{"id":9072,"date":"2026-06-13T23:52:41","date_gmt":"2026-06-13T15:52:41","guid":{"rendered":"https:\/\/infernews.com\/blog\/interleavethinker\/"},"modified":"2026-06-13T23:54:14","modified_gmt":"2026-06-13T15:54:14","slug":"interleavethinker","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/interleavethinker\/","title":{"rendered":"InterleaveThinker \u591a\u6b65\u751f\u6210\u8b8a\u5f97\u53ef\u63a7"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/06\/teaser-2eb44264acd7.jpg\" alt=\"logo\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">InterleaveThinker \u662f\u4e00\u500b<strong>\u591a\u4ee3\u7406\u751f\u6210\u6d41\u7a0b\u5de5\u5177<\/strong>\uff0c\u76ee\u6a19\u662f\u66ff\u73fe\u6709\u5716\u50cf\u751f\u6210\u5668\u52a0\u5165 interleaved generation \u80fd\u529b\uff0c\u5373\u6309\u6b65\u8f38\u51fa\u6587\u5b57\u8207\u5716\u7247\u4ea4\u932f\u7684\u5167\u5bb9\u3002\u5b83\u60f3\u8655\u7406\u7684\uff0c\u4e0d\u662f\u55ae\u5f35\u5716\u5920\u4e0d\u5920\u7cbe\u7f8e\uff0c\u800c\u662f\u591a\u500b\u6b65\u9a5f\u4e4b\u9593\u662f\u5426\u9023\u8cab\u3001\u662f\u5426\u8ddf\u6307\u4ee4\u4e00\u81f4\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u500b\u9805\u76ee\u7684\u6838\u5fc3\u505a\u6cd5\uff0c\u662f\u628a\u5de5\u4f5c\u62c6\u6210 planner agent \u8207 critic agent\u3002\u524d\u8005\u5148\u5b89\u6392\u5716\u6587\u5e8f\u5217\u548c\u6bcf\u4e00\u6b65\u4efb\u52d9\uff0c\u5f8c\u8005\u518d\u6aa2\u67e5\u751f\u6210\u7d50\u679c\u3001\u6709\u504f\u5dee\u5c31\u4fee\u6b63\u6307\u4ee4\u518d\u751f\u6210\uff0c\u505a\u6cd5\u6bd4\u55ae\u6b21\u63d0\u793a\u66f4\u50cf\u4e00\u500b\u6703\u53cd\u8986\u6821\u5c0d\u7684\u6d41\u7a0b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u4f60\u60f3\u8a66\u5b83\uff0c\u65b9\u5411\u5f88\u660e\u78ba\uff1a\u5148\u63a5\u4e0a\u5b83\u5df2\u652f\u63f4\u7684\u751f\u6210\u5668\uff0c\u518d\u7528\u591a\u6b65\u4efb\u52d9\u6e2c\u8a66\uff0c\u4f8b\u5982\u6545\u4e8b\u5834\u666f\u9023\u7e8c\u8b8a\u5316\u3001\u8996\u89ba\u6559\u5b78\u3001\u647a\u886b\u6b65\u9a5f\u3001\u89d2\u8272\u4e92\u52d5\u6216 embodied manipulation\u3002\u5132\u5b58\u5eab\u5df2\u5217\u51fa\u591a\u500b\u53ef\u914d\u5408\u7684\u6a21\u578b\u7aef\u53e3\uff0c\u5305\u62ec Qwen-Image\u3001Qwen-Image Lightning\u3001FLUX.1-Krea-dev\u3001Qwen-Image-Edit Lightning\u3001FLUX.1-Kontext-dev Edit \u8207 FLUX.1-Fill-dev Fill\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u516c\u958b\u8cc7\u6599\u986f\u793a\uff0c\u5b83\u5728 interleaved generation benchmark \u7684\u8868\u73fe\u53ef\u8207 Nano Banana \u53ca GPT-5 \u63a5\u8fd1\uff1b\u5728\u63a8\u7406\u5c0e\u5411\u57fa\u6e96\u4e5f\u6709\u660e\u986f\u63d0\u5347\uff0c\u4f8b\u5982 WISE \u7531 0.47 \u5347\u81f3 0.73\uff0cRISE \u7531 13.3 \u5347\u81f3 28.9\uff084-step FLUX.2-klein\uff09\u3002\u9019\u4e9b\u6578\u5b57\u53cd\u6620\u5b83\u7684\u50f9\u503c\u4e3b\u8981\u5728\u300c\u591a\u6b65\u4e00\u81f4\u6027\u8207\u4fee\u6b63\u80fd\u529b\u300d\uff0c\u4e0d\u662f\u55ae\u9760\u5e95\u5c64\u6a21\u578b\u786c\u6490\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u91cd\u9ede\u4e0d\u5728\u8a13\u7df4\u5168\u65b0\u751f\u6210\u5668\uff0c\u800c\u662f<strong>\u589e\u5f37\u73fe\u6709 