{"id":12164,"date":"2026-09-12T12:32:17","date_gmt":"2026-09-12T04:32:17","guid":{"rendered":"https:\/\/infernews.com\/blog\/official-implementation-of-worldinworld\/"},"modified":"2026-09-12T12:36:30","modified_gmt":"2026-09-12T04:36:30","slug":"official-implementation-of-worldinworld","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/official-implementation-of-worldinworld\/","title":{"rendered":"World in World \u628a 14B \u4e16\u754c\u6a21\u578b\u8b8a\u6210\u4f60\u7684\u865b\u64ec\u651d\u5f71\u6a5f"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/09\/pasted-ed6619491683.jpg\" alt=\"pipeline\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c0d\u65bc\u505a\u7279\u6548\u3001\u526a\u8f2f\u6216\u6c89\u6d78\u5f0f\u5167\u5bb9\u7684\u4eba\u4f86\u8aaa\uff0c\u6700\u982d\u75db\u7684\u5f80\u5f80\u4e0d\u662f\u751f\u6210\u65b0\u756b\u9762\uff0c\u800c\u662f\u624b\u4e0a\u660e\u660e\u6709\u4e00\u6bb5\u62cd\u597d\u7684\u5f71\u7247\uff0c\u537b\u60f3\u63db\u500b\u89d2\u5ea6\u3001\u63db\u689d\u93e1\u982d\u8ecc\u8de1\u91cd\u65b0\u300c\u62cd\u4e00\u6b21\u300d\u3002Westlake-AGI-Lab \u63a8\u51fa\u7684 World in World\uff0c\u6b63\u662f\u91dd\u5c0d\u9019\u500b\u5361\u4f4d\uff1a\u7d66\u5b9a\u4e00\u6bb5\u8f38\u5165\u5f71\u7247\u548c\u4e00\u689d\u65b0\u76f8\u6a5f\u8def\u5f91\uff0c\u6a21\u578b\u6703\u91cd\u65b0\u751f\u6210\u540c\u4e00\u4e8b\u4ef6\u5728\u65b0\u8996\u89d2\u4e0b\u7684\u756b\u9762\uff0c\u4e0d\u7528\u8a13\u7df4\u3001\u4e0d\u7528\u5fae\u8abf\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b83\u672c\u8cea\u662f\u4e00\u500b\u5f71\u7247\u518d\u651d\u5f71\u6846\u67b6\uff0c\u9aa8\u5e79\u662f\u4e00\u500b\u51cd\u7d50\u7684 14B \u5f71\u7247\u4e16\u754c\u6a21\u578b LingBot-World 2.0\u3002\u6280\u8853\u4e0a\u6c92\u6709\u8d70 latent editing \u6216 GAN \u53cd\u8f49\u7684\u8001\u8def\uff0c\u800c\u662f\u628a\u6240\u6709\u53ef\u63a7\u5236\u7684\u8a0a\u865f\u2014\u2014\u4f86\u6e90\u5f71\u7247\u3001\u5834\u666f\u5e7e\u4f55\u3001\u76f8\u6a5f\u53c3\u6578\u2014\u2014\u5168\u90e8\u8b8a\u6210\u8996\u89ba\u8b49\u64da\uff1a\u5148\u7528\u6df1\u5ea6\u628a\u4f86\u6e90\u5e40\u63d0\u5347\u5230 3D\uff0c\u4f9d\u65b0\u76f8\u6a5f\u8def\u5f91 warp \u904e\u53bb\uff0c\u518d\u7576\u6210\u984d\u5916 key\/value \u585e\u9032\u6a21\u578b\u81ea\u5df1\u7684 attention\uff0c\u8b93\u6a21\u578b\u300c\u770b\u5230\u300d\u65b0\u76f8\u6a5f\u61c9\u8a72\u770b\u5230\u4ec0\u9ebc\uff0c\u7f3a\u5931\u7684\u90e8\u5206\u7531\u5b83\u81ea\u5df1\u88dc\u5b8c\u3002\u9019\u7a2e\u505a\u6cd5\u8b93\u76f8\u6a5f\u8ecc\u8de1\u3001\u4eba\u7269\u52d5\u4f5c\u8207\u5834\u666f\u5e7e\u4f55\u4fdd\u6301\u9ad8\u5ea6\u4e00\u81f4\u3002<\/p>\n\n\n<div\n    \tclass=\"align wp-block-vpb-video\"    id='vpbpVideoPlayer-1'\n    data-attributes='{&quot;source&quot;:&quot;https:\\\/\\\/chenxi-song.github.io\\\/worldinworld\\\/static\\\/videos\\\/demo_film.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<p class=\"wp-block-paragraph\">\u5f9e\u7d50\u679c\u4f86\u770b\uff0c\u5b83\u5df2\u7d93\u653e\u51fa\u81ea\u7531\u76f8\u6a5f\u91cd\u62cd\u3001\u5b50\u5f48\u6642\u9593\u548c\u5f71\u7247\u7de8\u8f2f\u4e09\u9805\u529f\u80fd\uff1b\u5927\u578b\u89d2\u5ea6 360 \u5ea6\u91cd\u62cd\u7d50\u5408 3D \u4eba\u9ad4\u4ee3\u7406\u3001\u8de8\u6a21\u578b\u8a18\u61b6\u5171\u4eab\u3001\u9577\u5f71\u7247 frustum memory\u3001\u4e32\u6d41\u4e92\u52d5\u751f\u6210\u3001\u52d5\u4f5c\u9077\u79fb\u7b49\u4ecd\u5728\u8def\u7dda\u5716\u4e2d\u3002\u5c0d\u7279\u6548\u5718\u968a\u3001\u77ed\u7247\u5275\u4f5c\u8005\u3001\u904a\u6232\u904e\u5834\u9810\u89bd\u3001AR\/VR \u5167\u5bb9\u958b\u767c\u8005\u4f86\u8aaa\uff0c\u53ef\u4ee5\u7528\u4e00\u689d\u73fe\u6210\u7d20\u6750\u5feb\u901f\u7522\u51fa\u591a\u8996\u89d2\u7248\u672c\uff0c\u800c\u4e0d\u5fc5\u5f9e\u96f6\u751f\u6210\u6216\u624b\u52d5\u4e09\u7dad\u91cd\u5efa\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b98\u65b9\u5728 