{"id":3130,"date":"2024-12-06T17:20:34","date_gmt":"2024-12-06T09:20:34","guid":{"rendered":"https:\/\/www.ihub1.com\/?p=3130"},"modified":"2024-12-06T17:21:58","modified_gmt":"2024-12-06T09:21:58","slug":"%e8%b1%86%e5%8c%85%e4%bb%a3%e7%a0%81%e5%a4%a7%e6%a8%a1%e5%9e%8b%e6%9b%9d%e5%85%89%ef%bc%81%e5%9c%a8%e5%ad%97%e8%8a%82%e6%9c%80%e6%96%b0%e5%bc%80%e6%ba%90%e5%9f%ba%e5%87%86%e9%87%8c%ef%bc%8c%e5%a4%9a","status":"publish","type":"post","link":"https:\/\/www.ihub1.com\/index.php\/2024\/12\/06\/%e8%b1%86%e5%8c%85%e4%bb%a3%e7%a0%81%e5%a4%a7%e6%a8%a1%e5%9e%8b%e6%9b%9d%e5%85%89%ef%bc%81%e5%9c%a8%e5%ad%97%e8%8a%82%e6%9c%80%e6%96%b0%e5%bc%80%e6%ba%90%e5%9f%ba%e5%87%86%e9%87%8c%ef%bc%8c%e5%a4%9a\/","title":{"rendered":"\u8c46\u5305\u4ee3\u7801\u5927\u6a21\u578b\u66dd\u5149\uff01\u5728\u5b57\u8282\u6700\u65b0\u5f00\u6e90\u57fa\u51c6\u91cc\uff0c\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\u6027\u80fd\u4ec5\u6b21\u4e8eOpenAI\/Claude"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"3130\" class=\"elementor elementor-3130\">\n\t\t\t\t<div class=\"elementor-element elementor-element-324e1eb e-flex e-con-boxed e-con e-parent\" data-id=\"324e1eb\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6278f55 elementor-widget elementor-widget-text-editor\" data-id=\"6278f55\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p class=\"art_p\">\u8c46\u5305\u4ee3\u7801\u5927\u6a21\u578b\uff0c\u4e0d\u5c0f\u5fc3\u7ed9\u66dd\u5149\u4e86\uff01<\/p><p class=\"art_p\">\u5728\u5b57\u8282\u5f00\u6e90\u7684\u4ee3\u7801\u5927\u6a21\u578b\u8bc4\u4f30\u57fa\u51c6FullStack Bench\u91cc\u9762\uff0c\u51fa\u73b0\u4e86\u6b64\u524d\u5b57\u8282\u672a\u62ab\u9732\u8fc7\u7684Doubao-Coder\u3002<\/p><p class=\"art_p\">\u4e0d\u8fc7\u76ee\u524d\u8fd8\u53ea\u662fPreview\u7248\uff0c\u8fd8\u5e76\u6ca1\u6709\u4e0a\u7ebf\u3002<\/p><p class=\"art_p\">\u5b83\u5728\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\u4e0a\u7684\u6027\u80fd\u8868\u73b0\u5982\u4e0b\uff0c\u53ef\u4ee5\u770b\u5230\u5728\u95ed\u6e90\u6a21\u578b\u4e2d\u6392\u540d\u7b2c\u4e94\u3002<\/p><figure class=\"art_img_mini j_p_gallery\" data-type=\"simple\" data-startindex=\"0\" data-puid=\"0\"><img decoding=\"async\" id=\"0\" class=\"art_img_mini_img j_fullppt_cover finpic\" src=\"https:\/\/k.sinaimg.cn\/n\/sinakd20241205s\/126\/w1006h720\/20241205\/3607-70448061609e3578f1ea4233b2333ff9.png\/w700d1q75cms.jpg?by=cms_fixed_width\" alt=\"\" \/><h2 class=\"art_img_tit\">\u00a0<\/h2><\/figure><p class=\"art_p\">\u4eca\u5e746\u6708\uff0c\u5b57\u8282\u8fd8\u53d1\u5e03\u4e86AI\u7f16\u7a0b\u52a9\u624b\u8c46\u5305<span>MarsCode<\/span>\u3002\u636e\u4f20\u5373\u7531Doubao-Coder\u6a21\u578b\u652f\u6491\u3002<\/p><p class=\"art_p\">\u76ee\u524d\uff0c\u8c46\u5305MarsCode\u6bcf\u6708\u4e3a\u7528\u6237\u8d21\u732e\u767e\u4e07\u91cf\u7ea7\u4ee3\u7801\u3002<\/p><p class=\"art_p\">\u800c\u56de\u5230\u8fd9\u4e2a\u8bc4\u4f30\u57fa\u51c6\uff0c\u636e\u4ecb\u7ecdFullStack