image generator<\/strong><\/li>\n\n\n\n<li>\u4ee5 planner agent + critic agent \u8655\u7406\u591a\u6b65\u5716\u6587\u4efb\u52d9<\/li>\n\n\n\n<li>\u9069\u5408 visual narratives\u3001guidance\u3001embodied manipulation\u3001long-horizon sub-task annotation<\/li>\n\n\n\n<li>\u5df2\u516c\u958b\u76f8\u95dc\u6a21\u578b\uff1aInterleaveThinker-Planner-8B\u3001Critic-SFT-8B\u3001InterleaveThinker-Critic-8B<\/li>\n\n\n\n<li>\u53e6\u6709\u8a13\u7df4\u8cc7\u6599\u96c6\uff1aInterleave-Planner-SFT-80k\u3001Interleave-Critic-SFT-112k\u3001Interleave-Critic-RL-13k<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c0d\u7814\u7a76\u5716\u6587\u4ee3\u7406\u3001\u5de5\u4f5c\u6d41\u7de8\u6392\uff0c\u6216\u8005\u60f3\u628a\u73fe\u6709\u51fa\u5716\u6a21\u578b\u62c9\u9032\u591a\u6b65\u4efb\u52d9\u7684\u4eba\uff0c\u9019\u500b\u9805\u76ee\u5f88\u6709\u53c3\u8003\u50f9\u503c\u3002\u82e5\u4f60\u53ea\u60f3\u55ae\u6b21\u751f\u6210\u4e00\u5f35\u5716\uff0c\u5b83\u672a\u5fc5\u662f\u6700\u76f4\u63a5\u7684\u9078\u64c7\uff1b\u4f46\u82e5\u4f60\u8981\u7684\u662f\u9023\u7e8c\u5e7e\u6b65\u90fd\u8b1b\u5f97\u901a\u3001\u756b\u9762\u4e0d\u8d70\u6a23\uff0cInterleaveThinker \u7684\u5b9a\u4f4d\u76f8\u7576\u6e05\u695a\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>GitHub\uff1a<\/strong> <a href=\"https:\/\/github.com\/zhengdian1\/InterleaveThinker\" rel=\"noopener noreferrer\">https:\/\/github.com\/zhengdian1\/InterleaveThinker<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u9805\u76ee\uff1a<\/strong><a href=\"https:\/\/zhengdian1.github.io\/InterleaveThinker-proj\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/zhengdian1.github.io\/InterleaveThinker-proj\/<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u591a\u4ee3\u7406\u5716\u50cf\u751f\u6210\u6d41\u7a0b\uff0c\u91cd\u9ede\u4e0d\u5728\u756b\u5f97\u66f4\u975a\uff0c\u800c\u662f\u628a\u591a\u6b65\u5716\u6587\u5167\u5bb9\u6392\u5f97\u66f4\u6e96\u3002\u5b83\u7279\u5225\u9069\u5408\u6545\u4e8b\u5206\u93e1\u3001\u6559\u5b78\u6307\u5f15\u8207\u6a5f\u68b0\u64cd\u4f5c\u63cf\u8ff0\u3002<\/p>\n","protected":false},"author":8,"featured_media":9071,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","footnotes":""},"categories":[133,164,157,120,76],"tags":[],"class_list":["post-9072","post","type-post","status-publish","format-standard","hentry","category-133","category-164","category-157","category-120","category-76"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/9072","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=9072"}],"version-history":[{"count":2,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/9072\/revisions"}],"predecessor-version":[{"id":9077,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/9072\/revisions\/9077"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/9071"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=9072"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=9072"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=9072"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}