{"id":10814,"date":"2026-08-06T18:20:25","date_gmt":"2026-08-06T10:20:25","guid":{"rendered":"https:\/\/infernews.com\/blog\/towards-physics-of-multimodal-pretraining\/"},"modified":"2026-08-06T18:20:25","modified_gmt":"2026-08-06T10:20:25","slug":"towards-physics-of-multimodal-pretraining","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/towards-physics-of-multimodal-pretraining\/","title":{"rendered":"Meta \u63d0\u51fa\u591a\u6a21\u614b\u9810\u8a13\u7df4\u7684\u95dc\u9375\uff1a\u8996\u89ba\u8981\u53ca\u65e9\u878d\u5165"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/08\/part12_data_samples.jpg\" alt=\"Og image\"><\/figure>\n\n\n\n<p 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laziness\u300d\u6307\u6a21\u578b\u904e\u5ea6\u4f9d\u8cf4\u8a9e\u8a00\u6377\u5f91\uff0c\u672a\u6709\u5145\u5206\u5b78\u7fd2\u5f71\u50cf\u8a0a\u865f\u3002\u7814\u7a76\u6bd4\u8f03\u65e9\u671f\u7d71\u4e00\u8a13\u7df4\u3001\u5f8c\u671f\u6574\u5408\u53ca\u9806\u5e8f\u5f0f\u8a13\u7df4\u5f8c\u8a8d\u70ba\uff0c\u8996\u89ba\u8207\u8a9e\u8a00\u7531\u4e00\u958b\u59cb\u5171\u540c\u6f14\u5316\uff0c\u8868\u73fe\u6703\u8f03\u7a69\u5b9a\uff1b\u5c07\u8996\u89ba\u8cc7\u6599\u5ef6\u5f8c\u52a0\u5165\uff0c\u5373\u4f7f\u6a21\u578b\u5176\u5f8c\u63a5\u89f8\u5f71\u50cf\uff0c\u4e5f\u672a\u5fc5\u80fd\u88dc\u56de\u65e9\u671f\u932f\u5931\u7684\u8868\u5fb5\u5b78\u7fd2\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5718\u968a\u628a\u53d7\u63a7\u5be6\u9a57\u5f97\u51fa\u7684\u8cc7\u6599\u6df7\u5408\u6bd4\u4f8b\u8207\u64f4\u5c55\u7b56\u7565\uff0c\u5957\u7528\u81f3\u4ee5 2T tokens \u8a13\u7df4\u7684 13.5B Mixture-of-Experts\uff08MoE\uff09\u6a21\u578b\u9a57\u8b49\u3002\u5c0d\u8a2d\u8a08\u591a\u6a21\u614b\u57fa\u790e\u6a21\u578b\u7684\u4eba\u800c\u8a00\uff0c\u7814\u7a76\u63d0\u4f9b\u7684\u50f9\u503c\u4e0d\u5728\u55ae\u4e00\u67b6\u69cb\uff0c\u800c\u662f\u6307\u51fa\u8cc7\u6599\u914d\u6bd4\u3001\u4efb\u52d9\u96e3\u5ea6\u3001\u5171\u4eab\u8a2d\u8a08\u8207\u6574\u5408\u6642\u6a5f\uff0c\u5747\u6703\u76f4\u63a5\u5f71\u97ff\u6a21\u578b\u662f\u5426\u771f\u6b63\u5b78\u6703\u904b\u7528\u8996\u89ba\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/junlinhan.github.io\/projects\/physics_of_mm_pretrain\/\" rel=\"noopener noreferrer\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a> \u00b7 <a href=\"https:\/\/arxiv.org\/pdf\/2608.05000\" rel=\"noopener noreferrer\"><strong>Paper<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6a21\u578b\u5b78\u7fd2\u6587\u5b57\u3001\u770b\u5716\u8207\u751f\u6210\u5716\u50cf\uff0c\u672a\u5fc5\u6703\u81ea\u7136\u4e92\u76f8\u589e\u76ca\u3002\u9019\u7d44\u7814\u7a76\u62c6\u89e3\u77e5\u8b58\u5982\u4f55\u6d41\u52d5\uff0c\u4e26\u63d0\u51fa\u66f4\u6709\u6548\u7684\u591a\u6a21\u614b\u9810\u8a13\u7df4\u914d\u65b9\u3002<\/p>\n","protected":false},"author":8,"featured_media":10813,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","footnotes":""},"categories":[119,127,188],"tags":[],"class_list":["post-10814","post","type-post","status-publish","format-standard","hentry","category-119","category-127","category-meta"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10814","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=10814"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10814\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/10813"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=10814"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=10814"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=10814"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}