Bench\u662f\u76ee\u524d\u6700\u5168\u9762\u7684\u4ee3\u7801\u8bc4\u4f30\u6570\u636e\u96c6\u3002<\/p><p class=\"art_p\">\u56e2\u961f\u8fd8\u540c\u6b65\u5f00\u6e90\u4e86\u53ef\u968f\u65f6\u6d4b\u8bc4\u4ee3\u7801\u5927\u6a21\u578b\u7684\u6c99\u76d2\u6267\u884c\u73af\u5883SandBox Fusion\uff0c<span>\u5355\u670d\u52a1\u5668\u5373\u53ef\u90e8\u7f72\uff0c\u4e5f\u53ef\u76f4\u63a5\u5728\u7ebf\u4f53\u9a8c<\/span>\u3002<\/p><p class=\"art_p\">\u5168\u65b0\u4ee3\u7801\u5927\u6a21\u578b\u8bc4\u4f30\u57fa\u51c6FullStack Bench<\/p><p class=\"art_p\">\u65e2\u7136\u5982\u6b64\uff0c\u90a3\u5c31\u5148\u6765\u4e86\u89e3\u4e00\u4e0b\u8fd9\u4e2a\u6700\u65b0\u8bc4\u4f30\u57fa\u51c6\u3002<\/p><p class=\"art_p\">\u6709\u4e00\u8bf4\u4e00\uff0c\u73b0\u5728\u4ee3\u7801\u5927\u6a21\u578b\u8d8a\u6765\u8d8a\u5377\uff0c\u8bc4\u4f30AI\u7f16\u7a0b\u6c34\u5e73\u7684\u201c\u8003\u5377\u201d\u4e5f\u88ab\u8feb\u5347\u7ea7~<\/p><p class=\"art_p\">\u4ee3\u7801\u8bc4\u4f30\u57fa\u51c6\u53ef\u4ee5\u5e2e\u52a9\u4ee3\u7801\u5927\u6a21\u578b\u4e0d\u65ad\u4f18\u5316\u3002\u4e0d\u8fc7\uff0c\u5f53\u524d\u7684\u4e3b\u6d41\u57fa\u51c6\u8d8a\u6765\u8d8a\u96be\u4ee5\u53cd\u6620\u4ee3\u7801\u5927\u6a21\u578b\u7684\u771f\u5b9e\u6c34\u5e73\u4e86\u3002<\/p><p class=\"art_p\">\u4e3b\u8981\u4f53\u73b0\u5728\u9898\u76ee\u7c7b\u578b\u76f8\u5bf9\u5355\u8c03\uff0c\u8986\u76d6\u7684\u5e94\u7528\u9886\u57df\u548c\u7f16\u7a0b\u8bed\u8a00\u5c11\uff0c\u6a21\u578b\u5373\u4fbf\u5728\u8003\u8bd5\u4e2d\u62ff\u4e86\u9ad8\u5206\uff0c\u73b0\u5b9e\u4e2d\u53ef\u80fd\u8fd8\u662f\u96be\u4ee5\u5e94\u5bf9\u590d\u6742\u7684\u7f16\u7a0b\u95ee\u9898\u3002<\/p><p class=\"art_p\">\u4e3a\u4e86\u66f4\u771f\u5b9e\u5730\u8bc4\u4f30AI\u7f16\u7a0b\u6c34\u5e73\uff0c\u5b57\u8282\u8c46\u5305\u5927\u6a21\u578b\u56e2\u961f\u8054\u5408M-A-P\u793e\u533a\uff0c\u5f00\u6e90\u4e86<span>\u5168\u65b0\u4ee3\u7801\u5927\u6a21\u578b\u8bc4\u4f30\u57fa\u51c6FullStack Bench<\/span>\u3002<\/p><figure class=\"art_img_mini j_p_gallery\" data-type=\"simple\" data-startindex=\"1\" data-puid=\"0\"><img decoding=\"async\" id=\"1\" class=\"art_img_mini_img j_fullppt_cover finpic\" src=\"https:\/\/k.sinaimg.cn\/n\/sinakd20241205s\/760\/w1080h480\/20241205\/86e7-333b8ab5538d2177d78ad406030156ee.png\/w700d1q75cms.jpg?by=cms_fixed_width\" alt=\"\" \/><h2 class=\"art_img_tit\">\u00a0<\/h2><\/figure><p class=\"art_p\">\u8fd9\u662f\u4e00\u4e2a\u4e13\u6ce8\u4e8e\u5168\u6808\u7f16\u7a0b\u548c\u591a\u8bed\u8a00\u7f16\u7a0b\u7684\u4ee3\u7801\u8bc4\u4f30\u6570\u636e\u96c6\uff0c\u5b83\u9996\u6b21\u56ca\u62ec\u4e86\u7f16\u7a0b\u5168\u6808\u6280\u672f\u4e2d\u8d85\u8fc711\u7c7b\u771f\u5b9e\u573a\u666f\uff0c\u8986\u76d616\u79cd\u7f16\u7a0b\u8bed\u8a00\uff0c\u5305\u542b3374\u4e2a\u95ee\u9898\u3002<\/p><p class=\"art_p\">FullStack Bench\u7684\u5e94\u7528\u9886\u57df\u62bd\u53d6\u81ea\u5168\u7403\u6700\u5927\u7684\u7a0b\u5e8f\u5458\u6280\u672f\u95ee\u7b54\u793e\u533aStack