{"id":5325,"date":"2024-08-27T05:16:00","date_gmt":"2024-08-26T20:16:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5325"},"modified":"2024-08-27T05:16:00","modified_gmt":"2024-08-26T20:16:00","slug":"a-survey-on-model-moerging-recycling-and-routing-among-specialized-experts-for-collaborative-learning","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5325","title":{"rendered":"A Survey on Model MoErging: Recycling and Routing Among Specialized Experts for Collaborative Learning"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>A Survey on Model MoErging: Recycling and Routing Among Specialized Experts for Collaborative Learning\u00a0<\/strong>[136.9]<br>MoErging\u306f\u3001\u5c02\u9580\u5bb6\u306e\u30e2\u30c7\u30eb\u3092\u30ea\u30b5\u30a4\u30af\u30eb\u3057\u3066\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3084\u4e00\u822c\u5316\u3092\u6539\u5584\u3057\u305f\u96c6\u7d04\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u3066\u3044\u308b\u3002 MoErging\u30e1\u30bd\u30c3\u30c9\u306e\u91cd\u8981\u306a\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u306f\u3001\u7279\u5b9a\u306e\u5165\u529b\u3084\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u4f7f\u7528\u3059\u308b\u5c02\u9580\u5bb6\u30e2\u30c7\u30eb\u3092\u6c7a\u5b9a\u3059\u308b\u30eb\u30fc\u30bf\u306e\u4f5c\u6210\u3067\u3042\u308b\u3002 \u3053\u306e\u30b5\u30fc\u30d9\u30a4\u306b\u306f\u3001\u30ad\u30fc\u30c7\u30b6\u30a4\u30f3\u306e\u9078\u629e\u3092\u30ab\u30bf\u30ed\u30b0\u5316\u3057\u3001\u5404\u624b\u6cd5\u306b\u9069\u3057\u305f\u9069\u7528\u65b9\u6cd5\u3092\u660e\u78ba\u306b\u3059\u308b\u305f\u3081\u306e\u65b0\u3057\u3044\u5206\u985e\u304c\u542b\u307e\u308c\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2408.07057v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2408.07057v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 13 Aug 2024 17:49:00 GMT)<\/li>\n\n\n\n<li>\u3044\u308f\u3086\u308bMoE\uff1aMixture-of-Experts\u3088\u308a\u3082\u5e83\u3044\u6982\u5ff5\u3067\u3042\u308bMoErging\uff08a new paradigm for decentralized model development that aims to recycle expert models trained asynchronously by distributed contributors.\uff09\u306e\u30b5\u30fc\u30d9\u30a4<\/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":[250,387],"class_list":["post-5325","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-mixture-of-experts","tag-survey"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5325","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=5325"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5325\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5325"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5325"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5325"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}