{"id":4290,"date":"2024-01-19T05:24:00","date_gmt":"2024-01-18T20:24:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4290"},"modified":"2024-01-19T05:24:00","modified_gmt":"2024-01-18T20:24:00","slug":"mixtral-of-experts","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4290","title":{"rendered":"Mixtral of Experts\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Mixtral of Experts\u00a0<\/strong>[57.4]<br>Mixtral 8x7B\u306f\u30b9\u30d1\u30fc\u30b9\u30fb\u30df\u30c3\u30af\u30b9\u30fb\u30aa\u30d6\u30fb\u30a8\u30ad\u30b9\u30d1\u30fc\u30c8\u30ba(SMOE)\u8a00\u8a9e\u30e2\u30c7\u30eb\u3067\u3042\u308b\u3002 Mixtral\u306f\u6570\u5b66\u3001\u30b3\u30fc\u30c9\u751f\u6210\u3001\u591a\u8a00\u8a9e\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067Llama 270B\u3092\u306f\u308b\u304b\u306b\u4e0a\u56de\u3063\u3066\u3044\u308b\u3002 \u307e\u305f\u3001GPT-3.5 Turbo\u3001Claude-2.1\u3001Gemini Pro\u3001Llama 2 70B\u3092\u8d85\u8d8a\u3057\u305fMixtral 8x7B &#8211; Instruct\u3068\u3044\u3046\u547d\u4ee4\u306b\u5f93\u3046\u3088\u3046\u306b\u5fae\u8abf\u6574\u3055\u308c\u305f\u30e2\u30c7\u30eb\u3082\u63d0\u4f9b\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2401.04088v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2401.04088v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 8 Jan 2024 18:47:34 GMT)<\/li>\n\n\n\n<li>\u9ad8\u6027\u80fd\u3067\u8a71\u984c\u306b\u306a\u3063\u305fMixtral\u306e\u8ad6\u6587\u3002\u300cSurprisingly, we do not observe obvious patterns in the assignment of experts based on the topic.\u300d\u306f\u9a5a\u304d<\/li>\n\n\n\n<li><a href=\"https:\/\/mistral.ai\/news\/mixtral-of-experts\/\">Mixtral of experts | Mistral AI | Open-weight models<\/a><\/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":[223,250,293],"class_list":["post-4290","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm","tag-mixture-of-experts","tag-oss"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4290","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=4290"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4290\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4290"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4290"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4290"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}