{"id":8317,"date":"2026-05-18T23:20:32","date_gmt":"2026-05-18T15:20:32","guid":{"rendered":"https:\/\/infernews.com\/blog\/official-code-repository-for-nudgerl\/"},"modified":"2026-05-18T23:20:32","modified_gmt":"2026-05-18T15:20:32","slug":"official-code-repository-for-nudgerl","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/official-code-repository-for-nudgerl\/","title":{"rendered":"NudgeRL\uff1a\u7528\u66f4\u8070\u660e\u65b9\u5f0f\u8a13\u7df4\u6578\u5b78\u63a8\u7406"},"content":{"rendered":"<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/05\/pasted-8352508a93e0.jpg\" alt=\"Repository image for tally0818\/NudgeRL\"><\/figure>\n<p>\u5982\u679c\u4f60\u6709\u7559\u610f\u8fd1\u5e74\u5927\u8a9e\u8a00\u6a21\u578b\u9ede\u6a23\u7df4\u7fd2\u6578\u5b78\u984c\uff0cNudgeRL\u7b97\u4fc2\u4e00\u500b\u5e7e\u6709\u65b9\u5411\u611f\u7684\u7814\u7a76\u578b\u5c08\u6848\u3002\u4f62\u4e3b\u8981\u91dd\u5c0d\u4e00\u500b\u5e38\u898b\u554f\u984c\uff1a\u6a21\u578b\u5514\u4fc2\u5514\u52aa\u529b\uff0c\u800c\u4fc2\u597d\u591a\u6642\u53ea\u6703\u55ba\u81ea\u5df1\u719f\u6089\u7684\u89e3\u984c\u8def\u7dda\u5165\u9762\u6253\u8f49\uff0c\u7d50\u679c\u8981\u9760\u5927\u91cf\u91cd\u8907\u62bd\u6a23\u5148\u649e\u5230\u66f4\u597d\u7b54\u6848\u3002<\/p>\n<p>NudgeRL\u7684\u505a\u6cd5\u5514\u4fc2\u4e00\u5473\u52a0\u5927\u904b\u7b97\u91cf\uff0c\u800c\u4fc2\u5148\u63d0\u4f9b\u8f03\u8f15\u91cf\u7684\u300c\u7b56\u7565\u5c64\u9762\u80cc\u666f\u300d\uff0c\u5f15\u5c0e\u6a21\u578b\u7528\u5514\u540c\u601d\u8def\u5c55\u958b\u63a8\u7406\uff0c\u518d\u5c07\u7576\u4e2d\u6709\u6548\u7684\u884c\u70ba\u5b78\u8fd4\u53bb\u539f\u672c\u6a21\u578b\u3002\u7c21\u55ae\u8b1b\uff0c\u5373\u4fc2\u5148\u7540\u65b9\u5411\u53bb\u63a2\u7d22\uff0c\u518d\u5c07\u6210\u529f\u7d93\u9a57\u6574\u7406\u5438\u6536\uff0c\u5462\u9ede\u6bd4\u7d14\u7cb9\u76f2\u8a66\u66f4\u6709\u7cfb\u7d71\u3002<\/p>\n<p>\u5be6\u969b\u4e0a\u624b\u65b9\u9762\uff0c\u5462\u500b\u5132\u5b58\u5eab\u5df2\u7d93\u5206\u597d\u5e7e\u90e8\u5206\uff1a\u8cc7\u6599\u5efa\u7acb\u3001\u8a13\u7df4\u57fa\u7dda\u3001NudgeRL\u8a13\u7df4\uff0c\u540c\u57cb\u8a55\u4f30\u6d41\u7a0b\u3002\u8f03\u9069\u5408\u672c\u8eab\u5df2\u7d93\u6703\u7528 Python\u3001PyTorch\u3001CUDA \u540c vLLM \u7684\u7814\u7a76\u8005\uff1b\u5982\u679c\u4f60\u4fc2\u4e00\u822c\u958b\u767c\u8005\uff0c\u90fd\u53ef\u4ee5\u5148\u7531\u8a55\u4f30\u8173\u672c\u3001\u8cc7\u6599\u683c\u5f0f\u540c\u8a2d\u5b9a\u6a94\u5165\u624b\uff0c\u7406\u89e3\u6574\u9ad4\u6d41\u7a0b\u5148\u3002<\/p>\n<ul>\n<li>\u91dd\u5c0d\u6578\u5b78\u63a8\u7406\u4e2d\u7684\u63a2\u7d22\u4e0d\u8db3\uff0c\u800c\u5514\u4fc2\u53ea\u6c42\u66f4\u5927\u62bd\u6a23\u6578\u91cf<\/li>\n<li>\u5167\u7f6e GRPO \u540c POPE \u98a8\u683c\u57fa\u7dda\uff0c\u65b9\u4fbf\u6bd4\u8f03\u65b9\u6cd5\u5dee\u7570<\/li>\n<li>\u63d0\u4f9b DAPO-Math-17k \u76f8\u95dc\u8cc7\u6599\u5efa\u69cb\u5de5\u5177\uff0c\u5514\u4f7f\u7531\u96f6\u780c\u6d41\u7a0b<\/li>\n<li>\u8a55\u4f30\u6db5\u84cb AIME\u3001AMC23\u3001MATH500\u3001Apex Shortlist \u7b49\u6578\u5b78\u57fa\u6e96<\/li>\n<li>\u6838\u5fc3\u7279\u8272\u4fc2\u5c07\u591a\u6a23\u5316\u7b56\u7565\u63a2\u7d22\u540c\u5f8c\u7e8c\u884c\u70ba\u84b8\u993e\u7d50\u5408<\/li>\n<\/ul>\n<p>\u5982\u679c\u4f60\u60f3\u6bd4\u8f03\u76f8\u95dc\u6a21\u578b\u6216\u8a13\u7df4\u8def\u7dda\uff0c\u5462\u500b\u5c08\u6848\u6700\u76f4\u63a5\u6d89\u53ca\u7684\u5305\u62ec\u4ee5 GRPO \u70ba\u4ee3\u8868\u7684 RLVR \u65b9\u6cd5\u3001POPE \u98a8\u683c oracle-prefix \u57fa\u7dda\uff0c\u4ee5\u53ca\u53ef\u914d\u5408 Hugging Face \u6a21\u578b\u8207 LoRA adapter \u7684\u8a13\u7df4\u8a55\u4f30\u6d41\u7a0b\u3002\u6574\u9ad4\u800c\u8a00\uff0cNudgeRL\u8f03\u9069\u5408\u505a\u63a8\u7406\u589e\u5f37\u3001\u6578\u5b78\u80fd\u529b\u7814\u7a76\u3001\u5f8c\u8a13\u7df4\u65b9\u6cd5\u6bd4\u8f03\u7684\u4eba\uff1b\u5c0d\u60f3\u4e86\u89e3\u300c\u5982\u4f55\u66f4\u6709\u6548\u63a2\u7d22\u300d\u800c\u5514\u4fc2\u300c\u5982\u4f55\u5806\u66f4\u591a\u7b97\u529b\u300d\u7684\u8b80\u8005\uff0c\u5c24\u5176\u6709\u53c3\u8003\u50f9\u503c\u3002<\/p>\n<p><strong>\u7db2\u5740\uff1a<\/strong> <a href=\"https:\/\/github.com\/tally0818\/NudgeRL\" rel=\"noopener noreferrer\">https:\/\/github.com\/tally0818\/NudgeRL<\/a><\/p>\n<p><strong>\u7db2\u5740\uff1a<\/strong> <a href=\"https:\/\/arxiv.org\/pdf\/2605.15726\" rel=\"noopener noreferrer\">https:\/\/arxiv.org\/pdf\/2605.15726<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>NudgeRL\u5617\u8a66\u7528\u300c\u7b56\u7565\u63d0\u793a\u300d\u63d0\u5347\u6a21\u578b\u63a2\u7d22\u80fd\u529b\uff0c\u6e1b\u5c11\u55ae\u9760\u5927\u91cf\u8a66\u932f\u7684\u6210\u672c\u3002\u5c0d\u6578\u5b78\u63a8\u7406\u7814\u7a76\u5c24\u5176\u503c\u5f97\u7559\u610f\u3002<\/p>\n","protected":false},"author":8,"featured_media":8316,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[133,164,127,160],"tags":[],"class_list":["post-8317","post","type-post","status-publish","format-standard","hentry","category-133","category-164","category-127","category-160"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/8317","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=8317"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/8317\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/8316"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=8317"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=8317"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=8317"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}