8bad\u7ec3 PAS \u7684\u9996\u8981\u4efb\u52a1\u662f\u5efa\u7acb\u4e00\u4e2a\u9ad8\u8d28\u91cf\u7684\u95ee\u9898\u6570\u636e\u96c6\u3002\u5982\u56fe (a) \u6240\u793a\uff0c\u7814\u7a76\u4eba\u5458\u6839\u636e LMSYS-1M \u548c WildChat \u6570\u636e\u96c6\uff0c\u901a\u8fc7\u4ee5\u4e0b\u4e09\u65b9\u9762\u7b5b\u9009\u51fa\u4f18\u8d28\u95ee\u9898\uff1a<\/section>\n<section><\/section>\n<section>1. \u00a0 \u00a0\u6570\u636e\u53bb\u91cd\uff1a\u8fd0\u7528 embedding \u6280\u672f\u7ed3\u5408\u805a\u7c7b\u7b97\u6cd5\uff0c\u6709\u6548\u53bb\u9664\u91cd\u590d\u6570\u636e\u3002<\/section>\n<section>2. \u00a0 \u00a0\u8d28\u91cf\u7b5b\u9009\uff1a\u5229\u7528\u767e\u5ddd\u5927\u6a21\u578b\u5bf9\u6570\u636e\u8d28\u91cf\u8fdb\u884c\u8bc4\u4f30\u548c\u7b5b\u9009\u3002<\/section>\n<section>3. \u00a0 \u00a0\u591a\u6837\u6027\u4fdd\u8bc1\uff1a\u6700\u7ec8\u9009\u51fa\u8986\u76d6 10 \u591a\u4e2a\u7c7b\u522b\u7684 9000 \u6761\u9ad8\u8d28\u91cf\u95ee\u9898\u6570\u636e\u3002<\/section>\n<section><\/section>\n<section><strong>\u7b2c\u4e8c\u6b65\uff1a\u8865\u5145\u63d0\u793a\u5de5\u7a0b\u6570\u636e<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>\u5728\u8fd9\u4e00\u9636\u6bb5\uff0c\u7814\u7a76\u4eba\u5458\u7efc\u5408\u5229\u7528\u5185\u90e8\u79ef\u7d2f\u7684 100 \u6761\u9ad8\u8d28\u91cf\u6570\u636e\u548c\u7b2c\u4e00\u6b65\u7b5b\u9009\u7684\u95ee\u9898\u6570\u636e\uff0c\u901a\u8fc7 few-shot learning \u65b9\u6cd5\uff0c\u501f\u52a9 GPT \u6a21\u578b\u6784\u5efa\u81ea\u52a8\u63d0\u793a\u5de5\u7a0b\u6570\u636e\uff1a<\/section>\n<section><\/section>\n<section>1. \u00a0 \u00a0\u521d\u59cb\u6570\u636e\u751f\u6210\uff1a\u4f7f\u7528 few-shot learning \u6307\u5bfc GPT \u751f\u6210\u521d\u6b65\u7684\u63d0\u793a\u5de5\u7a0b\u6570\u636e\u3002<\/section>\n<section>2. \u00a0 \u00a0\u8d28\u91cf\u63a7\u5236\uff1a\u8bbe\u8ba1 Critique \u6b65\u9aa4\uff0c\u518d\u6b21\u5229\u7528 few-shot learning \u8ba9 GPT \u8bc4\u4f30\u751f\u6210\u6570\u636e\u7684\u8d28\u91cf\u3002<\/section>\n<section>3. \u00a0 \u00a0\u8fed\u4ee3\u4f18\u5316\uff1a\u81ea\u52a8\u7b5b\u9664\u4f4e\u8d28\u91cf\u6570\u636e\uff0c\u5e76\u91cd\u65b0\u751f\u6210\uff0c\u901a\u8fc7\u591a\u8f6e\u8fed\u4ee3\u786e\u4fdd\u6570\u636e\u8d28\u91cf\u3002<\/section>\n<section>4. \u00a0 \u00a0\u6700\u7ec8\u6210\u679c\uff1a\u6700\u7ec8\u5f97\u5230 9000 \u6761\u9ad8\u8d28\u91cf\u7684\u81ea\u52a8\u63d0\u793a\u5de5\u7a0b\u6570\u636e\u3002<\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-d94c7770c5d9a5f90008af9c146279a5.