{"id":40541,"date":"2025-10-24T22:05:33","date_gmt":"2025-10-24T14:05:33","guid":{"rendered":"https:\/\/17aitech.com\/?p=40541"},"modified":"2025-10-24T22:05:33","modified_gmt":"2025-10-24T14:05:33","slug":"%e8%9a%82%e8%9a%81%e5%bc%80%e6%ba%90-ring-1t%ef%bc%8c%e6%88%90%e5%b0%b1%e6%8e%a8%e7%90%86%e3%80%81%e7%bc%96%e7%a8%8b%e3%80%81%e9%80%9a%e7%94%a8%e6%99%ba%e8%83%bd%e4%b8%89%e5%86%a0%e7%8e%8b","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=40541","title":{"rendered":"\u8682\u8681\u5f00\u6e90 Ring-1T\uff0c\u6210\u5c31\u63a8\u7406\u3001\u7f16\u7a0b\u3001\u901a\u7528\u667a\u80fd\u4e09\u51a0\u738b"},"content":{"rendered":"<p>AI \u80fd\u4e0d\u80fd\u771f\u6b63\u201c\u52a8\u8111\u5b50\u201d\uff1f\u8fd9\u4e2a\u95ee\u9898\u6709\u4e86\u65b0\u7b54\u6848\u3002<\/p>\n<p>\u8682\u8681\u5f00\u6e90\u56e2\u961f\u63a8\u51fa\u7684 Ring-1T \u6a21\u578b\uff0c\u4e3a\u8fd9\u4e2a\u957f\u671f\u5b58\u5728\u7684\u7591\u95ee\u63d0\u4f9b\u4e86\u6700\u5177\u8bf4\u670d\u529b\u7684\u5b9e\u8bc1\u3002\u4e0d\u540c\u4e8e\u4ee5\u5f80\u4f9d\u8d56\u6d77\u91cf\u6570\u636e\u201c\u8bb0\u5fc6\u201d\u7b54\u6848\u7684\u8bed\u8a00\u6a21\u578b\uff0cRing-1T \u8bd5\u56fe\u8ba9 AI \u5728\u590d\u6742\u95ee\u9898\u4e2d\u771f\u6b63\u201c\u63a8\u7406\u201d\u51fa\u7b54\u6848\u3002<\/p>\n<p>\u5b83\u901a\u8fc7\u5f3a\u5316\u5b66\u4e60\u4e0e\u591a\u9636\u6bb5\u63a8\u7406\u673a\u5236\u7684\u7ed3\u5408\uff0c\u4f7f\u6a21\u578b\u80fd\u591f\u5728\u53cd\u9988\u4e2d\u4e0d\u65ad\u4fee\u6b63\u601d\u8def\u3001\u4f18\u5316\u903b\u8f91\u8def\u5f84\uff0c\u9010\u6b65\u5f62\u6210\u66f4\u7a33\u5b9a\u3001\u66f4\u63a5\u8fd1\u4eba\u7c7b\u601d\u7ef4\u7684\u63a8\u7406\u6a21\u5f0f\u3002<\/p>\n<p>\u6b63\u662f\u8fd9\u79cd\u4ece\u201c\u6a21\u4eff\u201d\u5230\u201c\u601d\u8003\u201d\u7684\u8f6c\u53d8\uff0c\u8ba9 Ring-1T \u6210\u4e3a\u5f00\u6e90 AI \u9886\u57df\u7684\u4e00\u6b21\u91cc\u7a0b\u7891\u5f0f\u7a81\u7834\u3002\u63a5\u4e0b\u6765\uff0c\u8ba9\u6211\u4eec\u770b\u770b\u8fd9\u9879\u7814\u7a76\u662f\u5982\u4f55\u5b9e\u73b0\u7684\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/10\/frc-94392d00b0e000903b07cc55f0becc81.