{"id":12487,"date":"2024-08-08T16:56:47","date_gmt":"2024-08-08T09:56:47","guid":{"rendered":"https:\/\/www.ict.mahidol.ac.th\/en\/?post_type=tribe_events&#038;p=12487"},"modified":"2024-08-08T16:58:18","modified_gmt":"2024-08-08T09:58:18","slug":"large-language-models-in-enterprise","status":"publish","type":"tribe_events","link":"https:\/\/www.ict.mahidol.ac.th\/en\/event\/large-language-models-in-enterprise\/","title":{"rendered":"MIKE Talks: Exploring AI Breakthroughs Topic \u201cLarge Language Models in Enterprise\u201d"},"content":{"rendered":"<section class=\"wpb-content-wrapper\"><p>[vc_row][vc_column width=&#8221;1\/3&#8243;][\/vc_column][vc_column width=&#8221;1\/3&#8243;][\/vc_column][vc_column width=&#8221;1\/3&#8243;]<a itemprop=\"url\" href=\"https:\/\/www2.ict.mahidol.ac.th\/academicservices\/TechTransferRegis\/Register.aspx?EventID=480\" target=\"_blank\" style=\"background-color: #dd3333\" class=\"eltdf-btn eltdf-btn-medium eltdf-btn-solid eltdf-btn-arrow\"  >\n    <span class=\"eltdf-btn-text\">\u0e25\u0e07\u0e17\u0e30\u0e40\u0e1a\u0e35\u0e22\u0e19 \u0e04\u0e25\u0e34\u0e01<\/span>\n    <\/a>[\/vc_column][\/vc_row][vc_row][vc_column][vc_tta_tabs style=&#8221;modern&#8221; shape=&#8221;square&#8221; color=&#8221;blue&#8221; active_section=&#8221;1&#8243;][vc_tta_section title=&#8221;\u0e2b\u0e25\u0e31\u0e01\u0e01\u0e32\u0e23\u0e41\u0e25\u0e30\u0e40\u0e2b\u0e15\u0e38\u0e1c\u0e25&#8221; tab_id=&#8221;1723110226558-68dcc773-7380&#8243;][vc_single_image image=&#8221;12490&#8243; img_size=&#8221;full&#8221; alignment=&#8221;center&#8221; onclick=&#8221;link_image&#8221;][\/vc_tta_section][vc_tta_section title=&#8221;\u0e01\u0e33\u0e2b\u0e19\u0e14\u0e01\u0e32\u0e23&#8221; tab_id=&#8221;1723110226561-0dc5adb3-87b9&#8243;][vc_column_text]<strong>Highlights:<\/strong><\/p>\n<ul>\n<li>LLMs: The new frontier in NLP<\/li>\n<li>Challenges in deploying LLMs in real-world applications<\/li>\n<li>Overcoming obstacles to build robust LLM-powered solutions<\/li>\n<li>Insights from real-world LLM implementation<\/li>\n<\/ul>\n<p style=\"text-align: justify;\"><strong>Abstract:<\/strong> Large Language Models, starting from BERT, and leading up to models such as ChatGPT, LLama, and Mistral, have revolutionized the field of Natural Language Processing. These models are now the go-to tools for any conceivable application dealing with language data. However, despite the promise shown by these models, there are significant practical constraints (such as cost, latency, accuracy, and privacy) that one needs to address while building real-world solutions using LLMs. In this talk, I will briefly talk about my experience of using LLMs in an industrial setting, the problems encountered, and the engineering problems we solved to make enterprise-grade solutions using LLMs.<\/p>\n<p>[\/vc_column_text][\/vc_tta_section][vc_tta_section title=&#8221;\u0e27\u0e34\u0e17\u0e22\u0e32\u0e01\u0e23&#8221; tab_id=&#8221;1723110281503-f4b93d36-2fbc&#8221;][vc_column_text]<\/p>\n<table style=\"border-collapse: collapse; width: 100%;\">\n<tbody>\n<tr>\n<td style=\"width: 50%;\">\n<p style=\"text-align: center;\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-12491 aligncenter\" src=\"https:\/\/www.ict.mahidol.ac.th\/en\/wp-content\/uploads\/2024\/08\/Dr.-Sumit-Bhatia.png\" alt=\"\" width=\"250\" height=\"250\" srcset=\"https:\/\/www.ict.mahidol.ac.th\/en\/wp-content\/uploads\/2024\/08\/Dr.-Sumit-Bhatia.png 549w, https:\/\/www.ict.mahidol.ac.th\/en\/wp-content\/uploads\/2024\/08\/Dr.-Sumit-Bhatia-150x150.png 150w\" sizes=\"auto, (max-width: 250px) 100vw, 250px\" \/><strong>Dr. Sumit Bhatia<br \/>\n<\/strong>Media and Data Science Research Lab, Adobe Inc.<\/p>\n<\/td>\n<td style=\"width: 50%;\">\n<p style=\"text-align: center;\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-12492 aligncenter\" src=\"https:\/\/www.ict.mahidol.ac.th\/en\/wp-content\/uploads\/2024\/08\/Assoc.-Prof.-Dr.