Overflow\uff0c\u76f8\u6bd4HumanEval\u7b49\u57fa\u51c6\u8986\u76d6\u7684\u7f16\u7a0b\u9886\u57df\u6269\u5927\u4e86\u4e00\u500d\u4ee5\u4e0a\u3002<\/p><p class=\"art_p\">\u6b64\u524d\u4e1a\u754c\u57fa\u51c6\u96be\u4ee5\u53cd\u6620\u771f\u5b9e\u4e16\u754c\u4ee3\u7801\u5f00\u53d1\u7684\u591a\u6837\u6027\u548c\u590d\u6742\u6027\u3002<\/p><p class=\"art_p\">\u4f8b\u5982\uff0cHumanEval\u548cM<a target=\"app\" data-content=\"{&quot;ext&quot;:{&quot;word&quot;:&quot;BP&quot;,&quot;market&quot;:&quot;us&quot;,&quot;symbol&quot;:&quot;bp&quot;,&quot;routeUri&quot;:&quot;sinanews:\\\/\\\/sina.cn\\\/finance\\\/stockDetail.pg?market=us&amp;symbol=BP&amp;stockType=1&quot;},&quot;actionType&quot;:36,&quot;h5url&quot;:&quot;https:\\\/\\\/gu.sina.cn\\\/us\\\/hq\\\/quotes.php?code=BP&quot;}\">BP<\/a>P\u4e2d\u8fd180%\u6570\u636e\u53ea\u805a\u7126\u4e8e\u57fa\u7840\u7f16\u7a0b\u548c\u9ad8\u7ea7\u7f16\u7a0b\u95ee\u9898\uff1bDS-1000\u4e2d\u8d85\u8fc795%\u6570\u636e\u96c6\u4e2d\u4e8e\u6570\u636e\u5206\u6790\u548c\u673a\u5668\u5b66\u4e60\uff0c\u4e14\u4ec5\u5bf9Python\u8bed\u8a00\u8fdb\u884c\u8bc4\u6d4b\uff1bxCodeEval\u867d\u8986\u76d6\u591a\u9879\u4efb\u52a1\uff0c\u4f46\u57fa\u672c\u5c40\u9650\u4e8e\u9ad8\u7ea7\u7f16\u7a0b\u548c\u6570\u5b66\u9886\u57df\uff1bMcEval\u548cMDEval\u6269\u5c55\u4e86\u652f\u6301\u7684\u7f16\u7a0b\u8bed\u8a00\uff0c\u4f46\u5e94\u7528\u9886\u57df\u4ecd\u5c40\u9650\u4e8e\u57fa\u7840\u7f16\u7a0b\u548c\u9ad8\u7ea7\u7f16\u7a0b\uff0c\u672a\u6d89\u53ca\u66f4\u5e7f\u6cdb\u7684\u573a\u666f\u3002<\/p><p class=\"art_p\">\u4e3a\u6a21\u62df\u5168\u6808\u5f00\u53d1\u7684\u5b9e\u9645\u5e94\u7528\u573a\u666f\uff0c\u5b57\u8282\u8c46\u5305\u5927\u6a21\u578b\u548cM-A-P\u7814\u7a76\u56e2\u961f\u5206\u6790\u4e86\u5168\u7403\u6700\u5927\u7684\u7a0b\u5e8f\u5458\u6280\u672f\u95ee\u7b54\u793e\u533aStack Overflow\u4e0a\u7684\u95ee\u9898\u5206\u5e03\uff0c\u4ece\u4e2d\u63d0\u70bc\u51fa\u5e38\u89c1\u7684\u771f\u5b9e\u7f16\u7a0b\u5e94\u7528\u9886\u57df\u3002<\/p><p class=\"art_p\"><span>\u56e2\u961f\u4eceStack Overflow\u4e0a\u968f\u673a\u62bd\u53d6\u4e8650\u4e07\u4e2a\u95ee\u9898\uff0c\u5e76\u4f7f\u7528\u5927\u6a21\u578b\u4e3a\u6bcf\u4e2a\u95ee\u9898\u6807\u6ce8\u5e94\u7528\u9886\u57df\u7c7b\u578b\u3002<\/span><\/p><p class=\"art_p\">\u7814\u7a76\u56e2\u961f\u7b5b\u9009\u51fa\u5360\u603b\u95ee\u9898\u6570\u524d88.1%\u7684\u4e3b\u8981\u5e94\u7528\u9886\u57df\uff0c\u5176\u4f59\u9886\u57df\u5f52\u7c7b\u4e3a\u201c\u5176\u4ed6\u201d\u3002\u518d\u901a\u8fc7\u5bf9\u9886\u57df\u5206\u5e03\u505a\u9002\u5f53\u8c03\u6574\u6765\u4fdd\u8bc1\u9c81\u68d2\u6027\uff0c\u6700\u7ec8\u5f62\u6210\u4e86FullStack Bench\u5173\u6ce8\u7684\u8d85\u8fc711\u79cd\u5e94\u7528\u573a\u666f\u53ca\u5206\u5e03\u6bd4\u4f8b\u3002<\/p><figure class=\"art_img_mini j_p_gallery\" data-type=\"simple\" data-startindex=\"2\" data-puid=\"0\"><img decoding=\"async\" id=\"2\" class=\"art_img_mini_img j_fullppt_cover