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/10\/frc-94392d00b0e000903b07cc55f0becc81.png\"><\/a><\/p>\n<p>\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/pdf\/2510.18855<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_78 ez-toc-wrap-left-text counter-hierarchy ez-toc-counter ez-toc-light-blue ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u6587\u7ae0\u76ee\u5f55<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/17aitech.com\/?p=40541\/#%E9%80%9A%E7%94%A8%E6%99%BA%E8%83%BD%E7%9A%84%E7%81%AB%E8%8A%B1\" >\u901a\u7528\u667a\u80fd\u7684\u706b\u82b1<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/17aitech.com\/?p=40541\/#%E7%AE%97%E6%B3%95%E4%B8%8E%E7%B3%BB%E7%BB%9F%E7%9A%84%E5%85%B1%E6%8C%AF\" >\u7b97\u6cd5\u4e0e\u7cfb\u7edf\u7684\u5171\u632f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/17aitech.com\/?p=40541\/#%E5%BC%80%E6%BA%90%E6%99%BA%E8%83%BD%E7%9A%84%E4%B8%8B%E4%B8%80%E6%AD%A5\" >\u5f00\u6e90\u667a\u80fd\u7684\u4e0b\u4e00\u6b65<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%E9%80%9A%E7%94%A8%E6%99%BA%E8%83%BD%E7%9A%84%E7%81%AB%E8%8A%B1\"><\/span>\u901a\u7528\u667a\u80fd\u7684\u706b\u82b1<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u5b9e\u9a8c\u4e2d Ring-1T \u6a21\u578b\u5728\u591a\u4e2a\u9ad8\u96be\u5ea6\u63a8\u7406\u4e0e\u6570\u5b66\u57fa\u51c6\u4e0a\u8fdb\u884c\u4e86\u7cfb\u7edf\u6027\u8bc4\u4f30\uff0c\u90fd\u53d6\u5f97\u4e86\u7a81\u7834\u6027\u7684\u5b9e\u9a8c\u6210\u679c\u3002\u4f5c\u4e3a\u4e00\u4e2a\u5f00\u6e90\u7684\u4e07\u4ebf\u53c2\u6570\u601d\u8003\u578b\u6a21\u578b\uff0cRing-1T \u5206\u522b\u5728\u63a8\u7406\u3001\u6570\u5b66\u3001\u7f16\u7a0b\u53ca\u901a\u7528\u667a\u80fd\u4efb\u52a1\u4e0a\u5747\u5c55\u73b0\u51fa\u5353\u8d8a\u7684\u7efc\u5408\u80fd\u529b\u3002<\/p>\n<p>\u5728\u6570\u5b66\u63a8\u7406\u80fd\u529b\u65b9\u9762\uff0cRing-1T \u5728 AIME-2025\u4e2d\u53d6\u5f97 93.4 \u5206\u7684\u6210\u7ee9\uff0c\u63a5\u8fd1\u4eba\u7c7b\u9876\u5c16\u9009\u624b\u6c34\u5e73\uff1b\u5728 HMMT-2025 \u4e2d\u5f97\u5206 86.72\uff0c\u663e\u793a\u5176\u5728\u8de8\u9886\u57df\u6570\u5b66\u63a8\u7406\u4e0e\u9ad8\u590d\u6742\u5ea6\u903b\u8f91\u6f14\u7b97\u4e2d\u7684\u5f3a\u5927\u80fd\u529b\uff1b\u5728 IMO-2025 \u6a21\u62df\u8bc4\u6d4b\u4e2d\u8fbe\u5230\u94f6\u724c\u6c34\u5e73\uff0c\u8bc1\u660e\u6a21\u578b\u80fd\u591f\u5728\u9700\u8981\u591a\u6b65\u63a8\u7406\u4e0e\u521b\u9020\u6027\u8bc1\u660e\u7684\u95ee\u9898\u4e2d\u4fdd\u6301\u9ad8\u51c6\u786e\u7387\u548c\u7a33\u5b9a\u6027\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/10\/frc-0ae89587adff8bc4fef8fd5e2ad9d3b7.