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-d94c7770c5d9a5f90008af9c146279a5.png\"><\/a><\/p>\n<section><strong>\u6570\u636e\u5206\u5e03<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>\u751f\u6210\u7684 9000 \u6761\u6570\u636e\u7684\u5206\u5e03\u60c5\u51b5\u5982\u4e0a\u56fe\u6240\u793a\uff0c\u786e\u4fdd\u4e86\u6570\u636e\u7684\u591a\u6837\u6027\u548c\u4ee3\u8868\u6027\u3002<\/section>\n<section><\/section>\n<section><strong>\u7b2c\u4e09\u6b65\uff1a\u00a0\u5fae\u8c03\u81ea\u52a8\u63d0\u793a\u6a21\u578b<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>\u6700\u540e\u4e00\u6b65\u5c06\u5229\u7528\u524d\u4e24\u4e2a\u9636\u6bb5\u83b7\u5f97\u7684\u6570\u636e\u96c6\u6765\u5fae\u8c03\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff1a<\/section>\n<section><\/section>\n<section>1. \u9009\u62e9\u57fa\u7840\u6a21\u578b\uff1a\u5982 Qwen2-7b \u7b49\u6a21\u578b\u3002<\/section>\n<section>2. \u00a0 \u00a0\u5b9a\u5411\u5fae\u8c03\uff1a\u4f7f\u7528\u9ad8\u8d28\u91cf\u6570\u636e\u96c6\u8fdb\u884c\u5fae\u8c03\u3002<\/section>\n<section>3. \u00a0 \u00a0\u4e13\u4e1a\u5316\u8bad\u7ec3\uff1a\u6700\u7ec8\u5f97\u5230\u4e00\u4e2a\u4e13\u95e8\u7528\u4e8e\u81ea\u52a8\u63d0\u793a\u5de5\u7a0b\u7684\u5927\u8bed\u8a00\u6a21\u578b\u3002<\/section>\n<section><\/section>\n<section><strong>\u5b9e\u9a8c\u53ca\u7ed3\u679c<\/strong><\/section>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-bd6c059735190313fbd86bfc8adc80d2.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-bd6c059735190313fbd86bfc8adc80d2.png\"><\/a><\/p>\n<section><strong>\u4eba\u5de5\u8bc4\u6d4b<\/strong><\/section>\n<section><\/section>\n<section>\u6839\u636e\u4eba\u7c7b\u8bc4\u4f30\u5458\u7684\u6d4b\u8bc4\uff0c\u76f8\u6bd4\u5148\u524d\u7684 SOTA\uff08State-of-the-Art\uff09\u6a21\u578b\uff0cPAS \u5728\u5404\u9886\u57df\u5747\u5c55\u73b0\u51fa\u8f83\u9ad8\u7684\u80dc\u7387\u3002\u5728\u591a\u4e2a\u9886\u57df\u7684\u5e73\u5747\u80dc\u7387\u8d85\u8fc7 50%\uff0c\u80dc\u7387\u4e0e\u5e73\u5c40\u7387\u4e4b\u548c\u66f4\u662f\u9ad8\u8fbe 80% \u4ee5\u4e0a\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-097e8581f9e31d60137998a91a5d373b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-097e8581f9e31d60137998a91a5d373b.png\"><\/a><\/section>\n<section><strong>\u673a\u5668\u8bc4\u6d4b Benchmark\u00a0<\/strong><\/section>\n<section><\/section>\n<section>\u4e3a\u5168\u9762\u8bc4\u4f30 PAS \u7684\u6027\u80fd\uff0c\u7814\u7a76\u4eba\u5458\u9009\u62e9\u4e86Arena-Hard\u3001Alpaca-Eval 2.0\u3001Alpaca-Eval 2.0 (LC) \u4e09\u4e2a benchmark\u3002<\/section>\n<section><\/section>\n<section>\u968f\u540e\uff0c\u7814\u7a76\u4eba\u5458\u5c06 PAS \u5e94\u7528\u4e8e\u516d\u4e2a\u9876\u5c16\u7684 AI \u6a21\u578b\uff0c\u5305\u62ec\uff1a<\/section>\n<ul>\n<li>\n<section>GPT-4\uff08\u4e09\u4e2a\u7248\u672c\uff09<\/section>\n<\/li>\n<li>\n<section>GPT-3.5<\/section>\n<\/li>\n<li>\n<section>Qwen2-72-Instruct<\/section>\n<\/li>\n<li>\n<section>LLaMA3-70B-Instruct<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u8bc4\u6d4b\u7ed3\u679c\u663e\u793a\uff1a<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u76f8\u8f83\u4e8e\u65e0\u63d0\u793a\u60c5\u51b5\u548c\u5148\u524d\u7684 SOTA \u81ea\u52a8\u63d0\u793a\u5de5\u7a0b\u6a21\u578b\uff0cPAS \u5747\u53d6\u5f97\u4e86\u663e\u8457\u63d0\u5347\u3002<\/section>\n<\/li>\n<li>\n<section>\u4e0e\u4e4b\u524d\u7684 BPO \u6a21\u578b\u76f8\u6bd4\uff0cPAS \u5c55\u73b0\u51fa\u66f4\u5f3a\u7684\u9002\u5e94\u6027\uff0c\u80fd\u591f\u4e0e\u5404\u79cd\u8d85\u5927\u6a21\u578b\u517c\u5bb9\uff0c\u5e76\u5728\u6bcf\u4e2a\u6a21\u578b\u4e0a\u90fd\u5b9e\u73b0\u4e86\u6027\u80fd\u63d0\u5347\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section><strong>\u8ba1\u7b97\u6548\u7387\u5206\u6790<\/strong><\/section>\n<section><strong><br \/><\/strong><\/section>\n<section>PAS \u4e0d\u4ec5\u5728\u6027\u80fd\u4e0a\u8868\u73b0\u5353\u8d8a\uff0c\u5176\u8ba1\u7b97\u6548\u7387\u4e5f\u975e\u5e38\u9ad8\uff1a\u5728\u6570\u636e\u6548\u7387\u65b9\u9762\uff0c\u5b83\u4ec5\u9700 9000 \u6761\u5fae\u8c03\u6570\u636e\u4fbf\u80fd\u5c55\u73b0\u51fa\u5353\u8d8a\u6027\u80fd\u3002\u5728\u8f93\u51fa\u6548\u7387\u65b9\u9762\uff0c\u5b83\u80fd\u591f\u9650\u5236\u8865\u5145\u81ea\u52a8\u63d0\u793a\u7684\u957f\u5ea6\uff0c\u901a\u5e38\u4e0d\u8d85\u8fc7 30 \u4e2a\u8bcd\u3002<\/section>\n<section><\/section>\n<section>\u5bf9\u4e8e\u7528\u6237\u4f53\u9a8c\u800c\u8a00\uff0cPAS \u4e5f\u4e3a\u5927\u6a21\u578b\u5e26\u6765\u4e86\u589e\u76ca\uff0c\u5177\u4f53\u6765\u8bf4\uff1a<\/section>\n<section>\u00a0<\/section>\n<ul>\n<li>\n<section>\u4e0e BPO \u7b49\u5148\u524d\u6a21\u578b\u4e0d\u540c\uff0cPAS \u65e0\u9700\u4fee\u6539\u7528\u6237\u7684\u539f\u59cb\u95ee\u9898\uff0c\u4ec5\u8fdb\u884c\u8865\u5145\u81ea\u52a8\u63d0\u793a\u3002<\/section>\n<\/li>\n<li>\n<section>\u63d0\u4f9b\u6781\u4f73\u7684\u7528\u6237\u4f53\u9a8c\uff0c\u54cd\u5e94\u65f6\u95f4\u53ef\u63a7\u3002<\/section>\n<\/li>\n<li>\n<section>\u652f\u6301\u7c7b\u4f3c GPT \u7684\u6d41\u5f0f\u663e\u793a\uff0c\u8fdb\u4e00\u6b65\u63d0\u5347\u4ea4\u4e92\u4f53\u9a8c\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section><strong>\u5b9e\u4f8b\uff1aPAS \u5e2e\u52a9\u5927\u6a21\u578b\u7ed5\u5f00\u903b\u8f91\u9677\u9631<\/strong><\/section>\n<section><\/section>\n<section>\u300c\u5982\u679c\u6811\u4e0a\u6709 10 \u53ea\u9e1f\uff0c\u5176\u4e2d\u4e00\u53ea\u88ab\u5c04\u6b7b\u4e86\uff0c\u5730\u4e0a\u6709\u591a\u5c11\u53ea\u9e1f\uff1f\u300d<\/section>\n<section><\/section>\n<section>\u8fd9\u4e2a\u770b\u4f3c\u7b80\u5355\u7684\u95ee\u9898\u5b9e\u9645\u4e0a\u9690\u85cf\u7740\u4e00\u4e2a\u5de7\u5999\u7684\u903b\u8f91\u9677\u9631\uff0c\u4f60\u770b\u5230\u5b83\u53ef\u80fd\u4e5f\u9700\u8981\u53cd\u5e94\u51e0\u79d2\uff0c\u624d\u77e5\u9053\u6811\u4e0a\u8fd8\u5269 9 \u53ea\u9e1f\uff0c\u800c\u5730\u4e0a\u53ea\u6709 1 \u53ea\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-82603e4f59c8d43a55729f6f66b55c2f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/09\/frc-82603e4f59c8d43a55729f6f66b55c2f.png\"><\/a><\/section>\n<section>\u6b63\u5982\u56fe\u4e0a\u6240\u793a\uff0c\u5728\u6ca1\u6709 PAS \u8f85\u52a9\u7684\u60c5\u51b5\u4e0b\uff0cGPT \u7ed9\u51fa\u4e86\u9519\u8bef\u7684\u56de\u7b54\u3002\u800c PAS \u7cfb\u7edf\u901a\u8fc7\u8865\u5145\u63d0\u793a\u8bcd\uff0c\u663e\u8457\u6539\u5584\u4e86\u6a21\u578b\u7684\u8868\u73b0\uff1a<\/section>\n<section><\/section>\n<section>\u5728 PAS \u7684\u5f15\u5bfc\u4e0b\uff0c\u6a21\u578b\u65b0\u4e00\u8f6e\u7684\u56de\u7b54\u5c55\u73b0\u51fa\u4e86\u663e\u8457\u7684\u63d0\u5347\uff0c\u4e0d\u4ec5\u6210\u529f\u89c4\u907f\u4e86\u95ee\u9898\u4e2d\u7684\u903b\u8f91\u9677\u9631\uff0c\u5c55\u793a\u4e86\u6e05\u6670\u7684\u3001\u591a\u6b65\u9aa4\u7684\u903b\u8f91\u63a8\u7406\u8fc7\u7a0b\uff0c\u8fd8\u80fd\u5728\u7ed9\u51fa\u6b63\u786e\u7b54\u6848\u4e4b\u5916\u5f15\u5bfc\u7528\u6237\u7406\u89e3\u6574\u4e2a\u63a8\u7406\u8fc7\u7a0b\u3002<\/section>\n<section><\/section>\n<section>\u611f\u5174\u8da3\u7684\u8bfb\u8005\u53ef\u4ee5\u9605\u8bfb\u8bba\u6587\u539f\u6587\uff0c\u4e86\u89e3\u66f4\u591a\u7814\u7a76\u5185\u5bb9\u3002<\/section>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-09-10-2\" target=\"_blank\">\u8fd8\u5728\u6b7b\u78d5AI\u5492\u8bed\uff1f\u5317\u5927-\u767e\u5ddd\u641e\u4e86\u4e2a\u81ea\u52a8\u63d0\u793a\u5de5\u7a0b\u7cfb\u7edfPAS<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u8fd8\u5728\u6b7b\u78d5AI\u5492\u8bed\uff1f\u5317\u5927 [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center 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