{"id":185781,"date":"2024-03-22T14:30:18","date_gmt":"2024-03-22T19:30:18","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2024\/03\/qualcomm-ai-research-llm-surgeon"},"modified":"2024-03-22T14:30:18","modified_gmt":"2024-03-22T19:30:18","slug":"qualcomm-ai-research-llm-surgeon","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2024\/03\/qualcomm-ai-research-llm-surgeon","title":{"rendered":"Qualcomm-AI-research\/llm-surgeon"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/qualcomm-ai-research-llm-surgeon2.jpg\"><\/a><\/p>\n<p>The LLM Surgeon.<\/p>\n<p>\u201cThe LLM Surgeon,\u201d accepted at ICLR 2024, achieves SOTA in LLM pruning in all unstructured, semi-structured, and the most challenging but most effective structured pruning that removes entire matrix rows\/columns.<\/p>\n<p>Paper page: <a href=\"https:\/\/huggingface.co\/papers\/2312.17244\">https:\/\/huggingface.co\/papers\/2312.17244<\/a> Code: <a href=\"https:\/\/github.com\/notifications\/beta\/shelf\">https:\/\/github.com\/notifications\/beta\/shelf<\/a><\/p>\n<hr>\n<p>Contribute to Qualcomm-AI-research\/llm-surgeon development by creating an account on GitHub.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The LLM Surgeon. \u201cThe LLM Surgeon,\u201d accepted at ICLR 2024, achieves SOTA in LLM pruning in all unstructured, semi-structured, and the most challenging but most effective structured pruning that removes entire matrix rows\/columns. Paper page: https:\/\/huggingface.co\/papers\/2312.17244 Code: https:\/\/github.com\/notifications\/beta\/shelf Contribute to Qualcomm-AI-research\/llm-surgeon development by creating an account on GitHub.<\/p>\n","protected":false},"author":709,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11,6],"tags":[],"class_list":["post-185781","post","type-post","status-publish","format-standard","hentry","category-biotech-medical","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/185781","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=185781"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/185781\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=185781"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=185781"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=185781"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}