{"id":14711,"date":"2026-11-09T18:22:05","date_gmt":"2026-11-09T10:22:05","guid":{"rendered":"https:\/\/infernews.com\/blog\/confucius4-r2t2\/"},"modified":"2026-11-09T18:24:28","modified_gmt":"2026-11-09T10:24:28","slug":"confucius4-r2t2","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/confucius4-r2t2\/","title":{"rendered":"Confucius4-R2T2\uff1a\u5373\u6642\u8a9e\u97f3\u8fa8\u8b58"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/11\/Confucius4-R2T2.jpg\" alt=\"Confucius4-R2T2\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5373\u6642\u5b57\u5e55\u6700\u60f1\u4eba\u7684\u554f\u984c\uff0c\u4e0d\u53ea\u662f\u6162\uff0c\u800c\u662f\u6587\u5b57\u4e00\u908a\u51fa\u3001\u4e00\u908a\u6539\u3002Confucius4-R2T2 \u91dd\u5c0d\u9019\u500b\u77db\u76fe\uff0c\u63a1\u7528\u53ea\u8ffd\u52a0\u3001\u4e0d\u56de\u982d\u4fee\u8a02\u7684\u7a69\u5b9a\u524d\u7db4\uff08Stable Prefix\uff09\u4e32\u6d41\u8a2d\u8a08\uff0c\u5df2\u78ba\u8a8d\u7684\u6587\u5b57\u6c38\u4e45\u63d0\u4ea4\uff0c\u672a\u78ba\u8a8d\u5167\u5bb9\u5247\u7559\u5728\u6a21\u578b\u5167\u90e8\uff0c\u9069\u5408\u76f4\u64ad\u5b57\u5e55\u3001\u5373\u6642\u50b3\u8b6f\u53ca\u63a5\u5165 Large Language Model\uff08LLM\uff09\u7684\u8a9e\u97f3\u6d41\u7a0b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u662f\u4e00\u500b\u958b\u6e90\u7684\u4f4e\u5ef6\u9072\u81ea\u52d5\u8a9e\u97f3\u8fa8\u8b58\uff08Automatic Speech Recognition\uff0cASR\uff09\u6a21\u578b\uff0c\u6e90\u81ea Qwen3-ASR-1.7B\uff0c\u900f\u904e Longest Stable Prefix\uff08LSP\uff09\u5b78\u7fd2\u53ca 1,500 \u5c0f\u6642\u4e2d\u82f1\u6587\u97f3\u8a0a\u8a13\u7df4\u3002\u89e3\u78bc\u5340\u584a\u53ef\u8a2d\u70ba 80 \u6beb\u79d2\u81f3 2 \u79d2\uff0c\u6b0a\u91cd\u512a\u5148\u8207\u5ef6\u9072\u512a\u5148\u6a21\u5f0f\u5747\u53ea\u8f38\u51fa\u5df2\u63d0\u4ea4\u5167\u5bb9\uff0c\u4e26\u53ef\u52a0\u5165\u4e3b\u984c\u53ca\u8a5e\u5f59\u63d0\u793a\u3002<\/p>\n\n\n<div\n    \tclass=\"align wp-block-vpb-video\"    id='vpbpVideoPlayer-1'\n    data-attributes='{&quot;source&quot;:&quot;https:\\\/\\\/r2t2.ai\\\/assets\\\/video\\\/d32f1a6a803c20d13e676c4643517eff.mp4&quot;,&quot;repeat&quot;:true,&quot;autoplay&quot;:true,&quot;muted&quot;:true,&quot;align&quot;:&quot;&quot;,&quot;poster&quot;:&quot;&quot;,&quot;controls&quot;:{&quot;play-large&quot;:true,&quot;restart&quot;:false,&quot;rewind&quot;:true,&quot;play&quot;:true,&quot;fast-forward&quot;:true,&quot;progress&quot;:true,&quot;current-time&quot;:true,&quot;duration&quot;:false,&quot;mute&quot;:true,&quot;volume&quot;:true,&quot;pip&quot;:false,&quot;airplay&quot;:false,&quot;captions&quot;:false,&quot;settings&quot;:true,&quot;download&quot;:false,&quot;fullscreen&quot;:true},&quot;captions&quot;:[],&quot;ratio&quot;:&quot;16:9&quot;,&quot;accentColor&quot;:&quot;&quot;,&quot;lazyLoad&quot;:false,&quot;width&quot;:&quot;100%&quot;,&quot;radius&quot;:&quot;0px&quot;,&quot;resetOnEnd&quot;:false,&quot;autoHideControl&quot;:true,&quot;isSetup&quot;:false}'\n><\/div>\n\n\n<ul class=\"wp-block-list\">\n<li>160 \u6beb\u79d2\uff08<mark>10 \u5206\u4e4b\u4e00\u79d2<\/mark>\uff09\u89e3\u78bc\u3001\u6bcf\u6b21\u4fdd\u7559\u4e00\u500b\u66ab\u5b58 token \u6642\uff0c\u8fa8\u8b58\u932f\u8aa4\u7387\u70ba 5.76%\u3002<\/li>\n\n\n\n<li>\u76f8\u540c\u4e32\u6d41\u8a2d\u5b9a\u4e0b\uff0c\u57fa\u790e\u6a21\u578b\u932f\u8aa4\u7387\u70ba 21.01%\u3002<\/li>\n\n\n\n<li>\u5b8c\u6574\u4e0a\u4e0b\u6587\u53c3\u8003\u7d50\u679c\u7684\u932f\u8aa4\u7387\u662f 5.15%\uff0c\u5dee\u8ddd\u5df2\u76f8\u7576\u63a5\u8fd1\u3002<\/li>\n\n\n\n<li>\u540c\u4e00\u500b