finpic\" src=\"https:\/\/k.sinaimg.cn\/n\/sinakd20241205s\/689\/w1080h409\/20241205\/102c-0c9882799c111c5cb14a0f2110a1e96a.png\/w700d1q75cms.jpg?by=cms_fixed_width\" alt=\"\" \/><h2 class=\"art_img_tit\">\u00a0<\/h2><\/figure><p class=\"art_p\">FullStack Bench\u5305\u542b3374\u4e2a\u95ee\u9898\uff08\u4e2d\u6587\u53ca\u82f1\u6587\u95ee\u9898\u5404\u5360\u4e00\u534a\uff09\uff0c\u6bcf\u4e2a\u95ee\u9898\u5747\u5305\u62ec\u9898\u76ee\u63cf\u8ff0\u3001\u53c2\u8003\u89e3\u51b3\u65b9\u6848\u3001\u5355\u5143\u6d4b\u8bd5\u7528\u4f8b\u53ca\u6807\u7b7e\uff0c\u603b\u8ba115168\u4e2a\u5355\u5143\u6d4b\u8bd5\u3002<\/p><p class=\"art_p\">\u4e3a\u4fdd\u8bc1\u8bc4\u4f30\u51c6\u786e\u6027\uff0c\u6bcf\u4e2a\u95ee\u9898\u5185\u5bb9\u5747\u7531\u76f8\u5173\u9886\u57df\u7684\u7f16\u7a0b\u4e13\u5bb6\u8bbe\u8ba1\uff0c\u5e76\u7ecfAI\u548c\u4eba\u5de5\u9a8c\u8bc1\u8fdb\u884c\u8d28\u91cf\u590d\u6838\u3002\u4f8b\u5982\uff0c\u6570\u636e\u5206\u6790\u76f8\u5173\u95ee\u9898\uff0c\u7531\u6570\u636e\u5de5\u7a0b\u4e13\u5bb6\u63d0\u51fa\u5e76\u628a\u5173\u914d\u5957\u5185\u5bb9\u3002<\/p><figure class=\"art_img_mini j_p_gallery\" data-type=\"simple\" data-startindex=\"3\" data-puid=\"0\"><img decoding=\"async\" id=\"3\" class=\"art_img_mini_img j_fullppt_cover finpic\" src=\"https:\/\/k.sinaimg.cn\/n\/sinakd20241205s\/10\/w1080h530\/20241205\/4db9-2a9fdda29e9475e5599ad7614bc48b5a.png\/w700d1q75cms.jpg?by=cms_fixed_width\" alt=\"\" \/><h2 class=\"art_img_tit\">\u00a0<\/h2><\/figure><p class=\"art_p\">\u5728\u521d\u59cb\u6570\u636e\u96c6\u6784\u5efa\u540e\uff0c\u56e2\u961f\u6839\u636e\u4e3b\u6d41\u4ee3\u7801\u5927\u6a21\u578b\u6d4b\u8bd5\u7ed3\u679c\uff0c\u6309\u95ee\u9898\u96be\u5ea6\u3001\u6a21\u7cca\u6027\u548c\u53ef\u89e3\u6027\u5bf9\u6570\u636e\u8d28\u91cf\u8fdb\u884c\u4e86\u4ea4\u53c9\u8bc4\u4f30\u548c\u8fdb\u4e00\u6b65\u5b8c\u5584\u3002<\/p><p class=\"art_p\">FullStack Bench\u6570\u636e\u6784\u6210\u60c5\u51b5\u5982\u4e0b\u56fe\u6240\u793a\u3002<\/p><figure class=\"art_img_mini j_p_gallery\" data-type=\"simple\" data-startindex=\"4\" data-puid=\"0\"><img decoding=\"async\" id=\"4\" class=\"art_img_mini_img j_fullppt_cover finpic\" src=\"https:\/\/k.sinaimg.cn\/n\/sinakd20241205s\/406\/w1000h1006\/20241205\/2399-616df68947351284203dd902917fd7c0.png\/w700d1q75cms.jpg?by=cms_fixed_width\" alt=\"\" \/><h2 class=\"art_img_tit\">\u00a0<\/h2><\/figure><p class=\"art_p\">\u4e3a\u65b9\u4fbf\u5f00\u53d1\u8005\u5bf9\u5927\u6a21\u578b\u4ee3\u7801\u80fd\u529b\u8fdb\u884c\u7cfb\u7edf\u6027\u6d4b\u8bd5\uff0c\u8c46\u5305\u5927\u6a21\u578b\u56e2\u961f\u8fd8\u5f00\u6e90\u4e86\u4e00\u6b3e\u9ad8\u6548\u7684\u4ee3\u7801\u6c99\u76d2\u6267\u884c\u5de5\u5177\u2014\u2014SandboxFusion\uff0c\u7528\u4e8e\u8bc4\u4f30\u6765\u81ea\u4e0d\u540c\u8bed\u8a00\u7684\u4e0d\u540c\u7f16\u7a0b\u4efb\u52a1\u3002<\/p><p class=\"art_p\">\u9664\u4e86FullStack