{"id":189815,"date":"2024-05-21T03:28:34","date_gmt":"2024-05-21T08:28:34","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2024\/05\/towards-modular-llms-by-building-and-reusing-a-library-of-loras"},"modified":"2024-05-21T03:28:34","modified_gmt":"2024-05-21T08:28:34","slug":"towards-modular-llms-by-building-and-reusing-a-library-of-loras","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2024\/05\/towards-modular-llms-by-building-and-reusing-a-library-of-loras","title":{"rendered":"Towards Modular LLMs by Building and Reusing a Library of LoRAs"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/towards-modular-llms-by-building-and-reusing-a-library-of-loras2.jpg\"><\/a><\/p>\n<p>From Microsoft.<\/p>\n<p>Towards Modular LLMs by Building and Reusing a Library of LoRAs <a href=\"https:\/\/huggingface.co\/papers\/2405\">https:\/\/huggingface.co\/papers\/2405<\/a>.<\/p>\n<p>The growing number of parameter-efficient adaptations of a base large language model (LLM) calls for studying whether we can reuse such trained adapters to improve performance for\u2026<\/p>\n<hr>\n<p>Join the discussion on this paper page.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>From Microsoft. Towards Modular LLMs by Building and Reusing a Library of LoRAs https:\/\/huggingface.co\/papers\/2405. The growing number of parameter-efficient adaptations of a base large language model (LLM) calls for studying whether we can reuse such trained adapters to improve performance for\u2026 Join the discussion on this paper page.<\/p>\n","protected":false},"author":709,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[],"class_list":["post-189815","post","type-post","status-publish","format-standard","hentry","category-futurism"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/189815","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\/709"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=189815"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/189815\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=189815"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=189815"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=189815"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}