{"id":188003,"date":"2024-04-24T04:23:59","date_gmt":"2024-04-24T09:23:59","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2024\/04\/tiny-but-mighty-the-phi-3-small-language-models-with-big-potential"},"modified":"2024-04-24T04:23:59","modified_gmt":"2024-04-24T09:23:59","slug":"tiny-but-mighty-the-phi-3-small-language-models-with-big-potential","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2024\/04\/tiny-but-mighty-the-phi-3-small-language-models-with-big-potential","title":{"rendered":"Tiny but mighty: The Phi-3 small language models with big potential"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/tiny-but-mighty-the-phi-3-small-language-models-with-big-potential2.jpg\"><\/a><\/p>\n<p>That led the Microsoft Research machine learning expert to wonder how much an AI model could learn using only words a 4-year-old could understand \u2013 and ultimately to an innovative training approach that\u2019s produced a new class of more capable small language models that promises to make AI more accessible to more people.<\/p>\n<p>Large language models (LLMs) have created exciting new opportunities to be more productive and creative using AI. But their size means they can require significant computing resources to operate.<\/p>\n<p>While those models will still be the gold standard for solving many types of complex tasks, Microsoft has been developing a series of small language models (SLMs) that offer many of the same capabilities found in LLMs but are smaller in size and are trained on smaller amounts of data.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>That led the Microsoft Research machine learning expert to wonder how much an AI model could learn using only words a 4-year-old could understand \u2013 and ultimately to an innovative training approach that\u2019s produced a new class of more capable small language models that promises to make AI more accessible to more people. Large language [\u2026]<\/p>\n","protected":false},"author":709,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1522,6],"tags":[],"class_list":["post-188003","post","type-post","status-publish","format-standard","hentry","category-innovation","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/188003","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=188003"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/188003\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=188003"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=188003"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=188003"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}