{"id":7360,"date":"2025-09-03T05:35:00","date_gmt":"2025-09-02T20:35:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7360"},"modified":"2025-09-01T13:37:59","modified_gmt":"2025-09-01T04:37:59","slug":"onerec-v2-technical-report","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7360","title":{"rendered":"OneRec-V2 Technical Report"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>OneRec-V2 Technical Report\u00a0<\/strong>[93.9]<br>OneRec\u306f\u3001\u81ea\u5df1\u56de\u5e30\u751f\u6210\u30bf\u30b9\u30af\u3068\u3057\u3066\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u3092\u518d\u69cb\u7bc9\u3057\u3001\u9ad8\u3044\u30e2\u30c7\u30ebFLOP\u306e\u5229\u7528\u3092\u9054\u6210\u3059\u308b\u3002 Lazy Decoder-Only Architecture: \u30a8\u30f3\u30b3\u30fc\u30c0\u30dc\u30c8\u30eb\u30cd\u30c3\u30af\u3092\u6392\u9664\u3057\u3001\u5168\u4f53\u306e\u8a08\u7b97\u309294%\u524a\u6e1b\u3057\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30ea\u30bd\u30fc\u30b9\u309290%\u524a\u6e1b\u3059\u308b\u3002 \u73fe\u5b9f\u306e\u30e6\u30fc\u30b6\u30a4\u30f3\u30bf\u30e9\u30af\u30b7\u30e7\u30f3\u306b\u3088\u308b\u512a\u5148\u5ea6\u8abf\u6574: \u30e6\u30fc\u30b6\u306e\u597d\u307f\u306b\u5408\u3046\u3088\u3046\u306b\u3001\u7d99\u7d9a\u610f\u8b58\u306e\u30ea\u30ef\u30fc\u30c9\u30b7\u30a7\u30a4\u30d4\u30f3\u30b0\u3068\u30a2\u30c0\u30d7\u30c6\u30a3\u30d6\u6bd4\u30af\u30ea\u30c3\u30d4\u30f3\u30b0\u3092\u7d44\u307f\u8fbc\u3080\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2508.20900v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2508.20900v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 28 Aug 2025 15:29:51 GMT)<\/li>\n\n\n\n<li>AR\u30e2\u30c7\u30eb\u3092\u7528\u3044\u305f\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3<\/li>\n\n\n\n<li>\u300cScaling: Although we observed a continuous decrease in loss as the model scaled from 0.1B to 8B, the downward trend does not strictly adhere to scaling laws (Kaplan et al , 2020)\u300d\u3068\u306e\u3053\u3068\u3060\u304c\u3001\u305d\u308c\u3063\u307d\u3044\u6319\u52d5\u306f\u898b\u3048\u3066\u3044\u308b\u306e\u304c\u9762\u767d\u3044\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[327],"class_list":["post-7360","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-recommendation"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7360","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=7360"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7360\/revisions"}],"predecessor-version":[{"id":7361,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7360\/revisions\/7361"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7360"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7360"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7360"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}