{"id":6226,"date":"2026-07-27T15:00:13","date_gmt":"2026-07-27T07:00:13","guid":{"rendered":"https:\/\/1ow.top\/index.php\/2026\/07\/27\/ai%e6%9c%80%e5%b0%b4%e5%b0%ac%e7%9a%84%e7%9f%ad%e6%9d%bf%ef%bc%8c%e4%b8%ad%e5%9b%bd%e7%a7%91%e5%ad%a6%e9%99%a2%e5%87%ba%e6%89%8b%e4%ba%86\/"},"modified":"2026-07-27T15:00:13","modified_gmt":"2026-07-27T07:00:13","slug":"ai%e6%9c%80%e5%b0%b4%e5%b0%ac%e7%9a%84%e7%9f%ad%e6%9d%bf%ef%bc%8c%e4%b8%ad%e5%9b%bd%e7%a7%91%e5%ad%a6%e9%99%a2%e5%87%ba%e6%89%8b%e4%ba%86","status":"publish","type":"post","link":"https:\/\/1ow.top\/index.php\/2026\/07\/27\/ai%e6%9c%80%e5%b0%b4%e5%b0%ac%e7%9a%84%e7%9f%ad%e6%9d%bf%ef%bc%8c%e4%b8%ad%e5%9b%bd%e7%a7%91%e5%ad%a6%e9%99%a2%e5%87%ba%e6%89%8b%e4%ba%86\/","title":{"rendered":"AI\u6700\u5c34\u5c2c\u7684\u77ed\u677f\uff0c\u4e2d\u56fd\u79d1\u5b66\u9662\u51fa\u624b\u4e86"},"content":{"rendered":"<figure class=\"wp-block-image\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/1ow.top\/wp-content\/uploads\/2026\/07\/b70a26cee01551ec64ae923fe7fbdcba.webp'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/1ow.top\/wp-content\/uploads\/2026\/07\/b70a26cee01551ec64ae923fe7fbdcba.webp\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"AI\u6700\u5c34\u5c2c\u7684\u77ed\u677f\uff0c\u4e2d\u56fd\u79d1\u5b66\u9662\u51fa\u624b\u4e86\"\/><\/div><\/figure>\n<figure class=\"wp-block-image\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/1ow.top\/wp-content\/uploads\/2026\/07\/a68ef325c8f4a016a468174ce2e78418.webp'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/1ow.top\/wp-content\/uploads\/2026\/07\/a68ef325c8f4a016a468174ce2e78418.webp\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"AI\u6700\u5c34\u5c2c\u7684\u77ed\u677f\uff0c\u4e2d\u56fd\u79d1\u5b66\u9662\u51fa\u624b\u4e86\"\/><\/div><\/figure>\n<figure class=\"wp-block-image\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/1ow.top\/wp-content\/uploads\/2026\/07\/1b3ec56b3730c59c6838422851e35619.webp'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/1ow.top\/wp-content\/uploads\/2026\/07\/1b3ec56b3730c59c6838422851e35619.webp\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"AI\u6700\u5c34\u5c2c\u7684\u77ed\u677f\uff0c\u4e2d\u56fd\u79d1\u5b66\u9662\u51fa\u624b\u4e86\"\/><\/div><\/figure>\n<figure class=\"wp-block-image\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/1ow.top\/wp-content\/uploads\/2026\/07\/79b2082a1b18bc7a285f014764e976ef.webp'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/1ow.top\/wp-content\/uploads\/2026\/07\/79b2082a1b18bc7a285f014764e976ef.webp\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"AI\u6700\u5c34\u5c2c\u7684\u77ed\u677f\uff0c\u4e2d\u56fd\u79d1\u5b66\u9662\u51fa\u624b\u4e86\"\/><\/div><\/figure>\n<p>\u5141\u4e2d \u53d1\u81ea \u51f9\u975e\u5bfa<\/p>\n<p>GPT-5.5\u80fd\u5199\u4e13\u4e1a\u8bba\u6587\uff0cDeepSeek-V4-Pro\u80fd\u751f\u6210\u590d\u6742\u4ee3\u7801\uff0c\u5177\u8eab\u673a\u5668\u4eba\u80fd\u5b8c\u6210\u57fa\u7840\u7269\u7406\u64cd\u4f5c\uff0c\u8bed\u8a00\u667a\u80fd\u548c\u5de5\u5177\u667a\u80fd\u90fd\u5df2\u7ecf\u8dd1\u51fa\u4e86\u81ea\u5df1\u7684\u8d5b\u9053\u3002<\/p>\n<p>\u4f46\u628a\u540c\u6837\u7684AI\u653e\u8fdb\u4e00\u6b21\u5bb6\u5ead\u805a\u9910\u3001\u4e00\u573a\u56e2\u961f\u4f1a\u8bae\u3001\u4e00\u6b21\u533b\u60a3\u5bf9\u8bdd\uff0c\u5b83\u5f80\u5f80\u8868\u73b0\u5f97\u751f\u786c\u3001\u4e0d\u5408\u65f6\u5b9c\u3002<\/p>\n<p>\u4e0d\u662f\u77e5\u8bc6\u4e0d\u591f\uff0c\u662f\u201c\u8bfb\u61c2\u4eba\u5fc3\u201d\u7684\u80fd\u529b\u8fd8\u6ca1\u8ddf\u4e0a\u3002\u8fd9\u6b63\u662f\u793e\u4f1a\u5fc3\u667a\u957f\u671f\u7f3a\u5931\u5e26\u6765\u7684\u771f\u5b9e\u56f0\u5883\uff0c\u4e5f\u662f\u4ece\u201c\u4efb\u52a1\u6267\u884c\u201d\u8d70\u5411\u201c\u793e\u4f1a\u534f\u4f5c\u201d\u65f6\u5fc5\u987b\u8865\u4e0a\u7684\u4e00\u8bfe\u3002<\/p>\n<p>7\u670824\u65e5\uff0c\u4e2d\u56fd\u79d1\u5b66\u9662\u8ba1\u7b97\u6280\u672f\u7814\u7a76\u6240\u667a\u80fd\u7b97\u6cd5\u5b89\u5168\u5168\u56fd\u91cd\u70b9\u5b9e\u9a8c\u5ba4\u201c\u77e5\u5883\u201d\u56e2\u961f\uff0c\u6b63\u5f0f\u53d1\u5e03\u77e5\u5883\u793e\u4f1a\u5fc3\u667a\u5927\u6a21\u578b\u6280\u672f\u4f53\u7cfb\u3002<\/p>\n<p>\u8fd9\u4e0d\u662f\u53c8\u4e00\u4e2a\u5927\u6a21\u578b\u5237\u699c\u7684\u6545\u4e8b\uff0c\u800c\u662f\u4e00\u4efd\u5173\u4e8e\u793e\u4f1a\u5fc3\u667a\u5982\u4f55\u6210\u4e3a\u72ec\u7acb\u5de5\u7a0b\u80fd\u529b\u7684\u5b8c\u6574\u7b54\u5377\u3002<\/p>\n<p>\u77e5\u5883\u8981\u505a\u7684\uff0c\u6b63\u662f\u4e3a\u73b0\u6709\u5927\u6a21\u578b\u8865\u4e0a\u8fd9\u5757\u77ed\u677f\u2014\u2014\u7ed9\u6a21\u578b\u589e\u52a0\u201c\u60c5\u5546\u201d\u4e0e\u53ef\u4fe1\u4efb\u611f\uff0c\u8ba9AI\u5728\u5173\u952e\u573a\u5408\u9760\u5f97\u4f4f\u3001\u4fe1\u5f97\u8fc7\u3002<\/p>\n<p>\u6cbb\u75c5\u4e4b\u524d\u5148\u8bca\u65ad\u3002\u77e5\u5883\u56e2\u961f\u505a\u7684\u7b2c\u4e00\u4ef6\u4e8b\uff0c\u662f\u5efa\u7acb\u4e00\u4efd\u8db3\u591f\u7cbe\u7ec6\u7684\u201c\u4f53\u68c0\u8868\u201dSoMBench\u3002<\/p>\n<p>SoMBench\u628a\u7b3c\u7edf\u7684\u201c\u61c2\u4e0d\u61c2\u4eba\u201d\u62c6\u89e3\u62103\u5927\u4e00\u7ea7\u7ef4\u5ea6\u300117\u4e2a\u4e8c\u7ea7\u7ef4\u5ea6\u300171\u9879\u7ec6\u7c92\u5ea6\u4efb\u52a1\uff0c\u8986\u76d6\u4ece\u57fa\u7840\u4fe1\u5ff5\u63a8\u65ad\u5230\u9ad8\u9636\u60c5\u7eea\u7406\u89e3\u3001\u4ece\u793e\u4f1a\u89c4\u8303\u5230\u5173\u7cfb\u5efa\u6a21\u7684\u5b8c\u6574\u5149\u8c31\u3002<\/p>\n<p>3481\u9053\u7ecf\u8fc7\u5341\u4f59\u540d\u4eba\u7c7b\u4e13\u5bb6\u8bc4\u5ba1\u3001\u4e25\u683c\u4fdd\u7559\u7684\u5b9e\u4f8b\uff0c\u6784\u6210\u4e86\u4e00\u5f20\u793e\u4f1a\u5fc3\u667a\u7684\u201c\u80fd\u529b\u5730\u56fe\u201d\u3002<\/p>\n<p>\u66f4\u91cd\u8981\u7684\u662f\uff0cSoMBench\u4e0d\u4ec5\u4f1a\u544