Bench\uff0cSandboxFusion\u8fd8\u517c\u5bb9\u8d85\u8fc710\u79cd\u5e7f\u6cdb\u4f7f\u7528\u7684\u4ee3\u7801\u8bc4\u4f30\u6570\u636e\u96c6\uff0c\u652f\u630123\u79cd\u7f16\u7a0b\u8bed\u8a00\u3002\u5f00\u53d1\u8005\u5728\u5355\u670d\u52a1\u5668\u4e0a\u5373\u53ef\u8f7b\u677e\u90e8\u7f72SandboxFusion\uff0c\u4e5f\u53ef\u76f4\u63a5\u5728GitHub\u4e0a\u8fdb\u884c\u4f53\u9a8c\u3002<\/p><figure class=\"art_img_mini j_p_gallery\" data-type=\"simple\" data-startindex=\"5\" data-puid=\"0\"><img decoding=\"async\" id=\"5\" class=\"art_img_mini_img j_fullppt_cover finpic\" src=\"https:\/\/k.sinaimg.cn\/n\/sinakd20241205s\/168\/w1080h688\/20241205\/b994-7ef45279c92bbd43a07fc397b951db79.png\/w700d1q75cms.jpg?by=cms_fixed_width\" alt=\"\" \/><h2 class=\"art_img_tit\">\u00a0<\/h2><\/figure><p class=\"art_p\">\u8bc4\u6d4b\u7ed3\u679c\uff1a\u89e3\u51b3\u96be\u9898\uff0c\u95ed\u6e90\u6a21\u578b\u4ecd\u4f18\u4e8e\u5f00\u6e90\u6a21\u578b<\/p><p class=\"art_p\">\u53d1\u5e03\u8bc4\u6d4b\u57fa\u51c6\u53ca\u6c99\u76d2\u7684\u540c\u65f6\uff0c\u7814\u7a76\u56e2\u961f\u4e5f\u57fa\u4e8eFullStack Bench\u6d4b\u8bc4\u4e86\u5168\u740320\u4f59\u6b3e\u4ee3\u7801\u5927\u6a21\u578b\u53ca\u8bed\u8a00\u5927\u6a21\u578b\u7684\u7f16\u7a0b\u8868\u73b0\u3002<\/p><p class=\"art_p\">\u6a21\u578b\u5305\u62ecQwen2.5-Coder\u3001DeepSeek-Coder-v2\u3001CodeLlama\u7b49\u5f00\u6e90\u6a21\u578b\uff0c\u4ee5\u53caGPT-4o\u3001OpenAI-o1\u3001Doubao-Coder-Preview\u7b49\u95ed\u6e90\u6a21\u578b\u3002\u5bf9\u4e8e\u5f00\u6e90\u6a21\u578b\uff0c\u6839\u636e\u6a21\u578b\u5927\u5c0f\uff0c\u5206\u4e3a\u4e94\u4e2a\u7ec4\u522b\uff1a1B+\u30016B+\u300113B+\u300120B+\u548c70B+\u3002<\/p><p class=\"art_p\"><span>\u8de8\u9886\u57df\u8868\u73b0\uff1a\u6570\u5b66\u7f16\u7a0b\u9886\u57df\u5dee\u5f02\u6700\u5927<\/span><\/p><p class=\"art_p\">\u5f97\u76ca\u4e8e\u5f3a\u5927\u7684\u63a8\u7406\u80fd\u529b\uff0cOpenAI o1-preview\u4e0d\u51fa\u6240\u6599\u5730\u9886\u5148\u3002<\/p><p class=\"art_p\">\u4e0d\u8fc7\uff0c\u4e00\u4e9b\u5f00\u6e90\u6a21\u578b\u4e5f\u6709\u4e0d\u9519\u7684\u8868\u73b0\u3002\u5982DeepSeekCoderv2-Instruct\uff0c\u5728AP(\u9ad8\u7ea7\u7f16\u7a0b\uff09\u3001OS(\u64cd\u4f5c\u7cfb\u7edf\uff09\u548c\u5176\u4ed6\u7c7b\u522b\u4e2d\u5f97\u5230\u9ad8\u5206\uff0c\u62c9\u5f00\u4e86\u4e0e\u5176\u4ed6\u5f00\u6e90\u6a21\u578b\u7684\u5dee\u8ddd\u3002<\/p><p class=\"art_p\">OpenCoder-1.5B-Instruct\u3001Qwen2.5-Coder-7B-Instruct\u3001Qwen2.5-Coder-14B-Instruct\u5728\u5176\u5404\u81ea\u5f00\u6e90\u7ec4\u522b\u4e2d\u62d4\u5f97\u5934\u7b79\uff0c\u5e76\u8d85\u8d8a\u4e86\u4e00\u4e9b\u66f4\u9ad8\u53c2\u6570\u7ea7\u522b\u7684\u6a21\u578b\u3002<\/p><figure class=\"art_img_mini j_p_gallery\" data-type=\"simple\" data-startindex=\"6\" data-puid=\"0\"><img decoding=\"async\" id=\"6\" class=\"art_img_mini_img j_fullppt_cover finpic\" src=\"https:\/\/k.sinaimg.cn\/n\/sinakd20241205s\/407\/w1080h927\/20241205\/cbd5-c6ee089fdcc3535b71ec5f4d000b0b19.png\/w700d1q75cms.jpg?by=cms_fixed_width\" alt=\"\" \/><h2 