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/10\/frc-0ae89587adff8bc4fef8fd5e2ad9d3b7.png\"><\/a><\/p>\n<p>\u5728\u7f16\u7a0b\u4e0e\u7b97\u6cd5\u80fd\u529b\u4e0a\uff0c\u6a21\u578b\u5728 Codeforces \u5e73\u53f0\u6d4b\u8bd5\u4e2d\u83b7\u5f97 2088 \u5206\uff0c\u8fbe\u5230\u4eba\u7c7b\u7a0b\u5e8f\u5458\u7684\u9ad8\u6c34\u5e73\u533a\u95f4\u3002\u8fd9\u8868\u660e Ring-1T \u4e0d\u4ec5\u80fd\u591f\u7406\u89e3\u7b97\u6cd5\u903b\u8f91\uff0c\u8fd8\u80fd\u5728\u6709\u9650\u65f6\u95f4\u5185\u751f\u6210\u9ad8\u6548\u3001\u53ef\u6267\u884c\u7684\u4ee3\u7801\uff0c\u5177\u5907\u826f\u597d\u7684\u7b97\u6cd5\u590d\u6742\u5ea6\u63a7\u5236\u4e0e\u95ee\u9898\u5206\u89e3\u80fd\u529b\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/10\/frc-016ff088f618e2267d0f6f0278516f91.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/10\/frc-016ff088f618e2267d0f6f0278516f91.png\"><\/a><\/p>\n<p>\u5728\u901a\u7528\u667a\u80fd\u63a8\u7406\u4efb\u52a1\u4e2d\uff0cRing-1T \u5728 ARC-AGI-v1 \u4e2d\u53d6\u5f97 55.94 \u5206\uff0c\u663e\u8457\u8d85\u8d8a\u6b64\u524d\u5f00\u6e90\u6a21\u578b\u7684\u5e73\u5747\u8868\u73b0\u3002\u8be5\u7ed3\u679c\u8868\u660e\uff0c\u6a21\u578b\u5728\u62bd\u8c61\u6a21\u5f0f\u8bc6\u522b\u3001\u601d\u7ef4\u8fc1\u79fb\u4e0e\u591a\u6b65\u8ba4\u77e5\u63a8\u7406\u65b9\u9762\u5177\u5907\u63a5\u8fd1\u901a\u7528\u4eba\u5de5\u667a\u80fd\u7684\u6f5c\u529b\u3002<\/p>\n<p>\u603b\u4f53\u800c\u8a00\uff0cRing-1T \u5728\u5404\u9879\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u8868\u73b0\u51fa\u4f18\u5f02\u7684\u7a33\u5b9a\u6027\u4e0e\u4e00\u81f4\u6027\uff0c\u5c24\u5176\u5728\u590d\u6742\u63a8\u7406\u4e0e\u591a\u6b65\u903b\u8f91\u4efb\u52a1\u4e2d\u672a\u51fa\u73b0\u663e\u8457\u6027\u80fd\u9000\u5316\u3002\u4e0e\u6b64\u524d\u4e3b\u8981\u505c\u7559\u5728\u767e\u4ebf\u6216\u5343\u4ebf\u53c2\u6570\u89c4\u6a21\u7684\u5f00\u6e90\u6a21\u578b\u76f8\u6bd4\uff0cRing-1T \u5728\u6570\u5b66\u3001\u63a8\u7406\u4e0e\u7b97\u6cd5\u4efb\u52a1\u4e0a\u5168\u9762\u5237\u65b0\u4e86\u5f00\u6e90\u6a21\u578b\u7684\u6027\u80fd\u4e0a\u9650\uff0c\u6210\u4e3a\u65b0\u4e00\u4ee3\u5f00\u6e90\u601d\u8003\u578b\u6a21\u578b\u7684\u6027\u80fd\u57fa\u51c6\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/10\/frc-d069c0ca2f7d38e73ff4f92e7ef32675.