a\u8bc9\u4f60\u201c\u8003\u4e86\u591a\u5c11\u5206\u201d\uff0c\u8fd8\u544a\u8bc9\u4f60\u201c\u9519\u5728\u4e86\u54ea\u201d\u3002<\/p>\n<p>\u901a\u8fc7\u5355\u9009\u3001\u591a\u9009\u3001\u5224\u65ad\u3001\u5f00\u653e\u9898\u7684\u591a\u9898\u578b\u4ea4\u53c9\u9a8c\u8bc1\uff0c\u4ee5\u53ca\u9009\u9879\u6270\u52a8\u3001\u6377\u5f84\u68c0\u6d4b\u3001\u53d7\u63a7\u6539\u5199\u7b49\u624b\u6bb5\uff0cSoMBench\u80fd\u7cbe\u51c6\u5b9a\u4f4d\u6a21\u578b\u7684\u9519\u8bef\u6a21\u5f0f\uff0c\u4f8b\u5982\uff1a\u662f\u63a8\u7406\u94fe\u65ad\u4e86\uff1f\u8fd8\u662f\u9760\u8868\u9762\u6a21\u5f0f\u8499\u5bf9\u4e86\uff1f\u8fd9\u4e3a\u540e\u7eed\u7684\u8bad\u7ec3\u6307\u660e\u4e86\u9776\u5b50\u3002<\/p>\n<p>20\u4e2a\u9876\u7ea7\u5927\u6a21\u578b\u5728SoMBench\u4e0a\u6d4b\u8bd5\uff0c\u6700\u5f3a\u6a21\u578b\u6b63\u786e\u7387\u4ec572.08%\uff0c\u65e0\u4e00\u8fbe\u523090%\u5929\u82b1\u677f\uff0c\u793e\u4f1a\u5fc3\u667a\u7684\u201c\u65e0\u4eba\u533a\u201d\uff0c\u540d\u526f\u5176\u5b9e\u3002<\/p>\n<p>\u4e3a\u4ec0\u4e48\u793e\u4f1a\u5fc3\u667a\u8fd9\u4e48\u96be\uff1f<\/p>\n<p>\u56e0\u4e3a\u540c\u4e00\u573a\u666f\u91cc\uff0cAI\u8981\u540c\u65f6\u5904\u7406\u89d2\u8272\u5173\u7cfb\u3001\u9690\u542b\u610f\u56fe\u3001\u60c5\u7eea\u53d8\u5316\u3001\u793e\u4f1a\u89c4\u8303\u3001\u672a\u8bf4\u51fa\u53e3\u7684\u8bdd\u7b49\u591a\u5c42\u63a8\u7406\u2014\u2014\u666e\u901a\u5927\u6a21\u578b\u6839\u672c\u7406\u4e0d\u6e05\u8fd9\u4e9b\u5f2f\u5f2f\u7ed5\u7ed5\u3002<\/p>\n<p>\u4f53\u68c0\u8868\u6709\u4e86\uff0c\u63a5\u4e0b\u6765\u600e\u4e48\u7ec3\uff1f<\/p>\n<p>\u77e5\u5883\u56e2\u961f\u6ca1\u6709\u8d70\u201c\u5806\u6570\u636e\u3001\u5806\u7b97\u529b\u201d\u7684\u8001\u8def\uff0c\u800c\u662f\u8bbe\u8ba1\u4e86\u4e00\u5957\u4f1a\u201c\u81ea\u6211\u8fdb\u5316\u201d\u7684\u8bad\u7ec3\u7cfb\u7edf\u3002<\/p>\n<p>\u4f20\u7edf\u8bad\u7ec3\u662f\u201c\u51c6\u5907\u4e00\u6279\u6570\u636e\uff0c\u8bad\u5b8c\u62c9\u5012\u201d\u3002<\/p>\n<p>Zing\u7684\u505a\u6cd5\u662f\u8ba9\u8bc4\u6d4b\u50cf\u5bfc\u822a\u4eea\u4e00\u6837\u6307\u51fa\u65b9\u5411\uff0c\u800c\u4e0d\u662f\u76f4\u63a5\u201c\u900f\u9898\u201d\u3002<\/p>\n<p>\u5f53\u6a21\u578b\u5728\u8bca\u65ad\u96c6\u4e0a\u66b4\u9732\u77ed\u677f\u65f6\uff0cFLARE\u4f1a\u5b9a\u4f4d\u5230\u5177\u4f53\u8ba4\u77e5\u7ef4\u5ea6\uff0c\u518d\u9488\u5bf9\u6027\u5408\u6210\u5168\u65b0\u7684\u8bad\u7ec3\u6837\u672c\u2014\u2014\u8bed\u4e49\u3001\u573a\u666f\u3001\u63a8\u7406\u8def\u5f84\u90fd\u4e0e\u539f\u9898\u4e0d\u540c\uff0c\u4f46\u7784\u51c6\u540c\u4e00\u79cd\u80fd\u529b\u7f3a\u9677\u3002<\/p>\n<p>\u8fd9\u5c31\u597d\u6bd4\u53d1\u73b0\u5b66\u751f\u51e0\u4f55\u8584\u5f31\uff0c\u5c31\u51fa\u5957\u65b0\u51e0\u4f55\u9898\uff0c\u800c\u4e0d\u662f\u53cd\u590d\u505a\u540c\u4e00\u5f20\u5377\u5b50\u3002<\/p>\n<p>\u5019\u9009\u6837\u672c\u8fd8\u987b\u7ecf\u8fc7\u591a\u8f6e\u8fc7\u6ee4\uff0c\u53ea\u4fdd\u