class=\"art_img_tit\">\u00a0<\/h2><\/figure><p class=\"art_p\">\u4e3a\u4e86\u5168\u9762\u8bc4\u4f30\u73b0\u6709\u5927\u8bed\u8a00\u6a21\u578b\u5728\u4e0d\u540c\u573a\u666f\u4e0b\u7684\u8868\u73b0\uff0c\u7814\u7a76\u56e2\u961f\u53ef\u89c6\u5316\u4e86\u6a21\u578b\u5728FullStack Bench\u5404\u9886\u57df\u7684\u8868\u73b0\u3002<\/p><p class=\"art_p\">\u5728BP\uff08\u57fa\u7840\u7f16\u7a0b\uff09\u3001AP\uff08\u9ad8\u7ea7\u7f16\u7a0b\uff09\u3001MA\uff08\u6570\u5b66\u7f16\u7a0b\uff09\u3001ML\uff08\u673a\u5668\u5b66\u4e60\uff09\u548cMM\uff08\u591a\u5a92\u4f53\uff09\u7b49\u9886\u57df\u4e2d\uff0c\u6a21\u578b\u8868\u73b0\u5dee\u5f02\u663e\u8457\uff0c<span>\u5176\u4e2d\u4ee5MA\u9886\u57df\u7684\u5dee\u8ddd\u6700\u5927<\/span>\u3002<\/p><p class=\"art_p\">MA\u6700\u4f73\u8868\u73b0\u8005\u4e3aOpenAI o1-preview\uff08\u5f97\u520680.42\uff09\uff0c\u800c\u6700\u5dee\u7684\u662fCodeLlama-34B-Instruct\uff08\u5f97\u520614.34\uff09\u3002\u6570\u5b66\u7f16\u7a0b\u8981\u6c42\u6a21\u578b\u540c\u65f6\u5177\u5907\u6570\u5b66\u548c\u7f16\u7a0b\u80fd\u529b\uff0c\u90a3\u4e9b\u5728\u9ad8\u5ea6\u4e13\u4e1a\u5316\u4ee3\u7801\u8bed\u6599\u5e93\u4e0a\u8bad\u7ec3\u7684\u6a21\u578b\uff0c\u5728MA\u9886\u57df\u5f80\u5f80\u8868\u73b0\u8f83\u5dee\u3002<\/p><p class=\"art_p\">\u8fd9\u4e00\u7ed3\u679c\u8fdb\u4e00\u6b65\u8bc1\u660e\uff0cFullStack Bench\u80fd\u591f\u66f4\u5168\u9762\u5730\u8bc4\u4f30\u6a21\u578b\u7684\u7efc\u5408\u7f16\u7a0b\u80fd\u529b\u3002<\/p><figure class=\"art_img_mini j_p_gallery\" data-type=\"simple\" data-startindex=\"7\" data-puid=\"0\"><img decoding=\"async\" id=\"7\" class=\"art_img_mini_img j_fullppt_cover finpic\" src=\"https:\/\/k.sinaimg.cn\/n\/sinakd20241205s\/760\/w1080h480\/20241205\/539d-e5c32767bdf6562bb9b1da025dc619a6.png\/w700d1q75cms.jpg?by=cms_fixed_width\" alt=\"\" \/><h2 class=\"art_img_tit\">\u00a0<\/h2><\/figure><p class=\"art_p\"><span>\u8de8\u8bed\u8a00\u8868\u73b0\uff1aC++\u3001C\u548cRuby\u4e0a\u5b58\u8f83\u5927\u5dee\u5f02<\/span><\/p><p class=\"art_p\">\u7814\u7a76\u56e2\u961f\u5bf9\u4e0d\u540c\u6a21\u578b\u5728\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\u4e0a\u7684\u6027\u80fd\u8868\u73b0\u8fdb\u884c\u4e86\u5206\u6790\u3002<\/p><p class=\"art_p\">\u5927\u591a\u6570\u6a21\u578b\u5728Bash\u7f16\u7a0b\u4efb\u52a1\u4e2d\u8868\u73b0\u826f\u597d\u3002\u7136\u800c\uff0c\u5728C++\u3001C\u548cRuby\u7684\u8868\u73b0\u4e0a\u5b58\u5728\u8f83\u5927\u5dee\u5f02\uff0c\u8fd9\u8868\u660e\u6a21\u578b\u8bbe\u8ba1\u8005\u53ef\u80fd\u5728\u8bad\u7ec3\u8bed\u6599\u5e93\u4e2d\u5bf9\u8fd9\u4e9b\u8bed\u8a00\u8fdb\u884c\u4e86\u9009\u62e9\u6027\u91c7\u6837\u3002\u90e8\u52061B+\u7684\u5c0f\u578b\u6a21\u578b\u5728D\u3001R\u548cScala\u8bed\u8a00\u4e0a\u7684\u8868\u73b0\u8f83\u5dee\uff0c\u5176\u901a\u8fc7\u7387\u4f4e\u4e8e10%\uff0c\u8fd9\u8868\u660e\u5b83\u4eec\u7684\u591a\u8bed\u8a00\u5904\u7406\u80fd\u529b\u90fd\u8f83\u5f31\u3002<\/p><figure class=\"art_img_mini