{"id":4501,"date":"2024-03-01T06:23:00","date_gmt":"2024-02-29T21:23:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4501"},"modified":"2024-03-01T06:23:00","modified_gmt":"2024-02-29T21:23:00","slug":"llm%e7%94%a8%e9%87%91%e8%9e%8d%e3%83%99%e3%83%b3%e3%83%81%e3%83%9e%e3%83%bc%e3%82%af%e3%81%a8%e9%87%91%e8%9e%8d%e7%89%b9%e5%8c%96%e5%9e%8bllm","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4501","title":{"rendered":"LLM\u7528\u91d1\u878d\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3068\u91d1\u878d\u7279\u5316\u578bLLM"},"content":{"rendered":"\n<p>LLM\u3067\u3082\u91d1\u878d\u5206\u91ce\u306e\u7814\u7a76\u306f\u591a\u3044\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>The FinBen: An Holistic Financial Benchmark for Large Language Models\u00a0<\/strong>[75.1]<br>FinBen\u306f\u3001\u91d1\u878d\u5206\u91ce\u306b\u304a\u3051\u308bLLM\u306e\u80fd\u529b\u3092\u5fb9\u5e95\u7684\u306b\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306b\u8a2d\u8a08\u3055\u308c\u305f\u3001\u521d\u3081\u3066\u306e\u5305\u62ec\u7684\u306a\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u8a55\u4fa1\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u3042\u308b\u3002 FinBen\u306f\u300123\u306e\u8ca1\u52d9\u30bf\u30b9\u30af\u306b\u308f\u305f\u308b35\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u542b\u307f\u3001Cattell-Horn-Carroll\u7406\u8ad6\u306b\u30a4\u30f3\u30b9\u30d1\u30a4\u30a2\u3055\u308c\u305f3\u3064\u306e\u96e3\u6613\u5ea6\u306b\u5206\u985e\u3055\u308c\u3066\u3044\u308b\u3002 GPT-4, ChatGPT, \u305d\u3057\u3066\u6700\u65b0\u306eGemini\u3092\u542b\u308015\u306e\u4ee3\u8868\u7684\u306aLLM\u3092\u8a55\u4fa1\u3057\u305f\u7d50\u679c, \u91d1\u878d\u5206\u91ce\u306b\u304a\u3051\u308b\u305d\u306e\u5f37\u307f\u3068\u9650\u754c\u306b\u3064\u3044\u3066\u306e\u77e5\u898b\u304c\u5f97\u3089\u308c\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2402.12659v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2402.12659v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 20 Feb 2024 02:16:16 GMT)<\/li>\n\n\n\n<li>\u91d1\u878d\u5206\u91ce\u306b\u304a\u3051\u308bLLM\u306e\u8a55\u4fa1\u7528\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3001GPT-4\u306f\u3055\u3059\u304c\u306e\u6027\u80fd\u3060\u304cGemini\u3082\u3088\u3044\u7dda\u3092\u884c\u3063\u3066\u3044\u3066\u30bf\u30b9\u30af\u306b\u3088\u3063\u3066\u306f\u512a\u308c\u3066\u3044\u308b\u3002Gemini Pro\u306e\u7d50\u679c\u306e\u3088\u3046\u3067\u3042\u308a\u3001Ultra\u304c\u697d\u3057\u307f<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/The-FinAI\/PIXIU\">The-FinAI\/PIXIU: This repository introduces PIXIU, an open-source resource featuring the first financial large language models (LLMs), instruction tuning data, and evaluation benchmarks to holistically assess financial LLMs. Our goal is to continually push forward the open-source development of financial artificial intelligence (AI). (github.com)<\/a><\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>FinTral: A Family of GPT-4 Level Multimodal Financial Large Language Models\u00a0<\/strong>[20.0]<br>FinTral\u306f\u3001Mistral-7b\u30e2\u30c7\u30eb\u306b\u57fa\u3065\u3044\u3066\u69cb\u7bc9\u3055\u308c\u3001\u8ca1\u52d9\u5206\u6790\u7528\u306b\u8abf\u6574\u3055\u308c\u305f\u3001\u6700\u5148\u7aef\u306e\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u306e\u30b9\u30a4\u30fc\u30c8\u3067\u3042\u308b\u3002 \u6211\u3005\u306fFinTral\u3092\u30c9\u30e1\u30a4\u30f3\u56fa\u6709\u306e\u4e8b\u524d\u8a13\u7df4\u3001\u547d\u4ee4\u5fae\u8abf\u6574\u3001RLAIF\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3067\u5f37\u5316\u3059\u308b\u3002 \u6211\u3005\u306eFinTral\u30e2\u30c7\u30eb\u306f\u3001FinTral-DPO-T&amp;R\u3068\u547c\u3070\u308c\u308b\u9ad8\u5ea6\u306a\u30c4\u30fc\u30eb\u3068\u691c\u7d22\u624b\u6cd5\u3092\u7528\u3044\u3066\u76f4\u63a5\u9078\u597d\u6700\u9069\u5316\u3092\u8a13\u7df4\u3057\u3001\u4f8b\u5916\u7684\u306a\u30bc\u30ed\u30b7\u30e7\u30c3\u30c8\u6027\u80fd\u3092\u793a\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2402.10986v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2402.10986v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Fri, 16 Feb 2024 05:05:12 GMT)<\/li>\n\n\n\n<li>\u3053\u3061\u3089\u306fMistral\u3092\u30d9\u30fc\u30b9\u306b\u3057\u305fLLM<\/li>\n\n\n\n<li>\u30c9\u30e1\u30a4\u30f3\u7279\u5316\u3067\u3042\u308c\u30707B\u3067GPT-4\u3068\u5341\u5206\u6226\u3048\u308b\u70b9\u306f\u9762\u767d\u3044<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>LLM\u3067\u3082\u91d1\u878d\u5206\u91ce\u306e\u7814\u7a76\u306f\u591a\u3044\u3002<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[223,517,665],"class_list":["post-4501","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm","tag-517","tag-665"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4501","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=4501"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4501\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4501"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4501"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4501"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}