7559\u6a21\u578b\u5f53\u524d\u65e0\u6cd5\u8f7b\u6613\u7b54\u5bf9\u3001\u4f46\u7ecf\u8fc7\u63a8\u7406\u80fd\u591f\u5b66\u4f1a\u7684\u4e2d\u9ad8\u96be\u5ea6\u6837\u672c\u3002<\/p>\n<p>\u8fd9\u5c31\u662fFLARE\u7684\u6838\u5fc3\u903b\u8f91\uff1a\u54ea\u91cc\u5f31\u5c31\u7ec3\u54ea\u91cc\uff0c\u4f46\u6bcf\u6b21\u7ec3\u7684\u90fd\u662f\u65b0\u9898\u3002<\/p>\n<p>\u7b2c\u4e00\u9636\u6bb5\uff1a\u901a\u7528\u793e\u4f1a\u5fc3\u667a\u6253\u5e95\u3002<\/p>\n<p>\u6a21\u578b\u9996\u5148\u5229\u7528\u591a\u6559\u5e08\u84b8\u998f\u6784\u5efa\u9ad8\u8d28\u91cf\u51b7\u542f\u52a8\u6570\u636e\uff0c\u901a\u8fc7\u7b54\u6848\u95e8\u63a7\u3001\u63a8\u7406\u6df1\u5ea6\u8fc7\u6ee4\u4fdd\u7559\u6709\u6548\u63a8\u7406\u8f68\u8ff9\uff1b<\/p>\n<p>\u968f\u540e\u91c7\u7528Mixed-Reward GRPO\u5f3a\u5316\u5b66\u4e60\u6846\u67b6\uff0c\u6839\u636e\u4efb\u52a1\u7c7b\u578b\u3001\u8bad\u7ec3\u9636\u6bb5\u548c\u63a8\u7406\u8d28\u91cf\uff0c\u52a8\u6001\u7ec4\u5408\u8fc7\u7a0b\u5956\u52b1\u3001\u53ef\u9a8c\u8bc1\u5956\u52b1\u548c\u62d2\u7edd\u91c7\u6837\u2014\u2014\u5956\u52b1\u76ee\u6807\u968f\u6a21\u578b\u80fd\u529b\u53d8\u5316\u800c\u8c03\u6574\uff0c\u4e0d\u662f\u4e00\u6210\u4e0d\u53d8\u7684KPI\u3002<\/p>\n<p>\u7b2c\u4e8c\u9636\u6bb5\uff1a\u4e13\u9879\u80fd\u529b\u5f3a\u5316\u3002<\/p>\n<p>\u9488\u5bf9\u60c5\u7eea\u7406\u89e3\u3001\u610f\u56fe\u63a8\u65ad\u3001\u793e\u4f1a\u89c4\u8303\u3001\u89c6\u89d2\u91c7\u62e9\u7b49\u8584\u5f31\u73af\u8282\uff0c\u5148\u7528\u4e24\u8f6e\u76d1\u7763\u5fae\u8c03\u6ce8\u5165\u9886\u57df\u77e5\u8bc6\uff0c\u518d\u7528\u56f0\u96be\u6837\u672c\u6301\u7eed\u6821\u51c6\u3002<\/p>\n<p>\u76ee\u6807\u662f\uff1a\u589e\u5f3a\u4e13\u9879\u80fd\u529b\u7684\u540c\u65f6\uff0c\u4e0d\u4e22\u5931\u5df2\u5b66\u4f1a\u7684\u901a\u7528\u63a8\u7406\u3002<\/p>\n<p>\u5f3a\u5316\u5b66\u4e60\u6700\u5927\u7684\u98ce\u9669\u662f\u201c\u5b66\u65b0\u7684\uff0c\u5fd8\u65e7\u7684\u201d\u3002<\/p>\n<p>Zing\u7684\u89e3\u51b3\u65b9\u6848\u662fOPD\uff08On-Policy Distillation\uff09\uff1a\u5728\u5728\u7ebf\u8f68\u8ff9\u4e0a\u5f15\u5165\u6559\u5e08\u6a21\u578b\u7684token\u7ea7\u5206\u5e03\u7ea6\u675f\uff0c\u8ba9\u5b66\u751f\u6a21\u578b\u5728\u63a2\u7d22\u66f4\u4f18\u8def\u5f84\u7684\u540c\u65f6\uff0c\u4e0d\u504f\u79bb\u5df2\u9a8c\u8bc1\u7684\u6709\u6548\u63a8\u7406\u6a21\u5f0f\u3002<\/p>\n<p>GRPO\u8d1f\u8d23\u201c\u5f80\u524d\u51b2\u201d\uff0cOPD\u8d1f\u8d23\u201c\u522b\u8dd1\u504f\u201d\u3002<\/p>\n<p>\u4e24\u8005\u4f5c\u7528\u4e8e\u540c\u4e00\u6279\u91c7\u6837\u8f68\u8ff9\uff0c\u65e2\u9f13\u52b1\u63a2\u7d22\uff0c\u4e5f\u5b88\u4f4f\u8fb9\u754c\u3002<\/p>\n<p>FLARE\u51b3\u5b9a\u201c\u5b66\u4ec0\u4e48\u201d\uff0c\u4e24\u9636\u6bb5\u8bad\u7ec3\u51b3\u5b9a\u201c\u4ec0\u4e48\u65f6\u5019\u5b66\u201d\uff0cOPD\u51b3\u5b9a\u201c\u5411\u8c01\u5b66\u3001\u4e0d\u5fd8\u4ec0\u4e48\u201d\u3002<\/p>\n<p>Zing\u6784\u5efa\u7684\u4e0d