{"id":9119,"date":"2026-06-15T18:01:57","date_gmt":"2026-06-15T10:01:57","guid":{"rendered":"https:\/\/infernews.com\/blog\/official-repository-of-orchestra-o1-omnimodal-agent-orchestration\/"},"modified":"2026-06-15T19:23:42","modified_gmt":"2026-06-15T11:23:42","slug":"official-repository-of-orchestra-o1-omnimodal-agent-orchestration","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/official-repository-of-orchestra-o1-omnimodal-agent-orchestration\/","title":{"rendered":"Orchestra-o1\uff1a\u591a\u667a\u80fd\u9ad4\u5354\u4f5c\u6846\u67b6\u62c6\u89e3\u8907\u96dc\u591a\u6a21\u614b\u4efb\u52d9"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/06\/pasted-c77dbce8ef4e.jpg\" alt=\"Orchestra-o1 Framework\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Orchestra-o1 \u7531\u9999\u6e2f\u4e2d\u6587\u5927\u5b78\uff08CUHK\uff09\u8a08\u7b97\u6a5f\u79d1\u5b78\u8207\u5de5\u7a0b\u5b78\u7cfb\u7684 Fan Zhang \u9818\u929c\uff0c\u806f\u540c\u5317\u4eac\u5927\u5b78\u3001\u6e05\u83ef\u5927\u5b78\u3001\u540c\u6fdf\u5927\u5b78\u53ca LIGHTSPEED \u5718\u968a\u5171\u540c\u958b\u767c\u3002\u6a21\u578b\u6b0a\u91cd\u540c\u6b65\u958b\u6e90\u65bc Hugging Face\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u500b\u9805\u76ee\u7684\u5b9a\u4f4d\u662f<strong>\u591a\u667a\u80fd\u9ad4\u5354\u4f5c\u6846\u67b6<\/strong>\uff0c\u91dd\u5c0d\u6587\u5b57\u3001\u5716\u50cf\u3001\u97f3\u8a0a\u3001\u5f71\u7247\u4e26\u5b58\u7684\u300c\u5168\u6a21\u614b\u300d\uff08omnimodal\uff09\u5834\u666f\uff0c\u81ea\u52d5\u628a\u8907\u96dc\u4efb\u52d9\u62c6\u89e3\u6210\u591a\u500b\u5b50\u4efb\u52d9\uff0c\u518d\u5206\u914d\u7d66\u5c08\u8cac\u7684 SubAgent \u57f7\u884c\u3002MainAgent \u8ca0\u8cac\u898f\u5283\u8207\u5354\u8abf\uff0cSubAgent \u5247\u914d\u5099\u641c\u5c0b\u3001\u57f7\u884c\u7a0b\u5f0f\u78bc\u3001\u5f71\u97f3\u5206\u6790\u7b49\u5de5\u5177\u7368\u7acb\u904b\u4f5c\uff0c\u7368\u7acb\u5b50\u4efb\u52d9\u53ef\u540c\u6b65\u57f7\u884c\u4ee5\u63d0\u5347\u6548\u7387\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u91cd\u9ede\u6458\u8981\uff1a<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5c64\u7d1a\u5f0f\u67b6\u69cb<\/strong>\uff1aMainAgent \u7d71\u7c4c\u62c6\u89e3\u4efb\u52d9\uff0cSubAgent \u5404\u53f8\u5176\u8077\uff0c\u907f\u514d\u55ae\u4e00\u6a21\u578b\u75b2\u65bc\u61c9\u4ed8\u591a\u6a21\u614b\u8f38\u5165\u3002<\/li>\n\n\n\n<li><strong>\u5e73\u884c\u57f7\u884c<\/strong>\uff1a\u7121\u4f9d\u8cf4\u7684\u5b50\u4efb\u52d9\u540c\u6b65\u9032\u884c\uff0c\u52a0\u5feb\u6574\u9ad4\u8655\u7406\u901f\u5ea6\u3002<\/li>\n\n\n\n<li><strong>DA-GRPO \u8a13\u7df4\u6cd5<\/strong>\uff1a\u4ee5 Qwen3-8B \u70ba\u57fa\u790e\uff0c\u642d\u914d Decision-Aligned Group Relative Policy Optimization \u8207 LLM-as-judge \u734e\u52f5\u6a5f\u5236\u5fae\u8abf\u3002<\/li>\n\n\n\n<li><strong>OmniGAIA \u8868\u73fe<\/strong>\uff1a\u5728 OmniGAIA \u57fa\u6e96\u6e2c\u8a66\u53d6\u5f97 72.8% \u6e96\u78ba\u7387\uff0c\u9818\u5148\u7b2c\u4e8c\u540d 10.3 \u500b\u767e\u5206\u9ede\u3002<\/li>\n\n\n\n<li><strong>\u958b\u6e90\u751f\u614b<\/strong>\uff1a\u57fa\u65bc Python 3.10+ \u8207 verl \u6846\u67b6\uff0c\u8a13\u7df4\u9700 8 \u5f35 H20 (96GB) GPU \u55ae\u7bc0\u9ede\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Orchestra-o1 \u7684\u5275\u65b0\u5728\u65bc\u628a\u300c\u6a21\u614b\u611f\u77e5\u62c6\u89e3\u300d\u8207\u300c\u7dda\u4e0a\u5b50\u667a\u80fd\u9ad4\u7279\u5316\u300d\u7d50\u5408\uff0c\u8b93\u591a\u6a21\u614b\u5354\u8abf\u4e0d\u518d\u4f9d\u8cf4\u7dda\u6027\u6d41\u7a0b\u3002\u9069\u5408\u9700\u8981\u8655\u7406\u591a\u5a92\u9ad4\u8cc7\u8a0a\u7684\u7814\u7a76\u5718\u968a\u3001Agent \u958b\u767c\u8005\uff0c\u4ee5\u53ca\u95dc\u6ce8 Computer-use agents\uff08CUAs\uff09\u8207\u591a\u6a21\u614b\u6a21\u578b\u61c9\u7528\u7684\u5de5\u7a0b\u5e2b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6548\u80fd\u65b9\u9762\uff0c\u4f5c\u8005\u5c07 Orchestra-o1-8B \u5b9a\u4f4d\u70ba\u540c\u985e\u958b\u6e90\u5168\u6a21\u614b\u4ee3\u7406\u4e2d\u6700\u5148\u9032\uff08SOTA\uff09\uff0c\u540c\u6642\u5728\u5546\u7528\u6a21\u578b\uff08\u4f8b\u5982 GPT-5\uff09\u63a8\u7406\u8173\u672c\u4e2d\u4ea6\u63d0\u4f9b\u6574\u5408\uff0c\u65b9\u4fbf\u7814\u7a76\u4eba\u54e1\u6bd4\u8f03\u958b\u6e90\u8207\u9589\u6e90\u8def\u7dda\u7684\u5dee\u8ddd\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>GitHub\uff1a<\/strong> <a href=\"https:\/\/github.com\/zfkarl\/Orchestra-o1\" rel=\"noopener noreferrer\">https:\/\/github.com\/zfkarl\/Orchestra-o1<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Paper\uff1a<\/strong> <a href=\"https:\/\/arxiv.org\/pdf\/2606.13707\" rel=\"noopener noreferrer\">https:\/\/arxiv.org\/pdf\/2606.13707<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u7531\u9999\u6e2f\u4e2d\u6587\u5927\u5b78\u7b49\u5718\u968a\u7814\u767c\u7684 Orchestra-o1 \u63a1\u7528 MainAgent + SubAgent \u67b6\u69cb\uff0c\u5728 OmniGAIA \u57fa\u6e96\u4e0a\u4ee5 72.8% \u6e96\u78ba\u7387\u9818\u5148\u5c0d\u624b 10.3 \u500b\u767e\u5206\u9ede\u3002<\/p>\n","protected":false},"author":8,"featured_media":9118,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","footnotes":""},"categories":[133,164,116,76,160,190,197],"tags":[],"class_list":["post-9119","post","type-post","status-publish","format-standard","hentry","category-133","category-164","category-agentic","category-76","category-160","category-openclaw","category-framework"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/9119","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=9119"}],"version-history":[{"count":1,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/9119\/revisions"}],"predecessor-version":[{"id":9122,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/9119\/revisions\/9122"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/9118"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=9119"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=9119"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=9119"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}