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/10\/frc-d069c0ca2f7d38e73ff4f92e7ef32675.png\"><\/a><\/p>\n<p>\u5b9e\u9a8c\u7ed3\u679c\u8fd8\u8868\u660e\uff0c\u8be5\u6a21\u578b\u7684\u9ad8\u6027\u80fd\u5f97\u76ca\u4e8e\u8bba\u6587\u63d0\u51fa\u7684\u4e09\u9879\u5173\u952e\u6280\u672f\uff1a<\/p>\n<p>IcePop \u65e8\u5728\u63d0\u5347\u5f3a\u5316\u5b66\u4e60\u8bad\u7ec3\u7684\u7a33\u5b9a\u6027\uff0c\u89e3\u51b3\u8bad\u7ec3\u4e0e\u63a8\u7406\u5206\u5e03\u4e0d\u4e00\u81f4\u7684\u95ee\u9898\u3002\u5b83\u901a\u8fc7\u52a8\u6001\u7ea6\u675f\u4e0e\u68af\u5ea6\u526a\u5207\uff0c\u9650\u5236\u9ad8\u71b5\u6837\u672c\u7684\u5f71\u54cd\uff0c\u5e76\u81ea\u9002\u5e94\u8c03\u6574\u6e29\u5ea6\u53c2\u6570\uff0c\u4f7f\u6a21\u578b\u5728\u4fdd\u6301\u63a2\u7d22\u6027\u7684\u540c\u65f6\u66f4\u7a33\u5b9a\u6536\u655b\uff0c\u4ece\u800c\u63d0\u9ad8\u63a8\u7406\u9636\u6bb5\u7684\u53ef\u9760\u6027\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/10\/frc-d849028cf8ec65b484e459aff0f7032a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/10\/frc-d849028cf8ec65b484e459aff0f7032a.png\"><\/a><\/p>\n<p>C3PO++ \u4e13\u6ce8\u4e8e\u63d0\u5347\u957f\u5e8f\u5217\u63a8\u7406\u548c\u5927\u89c4\u6a21 rollout \u7684\u6548\u7387\u3002\u8be5\u65b9\u6cd5\u91c7\u7528\u52a8\u6001\u5206\u533a\u548c token \u9884\u7b97\u673a\u5236\uff0c\u5c06\u63a8\u7406\u8fc7\u7a0b\u5212\u5206\u4e3a\u591a\u4e2a\u5c0f\u6279\u6b21\uff0c\u5e76\u5229\u7528\u6301\u4e45\u5316\u7f13\u51b2\u533a\u7eed\u4f20\u672a\u5b8c\u6210\u4efb\u52a1\uff0c\u6709\u6548\u63d0\u5347 GPU \u5229\u7528\u7387\u548c\u6574\u4f53\u8bad\u7ec3\u541e\u5410\u91cf\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/10\/frc-c8a7b6be2797f0b74ec8d7fab0422c66.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/10\/frc-c8a7b6be2797f0b74ec8d7fab0422c66.png\"><\/a><\/p>\n<p>\u800c ASystem \u5219\u662f\u652f\u6491\u4e07\u4ebf\u53c2\u6570\u5f3a\u5316\u5b66\u4e60\u7684\u5206\u5e03\u5f0f\u67b6\u6784\u3002\u5b83\u6574\u5408\u7edf\u4e00\u7684\u8bad\u7ec3\u4e0e\u63a8\u7406\u8fd0\u884c\u65f6\u3001\u9ad8\u6548\u7684\u663e\u5b58\u7ba1\u7406\u3001\u5feb\u901f\u7684\u53c2\u6570\u540c\u6b65\u4ee5\u53ca\u5b89\u5168\u7684\u9694\u79bb\u6267\u884c\u73af\u5883\uff0c\u4f7f\u5927