\u662f\u4e00\u4e2a\u9759\u6001\u8bad\u7ec3\u6d41\u7a0b\uff0c\u800c\u662f\u4e00\u5957\u968f\u6a21\u578b\u80fd\u529b\u72b6\u6001\u6301\u7eed\u81ea\u9002\u5e94\u7684\u8fdb\u5316\u7cfb\u7edf\u3002<\/p>\n<p>\u8bad\u7ec3\u65b9\u6cd5\u518d\u6f02\u4eae\uff0c\u6700\u7ec8\u8981\u62ff\u6210\u7ee9\u8bf4\u8bdd\u3002\u57285\u9879\u56fd\u9645\u6743\u5a01\u793e\u4f1a\u5fc3\u667a\u8bc4\u6d4b\u57fa\u51c6\u4e0a\uff0cZing\u7ed9\u51fa\u4e86\u786c\u6838\u7b54\u6848\u3002<\/p>\n<p>Zing-27B\u4e94\u9879\u7efc\u5408\u5747\u503c79.80\uff0c\u8d85\u8d8aGPT-5.5\u768478.44\u3002<\/p>\n<p>\u5c24\u5176\u5728HiToM\uff08+4.08pp\uff09\u548cEmoBench\uff08+5.62pp\uff09\u4e0a\u4f18\u52bf\u660e\u663e\u3002<\/p>\n<p>HiToM\u8bc4\u6d4b\u7684\u662f\u201c\u6211\u77e5\u9053\u4f60\u77e5\u9053\u6211\u77e5\u9053\u201d\u7684\u9012\u5f52\u4fe1\u5ff5\u8ffd\u8e2a\uff0c\u9636\u6570\u8d8a\u9ad8\u96be\u5ea6\u6307\u6570\u7ea7\u589e\u957f\u2014\u2014Zing-27B\u662f\u9996\u4e2a\u5728\u8be5\u57fa\u51c6\u4e0a\u8d85\u8d8aGPT-5.5\u7684\u767e\u4ebf\u53c2\u6570\u7ea7\u516c\u5f00\u6a21\u578b\u3002<\/p>\n<p>Zing-32B\u7efc\u5408\u5747\u503c76.32\uff0c\u7565\u8d85DeepSeek-V4-Pro\u768475.90\u3002<\/p>\n<p>EmoBench\u4e0a78.13\u5bf971.88\u76846.25\u4e2a\u767e\u5206\u70b9\u9886\u5148\u5c24\u4e3a\u7a81\u51fa\uff0c\u8bc1\u660e\u4e86\u4e13\u9879\u793e\u4f1a\u5fc3\u667a\u8bad\u7ec3\u5728\u60c5\u611f\u7406\u89e3\u7ef4\u5ea6\u4e0a\u80fd\u591f\u5f62\u6210\u663e\u8457\u7684\u7ed3\u6784\u5316\u4f18\u52bf\u3002<\/p>\n<p>8B\u6a21\u578b\u5728HiToM\u4e0a\u8fbe\u523078.08\uff0c14B\u6a21\u578b\u8fbe\u523080.00\uff0c\u5206\u522b\u8d85\u8d8a\u540c\u5c3a\u5bf8\u57fa\u5ea7\u6a21\u578b\u8fd112\u548c8\u4e2a\u767e\u5206\u70b9\uff0c\u751a\u81f3\u8d85\u8fc7\u53c2\u6570\u91cf\u4e3a\u5176\u6570\u5341\u500d\u7684\u66f4\u5927\u6a21\u578b\u3002<\/p>\n<p>\u9012\u5f52\u9636\u6570\u8d8a\u9ad8\uff0c\u5dee\u8ddd\u8d8a\u660e\u663e\u2014\u2014Zing-8B\u5728\u4e09\u9636\u548c\u56db\u9636\u4fe1\u5ff5\u63a8\u7406\u4e0a\u5206\u522b\u63d0\u534721.67\u548c22.08\u4e2a\u767e\u5206\u70b9\u3002<\/p>\n<p>\u8fd9\u4e9b\u7ed3\u679c\u6307\u5411\u540c\u4e00\u4e2a\u7ed3\u8bba\uff1a\u793e\u4f1a\u5fc3\u667a\u80fd\u529b\u7684\u63d0\u5347\uff0c\u6765\u81ea\u8bad\u7ec3\u65b9\u6cd5\u7684\u7ed3\u6784\u5316\u8bbe\u8ba1\uff0c\u800c\u975e\u53c2\u6570\u7684\u7b80\u5355\u5806\u780c\u3002<\/p>\n<p>SoMBench\u4f5c\u4e3a\u77e5\u5883\u81ea\u7814\u7684\u6700\u96be\u793e\u4f1a\u5fc3\u667a\u57fa\u51c6\uff0c\u5f53\u524d\u6a21\u578b\u4ecd\u6709\u8f83\u5927\u63d0\u5347\u7a7a\u95f4\u2014\u2014\u8fd9\u4e5f\u6b63\u662f\u4e0b\u4e00\u6b65\u8bad\u7ec3\u8fed\u4ee3\u7684\u91cd\u70b9\u65b9\u5411\u3002<\/p>\n<p>\u6a21\u578b\u5b66\u4f1a\u4e86\uff0c\u90e8\u7f72\u65f6\u600e\u4e48\u4e0d\u6389\u94fe\u5b50\uff1f<\/p>\n<p>\u77e5\u5883\u7684\u7b54\u6848\u662fActio\u2014\u2014\u4e00\u4e2a\u201c\u6309\u9700\u8c03\u7528\u3001\u4e0d\u4e71\u585