{"id":5648401,"date":"2023-07-15T17:07:32","date_gmt":"2023-07-15T21:07:32","guid":{"rendered":"https:\/\/lightning.ai\/pages\/?p=5648401"},"modified":"2023-07-31T05:35:28","modified_gmt":"2023-07-31T09:35:28","slug":"neurips-llm-efficiency-challenge","status":"publish","type":"post","link":"https:\/\/lightning.ai\/pages\/community\/announcements\/neurips-llm-efficiency-challenge\/","title":{"rendered":"NeurIPS LLM Efficiency Challenge"},"content":{"rendered":"<p style=\"text-align: left;\"><div class=\"takeaways card-glow p-4 my-4\"><h3 class=\"w-100 d-block\">Takeaways<\/h3>Finetune Lit-GPT on <span class=\"notion-enable-hover\" data-token-index=\"1\">1 GPU<\/span> in <span class=\"notion-enable-hover\" data-token-index=\"3\">1 day<\/span>\u00a0and get a chance to win a speaker slot at NeurIPS 2023.<\/div>\n<h2>Sign up<\/h2>\n<ul>\n<li><strong>Sign up for the NeurIPS LLM Efficiency challenge <a href=\"https:\/\/llm-efficiency-challenge.github.io\/\">here.<\/a><\/strong><\/li>\n<li><strong>Check out the official <a href=\"https:\/\/github.com\/llm-efficiency-challenge\/neurips_llm_efficiency_challenge\">Starter Kit<\/a> using Lit-GPT<\/strong><\/li>\n<li><a href=\"https:\/\/github.com\/llm-efficiency-challenge\/neurips_llm_efficiency_challenge\/blob\/master\/toy-submission\/README.md\"><strong>Submission Guidelines<\/strong><\/a><\/li>\n<\/ul>\n<h2>Tutorials<\/h2>\n<ul>\n<li><a href=\"https:\/\/lightning.ai\/blog\/how-to-finetune-gpt-like-large-language-models-on-a-custom-dataset\/\"><strong>Learn How To Finetune GPT Like Large Language Models on a Custom Dataset<\/strong><\/a><\/li>\n<li><a href=\"https:\/\/lightning.ai\/pages\/community\/finetuning-falcon-efficiently\/\"><strong>Finetuning Falcon LLMs More Efficiently With LoRA and Adapters<\/strong><\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Sign up Sign up for the NeurIPS LLM Efficiency challenge here. Check out the official Starter Kit using Lit-GPT Submission Guidelines Tutorials Learn How To Finetune GPT Like Large Language Models on a Custom Dataset Finetuning Falcon LLMs More Efficiently With LoRA and Adapters<\/p>\n","protected":false},"author":39,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":"","_links_to":"","_links_to_target":""},"categories":[101],"tags":[],"glossary":[],"acf":{"additional_authors":false,"mathjax":false,"default_editor":true,"show_table_of_contents":false,"hide_from_archive":false,"content_type":"Blog Post","sticky":false,"custom_styles":""},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>NeurIPS LLM Efficiency Challenge - Lightning AI<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/lightning.ai\/pages\/community\/announcements\/neurips-llm-efficiency-challenge\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"NeurIPS LLM Efficiency Challenge - Lightning AI\" \/>\n<meta property=\"og:description\" content=\"Sign up Sign up for the NeurIPS LLM Efficiency challenge here. 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