{"id":5520,"date":"2024-10-11T02:59:00","date_gmt":"2024-10-10T17:59:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5520"},"modified":"2024-10-11T02:59:00","modified_gmt":"2024-10-10T17:59:00","slug":"small-language-models-survey-measurements-and-insights","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5520","title":{"rendered":"Small Language Models: Survey, Measurements, and Insights\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Small Language Models: Survey, Measurements, and Insights\u00a0<\/strong>[21.2]<br>\u5c0f\u578b\u8a00\u8a9e\u30e2\u30c7\u30eb (SLM) \u306f\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb (LLM) \u306b\u6bd4\u3079\u3066\u5b66\u8853\u7684\u95a2\u5fc3\u304c\u8457\u3057\u304f\u5c11\u306a\u3044\u3002 59\u306e\u6700\u5148\u7aef\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9SLM\u3092\u8abf\u67fb\u3057\u3001\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3001\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068\u3044\u30463\u3064\u306e\u8ef8\u306b\u308f\u305f\u308b\u6280\u8853\u9769\u65b0\u3092\u5206\u6790\u3057\u307e\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2409.15790v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2409.15790v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 24 Sep 2024 06:36:56 GMT)<\/li>\n\n\n\n<li>\u300cThe weight range of SLMs in this work is defined between 100M to 5B.\u300d\u3068\u3044\u3046\u5b9a\u7fa9\u306e\u3082\u3068\u306eSLM\u306b\u95a2\u3059\u308b\u30b5\u30fc\u30d9\u30a4\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/UbiquitousLearning\/SLM_Survey\">GitHub &#8211; UbiquitousLearning\/SLM_Survey<\/a><\/li>\n<\/ul>\n\n\n\n<p><\/p>\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":[223,365,368],"class_list":["post-5520","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm","tag-slm","tag-small-model"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5520","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=5520"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5520\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5520"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5520"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5520"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}