e\u201d\u7684\u663e\u5f0f\u5fc3\u667a\u72b6\u6001\u90e8\u7f72\u67b6\u6784\u3002<\/p>\n<p>\u771f\u5b9e\u4ea4\u4e92\u573a\u666f\u4e2d\u4e0d\u7f3a\u4fe1\u606f\uff0c\u7f3a\u7684\u662f\u6070\u5f53\u7684\u4fe1\u606f\u3002<\/p>\n<p>Actio\u4ee5Harness\u4e3a\u7edf\u4e00\u7f16\u6392\u6838\u5fc3\uff0c\u6839\u636e\u4efb\u52a1\u7684\u5fc3\u667a\u53d8\u91cf\u548c\u63a8\u7406\u9700\u6c42\uff0c\u9009\u62e9\u6027\u6fc0\u6d3b\u56db\u7c7b\u652f\u6491\uff1a<\/p>\n<p>\u4e00\u6b21\u5178\u578b\u63a8\u7406\u7ecf\u5386\u56db\u6b65\uff1a\u7406\u89e3\u4efb\u52a1\u5e76\u8bc6\u522b\u5fc3\u667a\u9700\u6c42 \u2192 \u5e76\u884c\u68c0\u7d22\u6280\u80fd\u3001\u77e5\u8bc6\u4e0e\u8bb0\u5fc6 \u2192 \u6392\u5e8f\u88c1\u526a\u7ec4\u5408\u540e\u5f15\u5bfc\u63a8\u7406 \u2192 \u79bb\u7ebf\u6c89\u6dc0\u6709\u6548\u7ecf\u9a8c\u3002<\/p>\n<p>Actio\u50cf\u7ecf\u9a8c\u4e30\u5bcc\u7684\u793e\u5de5\uff0c\u77e5\u9053\u4ec0\u4e48\u65f6\u5019\u8be5\u8c03\u7528\u54ea\u5757\u80fd\u529b\u2014\u2014\u800c\u4e0d\u662f\u628a\u6240\u6709\u4fe1\u606f\u585e\u8fdb\u540c\u4e00\u6bb5\u4e0a\u4e0b\u6587\u3002<\/p>\n<p>\u8fd9\u5957\u673a\u5236\u7684\u6838\u5fc3\u76ee\u6807\u53ea\u6709\u4e00\u4e2a\uff1a\u8ba9AI\u5728\u771f\u5b9e\u573a\u666f\u4e2d\u4e0d\u4ec5\u201c\u4f1a\u60f3\u201d\uff0c\u8fd8\u80fd\u201c\u505a\u5bf9\u201d\uff0c\u914d\u5f97\u4e0a\u7528\u6237\u7684\u6258\u4ed8\u3002<\/p>\n<p>\u7269\u7406AI\u89e3\u51b3\u201c\u8eab\u4f53\u201d\u7684\u95ee\u9898\uff0c\u793e\u4f1a\u5fc3\u667aAI\u89e3\u51b3\u201c\u5fc3\u773c\u201d\u7684\u95ee\u9898\u3002<\/p>\n<p>\u77e5\u5883\u7684\u5c0f\u53c2\u6570\u6a21\u578b\uff088B\/14B\uff09\u4e3a\u7aef\u4fa7\u90e8\u7f72\u63d0\u4f9b\u4e86\u53ef\u80fd\uff0c\u672a\u6765\u53ef\u63a2\u7d22\u5bb6\u5ead\u770b\u62a4\u3001\u513f\u7ae5\u966a\u4f34\u3001\u534f\u4f5c\u673a\u5668\u4eba\u7b49\u9700\u8981\u5b9e\u65f6\u793e\u4f1a\u63a8\u7406\u7684\u573a\u666f\u2014\u2014\u8ba9\u673a\u5668\u4e0d\u4ec5\u4f1a\u52a8\uff0c\u8fd8\u61c2\u5f97\u8c01\u9700\u8981\u5e2e\u52a9\u3001\u4ec0\u4e48\u65f6\u5019\u8be5\u5b89\u9759\u3001\u600e\u6837\u8868\u8fbe\u624d\u6070\u5f53\u3002<\/p>\n<p>\u5728\u4e8b\u5173\u91cd\u5927\u7684\u51b3\u7b56\u573a\u666f\u4e2d\uff0c\u7406\u89e3\u201c\u5404\u65b9\u4f1a\u600e\u4e48\u60f3\u3001\u600e\u4e48\u505a\u201d\u5f80\u5f80\u6bd4\u7b97\u6e05\u8d26\u76ee\u66f4\u91cd\u8981\u3002<\/p>\n<p>\u77e5\u5883\u7684\u793e\u4f1a\u5fc3\u667a\u80fd\u529b\u672a\u6765\u53ef\u5e94\u7528\u4e8e\u653f\u7b56\u6c9f\u901a\u3001\u5371\u673a\u7ba1\u7406\u3001\u7ec4\u7ec7\u53d8\u9769\u7b49\u9886\u57df\u7684\u63a8\u6f14\uff0c\u80fd\u591f\u5e2e\u52a9\u51b3\u7b56\u8005\u5728\u884c\u52a8\u524d\uff0c\u63d0\u524d\u770b\u89c1\u4e0d\u540c\u9009\u62e9\u53ef\u80fd\u5f15\u53d1\u7684\u8fde\u9501\u53cd\u5e94\u3002<\/p>\n<p>\u5f53\u591a\u4e2a\u667a\u80fd\u4f53\uff08\u4eba\u7c7b\u3001\u673a\u5668\u4eba\u3001AI