{"id":14112,"date":"2026-10-28T02:48:25","date_gmt":"2026-10-27T18:48:25","guid":{"rendered":"https:\/\/infernews.com\/blog\/world-in-context\/"},"modified":"2026-10-28T02:50:29","modified_gmt":"2026-10-27T18:50:29","slug":"world-in-context","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/world-in-context\/","title":{"rendered":"World-in-Context \u8b93\u4e16\u754c\u6a21\u578b\u5373\u6642\u5207\u63db\u8996\u89d2"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/10\/World-in-Context.jpg\" alt=\"Alibaba Token Hub\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u60f3\u5728\u751f\u6210\u5f71\u7247\u4e2d\u79fb\u52d5\u93e1\u982d\u3001\u6539\u8b8a\u89c0\u770b\u89d2\u5ea6\uff0c\u751a\u81f3\u5728\u7b2c\u4e00\u4eba\u7a31\u8207\u7b2c\u4e09\u4eba\u7a31\u4e4b\u9593\u5207\u63db\uff0c\u756b\u9762\u4ecd\u9808\u4fdd\u6301\u9023\u8cab\u3002World-in-Context\uff08WiC\uff09\u662f\u70ba\u4e92\u52d5\u5f71\u7247\u4e16\u754c\u6a21\u578b\u800c\u8a2d\u7684\u8a13\u7df4\u6846\u67b6\uff0c\u76ee\u6a19\u662f\u8b93\u8996\u89d2\u3001\u52d5\u4f5c\u548c\u93e1\u982d\u63a7\u5236\u5728\u540c\u4e00\u6bb5\u5f71\u7247\u4e2d\u5354\u540c\u904b\u4f5c\uff0c\u800c\u4e0d\u662f\u5404\u81ea\u8655\u7406\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">WiC \u4ee5 Wan2.2-TI2V-5B \u4f5c\u70ba\u57fa\u790e\u6a21\u578b\uff0c\u900f\u904e In-Context Conditioning\uff08ICC\uff09\u628a\u8996\u89d2\u3001\u52d5\u4f5c\u8207\u93e1\u982d\u63a7\u5236\u8f49\u6210\u5171\u4eab\u6ce8\u610f\u529b\u7a7a\u9593\u4e2d\u7684 tokens\uff1bInteraction-Transport RoPE\uff08IT-RoPE\uff09\u5247\u628a\u7d2f\u7a4d\u7684\u63a7\u5236\u8b8a\u5316\u7d0d\u5165\u6642\u9593\u6ce8\u610f\u529b\u3002\u9019\u8b93\u7cfb\u7d71\u53ef\u652f\u63f4\u81ea\u7531\u93e1\u982d\u3001\u7b2c\u4e00\u4eba\u7a31\u53ca\u7b2c\u4e09\u4eba\u7a31\u8996\u89d2\uff0c\u4e5f\u80fd\u5728\u5f71\u7247\u9032\u884c\u4e2d\u5207\u63db\uff0c\u9069\u5408\u7814\u7a76\u4e92\u52d5\u5f0f\u5834\u666f\u751f\u6210\u3001\u904a\u6232\u74b0\u5883\u53ca\u9577\u6642\u9593\u56e0\u679c\u63a8\u6f14\u3002<\/p>\n\n\n<div\n    \tclass=\"align wp-block-vpb-video\"    id='vpbpVideoPlayer-1'\n    data-attributes='{&quot;source&quot;:&quot;https:\\\/\\\/cdn-uploads.huggingface.co\\\/production\\\/uploads\\\/6570450a78d7aca0c361a177\\\/2lpHyrWIkg46pOhqounbe.mp4&quot;,&quot;ratio&quot;:&quot;&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;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\">\u5728 WBench \u8a55\u6e2c\u4e2d\uff0cWiC \u7684\u5c0e\u822a\u5e73\u5747\u5206\u70ba 81.5\uff0c\u8996\u89d2\u5207\u63db\u6210\u529f\u7387\u70ba 93.8%\u3002\u9019\u4e9b\u7d50\u679c\u53cd\u6620\u5b83\u80fd\u8655\u7406\u5c0e\u822a\u8207\u93e1\u982d\u5207\u63db\uff0c\u4f46\u4e0d\u80fd\u55ae\u6191\u5206\u6578\u5224\u65b7\u751f\u6210\u5f71\u7247\u5728\u6240\u6709\u5834\u666f\u90fd\u540c\u6a23\u7a69\u5b9a\uff1bGPU \u8a18\u61b6\u9ad4\u9700\u6c42\u4ea6\u6703\u96a8\u5f71\u7247\u5c3a\u5bf8\u548c\u8a2d\u5b9a\u6539\u8b8a\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u76ee\u524d\u7a0b\u5f0f\u78bc\u3001\u8a13\u7df4\u7a0b\u5f0f\u53ca WiC \u6b0a\u91cd\u4ecd\u5728\u5be9\u6838\uff0c\u5c1a\u672a\u516c\u958b\uff0c\u56e0\u6b64\u73fe\u968e\u6bb5\u7121\u6cd5\u81ea\u884c\u5b89\u88dd\u4e26\u91cd\u73fe\u63a8\u7406\u7d50\u679c\u3002\u8a08\u5283\u4e2d\u7684\u7248\u672c\u8981\u6c42 Linux\u3001Python 3.10\uff0c\u4ee5\u53ca\u652f\u63f4 BF16 \u7684 NVIDIA GPU\uff1b\u9810\u8a2d\u751f\u6210\u8a2d\u5b9a\u70ba 832\u00d7480\u300181 \u5e40\u300116 FPS \u548c 50 \u500b\u63a1\u6a23\u6b65\u9a5f\uff0c\u4e26\u9810\u8a08\u63d0\u4f9b 11 \u500b\u5305\u542b\u8d77\u59cb\u5716\u7247\u3001\u63d0\u793a\u8a5e\u8207\u63a7\u5236\u8cc7\u6599\u7684\u7bc4\u4f8b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4ee5 Wan2.2-TI2V-5B \u70ba\u57fa\u790e\uff0c\u52a0\u5165 WiC adapter\u3002<\/li>\n\n\n\n<li>\u540c\u4e00\u5f71\u7247\u652f\u63f4\u81ea\u7531\u93e1\u982d\u3001\u7b2c\u4e00\u4eba\u7a31\u8207\u7b2c\u4e09\u4eba\u7a31\u8996\u89d2\u3002<\/li>\n\n\n\n<li>WBench \u5c0e\u822a\u5e73\u5747\u5206 81.5\uff0c\u8996\u89d2\u5207\u63db\u6210\u529f\u7387 93.8%\u3002<\/li>\n\n\n\n<li>\u7a0b\u5f0f\u78bc\u8207\u6b0a\u91cd\u5c1a\u672a\u516c\u958b\uff0c\u73fe\u6642\u672a\u80fd\u91cd\u73fe\u7d50\u679c\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c0d\u7814\u7a76\u5f71\u7247\u751f\u6210\u3001\u865b\u64ec\u74b0\u5883\u5c0e\u822a\u6216\u4e92\u52d5\u904a\u6232\u5834\u666f\u7684\u5718\u968a\u800c\u8a00\uff0cWiC \u63d0\u4f9b\u4e00\u689d\u628a\u93e1\u982d\u8207\u52d5\u4f5c\u63a7\u5236\u5408\u4f75\u8a13\u7df4\u7684\u8def\u7dda\uff1b\u4f46\u5728\u516c\u958b\u7a0b\u5f0f\u78bc\u548c\u6b0a\u91cd\u63a8\u51fa\u524d\uff0c\u9019\u4e9b\u80fd\u529b\u4ecd\u4e3b\u8981\u505c\u7559\u5728\u7814\u7a76\u6210\u679c\u8207\u5c55\u793a\u7bc4\u4f8b\uff0c\u9084\u4e0d\u80fd\u76f4\u63a5\u7d0d\u5165\u5de5\u4f5c\u6d41\u7a0b\u6e2c\u8a66\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/haroldchen19.github.io\/WiC-site\/\" rel=\"noopener noreferrer\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a> \u00b7 <a href=\"https:\/\/github.com\/aigc3d\/World-in-Context\" rel=\"noopener noreferrer\"><strong>GitHub<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u64cd\u63a7\u751f\u6210\u5f71\u7247\u6642\uff0c\u5207\u63db\u7b2c\u4e00\u4eba\u7a31\u3001\u7b2c\u4e09\u4eba\u7a31\u8207\u81ea\u7531\u93e1\u982d\uff0c\u756b\u9762\u4ecd\u8981\u5ef6\u7e8c\u540c\u4e00\u500b\u4e16\u754c\u3002World-in-Context \u4ee5\u5171\u4eab\u63a7\u5236\u6a5f\u5236\u8655\u7406\u9019\u9805\u6311\u6230\u3002<\/p>\n","protected":false},"author":8,"featured_media":14111,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"wpai_generated_summary":"","wpai_meta_description":"","footnotes":""},"categories":[133,171,162,76,186,127,179,31,30,161,197,132,168,152],"tags":[],"class_list":["post-14112","post","type-post","status-publish","format-standard","hentry","category-133","category-171","category-ai-productions","category-76","category-186","category-127","category-nvidia","category-video","category-image","category-161","category-framework","category-3d","category-linux","category-python"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/14112","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=14112"}],"version-history":[{"count":2,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/14112\/revisions"}],"predecessor-version":[{"id":14114,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/14112\/revisions\/14114"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/14111"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=14112"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=14112"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=14112"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}