{"id":5333,"date":"2024-08-27T03:14:00","date_gmt":"2024-08-26T18:14:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5333"},"modified":"2024-08-27T03:14:00","modified_gmt":"2024-08-26T18:14:00","slug":"open-finllms-open-multimodal-large-language-models-for-financial-applications","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5333","title":{"rendered":"Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications\u00a0<\/strong>[90.7]<br>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306f\u9ad8\u5ea6\u306a\u91d1\u878d\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u6301\u3063\u3066\u3044\u308b\u304c\u3001\u5341\u5206\u306a\u8ca1\u52d9\u77e5\u8b58\u304c\u306a\u304f\u3001\u30c6\u30fc\u30d6\u30eb\u3084\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u3068\u3044\u3063\u305f\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u5165\u529b\u306b\u95a2\u308f\u308b\u30bf\u30b9\u30af\u306b\u82e6\u52b4\u3059\u308b\u3053\u3068\u304c\u591a\u3044\u3002 \u6211\u3005\u306f\u3001\u7dcf\u5408\u7684\u306a\u8ca1\u52d9\u77e5\u8b58\u3092\u30c6\u30ad\u30b9\u30c8\u3001\u30c6\u30fc\u30d6\u30eb\u3001\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u306b\u7d44\u307f\u8fbc\u3080\u4e00\u9023\u306e\u91d1\u878dLLM\u3067\u3042\u308btextitOpen-FinLLMs\u3092\u7d39\u4ecb\u3059\u308b\u3002 \u307e\u305f\u3001\u8907\u96d1\u306a\u8ca1\u52d9\u30c7\u30fc\u30bf\u578b\u3092\u6271\u3046\u305f\u3081\u306b\u30011.43M\u306e\u753b\u50cf\u30c6\u30ad\u30b9\u30c8\u547d\u4ee4\u3067\u8a13\u7df4\u3055\u308c\u305f\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30ebLLM\u3067\u3042\u308bFinLLaVA\u306b\u3064\u3044\u3066\u3082\u7d39\u4ecb\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2408.11878v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2408.11878v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 20 Aug 2024 16:15:28 GMT)<\/li>\n\n\n\n<li>\u91d1\u878d\u7279\u5316\u578b\u306eLLM\u3001LLaMA3-8B\u00a0\u3092\u30d0\u30c3\u30af\u30dc\u30fc\u30f3\u3068\u3057\u3066\u91d1\u878d\u80fd\u529b\u3092\u5f37\u5316\u3001CLIP+FinLlaMA\u306a\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u7248\u3082\u69cb\u7bc9\u3002\u30d9\u30fc\u30b9\u30e2\u30c7\u30eb\u53ca\u3073BoombergGPT\u3092\u4e0a\u56de\u308b\u7d50\u679c\u3001\u300cNotably, FinLLaMA models exhibit comparable performance to GPT-4 in multimodal financial tasks despite their smaller size, highlighting their efficiency and effectiveness.\u300d\u3068\u306e\u3053\u3068\u3002<\/li>\n\n\n\n<li>\u9014\u4e2d\u306e\u8868\u3067LLama3 8B\u3088\u308aLlama3.1 8B\u306e\u30b9\u30b3\u30a2\u304c\u4f4e\u3044\u7b87\u6240\u304c\u3042\u308a\u3001\u305d\u306e\u5dee\u306b\u3082\u8208\u5473\u304c\u3042\u308b\u3068\u3053\u308d\u3002<\/li>\n\n\n\n<li>\u300cWe present Open-FinLLMs, a series of financial LLMs trained using three comprehensive datasets tailored for different training stages\u300d\u3068\u3057\u3066<a href=\"https:\/\/huggingface.co\/collections\/TheFinAI\/open-finllms-66b671f2b4958a65e20decbe\">Open FinLLMs &#8211; a TheFinAI Collection (huggingface.co)<\/a>\u304c\u30ea\u30f3\u30af\u3055\u308c\u3066\u3044\u308b\u304c\u73fe\u6642\u70b9\u3067\u306f\u30c7\u30fc\u30bf\u304c\u306a\u3044\u3088\u3046\u306b\u898b\u3048\u308b\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":[223,665],"class_list":["post-5333","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm","tag-665"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5333","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=5333"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5333\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5333"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5333"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5333"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}