{"id":4622,"date":"2024-03-29T05:14:00","date_gmt":"2024-03-28T20:14:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4622"},"modified":"2024-03-29T05:14:00","modified_gmt":"2024-03-28T20:14:00","slug":"peft%e3%81%ae%e3%82%b5%e3%83%bc%e3%83%99%e3%82%a4","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4622","title":{"rendered":"PEFT\u306e\u30b5\u30fc\u30d9\u30a4"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey\u00a0<\/strong>[57.5]<br>Efficient Fine-Tuning (PEFT) \u306f\u3001\u69d8\u3005\u306a\u4e0b\u6d41\u30bf\u30b9\u30af\u306b\u5bfe\u3057\u3066\u5927\u304d\u306a\u30e2\u30c7\u30eb\u3092\u52b9\u7387\u7684\u306b\u9069\u5fdc\u3059\u308b\u3053\u3068\u3067\u3001\u5b9f\u7528\u7684\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3059\u308b\u3002 PEFT\u306f\u3001\u4e8b\u524d\u8a13\u7df4\u3055\u308c\u305f\u5927\u898f\u6a21\u30e2\u30c7\u30eb\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u8abf\u6574\u3057\u3066\u7279\u5b9a\u306e\u30bf\u30b9\u30af\u306b\u9069\u5fdc\u3055\u305b\u3001\u8ffd\u52a0\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3084\u8a08\u7b97\u30ea\u30bd\u30fc\u30b9\u306e\u6570\u3092\u6700\u5c0f\u9650\u306b\u3059\u308b\u30d7\u30ed\u30bb\u30b9\u3092\u6307\u3059\u3002 \u3053\u306e\u8abf\u67fb\u306f\u3001PEFT\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3068\u305d\u306e\u30b7\u30b9\u30c6\u30e0\u5b9f\u88c5\u306e\u4e21\u65b9\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u3092\u76ee\u7684\u3068\u3057\u305f\u7814\u7a76\u8005\u306b\u3068\u3063\u3066\u5fc5\u9808\u306e\u30ea\u30bd\u30fc\u30b9\u3067\u3042\u308a\u3001\u6700\u8fd1\u306e\u9032\u6b69\u3068\u5b9f\u7528\u5316\u306b\u95a2\u3059\u308b\u8a73\u7d30\u306a\u77e5\u898b\u3092\u63d0\u4f9b\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2403.14608v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2403.14608v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 21 Mar 2024 17:55:50 GMT)<\/li>\n\n\n\n<li>PEFT\u306e\u30b5\u30fc\u30d9\u30a4<\/li>\n\n\n\n<li>\u975e\u5e38\u306b\u591a\u304f\u306e\u7814\u7a76\u6210\u679c\u304c\u51fa\u3066\u3044\u308b\u9818\u57df\u3067\u3042\u308a\u3001\u307b\u3093\u3068\u3046\u306b\u3042\u308a\u304c\u305f\u3044<\/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":[150,299,551],"class_list":["post-4622","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-fine-tuning","tag-peft","tag-551"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4622","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=4622"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4622\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4622"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4622"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4622"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}