-Suppawong-Tuarob.png\" alt=\"\" width=\"250\" height=\"250\" srcset=\"https:\/\/www.ict.mahidol.ac.th\/en\/wp-content\/uploads\/2024\/08\/Assoc.-Prof.-Dr.-Suppawong-Tuarob.png 549w, https:\/\/www.ict.mahidol.ac.th\/en\/wp-content\/uploads\/2024\/08\/Assoc.-Prof.-Dr.-Suppawong-Tuarob-150x150.png 150w\" sizes=\"auto, (max-width: 250px) 100vw, 250px\" \/><strong>Assoc. Prof. Dr. Suppawong\u00a0 Tuarob<\/strong><br \/>\nDirector, MIKE Research Cluster, Faculty of ICT, Mahidol University<\/p>\n<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>[\/vc_column_text][\/vc_tta_section][\/vc_tta_tabs][\/vc_column][\/vc_row]<\/p>\n<\/section>","protected":false},"excerpt":{"rendered":"<p>[vc_row][vc_column width=&#8221;1\/3&#8243;][\/vc_column][vc_column width=&#8221;1\/3&#8243;][\/vc_column][vc_column width=&#8221;1\/3&#8243;][\/vc_column][\/vc_row][vc_row][vc_column][vc_tta_tabs style=&#8221;modern&#8221; shape=&#8221;square&#8221; color=&#8221;blue&#8221; active_section=&#8221;1&#8243;][vc_tta_section title=&#8221;\u0e2b\u0e25\u0e31\u0e01\u0e01\u0e32\u0e23\u0e41\u0e25\u0e30\u0e40\u0e2b\u0e15\u0e38\u0e1c\u0e25&#8221; tab_id=&#8221;1723110226558-68dcc773-7380&#8243;][vc_single_image image=&#8221;12490&#8243; img_size=&#8221;full&#8221; alignment=&#8221;center&#8221; onclick=&#8221;link_image&#8221;][\/vc_tta_section][vc_tta_section title=&#8221;\u0e01\u0e33\u0e2b\u0e19\u0e14\u0e01\u0e32\u0e23&#8221; tab_id=&#8221;1723110226561-0dc5adb3-87b9&#8243;][vc_column_text]Highlights: LLMs: The new frontier in NLP Challenges in deploying LLMs in real-world applications Overcoming obstacles to build robust LLM-powered solutions Insights from real-world LLM implementation Abstract: Large Language Models, starting from BERT, and leading up to models such as ChatGPT, LLama, and Mistral, have [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":12494,"comment_status":"open","ping_status":"closed","template":"","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_price":"","_stock":"","_tribe_ticket_header":"","_tribe_default_ticket_provider":"","_tribe_ticket_capacity":"0","_ticket_start_date":"","_ticket_end_date":"","_tribe_ticket_show_description":"","_tribe_ticket_show_not_going":false,"_tribe_ticket_use_global_stock":"","_tribe_ticket_global_stock_level":"","_global_stock_mode":"","_global_stock_cap":"","_tribe_rsvp_for_event":"","_tribe_ticket_going_count":"","_tribe_ticket_not_going_count":"","_tribe_tickets_list":[],"_tribe_ticket_has_attendee_info_fields":false,"_tribe_events_status":"","_tribe_events_status_reason":"","footnotes":""},"tags":[],"tribe_events_cat":[55],"class_list":["post-12487","tribe_events","type-tribe_events","status-publish","has-post-thumbnail","hentry","tribe_events_cat-seminar","cat_seminar"],"ticketed":false,"_links":{"self":[{"href":"https:\/\/www.ict.mahidol.ac.th\/en\/wp-json\/wp\/v2\/tribe_events\/12487","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ict.mahidol.ac.th\/en\/wp-json\/wp\/v2\/tribe_events"}],"about":[{"href":"https:\/\/www.ict.mahidol.ac.th\/en\/wp-json\/wp\/v2\/types\/tribe_events"}],"author":[{"embeddable":true,"href":"https:\/\/www.ict.mahidol.ac.th\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ict.mahidol.ac.th\/en\/wp-json\/wp\/v2\/comments?post=12487"}],"version-history":[{"count":2,"href":"https:\/\/www.ict.mahidol.ac.th\/en\/wp-json\/wp\/v2\/tribe_events\/12487\/revisions"}],"predecessor-version":[{"id":12493,"href":"https:\/\/www.ict.mahidol.ac.th\/en\/wp-json\/wp\/v2\/tribe_events\/12487\/revisions\/12493"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.ict.mahidol.ac.th\/en\/wp-json\/wp\/v2\/media\/12494"}],"wp:attachment":[{"href":"https:\/\/www.ict.mahidol.ac.th\/en\/wp-json\/wp\/v2\/media?parent=12487"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ict.mahidol.ac.th\/en\/wp-json\/wp\/v2\/tags?post=12487"},{"taxonomy":"tribe_events_cat","embeddable":true,"href":"https:\/\/www.ict.mahidol.ac.th\/en\/wp-json\/wp\/v2\/tribe_events_cat?post=12487"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}