{"id":200719,"date":"2024-12-03T17:23:22","date_gmt":"2024-12-03T23:23:22","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2024\/12\/liquid-ais-new-star-model-architecture-outshines-transformer-efficiency"},"modified":"2024-12-03T17:23:22","modified_gmt":"2024-12-03T23:23:22","slug":"liquid-ais-new-star-model-architecture-outshines-transformer-efficiency","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2024\/12\/liquid-ais-new-star-model-architecture-outshines-transformer-efficiency","title":{"rendered":"Liquid AI\u2019s new STAR model architecture outshines Transformer efficiency"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/liquid-ais-new-star-model-architecture-outshines-transformer-efficiency2.jpg\"><\/a><\/p>\n<p>As described in that paper and henceforth, a transformer is a deep learning neural network architecture that processes sequential data, such as text or time-series information.<\/p>\n<p>Now, MIT-birthed startup Liquid AI has introduced STAR (Synthesis of Tailored Architectures), an innovative framework designed to automate the generation and optimization of AI model architectures.<\/p>\n<p>The STAR framework leverages evolutionary algorithms and a numerical encoding system to address the complex challenge of balancing quality and efficiency in deep learning models.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>As described in that paper and henceforth, a transformer is a deep learning neural network architecture that processes sequential data, such as text or time-series information. Now, MIT-birthed startup Liquid AI has introduced STAR (Synthesis of Tailored Architectures), an innovative framework designed to automate the generation and optimization of AI model architectures. The STAR framework [\u2026]<\/p>\n","protected":false},"author":396,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[41,6],"tags":[],"class_list":["post-200719","post","type-post","status-publish","format-standard","hentry","category-information-science","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/200719","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\/396"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=200719"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/200719\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=200719"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=200719"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=200719"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}