\u89c4\u6a21\u6a21\u578b\u8bad\u7ec3\u5177\u5907\u66f4\u9ad8\u7684\u5e76\u884c\u6027\u3001\u7a33\u5b9a\u6027\u4e0e\u5bb9\u9519\u6027\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E7%AE%97%E6%B3%95%E4%B8%8E%E7%B3%BB%E7%BB%9F%E7%9A%84%E5%85%B1%E6%8C%AF\"><\/span>\u7b97\u6cd5\u4e0e\u7cfb\u7edf\u7684\u5171\u632f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u8bba\u6587\u4e2d\u4f53\u73b0\u7684\u5b9e\u9a8c\u8fc7\u7a0b\uff0c\u4e3b\u8981\u4ee5 Ring-1T \u601d\u8003\u578b\u6a21\u578b \u4e3a\u7814\u7a76\u5bf9\u8c61\uff0c\u7814\u7a76\u4eba\u5458\u8bbe\u8ba1\u4e86\u5206\u9636\u6bb5\u7684\u8bad\u7ec3\u4f53\u7cfb\uff0c\u5305\u62ec \u76d1\u7763\u5fae\u8c03\uff08SFT\uff09\u3001\u63a8\u7406\u5f3a\u5316\u5b66\u4e60\uff08Reasoning RL\uff09 \u548c \u901a\u7528\u5f3a\u5316\u5b66\u4e60\uff08General RL\uff09\u3002\u7814\u7a76\u7684\u4e3b\u8981\u7a81\u7834\u96c6\u4e2d\u5728\u540e\u4e24\u4e2a\u9636\u6bb5\uff0c\u901a\u8fc7\u5f15\u5165 IcePop\u3001C3PO++ \u4e0e ASystem \u7b49\u65b9\u6cd5\uff0c\u5b9e\u73b0\u4e86\u5728\u5927\u89c4\u6a21\u5f3a\u5316\u5b66\u4e60\u4e2d\u7684\u7a33\u5b9a\u8bad\u7ec3\u4e0e\u9ad8\u6548\u63a8\u7406\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/10\/frc-7856ca6e6d9c3cdff5ed4e3e0e34a10d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/10\/frc-7856ca6e6d9c3cdff5ed4e3e0e34a10d.png\"><\/a><\/p>\n<p>\u5b9e\u9a8c\u4e2d\uff0cRing-1T \u6a21\u578b\u7684\u8bad\u7ec3\u8fc7\u7a0b\u7ecf\u8fc7\u7cbe\u5fc3\u8bbe\u8ba1\uff0c\u4ee5\u5728\u4e07\u4ebf\u53c2\u6570\u89c4\u6a21\u4e0b\u540c\u65f6\u4fdd\u8bc1\u7a33\u5b9a\u6027\u548c\u6548\u7387\u3002\u56e2\u961f\u5728\u8bad\u7ec3\u65f6\u91c7\u7528 AdamW \u4f18\u5316\u5668\uff0c\u5176\u8d85\u53c2\u6570\u8bbe\u5b9a\u4e3a \u03b2\u2081=0.9\u3001\u03b2\u2082=0.999\uff0c\u6743\u91cd\u8870\u51cf\u4e3a 0.01\uff1b\u540c\u65f6\u56fa\u5b9a\u4e86 MoE\u8def\u7531\u5668\u7684\u504f\u7f6e\u9879\uff0c\u4ee5\u4fdd\u6301\u53c2\u6570\u66f4\u65b0\u7684\u7a33\u5b9a\u3002\u63a8\u7406\u4e0e\u91c7\u6837\u9636\u6bb5\u7684\u8bbe\u7f6e\u5728\u4e24\u4e2a\u5f3a\u5316\u5b66\u4e60\u9636\u6bb5\u4e2d\u4fdd\u6301\u4e00\u81f4\uff0cKL \u7cfb\u6570\u8bbe\u4e3a 0.0\uff0c\u91c7\u6837\u6e29\u5ea6\u4e3a 1.0\uff0c\u4ee5\u51cf\u5c11\u8bad\u7ec3\u9636\u6bb5\u4e0e\u63a8\u7406\u9636\u6bb5\u5206\u5e03\u4e0d\u4e00\u81f4\u5e26\u6765\u7684\u504f\u5dee\u3002<\/p>\n<p>\u5728\u5f3a\u5316\u5b66\u4e60\u9636\u6bb5\uff0cRing-1T \u7684\u6027\u80fd\u63d0\u5347\u4e3b\u8981\u4f9d\u8d56\u4e24\u9879\u5173\u952e\u6280\u672f\uff1aIcePop \u548c C3PO++\u3002\u5176\u4e2d\uff0cIcePop \u7684\u76ee\u6807\u662f\u8ba9\u8bad\u7ec3\u8fc7\u7a0b\u66f4\u52a0\u7a33\u5b9a\uff0c\u907f\u514d\u6a21\u578b\u5728\u8bad\u7ec3\u548c\u63a8\u7406\u9636\u6bb5\u51fa\u73b0\u8868\u73b0\u4e0d\u4e00\u81f4\u7684\u60c5\u51b5\u3002<\/p>\n<p>\u7b80\u5355\u6765\u8bf4\uff0c\u5b83\u4f1a\u5728\u6bcf\u6b21\u66f4\u65b0\u6a21\u578b\u53c2\u6570\u65f6\uff0c\u5bf9\u4e0d\u7a33\u5b9a\u6216\u5f02\u5e38\u7684\u6837\u672c\u8fdb\u884c\u201c\u7b5b\u9009\u201d\u548c\u201c\u524a\u5f31\u201d\u3002\u5177\u4f53\u505a\u6cd5\u662f\uff1a\u8ba1\u7b97\u8bad\u7ec3\u9636\u6bb5\u4e0e\u63a8\u7406\u9636\u6bb5\u4e4b\u95f4\u7684\u6982\u7387\u5dee\u5f02\uff0c\u5982\u679c\u67d0\u4e2a token \u7684\u6982\u7387\u504f\u79bb\u592a\u5927\uff0c\u5c31\u4f1a\u88ab\u90e8\u5206\u201c\u63a9\u76d6\u201d\u6216\u964d\u4f4e\u6743\u91cd\u3002\u8fd9\u6837\u53ef\u4ee5\u9632\u6b62\u6a21\u578b\u5728\u8bad\u7ec3\u4e2d\u56e0\u4e3a\u6781\u7aef\u6837\u672c\u800c\u4ea7\u751f\u5267\u70c8\u6ce2\u52a8\u3002<\/p>\n<p>\u9664\u6b64\u4e4b\u5916\uff0cIcePop \u91c7\u7528\u4e86\u53c2\u6570 \u03b1=0.5\u3001\u03b2=5.0 \u7684\u8303\u56f4\uff0c\u4e5f\u5c31\u662f\u53ea\u8ba9\u6982\u7387\u6bd4\u503c\u5904\u4e8e [0.5, 5.0] \u7684\u6837\u672c\u53c2\u4e0e\u4f18\u5316\u3002\u7814\u7a76\u4eba\u5458\u8fd8\u6d4b\u8bd5\u4e86\u4e0d\u540c\u8303\u56f4\u7684\u914d\u7f6e\uff08\u5982 [0.5, 2.0]\u3001[0.4, 5.0]\uff09\uff0c\u7ed3\u679c\u8868\u660e\u9ed8\u8ba4\u53c2\u6570\u5728\u8bad\u7ec3\u7a33\u5b9a\u6027\u4e0e\u6027\u80fd\u4e4b\u95f4\u8fbe\u5230\u4e86\u5e73\u8861\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/10\/frc-1304fe53b7510e0632a50c7995d950df.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/10\/frc-1304fe53b7510e0632a50c7995d950df.png\"><\/a><\/p>\n<p>\u800c\u4e4b\u540e\u7684 C3PO++ \u5219\u8d1f\u8d23\u4f18\u5316 rollout \u8fc7\u7a0b\uff0c\u4f7f\u8bad\u7ec3\u5728\u5927\u89c4\u6a21\u5206\u5e03\u5f0f\u73af\u5883\u4e0b\u66f4\u52a0\u9ad8\u6548\uff0c\u7279\u522b\u662f\u5728\u5904\u7406\u8d85\u957f\u5e8f\u5217\u65f6\u3002\u4f20\u7edf\u65b9\u6cd5\u5728\u9047\u5230\u5f88\u957f\u7684\u63a8\u7406\u6837\u672c\u65f6\u4f1a\u62d6\u6162\u6574\u4e2a\u8bad\u7ec3\u8fdb\u7a0b\uff0c\u800c