{"id":5707,"date":"2024-11-13T04:56:00","date_gmt":"2024-11-12T19:56:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5707"},"modified":"2024-11-13T04:56:00","modified_gmt":"2024-11-12T19:56:00","slug":"a-survey-of-small-language-models","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5707","title":{"rendered":"A Survey of Small Language Models\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>A Survey of Small Language Models\u00a0<\/strong>[104.8]<br>\u5c0f\u8a00\u8a9e\u30e2\u30c7\u30eb (SLM) \u306f, \u8a08\u7b97\u8cc7\u6e90\u306e\u6700\u5c0f\u5316\u306b\u3088\u308b\u8a00\u8a9e\u30bf\u30b9\u30af\u306e\u52b9\u7387\u5316\u3068\u6027\u80fd\u306e\u5411\u4e0a\u306b\u3088\u308a, \u307e\u3059\u307e\u3059\u91cd\u8981\u306b\u306a\u3063\u3066\u304d\u3066\u3044\u308b\u3002 \u672c\u7a3f\u3067\u306f,SLM\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3,\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u6280\u8853,\u30e2\u30c7\u30eb\u5727\u7e2e\u6280\u8853\u306b\u7740\u76ee\u3057\u305f\u7dcf\u5408\u7684\u306a\u8abf\u67fb\u3092\u884c\u3046\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2410.20011v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2410.20011v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Fri, 25 Oct 2024 23:52:28 GMT)<\/li>\n\n\n\n<li>Small Language Model\uff08\u3068\u3044\u3063\u3066\u3082\u611f\u899a\u7684\u306b\u306f\u5c0f\u898f\u6a21LLM\uff09\u306e\u30b5\u30fc\u30d9\u30a4<\/li>\n\n\n\n<li>\u300cThe inherent difficulty of a survey of small language models is that the definitions of \u201csmall\u201d and \u201clarge\u201d are a function of both context and time. GPT2, a \u201clarge language model\u201d in 2019 at 1.5B parameters, is smaller than many \u201csmall\u201d language models covered in this survey.\u300d\u3068\u3042\u308b\u901a\u308a\u3001Small\u3068\u306f\uff1f\u3068\u3044\u3046\u306e\u304c\u5927\u304d\u306a\u7591\u554f\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":[365,368,387],"class_list":["post-5707","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-slm","tag-small-model","tag-survey"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5707","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=5707"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5707\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5707"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5707"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5707"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}