{"id":5081,"date":"2024-07-03T04:33:00","date_gmt":"2024-07-02T19:33:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5081"},"modified":"2024-07-03T04:33:00","modified_gmt":"2024-07-02T19:33:00","slug":"vit-1-58b","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5081","title":{"rendered":"ViT-1.58b"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>ViT-1.58b: Mobile Vision Transformers in the 1-bit Era\u00a0<\/strong>[27.7]<br>\u672c\u7a3f\u3067\u306f\u3001\u30e1\u30e2\u30ea\u3068\u8a08\u7b97\u30aa\u30fc\u30d0\u30fc\u30d8\u30c3\u30c9\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3059\u308b\u65b0\u3057\u30441.58\u30d3\u30c3\u30c8\u91cf\u5b50\u5316ViT\u30e2\u30c7\u30ebViT-1.58b\u3092\u7d39\u4ecb\u3059\u308b\u3002 CIFAR-10 \u3068 ImageNet-1k \u306e\u5b9f\u9a13\u3067\u306f\u3001ViT-1.58b \u306f\u5b8c\u5168\u7cbe\u5ea6\u306e Vit \u306b\u5339\u6575\u3059\u308b\u7cbe\u5ea6\u3092\u7dad\u6301\u3057\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2406.18051v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2406.18051v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 26 Jun 2024 04:01:19 GMT)<\/li>\n\n\n\n<li><a href=\"https:\/\/devneko.jp\/wordpress\/?p=4503\">1 bit(1.58 bit)\u306aLLM\u3068HAWK\u30fbGriffin \u2013 arXiv\u6700\u65b0\u8ad6\u6587\u306e\u7d39\u4ecb (devneko.jp)<\/a>\u306eViT\u7248\u3001\u300cOur results show that ViT-1.58b achieves competitive accuracy on benchmarks like CIFAR10 and ImageNet-1k with significantly lower resource requirements.\u300d\u3068ViT\u3067\u3082\u826f\u3044\u7d50\u679c\u3089\u3057\u3044\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/DLYuanGod\/ViT-1.58b\">GitHub &#8211; DLYuanGod\/ViT-1.58b<\/a><\/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":[415],"class_list":["post-5081","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-transformer"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5081","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=5081"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5081\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5081"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5081"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5081"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}