{"id":953520,"date":"2025-08-08T08:39:45","date_gmt":"2025-08-08T03:09:45","guid":{"rendered":"https:\/\/telecomlive.in\/web\/?p=953520"},"modified":"2025-08-08T09:18:55","modified_gmt":"2025-08-08T03:48:55","slug":"small-language-models-big-buzz-indias-expertise-will-be-much-sought-after","status":"publish","type":"post","link":"https:\/\/telecomlive.in\/web\/2025\/08\/08\/small-language-models-big-buzz-indias-expertise-will-be-much-sought-after\/","title":{"rendered":"Small language models, big buzz: India\u2019s expertise will be much sought-after"},"content":{"rendered":"<p>Large language models (LLMs) and the emergence of transformers resulted in the keenness of people globally to adopt tools like ChatGPT in their everyday life. However, large energy consumption, high dependence on cloud, output having biases emanating from large databases and data ownership related-concerns led to efforts on finding solutions and identifying alternatives to the LLMs. Proliferation of smartphones, IoT devices and availability of transformers library acted as catalysts for small language models (SLMs). From building domain-specific SLMs and being offline models, the focus is now aimed at building multi-model agentic SLMs.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Large language models (LLMs) and the emergence of transformers resulted in the keenness of people globally to adopt tools like ChatGPT in their everyday life. However, large energy consumption, high dependence on cloud, output having biases emanating from large databases and data ownership related-concerns led to efforts on finding solutions and identifying alternatives to the LLMs. Proliferation of smartphones, IoT devices and availability of transformers library acted as catalysts for small language models (SLMs). From building domain-specific SLMs and being offline models, the focus is now aimed at building multi-model agentic SLMs.<\/p>\n","protected":false},"author":8,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[63,4,12],"tags":[],"class_list":["post-953520","post","type-post","status-publish","format-standard","hentry","category-it-2-the-financial-express","category-newspapers","category-the-financial-express"],"acf":[],"_links":{"self":[{"href":"https:\/\/telecomlive.in\/web\/wp-json\/wp\/v2\/posts\/953520","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/telecomlive.in\/web\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/telecomlive.in\/web\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/telecomlive.in\/web\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/telecomlive.in\/web\/wp-json\/wp\/v2\/comments?post=953520"}],"version-history":[{"count":0,"href":"https:\/\/telecomlive.in\/web\/wp-json\/wp\/v2\/posts\/953520\/revisions"}],"wp:attachment":[{"href":"https:\/\/telecomlive.in\/web\/wp-json\/wp\/v2\/media?parent=953520"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/telecomlive.in\/web\/wp-json\/wp\/v2\/categories?post=953520"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/telecomlive.in\/web\/wp-json\/wp\/v2\/tags?post=953520"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}