C3PO++ \u901a\u8fc7\u201c\u5206\u6bb5\u8bad\u7ec3\u201d\u548c\u201c\u5e76\u884c\u7eed\u4f20\u201d\u7684\u65b9\u5f0f\u89e3\u51b3\u4e86\u8fd9\u4e2a\u95ee\u9898\u3002<\/p>\n<p>\u5b83\u8bbe\u7f6e\u4e86\u4e00\u4e2a token \u9884\u7b97\uff08\u03a6\uff09\uff0c\u5f53\u751f\u6210\u7684 token \u6570\u8fbe\u5230\u9884\u7b97\u4e0a\u9650\u65f6\uff0c\u5c31\u4f1a\u7acb\u5373\u89e6\u53d1\u4e00\u6b21\u66f4\u65b0\u3002\u7cfb\u7edf\u5206\u4e3a\u4e24\u4e2a\u6c60\u5b50\uff1a\u63a8\u7406\u6c60\uff08P_infer\uff09 \u4e0d\u65ad\u751f\u6210\u65b0\u6837\u672c\uff0c\u8bad\u7ec3\u6c60\uff08Q_train\uff09 \u6536\u96c6\u5df2\u7ecf\u751f\u6210\u5b8c\u6210\u7684\u6837\u672c\u5e76\u8fdb\u884c\u66f4\u65b0\uff0c\u8fd9\u6837\u63a8\u7406\u548c\u8bad\u7ec3\u5c31\u53ef\u4ee5\u540c\u65f6\u8fdb\u884c\u3002<\/p>\n<p>\u4e3a\u4e86\u9632\u6b62\u67d0\u4e9b\u7279\u522b\u957f\u7684\u5e8f\u5217\u5360\u7528\u8d44\u6e90\uff0cC3PO++ \u8fd8\u7ed9\u6bcf\u4e2a\u6837\u672c\u8bbe\u5b9a\u4e86\u4e00\u4e2a \u4fdd\u7559\u671f\uff08\u03c3\uff09\uff0c\u8d85\u65f6\u672a\u5b8c\u6210\u7684\u6837\u672c\u4f1a\u88ab\u6e05\u9664\u3002\u800c\u90a3\u4e9b\u8fd8\u6ca1\u751f\u6210\u5b8c\u7684\u6837\u672c\u5219\u4f1a\u5728\u4e0b\u4e00\u8f6e\u7ee7\u7eed\u751f\u6210\uff08\u5373\u201c\u8de8\u8fed\u4ee3\u7eed\u4f20\u201d\uff09\u3002\u901a\u8fc7\u8fd9\u4e9b\u673a\u5236\uff0cC3PO++ \u80fd\u8ba9\u8bad\u7ec3\u8fc7\u7a0b\u66f4\u52a0\u6d41\u7545\u9ad8\u6548\uff0c\u4e0d\u4f1a\u56e0\u4e3a\u4e2a\u522b\u957f\u6837\u672c\u5361\u4f4f\u6574\u4e2a\u7cfb\u7edf\u3002<\/p>\n<p>\u603b\u4f53\u6765\u8bf4\uff0cIcePop \u8ba9\u8bad\u7ec3\u66f4\u7a33\uff0cC3PO++ \u8ba9\u8bad\u7ec3\u66f4\u5feb\uff0c\u4e24\u8005\u7ed3\u5408\uff0c\u4f7f Ring-1T \u80fd\u5728\u4e07\u4ebf\u53c2\u6570\u89c4\u6a21\u4e0b\u4fdd\u6301\u9ad8\u6548\u3001\u7a33\u5b9a\u7684\u5f3a\u5316\u5b66\u4e60\u8868\u73b0\u3002<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/10\/frc-20c36aa31e65d0d420503c01a8de76d7.