{"id":4655,"date":"2024-04-02T22:29:12","date_gmt":"2024-04-02T13:29:12","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4655"},"modified":"2024-04-02T22:29:12","modified_gmt":"2024-04-02T13:29:12","slug":"jamba-a-hybrid-transformer-mamba-language-model","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4655","title":{"rendered":"Jamba: A Hybrid Transformer-Mamba Language Model"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Jamba: A Hybrid Transformer-Mamba Language Model\u00a0<\/strong>[36.5]<br>\u672c\u7a3f\u3067\u306f,\u65b0\u3057\u3044\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u306aTransformer-Mamba\u6df7\u5728\u578b\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306b\u57fa\u3065\u304f,\u65b0\u3057\u3044\u30d9\u30fc\u30b9\u3068\u306a\u308b\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3067\u3042\u308bJamba\u3092\u7d39\u4ecb\u3059\u308b\u3002 Jamba\u306fTransformer\u5c64\u3068Mamba\u5c64\u306e\u30d6\u30ed\u30c3\u30af\u3092\u30a4\u30f3\u30bf\u30fc\u30ea\u30fc\u30d6\u3057\u3001\u4e21\u65b9\u306e\u30e2\u30c7\u30eb\u30d5\u30a1\u30df\u30ea\u30fc\u306e\u5229\u70b9\u3092\u4eab\u53d7\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2403.19887v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2403.19887v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 28 Mar 2024 23:55:06 GMT)<\/li>\n\n\n\n<li><a href=\"https:\/\/devneko.jp\/wordpress\/?p=4630\">DBRX, Jamba, Grok-1.5, RWKV Finch \u2013 arXiv\u6700\u65b0\u8ad6\u6587\u306e\u7d39\u4ecb (devneko.jp)<\/a>\u3067\u7d39\u4ecb\u3057\u305fJamba\u306e\u8ad6\u6587\u3002\u30e2\u30c7\u30eb\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u8a73\u7d30\u306a\u3069\u304c\u7d39\u4ecb\u3055\u308c\u3066\u3044\u308b\u3002\u300cCombining Transformer, Mamba, and MoE elements allows flexibility in balancing among the sometimes conflicting objectives of low memory usage, high throughput, and high quality.\u300d\u3068\u3042\u308a\u3001\u516852B\u30d1\u30e9\u30e1\u30fc\u30bf\u3060\u304cActive\u306a\u3082\u306e\u306f12B\u3001KV\u30ad\u30e3\u30c3\u30b7\u30e5\u306f4GB\uff08256K\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\uff09\u3068\u3068\u3066\u3082\u8efd\u91cf\u3002Mistral\u3060\u3068\u30d1\u30e9\u30e1\u30fc\u30bf7.2B\u3001Active\u306a\u3082\u306e\u30827.2B\u3067KV\u30ad\u30e3\u30c3\u30b7\u30e5\u306f32GB\u3001Mixstral\u3060\u3068\u540c46.7B, 12.9B, 32GB\u3002\uff08\u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u9577\u3059\u304e\u3058\u3083\u306a\u3044\u304b\u3068\u601d\u308f\u306a\u304f\u306f\u306a\u3044\u304c\uff09\u3000\u6027\u80fd\u306fMixstral\u3068\u826f\u3044\u52dd\u8ca0\u3067\u3042\u308a\u975e\u5e38\u306b\u52b9\u7387\u7684\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/huggingface.co\/ai21labs\/Jamba-v0.1\">ai21labs\/Jamba-v0.1 \u00b7 Hugging Face<\/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":[223,235],"class_list":["post-4655","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm","tag-mamba"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4655","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=4655"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4655\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4655"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4655"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4655"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}