Linux \u4e0a\u4ee5 80GB A100 \u6e2c\u8a66\uff0c\u5cf0\u503c\u8a18\u61b6\u9ad4\u7d04 72GB\uff0c\u9700 CUDA 12.4 \u8207 Python 3.10\uff0c\u4e26\u9810\u7de8\u8b6f flash-attn wheel \u4ee5\u907f\u514d\u5f9e\u6e90\u78bc\u7de8\u8b6f\u3002\u76f8\u8f03\u540c\u985e\u5f71\u7247\u91cd\u751f\u6210\u65b9\u6848\uff0c\u5b83\u653e\u68c4\u4e86\u5c0d\u6a21\u578b\u672c\u9ad4\u505a\u9069\u914d\uff0c\u4ee5 warp + attention injection \u63db\u53d6\u300c\u5373\u63d2\u5373\u7528\u300d\u8207\u8f03\u4f4e\u786c\u9ad4\u9580\u6abb\uff0c\u4f46\u4ee3\u50f9\u662f\u5927\u89d2\u5ea6\u65cb\u8f49\u3001\u4eba\u7269\u906e\u64cb\u7b49\u6975\u7aef\u60c5\u6cc1\u4ecd\u4f9d\u8cf4\u5f8c\u7e8c\u7684 3D \u4ee3\u7406\u8207 frustum memory\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u51cd\u7d50\u6a21\u578b\u514d\u8a13\u7df4<\/strong>\uff1a\u4ee5 warp \u5f8c\u7684\u8996\u89ba\u8b49\u64da\u4f5c\u70ba attention key\/value\uff0c\u7121\u9700\u5fae\u8abf 14B \u4e16\u754c\u6a21\u578b\u3002<\/li>\n\n\n\n<li><strong>\u591a\u8996\u89d2\u5f71\u7247\u91cd\u62cd<\/strong>\uff1a\u652f\u63f4\u5f27\u7dda\u3001\u63a8\u62c9\u3001\u5e73\u79fb\u3001\u5b9a\u9ede\u65cb\u8f49\u7b49\u81ea\u7531\u76f8\u6a5f\u8def\u5f91\u3002<\/li>\n\n\n\n<li><strong>\u5b50\u5f48\u6642\u9593\u8207\u5f71\u7247\u7de8\u8f2f<\/strong>\uff1a\u51cd\u7d50\u4efb\u610f\u4e00\u5e40\u6539\u8b8a\u8996\u89d2\uff0c\u6216\u6539\u7b2c\u4e00\u5e40\u8b93\u7de8\u8f2f\u81ea\u7136\u5ef6\u4f38\u81f3\u6574\u6bb5\u3002<\/li>\n\n\n\n<li><strong>\u55ae\u5361 80GB \u53ef\u8dd1<\/strong>\uff1aLinux + A100 + CUDA 12.4 + Python 3.10\uff0c\u786c\u9ad4\u9580\u6abb\u76f8\u5c0d\u53ef\u63a7\u3002<\/li>\n\n\n\n<li><strong>\u8def\u7dda\u5716\u4ecd\u5728\u64f4\u5c55<\/strong>\uff1a360 \u5ea6\u91cd\u62cd\u3001\u8de8\u6a21\u578b\u8a18\u61b6\u3001\u4e32\u6d41\u751f\u6210\u7b49\u529f\u80fd\u9678\u7e8c\u6392\u7a0b\u4e2d\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/chenxi-song.github.io\/worldinworld\/\" rel=\"noopener noreferrer\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a> \u00b7 <a href=\"https:\/\/github.com\/Westlake-AGI-Lab\/WorldinWorld\" rel=\"noopener noreferrer\"><strong>GitHub<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u60f3\u7528\u4e00\u689d\u666e\u901a\u5f71\u7247\u5c31\u505a\u5230 360 \u5ea6\u91cd\u62cd\u3001\u5b50\u5f48\u6642\u9593\u3001\u8996\u89d2\u5207\u63db\uff1fWorld in World \u8b93\u51cd\u7d50\u7684 14B \u5f71\u7247\u4e16\u754c\u6a21\u578b LingBot-World 2.0 \u76f4\u63a5\u300c\u8d70\u9032\u300d\u5f71\u7247\uff0c\u7121\u9700\u5fae\u8abf\uff0c\u55ae\u5361 80GB GPU \u5373\u8dd1\u3002<\/p>\n","protected":false},"author":8,"featured_media":12163,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"wpai_generated_summary":"","footnotes":""},"categories":[133,162,76,186,127,179,31,197,32,132,168,152],"tags":[],"class_list":["post-12164","post","type-post","status-publish","format-standard","hentry","category-133","category-ai-productions","category-76","category-186","category-127","category-nvidia","category-video","category-framework","category-contentcreator","category-3d","category-linux","category-python"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/12164","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=12164"}],"version-history":[{"count":1,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/12164\/revisions"}],"predecessor-version":[{"id":12166,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/12164\/revisions\/12166"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/12163"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=12164"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=12164"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=12164"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}