{"id":201707,"date":"2024-12-16T00:28:30","date_gmt":"2024-12-16T06:28:30","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2024\/12\/llms-dont-need-all-the-attention-layers-study-shows"},"modified":"2024-12-16T00:28:30","modified_gmt":"2024-12-16T06:28:30","slug":"llms-dont-need-all-the-attention-layers-study-shows","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2024\/12\/llms-dont-need-all-the-attention-layers-study-shows","title":{"rendered":"LLMs don\u2019t need all the attention layers, study shows"},"content":{"rendered":"<p style=\"padding-right: 20px\"><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/llms-dont-need-all-the-attention-layers-study-shows3.jpg\"><\/a><\/p>\n<p>LLMs can shed a substantial portion of their attention layers without hurting their performance.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>LLMs can shed a substantial portion of their attention layers without hurting their performance.<\/p>\n","protected":false},"author":662,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[],"class_list":["post-201707","post","type-post","status-publish","format-standard","hentry","category-futurism"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/201707","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/662"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=201707"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/201707\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=201707"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=201707"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=201707"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}