j_p_gallery\" data-type=\"simple\" data-startindex=\"8\" data-puid=\"0\"><img decoding=\"async\" id=\"8\" class=\"art_img_mini_img j_fullppt_cover finpic\" src=\"https:\/\/k.sinaimg.cn\/n\/sinakd20241205s\/255\/w1080h775\/20241205\/2c53-4751c0554f35d834d6cce41c7ad04f2d.png\/w700d1q75cms.jpg?by=cms_fixed_width\" alt=\"\" \/><h2 class=\"art_img_tit\">\u00a0<\/h2><\/figure><p class=\"art_p\">\u7531\u4e8eSandboxFusion\u63d0\u4f9b\u4e86\u6765\u81ea\u7f16\u8bd1\u5668\u7684\u53cd\u9988\uff0c\u7814\u7a76\u4eba\u5458\u8bc4\u4f30\u4e86\u6a21\u578b\u5728\u90e8\u5206\u7f16\u7a0b\u8bed\u8a00\u4e0a\u7684\u7f16\u8bd1\u901a\u8fc7\u7387\u3002\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0c\u7f16\u8bd1\u901a\u8fc7\u7387\u4e0e\u6d4b\u8bd5\u901a\u8fc7\u7387\u4e4b\u95f4\u5b58\u5728\u6b63\u76f8\u5173\u5173\u7cfb\uff0c\u4f46\u7f16\u8bd1\u901a\u8fc7\u5e76\u4e0d\u610f\u5473\u7740\u6d4b\u8bd5\u4e00\u5b9a\u901a\u8fc7\u3002\u540c\u65f6\uff0c\u7814\u7a76\u8fd8\u63a2\u8ba8\u4e86\u4e2d\u82f1\u6587\u8868\u8fbe\u5bf9\u6a21\u578b\u6027\u80fd\u7684\u5f71\u54cd\u3002<\/p><p class=\"art_p\"><span>\u89e3\u51b3\u96be\u9898\uff0c\u95ed\u6e90\u6a21\u578b\u666e\u904d\u4f18\u4e8e\u5f00\u6e90\u6a21\u578b<\/span><\/p><p class=\"art_p\">\u4e0d\u540c\u6a21\u578b\u5728\u4e0d\u540c\u96be\u5ea6\u95ee\u9898\u4e0a\u7684\u8868\u73b0\u5b58\u5728\u660e\u663e\u5dee\u5f02\u3002\u603b\u4f53\u800c\u8a00\uff0c1B+\u6a21\u578b\u548cCodeLlama\u7cfb\u5217\u5728\u6240\u6709\u96be\u5ea6\u7ea7\u522b\u4e0a\u7684\u8868\u73b0\u5747\u4e0d\u5c3d\u5982\u4eba\u610f\u3002\u5176\u4f59\u6a21\u578b\u5728\u89e3\u51b3\u7b80\u5355\u95ee\u9898\u65f6\u8868\u73b0\u76f8\u4f3c\uff0c\u4f46\u5728\u4e2d\u7b49\u96be\u5ea6\u95ee\u9898\u4e0a\u5b58\u5728\u4e00\u5b9a\u5dee\u8ddd\u3002<span>\u5bf9\u4e8e\u96be\u5ea6\u8f83\u5927\u7684\u95ee\u9898\uff0c\u95ed\u6e90\u6a21\u578b\u666e\u904d\u4f18\u4e8e\u5f00\u6e90\u6a21\u578b\u3002<\/span><\/p><figure class=\"art_img_mini j_p_gallery\" data-type=\"simple\" data-startindex=\"9\" data-puid=\"0\"><img decoding=\"async\" id=\"9\" class=\"art_img_mini_img j_fullppt_cover finpic\" src=\"https:\/\/k.sinaimg.cn\/n\/sinakd20241205s\/58\/w1080h578\/20241205\/20d4-f3121d069252d25d2522570486c24b00.png\/w700d1q75cms.jpg?by=cms_fixed_width\" alt=\"\" \/><h2 class=\"art_img_tit\">\u00a0<\/h2><\/figure><p class=\"art_p\"><span>\u4f7f\u7528SandboxFusion\uff0c\u53ef\u63d0\u5347\u6a21\u578b\u8868\u73b0<\/span><\/p><p class=\"art_p\">\u7814\u7a76\u4eba\u5458\u5bf9\u6bd4\u4e86\u201c\u53cd\u601d\u7b56\u7565\uff08Reflection\uff09\u201d\u548c\u201cN\u6b21\u63a8\u65ad\u7b56\u7565\uff08BoN\uff09\u201d\u4e24\u79cd\u7b56\u7565\u3002\u5728Reflection\u7b56\u7565\u4e2d\uff0c\u901a\u8fc7\u5229\u7528SandboxFusion\u7684\u53cd\u9988\u4e0a\u4e0b\u6587\u5bf9\u7b54\u6848\u8fdb\u884cN\u6b21\u7cbe\u70bc\uff0c\u590d\u73b0\u4e86\u81ea\u6211\u7cbe\u70bc\u7b56\u7565 [Madaan et al., 