{"id":13602,"date":"2026-10-20T16:40:43","date_gmt":"2026-10-20T08:40:43","guid":{"rendered":"https:\/\/infernews.com\/blog\/mt-forcing\/"},"modified":"2026-10-20T16:42:00","modified_gmt":"2026-10-20T08:42:00","slug":"mt-forcing","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/mt-forcing\/","title":{"rendered":"MT-Forcing\uff1a\u591a\u8f2a\u6539\u5716\u5b88\u4f4f\u7d30\u7bc0\u5514\u518d\u8d70\u6a23"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/10\/MT-Forcing.jpg\" alt=\"MT Forcing teaser\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u9023\u7e8c\u8981\u6c42\u300c\u6539\u676f\u8272\u3001\u52a0\u689d\u7d0b\u3001\u518d\u8abf\u5149\u7dda\u300d\u6642\uff0c\u5716\u7247\u5f80\u5f80\u672a\u5230\u6700\u5f8c\u4e00\u8f2a\u5df2\u7d93\u5931\u771f\u3002MT Forcing \u662f\u91dd\u5c0d\u591a\u8f2a\u5716\u50cf\u7de8\u8f2f\u7684\u8a13\u7df4\u6846\u67b6\uff0c\u914d\u5408\u81ea\u8ff4\u6b78\u64f4\u6563\u6a21\u578b\uff0c\u6e1b\u5c11\u6bcf\u8f2a\u4fee\u6539\u5e36\u4f86\u7684\u6f02\u79fb\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u65b9\u6cd5\u628a\u55ae\u8f2a DMD\uff08Distribution Matching Distillation\uff09\u8207 Teacher-Forcing Guidance \u7d50\u5408\uff1a\u5b78\u751f\u6a21\u578b\u9010\u6b65\u7de8\u8f2f\u81ea\u5df1\u751f\u6210\u7684\u6b77\u53f2\uff0c\u51cd\u7d50\u7684\u55ae\u8f2a\u6559\u5e2b\u5247\u5f9e\u539f\u5716\u4e00\u6b21\u5957\u7528\u7d2f\u7a4d\u6307\u793a\uff0c\u63d0\u4f9b\u5206\u5e03\u5c64\u9762\u7684\u5f15\u5c0e\u3002\u53c3\u8003\u771f\u5be6\u7de8\u8f2f\u8ecc\u8de1\u5f8c\uff0c\u6a21\u578b\u65e2\u8981\u6539\u5584\u756b\u8cea\uff0c\u4e5f\u8981\u7dad\u6301\u8de8\u8f2a\u6b21\u5167\u5bb9\u95dc\u4fc2\u3002<\/p>\n\n\n<div\n    \tclass=\"align wp-block-vpb-video\"    id='vpbpVideoPlayer-1'\n    data-attributes='{&quot;source&quot;:&quot;https:\\\/\\\/houyuanchen111.github.io\\\/mt-forcing.github.io\\\/videos\\\/kitten_15turn_comparison_12s.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>\u4ee5\u81ea\u8eab\u591a\u8f2a\u8f38\u51fa\u4f5c\u70ba\u8a13\u7df4\u6b77\u53f2<\/li>\n\n\n\n<li>\u5f15\u5165\u55ae\u8f2a DMD \u6539\u5584\u8996\u89ba\u54c1\u8cea<\/li>\n\n\n\n<li>\u7528 Teacher-Forcing Guidance \u6e1b\u5c11\u8aa4\u5dee\u7d2f\u7a4d<\/li>\n\n\n\n<li>\u5c55\u793a\u6700\u9577\u5341\u4e94\u8f2a\u53ca\u516b\u8f2a\u7de8\u8f2f\u6bd4\u8f03<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b98\u65b9\u7a0b\u5f0f\u78bc\u8981\u6c42 Python 3.11.13\u3001NVIDIA CUDA GPU\uff0c\u4ee5\u53ca\u6307\u5b9a checkpoint\u3001\u67b6\u69cb\u8cc7\u6e90\u548c\u64f4\u5145 U1.5 tokenizer\uff1b\u914d\u7f6e\u5b8c\u6210\u5f8c\uff0c\u53ef\u5728\u540c\u4e00\u5de5\u4f5c\u968e\u6bb5\u4f9d\u5e8f\u57f7\u884c\u591a\u500b\u7de8\u8f2f\u63d0\u793a\u3002\u516c\u958b\u8cc7\u6599\u672a\u4ea4\u4ee3\u5b8c\u6574\u786c\u4ef6\u9580\u6abb\u3001\u63a8\u7406\u901f\u5ea6\u6216\u6a19\u6e96\u5316\u5b9a\u91cf\u7d50\u679c\uff0c\u56e0\u6b64\u8f03\u9069\u5408\u4f5c\u70ba\u9700\u8981 NVIDIA GPU \u7684\u7814\u7a76\u91cd\u73fe\u5de5\u5177\uff0c\u800c\u975e\u76f4\u63a5\u6bd4\u8f03\u6210\u672c\u5df2\u77e5\u7684\u6d88\u8cbb\u7d1a\u670d\u52d9\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b83\u4ee5 SenseNova-U1.5 \u4f5c\u70ba\u76f8\u95dc\u57fa\u790e\u6a21\u578b\uff0c\u4e26\u5728\u591a\u8f2a\u6bd4\u8f03\u4e2d\u52a0\u5165 MT Forcing\u3002\u5c0d\u9700\u8981\u9010\u6b65\u4fee\u8a02\u7522\u54c1 concept\u3001\u4eba\u7269\u59ff\u52e2\u6216\u5834\u666f\u7d30\u7bc0\u7684\u8a2d\u8a08\u5718\u968a\uff0c\u55ae\u8f2a\u6559\u5e2b\u53ef\u4f5c\u54c1\u8cea\u53c3\u7167\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/houyuanchen111.github.io\/mt-forcing.github.io\/\" rel=\"noopener noreferrer\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a> \u00b7 <a href=\"https:\/\/github.com\/houyuanchen111\/MT-Forcing\" rel=\"noopener noreferrer\"><strong>GitHub<\/strong><\/a> \u00b7 <a href=\"https:\/\/huggingface.co\/houyuanchen\/MT-Forcing\" rel=\"noopener noreferrer\"><strong>\u6a21\u578b<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u9023\u7e8c\u6539\u540c\u4e00\u5f35\u5716\u6642\uff0c\u4e3b\u9ad4\u3001\u7d0b\u7406\u8207\u69cb\u5716\u5f80\u5f80\u6703\u6162\u6162\u504f\u96e2\uff1bMT Forcing \u4ee5\u591a\u8f2a\u8a13\u7df4\u8207\u6559\u5e2b\u5f15\u5c0e\u6539\u5584\u9019\u985e\u7d2f\u7a4d\u932f\u8aa4\u3002<\/p>\n","protected":false},"author":8,"featured_media":13601,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"wpai_generated_summary":"","wpai_meta_description":"","footnotes":""},"categories":[133,165,196,76,127,179,30,157,197,38,152,213],"tags":[],"class_list":["post-13602","post","type-post","status-publish","format-standard","hentry","category-133","category-165","category-196","category-76","category-127","category-nvidia","category-image","category-157","category-framework","category-38","category-python","category-tokenize"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/13602","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=13602"}],"version-history":[{"count":1,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/13602\/revisions"}],"predecessor-version":[{"id":13603,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/13602\/revisions\/13603"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/13601"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=13602"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=13602"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=13602"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}