{"id":12533,"date":"2026-09-23T06:02:50","date_gmt":"2026-09-22T22:02:50","guid":{"rendered":"https:\/\/infernews.com\/blog\/omniedu-open-foundation-models-for-learning-and-teaching\/"},"modified":"2026-09-23T06:02:50","modified_gmt":"2026-09-22T22:02:50","slug":"omniedu-open-foundation-models-for-learning-and-teaching","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/omniedu-open-foundation-models-for-learning-and-teaching\/","title":{"rendered":"OmniEdu \u628a\u8ab2\u7a0b\u7406\u89e3\u5e36\u9032 AI"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/09\/pasted-2b88e9acd32d.jpg\" alt=\"Repository image for haolpku\/Omni-Edu\"><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b78\u751f\u5361\u5728\u4e00\u9053\u984c\u76ee\u6642\uff0c\u7b54\u6848\u672c\u8eab\u672a\u5fc5\u8db3\u5920\uff0c\u771f\u6b63\u9700\u8981\u7684\u662f\u77e5\u9053\u6f0f\u4e86\u54ea\u500b\u524d\u7f6e\u6982\u5ff5\uff0c\u4ee5\u53ca\u4e0b\u4e00\u6b65\u61c9\u600e\u6a23\u5b78\u3002OmniEdu \u5c6c\u65bc\u958b\u6e90\u591a\u6a21\u614b\u6a21\u578b\u5bb6\u65cf\uff0c\u8655\u7406 K\u201312 \u5b78\u7fd2\u8207\u6559\u5b78\u6d41\u7a0b\uff0c\u5c07\u8ab2\u7a0b\u5c0d\u61c9\u3001\u89e3\u984c\u3001\u5b78\u7fd2\u8a3a\u65b7\u548c\u6559\u5b78\u652f\u63f4\u653e\u5728\u540c\u4e00\u5957\u6a21\u578b\u5167\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6a21\u578b\u4ee5 Qwen3.5-4B-Base\u3001Qwen3.5-9B-Base \u548c Qwen3.8-27B \u70ba\u57fa\u790e\uff0c\u63a8\u51fa 4B\u30019B\u300127B \u4e09\u500b checkpoint\u3002\u8a13\u7df4\u8cc7\u6599\u5305\u62ec 69,999 \u500b instruction examples\u300115.96M supervised response tokens\uff0c\u7576\u4e2d 60,951 \u500b\u5c6c\u6559\u80b2\u5c08\u7528\u8cc7\u6599\uff0c\u6db5\u84cb\u8d85\u904e 100 \u500b\u4f86\u6e90\uff1b\u6a21\u578b\u4ea6\u652f\u63f4\u5716\u7247\u7b49\u591a\u6a21\u614b\u8f38\u5165\uff0c\u80fd\u628a\u554f\u984c\u3001\u77e5\u8b58\u9ede\u3001\u5e74\u7d1a\u3001\u5148\u4fee\u95dc\u4fc2\u548c\u8ab2\u7a0b\u8b49\u64da\u9023\u7e6b\u8d77\u4f86\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u53ef\u4e0b\u8f09\u7684\u6b0a\u91cd\u548c\u8cc7\u6599\u96c6\u9069\u5408\u6559\u80b2\u7814\u7a76\u5718\u968a\u3001\u6559\u6750\u5e73\u53f0\uff0c\u4ee5\u53ca\u9700\u8981\u672c\u5730\u6a21\u578b\u4f5c\u5b78\u7fd2\u5206\u6790\u7684\u958b\u767c\u8005\uff1b4B \u8f03\u9069\u5408\u672c\u5730\u8a66\u9a57\uff0c9B \u548c 27B \u5247\u63d0\u4f9b\u66f4\u9ad8\u80fd\u529b\u4f46\u9700\u8981\u66f4\u591a\u786c\u4ef6\u8cc7\u6e90\u3002\u6a21\u578b\u53ef\u900f\u904e Transformers \u6216 vLLM \u57f7\u884c\uff0c\u516c\u958b\u914d\u7f6e\u4f7f\u7528 <code>Qwen3_5ForConditionalGeneration<\/code>\uff0c\u8a13\u7df4\u5e8f\u5217\u9577\u5ea6\u70ba 32,768 tokens\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>OmniEdu-27B \u5728 16 \u500b\u6a21\u578b\u6bd4\u8f03\u4e2d\uff0c\u53d6\u5f97 K12-Bench EM 63.12% \u548c F1 