Agent\uff09\u9700\u8981\u957f\u671f\u534f\u4f5c\u65f6\uff0c\u6700\u5927\u7684\u98ce\u9669\u4e0d\u662f\u80fd\u529b\u4e0d\u8db3\uff0c\u800c\u662f\u201c\u4f60\u4ee5\u4e3a\u6211\u61c2\u4e86\uff0c\u6211\u4ee5\u4e3a\u4f60\u61c2\u4e86\u201d\u7684\u8ba4\u77e5\u9519\u4f4d\u3002<\/p>\n<p>\u77e5\u5883\u7684\u793e\u4f1a\u5fc3\u667a\u5efa\u6a21\u6846\u67b6\uff0c\u672a\u6765\u53ef\u4e3a\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\u63d0\u4f9b\u7edf\u4e00\u7684\u5fc3\u667a\u72b6\u6001\u8868\u8fbe\u4e0e\u5171\u4eab\u534f\u8bae\uff0c\u8ba9\u4e0d\u540c\u7684\u667a\u80fd\u4f53\u5728\u540c\u4e00\u4e2a\u793e\u4f1a\u8ba4\u77e5\u5750\u6807\u7cfb\u4e0b\u534f\u4f5c\u3002<\/p>\n<p>\u77e5\u5883\u56e2\u961f\u771f\u6b63\u60f3\u56de\u7b54\u7684\u95ee\u9898\u662f\uff1a<\/p>\n<p>\u793e\u4f1a\u5fc3\u667a\u80fd\u4e0d\u80fd\u50cf\u8bed\u8a00\u7406\u89e3\u3001\u4ee3\u7801\u751f\u6210\u4e00\u6837\uff0c\u88ab\u5b9a\u4e49\u4e3a\u4e00\u79cd\u53ef\u4ee5\u6301\u7eed\u6d4b\u91cf\u3001\u8bad\u7ec3\u548c\u6539\u8fdb\u7684\u5de5\u7a0b\u80fd\u529b\uff1f<\/p>\n<p>\u4e09\u8005\u5171\u540c\u6307\u5411\u4e00\u6761\u6280\u672f\u8def\u7ebf\uff1a\u793e\u4f1a\u667a\u80fd\u4e0d\u518d\u53ea\u662f\u6a21\u578b\u8868\u73b0\u51fa\u6765\u7684\u4e00\u79cd\u6a21\u7cca\u201c\u60c5\u5546\u201d\uff0c\u800c\u5f00\u59cb\u6210\u4e3a\u5177\u6709\u8bc4\u6d4b\u5de5\u5177\u3001\u8bad\u7ec3\u65b9\u6cd5\u548c\u8fd0\u884c\u65f6\u63a5\u53e3\u7684\u5de5\u7a0b\u5bf9\u8c61\u3002<\/p>\n<p>\u5f53\u7136\uff0c\u8fd9\u6761\u8def\u624d\u521a\u521a\u5f00\u59cb\u3002<\/p>\n<p>\u8bad\u7ec3\u6536\u76ca\u80fd\u5426\u8de8\u4efb\u52a1\u3001\u8de8\u6587\u5316\u8fc1\u79fb\uff0cActio\u80fd\u5426\u5728\u957f\u671f\u771f\u5b9e\u4ea4\u4e92\u4e2d\u4fdd\u6301\u7a33\u5b9a\u4e0e\u5408\u5b9c\uff0c\u4ecd\u9700\u8981\u66f4\u5e7f\u6cdb\u7684\u9a8c\u8bc1\u3002<\/p>\n<p>\u4f46\u81f3\u5c11\uff0c\u201c\u61c2\u4eba\u5fc3\u201d\u8fd9\u4ef6\u4e8b\uff0c\u7ec8\u4e8e\u4ece\u7384\u5b66\u8d70\u5411\u4e86\u7cfb\u7edf\u5de5\u7a0b\u3002<\/p>\n<p>\u7b26\u53f7\u7a7a\u95f4\u62fc\u667a\u5546\uff0c\u7269\u7406\u7a7a\u95f4\u62fc\u884c\u52a8\u529b\uff0c\u5fc3\u667a\u7a7a\u95f4\u62fc\u7684\u662f\u201c\u8bfb\u7a7a\u6c14\u201d\u7684\u80fd\u529b\uff0c\u8fd9\u662fAI\u8d62\u5f97\u4eba\u7c7b\u4fe1\u4efb\u7684\u5173\u952e\u4e00\u8dc3\u3002<\/p>\n<p>\u8bed\u8a00\u667a\u80fd\u4e4b\u540e\uff0c\u793e\u4f1a\u667a\u80fd\u6b63\u5728\u6210\u4e3a\u901a\u7528\u4eba\u5de5\u667a\u80fd\u7684\u4e0b\u4e00\u4e2a\u6838\u5fc3\u8d5b\u9053\u3002<\/p>\n<p>\u77e5\u5883\u4e3a\u8fd9\u6761\u8d5b\u9053\uff0c\u63d0\u4f9b\u4e86\u4ece\u8bc4\u6d4b\u5230\u8bad\u7ec3\u5230\u90e8\u7f72\u7684\u5b8c\u6574\u5de5\u7a0b\u57fa\u7840\u3002<\/p>\n<p>\u77e5\u5883\u56e2\u961f \u4e2d\u56fd\u79d1\u5b66\u9662\u8ba1\u7b97\u6280\u672f\u7814\u7a76\u6240\u667a\u80fd\u7b97\u6cd5\u5b89\u5168\u5168\u56fd\u91cd\u70b9\u5b9e\u9a8c\u5ba4GitHub\uff1ahttps:\/\/github.com\/Zhijing-AI\/Zing \uff08\u8bc4\u6d4b\u57fa\u51c6\u3001\u6a21\u578b\u6743\u91cd\u7b49\u540e\u7eed\u5c06\u9646\u7eed\u5f00\u6e90\uff09\u9879\u76ee\u6280\u672f\u62a5\u544a\uff1ahttps:\/\/zhijing-ai.github.io\/Zing\/Zing_TechReport.pdf<\/p>\n<blockquote>\n<p><strong>\u7248\u6743\u58f0\u660e\uff1a<\/strong><\/p>\n<p>\u672c\u535a\u5ba2\u90e8\u5206\u5185\u5bb9\u4e3a\u8f6c\u8f7d\u6587\u7ae0\uff0c\u65e8\u5728\u5206\u4eab\u6709\u4ef7\u503c\u7684\u4fe1\u606f\uff0c\u7248\u6743\u5f52\u539f\u4f5c\u8005\u6240\u6709\u3002<\/p>\n<p>\u8f6c\u8f7d\u4ec5\u4e3a\u4e2a\u4eba\u5b66\u4e60\u4e0e\u4ea4\u6d41\u76ee\u7684\uff0c\u4e0d\u5bf9\u6587\u7ae0\u89c2\u70b9\u8d1f\u8d23\uff0c\u4ea6\u4e0d\u7528\u4e8e\u4efb\u4f55\u5546\u4e1a\u7528\u9014\u3002<\/p>\n<p>\u5982\u6d89\u53ca\u7248\u6743\u95ee\u9898\uff0c\u8bf7\u8054\u7cfb\u672c\u4eba\u5220\u9664\u3002<\/p>\n<\/blockquote>\n","protected":false},"excerpt":{"rendered":"<p>\u5141\u4e2d \u53d1\u81ea \u51f9\u975e\u5bfa<\/p>\n<p>GPT-5.5\u80fd\u5199\u4e13\u4e1a\u8bba\u6587\uff0cDeepSeek-V4-Pro\u80fd\u751f\u6210\u590d\u6742\u4ee3\u7801\uff0c\u5177\u8eab\u673a\u5668\u4eba\u80fd\u5b8c\u6210\u57fa\u7840\u7269\u7406\u64cd\u4f5c\uff0c\u8bed\u8a00\u667a\u80fd\u548c\u5de5\u5177\u667a\u80fd\u90fd\u5df2\u7ecf\u8dd1\u51fa\u4e86\u81ea\u5df1\u7684\u8d5b\u9053\u3002<\/p>\n<p>\u4f46\u628a\u540c\u6837\u7684AI\u653e\u8fdb\u4e00\u6b21\u5bb6\u5ead\u805a\u9910\u3001\u4e00\u573a\u56e2\u961f\u4f1a\u8bae\u3001\u4e00\u6b21\u533b\u60a3\u5bf9\u8bdd\uff0c\u5b83\u5f80\u5f80\u8868\u73b0\u5f97\u751f\u786c\u3001\u4e0d\u5408\u65f6\u5b9c\u3002<\/p>\n<p>\u4e0d\u662f\u77e5\u8bc6\u4e0d\u591f\uff0c\u662f\u201c\u8bfb\u61c2\u4eba\u5fc3\u201d\u7684\u80fd\u529b\u8fd8\u6ca1\u8ddf\u4e0a\u3002\u8fd9\u6b63\u662f\u793e\u4f1a\u5fc3\u667a\u957f\u671f\u7f3a\u5931\u5e26\u6765\u7684\u771f\u5b9e\u56f0\u5883\uff0c\u4e5f\u662f\u4ece\u201c\u4efb\u52a1\u6267\u884c\u201d\u8d70\u5411\u201c\u793e\u4f1a\u534f\u4f5c\u201d\u65f6\u5fc5\u987b\u8865\u4e0a\u7684\u4e00\u8bfe\u3002<\/p>\n","protected":false},"author":1,"featured_media":6222,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[1006,1007,1008,1009],"class_list":["post-6226","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-xwzx","tag-ai","tag-1007","tag-1008","tag-1009"],"_links":{"self":[{"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/posts\/6226","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/comments?post=6226"}],"version-history":[{"count":0,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/posts\/6226\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/media\/6222"}],"wp:attachment":[{"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/media?parent=6226"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/categories?post=6226"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/tags?post=6226"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}