2024]\u3002\u800c\u5728BoN\u7b56\u7565\u4e2d\uff0c\u4ec5\u8fdb\u884cN\u6b21\u63a8\u65ad\u4ee5\u83b7\u5f97\u7ed3\u679c\u3002<\/p><p class=\"art_p\">\u7ed3\u679c\u5982\u56fe\u6240\u793a\uff0c\u201cReflection\u201d\u7b56\u7565\u660e\u663e\u4f18\u4e8e\u201cBoN\u201d\uff0c\u8fd9\u8868\u660eSandboxFusion\u63d0\u4f9b\u7684\u53cd\u9988\u4e0a\u4e0b\u6587\u5177\u6709\u8f83\u9ad8\u7684\u6709\u6548\u6027\u3002<\/p><figure class=\"art_img_mini j_p_gallery\" data-type=\"simple\" data-startindex=\"10\" data-puid=\"0\"><img decoding=\"async\" id=\"10\" class=\"art_img_mini_img j_fullppt_cover finpic\" src=\"https:\/\/k.sinaimg.cn\/n\/sinakd20241205s\/133\/w1080h653\/20241205\/d0ae-0a54490e0d6960216059aae65489d968.png\/w700d1q75cms.jpg?by=cms_fixed_width\" alt=\"\" \/><h2 class=\"art_img_tit\">\u00a0<\/h2><\/figure><p class=\"art_p\">\u4e86\u89e3\u8fd9\u7bc7\u7814\u7a76\u7684\u8be6\u60c5\uff0c\u53ef\u89c1\u6587\u5185Arxiv\u94fe\u63a5\uff0c\u6216\u5173\u6ce8\u300c\u8c46\u5305\u5927\u6a21\u578b\u56e2\u961f\u300d\u516c\u4f17\u53f7\uff0c\u67e5\u9605\u66f4\u8be6\u7ec6\u89e3\u8bfb\u3002<\/p><p class=\"art_p\">\u53c2\u8003\u94fe\u63a5\uff1a<\/p><p class=\"art_p\">[1]\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/arxiv.org\/pdf\/2412.00535v2<\/p><p class=\"art_p\">[2]\u6570\u636e\u96c6\u5f00\u6e90\u5730\u5740\uff1ahttps:\/\/huggingface.co\/datasets\/ByteDance\/FullStackBench<\/p><p class=\"art_p\">[3]\u6c99\u76d2\u5f00\u6e90\u5730\u5740\uff1ahttps:\/\/github.com\/bytedance\/SandboxFusion<\/p><p class=\"art_p\">[4]\u6c99\u76d2\u4f53\u9a8c\u5165\u53e3\uff1ahttps:\/\/bytedance.github.io\/SandboxFusion\/playground\/datasets<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>\u5141\u4e2d \u53d1\u81ea \u51f9\u975e\u5bfa<\/p>\n","protected":false},"author":1,"featured_media":3133,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-3130","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.ihub1.com\/index.php\/wp-json\/wp\/v2\/posts\/3130","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ihub1.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ihub1.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ihub1.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ihub1.com\/index.php\/wp-json\/wp\/v2\/comments?post=3130"}],"version-history":[{"count":7,"href":"https:\/\/www.ihub1.com\/index.php\/wp-json\/wp\/v2\/posts\/3130\/revisions"}],"predecessor-version":[{"id":3139,"href":"https:\/\/www.ihub1.com\/index.php\/wp-json\/wp\/v2\/posts\/3130\/revisions\/3139"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.ihub1.com\/index.php\/wp-json\/wp\/v2\/media\/3133"}],"wp:attachment":[{"href":"https:\/\/www.ihub1.com\/index.php\/wp-json\/wp\/v2\/media?parent=3130"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ihub1.com\/index.php\/wp-json\/wp\/v2\/categories?post=3130"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ihub1.com\/index.php\/wp-json\/wp\/v2\/tags?post=3130"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}