76.69%\uff0c\u5169\u9805\u5747\u5217\u7b2c\u4e00\u3002<\/li>\n<li>OmniEdu-27B \u5728 MathFish \u9054 85.89% \u6e96\u78ba\u7387\uff0c\u4e26\u53d6\u5f97 LongTutor 3.02 \u6559\u5b78\u5206\u6578\u3002<\/li>\n<li>EDUMATH MaC \u70ba 86.95%\uff0cMathTutorBench Scaffold win rate \u70ba 78.74%\uff0c\u5169\u9805\u5747\u5217\u7b2c\u4e8c\u3002<\/li>\n<li>\u6a21\u578b\u7684\u5dee\u7570\u4e0d\u53ea\u5728\u7b54\u5c0d\u984c\u76ee\uff0c\u800c\u662f\u5617\u8a66\u5224\u65b7\u8aa4\u89e3\u3001\u7f3a\u5931\u7684\u5148\u4fee\u77e5\u8b58\uff0c\u518d\u9078\u64c7\u63d0\u793a\u3001\u5f15\u5c0e\u554f\u984c\u3001\u8907\u7fd2\u6216\u89e3\u91cb\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">OmniEdu \u7684\u53d6\u6368\u4e5f\u5f88\u76f4\u63a5\uff1a\u5168\u53c3\u6578 supervised fine-tuning \u548c\u9577\u5e8f\u5217\u8a13\u7df4\u6709\u52a9\u6574\u5408\u6559\u80b2\u60c5\u5883\uff0c\u4f46 27B checkpoint \u5c0d\u786c\u4ef6\u8981\u6c42\u8f03\u9ad8\uff0c\u6a21\u578b\u7684\u6559\u5b78\u5224\u65b7\u4ea6\u61c9\u914d\u5408\u6559\u5e2b\u5be9\u6838\u3002\u5c0d\u53ea\u9700\u8981\u4e00\u822c\u554f\u7b54\u7684\u5de5\u4f5c\u6d41\u7a0b\uff0c\u5b83\u53ef\u80fd\u904e\u65bc\u5c08\u9580\uff1b\u5c0d\u91cd\u8996\u8ab2\u7a0b\u5c0d\u9f4a\u548c\u500b\u5225\u5b78\u7fd2\u652f\u63f4\u7684\u5718\u968a\uff0c\u516c\u958b\u6b0a\u91cd\u8207\u8cc7\u6599\u96c6\u5247\u63d0\u4f9b\u4e86\u53ef\u6aa2\u67e5\u3001\u53ef\u5ef6\u4f38\u7684\u8d77\u9ede\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/haolpku.github.io\/Omni-Edu\/\" rel=\"noopener noreferrer\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a> \u00b7 <a href=\"https:\/\/github.com\/haolpku\/Omni-Edu\" rel=\"noopener noreferrer\"><strong>GitHub<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>OmniEdu \u4e0d\u53ea\u56de\u7b54\u984c\u76ee\uff0c\u9084\u6703\u5c0d\u7167\u8ab2\u7a0b\u3001\u8a3a\u65b7\u5b78\u7fd2\u7f3a\u53e3\uff0c\u518d\u6c7a\u5b9a\u4e0b\u4e00\u6b65\u61c9\u7d66\u63d0\u793a\u3001\u63d0\u554f\u6216\u8b1b\u89e3\u3002<\/p>\n","protected":false},"author":8,"featured_media":12532,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"wpai_generated_summary":"","footnotes":""},"categories":[133,195,76,119,127,30,27,199],"tags":[],"class_list":["post-12533","post","type-post","status-publish","format-standard","hentry","category-133","category-195","category-76","category-119","category-127","category-image","category-paper","category-dataset-"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/12533","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=12533"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/12533\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/12532"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=12533"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=12533"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=12533"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}