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/10\/frc-20c36aa31e65d0d420503c01a8de76d7.png\"><\/a><\/p>\n<p>\u9664\u6b64\u4e4b\u5916\uff0c\u4e3a\u4e86\u8ba9\u4e07\u4ebf\u53c2\u6570\u7684 Ring-1T \u6a21\u578b\u80fd\u591f\u9ad8\u6548\u7a33\u5b9a\u5730\u8fdb\u884c\u8bad\u7ec3\uff0c\u7814\u7a76\u56e2\u961f\u8fd8\u4e13\u95e8\u8bbe\u8ba1\u4e86\u4e00\u4e2a\u5206\u5e03\u5f0f\u5f3a\u5316\u5b66\u4e60\u7cfb\u7edf\u2014\u2014 ASystem\u3002\u5b83\u7684\u6838\u5fc3\u76ee\u6807\u662f\uff1a\u5728\u6d77\u91cf GPU \u548c\u8d85\u5927\u6a21\u578b\u7684\u6761\u4ef6\u4e0b\uff0c\u8ba9\u8bad\u7ec3\u3001\u63a8\u7406\u548c\u53c2\u6570\u66f4\u65b0\u80fd\u591f\u540c\u65f6\u3001\u9ad8\u6548\u5730\u8fdb\u884c\uff0c\u800c\u4e0d\u4f1a\u56e0\u4e3a\u7cfb\u7edf\u74f6\u9888\u5bfc\u81f4\u4e2d\u65ad\u6216\u6548\u7387\u4e0b\u964d\u3002<\/p>\n<p>ASystem \u91c7\u7528\u4e00\u79cd\u53eb SingleController + SPMD \u7684\u5e76\u884c\u67b6\u6784\u3002\u7b80\u5355\u6765\u8bf4\uff0c\u5c31\u662f\u7528\u4e00\u4e2a\u4e2d\u592e\u63a7\u5236\u5668\u6765\u7edf\u4e00\u8c03\u5ea6\u6210\u5343\u4e0a\u4e07\u7684\u8ba1\u7b97\u8282\u70b9\uff0c\u8ba9\u6bcf\u4e2a\u8282\u70b9\u90fd\u6267\u884c\u76f8\u540c\u7684\u8bad\u7ec3\u6d41\u7a0b\uff0c\u4ece\u800c\u4fdd\u8bc1\u5168\u7cfb\u7edf\u7684\u540c\u6b65\u4e0e\u9ad8\u6548\u534f\u4f5c\u3002<\/p>\n<p>\u6574\u4e2a\u7cfb\u7edf\u7531\u56db\u4e2a\u4e3b\u8981\u6a21\u5757\u7ec4\u6210\uff1a<\/p>\n<p>Hybrid Runtime\uff1a\u8fd9\u662f\u8bad\u7ec3\u548c\u63a8\u7406\u7684\u7edf\u4e00\u6267\u884c\u73af\u5883\uff0c\u8d1f\u8d23\u540c\u65f6\u7ba1\u7406\u6a21\u578b\u8bad\u7ec3\u548c\u6a21\u578b\u6d4b\u8bd5\u7684\u8ba1\u7b97\u4efb\u52a1\uff0c\u907f\u514d\u4e0d\u540c\u7cfb\u7edf\u4e4b\u95f4\u53cd\u590d\u4f20\u8f93\u6570\u636e\u3002<\/p>\n<p>AMem\uff1a\u8d1f\u8d23 GPU \u663e\u5b58\u7684\u7ba1\u7406\u548c\u6570\u636e\u4f20\u8f93\u3002\u5b83\u53ef\u4ee5\u5728\u4e0d\u540c\u663e\u5361\u4e4b\u95f4\u5207\u6362\u5185\u5b58\u3001\u4f7f\u7528\u591a\u6761\u6570\u636e\u901a\u9053\u4f20\u8f93\u4fe1\u606f\uff0c\u5e76\u901a\u8fc7\u5171\u4eab\u5185\u5b58\u6c60\u51cf\u5c11\u663e\u5b58\u5360\u7528\uff0c\u4ece\u800c\u652f\u6301\u66f4\u5927\u7684\u6279\u91cf\u8bad\u7ec3\u800c\u4e0d\u4f1a\u5d29\u6e83\u3002<\/p>\n<p>AState\uff1a\u8d1f\u8d23\u5728\u4e0d\u540c\u8ba1\u7b97\u8282\u70b9\u4e4b\u95f4\u540c\u6b65\u6a21\u578b\u53c2\u6570\u3002\u5b83\u91c7\u7528\u70b9\u5bf9\u70b9\uff08P2P\uff09\u7684\u9ad8\u6548\u4f20\u8f93\u65b9\u5f0f\uff0c\u53ea\u540c\u6b65\u5fc5\u8981\u7684\u90e8\u5206\uff0c\u80fd\u5728\u5927\u7ea6 10 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