checkpoint \u652f\u63f4\u5b8c\u6574\u4e0a\u4e0b\u6587\u53ca\u4e32\u6d41\u8fa8\u8b58\uff0c\u6db5\u84cb 13 \u7d44\u4e2d\u82f1\u6587\u6e2c\u8a66\u96c6\u3002<\/li>\n\n\n\n<li>\u9805\u76ee\u63d0\u4f9b vLLM\u3001Hugging Face transformers \u96e2\u7dda\u8def\u5f91\uff0c\u4ea6\u53ef\u9078\u64c7 llama.cpp \u89e3\u78bc\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b83\u4e26\u975e\u628a\u6240\u6709\u5373\u6642\u8f38\u51fa\u90fd\u4ea4\u7d66\u4e0b\u6e38\u8655\u7406\uff0c\u800c\u662f\u4ee5 Longest Stable Prefix\uff08LSP\uff09\u5b78\u7fd2\u914d\u5408 <code>Wait<\/code> \u52d5\u4f5c\uff0c\u8a13\u7df4\u6a21\u578b\u5206\u8fa8\u54ea\u4e9b\u5167\u5bb9\u53ef\u4ee5\u63d0\u4ea4\u3001\u4f55\u6642\u9700\u8981\u66f4\u591a\u97f3\u8a0a\u3002\u8a13\u7df4\u5206\u70ba SFT \u8207 GRPO \u5169\u968e\u6bb5\uff0c\u53ea\u66f4\u65b0\u8a9e\u8a00\u89e3\u78bc\u5668\uff0c\u97f3\u8a0a\u7de8\u78bc\u5668\u53ca projector \u4fdd\u6301\u51cd\u7d50\uff0c\u4ea6\u6c92\u6709\u6539\u8b8a\u539f\u6709\u67b6\u69cb\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u53d6\u6368\u4e3b\u8981\u843d\u5728\u6e96\u78ba\u5ea6\u8207\u8f38\u51fa\u5ef6\u9072\u4e4b\u9593\uff1a\u8abf\u6574\u89e3\u78bc\u5340\u584a\u548c\u66ab\u5b58 token \u9810\u7b97\u5373\u53ef\u6539\u8b8a\u5169\u8005\u95dc\u4fc2\uff0c\u6bcb\u9808\u91cd\u65b0\u8a13\u7df4\u3002\u5c08\u6ce8\u5373\u6642\u5b57\u5e55\u3001\u6703\u8b70\u7d00\u9304\u3001\u540c\u8072\u50b3\u8b6f\u6216\u9700\u8981\u5373\u6642\u89f8\u767c\u52d5\u4f5c\u7684 LLM Agent \u5718\u968a\u6703\u8f03\u5bb9\u6613\u53d7\u60e0\uff1b\u4ee3\u50f9\u662f\u5df2\u63d0\u4ea4\u6587\u5b57\u4e0d\u80fd\u4fee\u8a02\uff0c\u800c\u4e14\u6240\u5831\u5ef6\u9072\u672a\u5305\u62ec\u670d\u52d9\u53ca\u7db2\u7d61\u6642\u9593\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/r2t2.ai\/\" rel=\"noopener\" target=\"_blank\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a> \u00b7 <a href=\"https:\/\/github.com\/netease-youdao\/Confucius4-R2T2\" rel=\"noopener\" target=\"_blank\"><strong>GitHub<\/strong><\/a> \u00b7 <a href=\"https:\/\/huggingface.co\/netease-youdao\/Confucius4-R2T2\" rel=\"noopener\" target=\"_blank\"><strong>\u6a21\u578b<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u958b\u6e90\u4e32\u6d41 ASR \u6a21\u578b\u4ee5 160 \u6beb\u79d2\u66f4\u65b0\u6587\u5b57\uff0c\u4e26\u628a\u672a\u78ba\u8a8d\u90e8\u5206\u7559\u5728\u5167\u90e8\uff0c\u6e1b\u5c11\u5b57\u5e55\u9583\u52d5\u8207\u5f8c\u7e8c\u91cd\u5beb\u3002<\/p>\n","protected":false},"author":8,"featured_media":14710,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"wpai_generated_summary":"","wpai_meta_description":"","footnotes":""},"categories":[133,116,76,127,185,29,40,128],"tags":[],"class_list":["post-14711","post","type-post","status-publish","format-standard","hentry","category-133","category-agentic","category-76","category-127","category-qwen","category-audio","category-llama","category-128"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/14711","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=14711"}],"version-history":[{"count":3,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/14711\/revisions"}],"predecessor-version":[{"id":14715,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/14711\/revisions\/14715"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/14710"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=14711"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=14711"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=14711"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}