{"id":187080,"date":"2024-04-09T22:25:56","date_gmt":"2024-04-10T03:25:56","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2024\/04\/llm2vec-large-language-models-are-secretly-powerful-text-encoders"},"modified":"2024-04-09T22:25:56","modified_gmt":"2024-04-10T03:25:56","slug":"llm2vec-large-language-models-are-secretly-powerful-text-encoders","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2024\/04\/llm2vec-large-language-models-are-secretly-powerful-text-encoders","title":{"rendered":"LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/llm2vec-large-language-models-are-secretly-powerful-text-encoders2.jpg\"><\/a><\/p>\n<p>From mcgill university and facebook CIFAR #AI<\/p>\n<p>LLM2Vec.<\/p>\n<p>Large language models are secretly powerful text encoders.<\/p>\n<p>Large decoder-only language models (#LLMs) are the state-of-the-art models on most of today\u2019s #NLP tasks and #Benchmarks.<\/p>\n<hr>\n<p>Join the discussion on this paper page.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>From mcgill university and facebook CIFAR #AI LLM2Vec. Large language models are secretly powerful text encoders. Large decoder-only language models (#LLMs) are the state-of-the-art models on most of today\u2019s #NLP tasks and #Benchmarks. 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":[6],"tags":[],"class_list":["post-187080","post","type-post","status-publish","format-standard","hentry","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/187080","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=187080"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/187080\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=187080"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=187080"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=187080"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}