{"id":5298,"date":"2024-08-14T06:35:00","date_gmt":"2024-08-13T21:35:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5298"},"modified":"2024-08-14T06:35:00","modified_gmt":"2024-08-13T21:35:00","slug":"rag-foundry","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5298","title":{"rendered":"RAG Foundry"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>RAG Foundry: A Framework for Enhancing LLMs for Retrieval Augmented Generation\u00a0<\/strong>[8.4]<br>\u6211\u3005\u306f\u3001RAG\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306e\u305f\u3081\u306e\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb\u3092\u62e1\u5f35\u3059\u308b\u305f\u3081\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3042\u308bRAG Foundry\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002 RAG Foundry\u306f\u30c7\u30fc\u30bf\u751f\u6210\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3001\u63a8\u8ad6\u3001\u8a55\u4fa1\u3092\u5358\u4e00\u306e\u30ef\u30fc\u30af\u30d5\u30ed\u30fc\u306b\u7d71\u5408\u3059\u308b\u3002 \u591a\u69d8\u306aRAG\u69cb\u6210\u3092\u6301\u3064Llama-3\u304a\u3088\u3073Phi-3\u30e2\u30c7\u30eb\u3092\u62e1\u5f35\u3057,\u5fae\u8abf\u6574\u3059\u308b\u3053\u3068\u3067,\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306e\u6709\u52b9\u6027\u3092\u793a\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2408.02545v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2408.02545v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 05 Aug 2024 15:16:24 GMT)<\/li>\n\n\n\n<li>\u300can open-source library dedicated to the task of RAG-augmentation of LLMs, namely fine-tuning LLMs to become better at RAG settings.\u300d\u306e\u305f\u3081\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/IntelLabs\/RAGFoundry\">GitHub &#8211; IntelLabs\/RAGFoundry: Framework for specializing LLMs for retrieval-augmented-generation tasks using fine-tuning.<\/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":[324],"class_list":["post-5298","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-rag"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5298","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=5298"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5298\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5298"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5298"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5298"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}