{"id":29411,"date":"2025-01-14T08:21:46","date_gmt":"2025-01-14T02:51:46","guid":{"rendered":"https:\/\/vajiramandravi.com\/current-affairs\/?p=29411"},"modified":"2025-04-09T02:53:31","modified_gmt":"2025-04-08T21:23:31","slug":"small-language-models","status":"publish","type":"post","link":"https:\/\/vajiramandravi.com\/current-affairs\/small-language-models\/","title":{"rendered":"What are Small Language Models (SLMs)?"},"content":{"rendered":"<h2><strong>About Small Language Models (SLMs):<\/strong><\/h2>\n<ul>\n<li>SLMs represent a <strong>specialized subset within<\/strong> the <strong>broader domain of artificial intelligence<\/strong>, <strong>specifically tailored for Natural Language Processing (NLP).<\/strong><\/li>\n<li>SLMs are <strong>AI models designed to process and generate human language.\u00a0<\/strong><\/li>\n<li>They&#8217;re <strong>called &#8220;small&#8221; because<\/strong> they have a <strong>relatively small number of parameters compared to large language models<\/strong> (LLMs) like GPT-3.<\/li>\n<li>SLM is a <strong>type of foundation model trained on a smaller dataset<\/strong> compared to LLMs.<\/li>\n<li>SLMs are characterized by their <strong>compact architecture and less computational powe<\/strong>r.<\/li>\n<li>This makes them <strong>lighter, more efficient, and more convenient for apps<\/strong> that don&#8217;t have a ton of computing power or memory.<\/li>\n<li>SLMs are <strong>engineered to efficiently perform specific language tasks<\/strong>, with a degree of efficiency and specificity that distinguishes them from their LLM counterparts.<\/li>\n<li>They are <strong>specialized in specific tasks <\/strong>and built <strong>with curated, selective data sources.\u00a0<\/strong><\/li>\n<\/ul>\n<hr \/>\n<h3><strong>Q1: What is an example of a SLMs?<\/strong><\/h3>\n<p>An SLM may be tuned and adapted to perform specialized conversational tasks. For example: A programming support agent for specific programming languages, libraries, and use cases. A vision model that can interact with radiologists and extract useful knowledge from medical imagery.<\/p>\n<p><strong>Source: <\/strong><a href=\"https:\/\/www.thehindu.com\/sci-tech\/technology\/what-are-small-language-models-and-are-they-better-than-llms\/article69080186.ece\" target=\"_blank\" rel=\"nofollow noopener\">TH<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Small Language Models (SLMs) are AI models designed to process and generate human language. <\/p>\n","protected":false},"author":5,"featured_media":29412,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":{"0":"post-29411","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-upsc-prelims-current-affairs","8":"no-featured-image-padding"},"acf":[],"_links":{"self":[{"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/posts\/29411","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/comments?post=29411"}],"version-history":[{"count":0,"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/posts\/29411\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/media\/29412"}],"wp:attachment":[{"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/media?parent=29411"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/categories?post=29411"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/tags?post=29411"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}