{"id":2585,"date":"2023-07-14T12:43:16","date_gmt":"2023-07-14T07:13:16","guid":{"rendered":"https:\/\/www.analyticsvidhya.com\/datahack-summit-2023\/?page_id=2585"},"modified":"2023-07-20T10:04:58","modified_gmt":"2023-07-20T04:34:58","slug":"hands-on-with-edify-unleashing-the-power-of-generative-ai-with-diffusion-based-models","status":"publish","type":"page","link":"https:\/\/www.analyticsvidhya.com\/dhs-2023\/session\/hands-on-with-edify-unleashing-the-power-of-generative-ai-with-diffusion-based-models\/","title":{"rendered":"Efficient Deployment of GPT\/T5 Models: Leveraging Faster Transformer and Load Balancing Techniques"},"content":{"rendered":"<p>In this session, we will explore the intricacies of deploying large AI models like GPT-3 and T5 in production. Key areas of focus will include the use of Faster Transformers for improved performance, load balancing for evenly distributed computational and memory load, and various optimization techniques for speed and memory efficiency. We will also discuss best practices for effective and efficient inference. This session promises practical insights and skills for data scientists, machine learning engineers, and AI enthusiasts alike<\/p>\n","protected":false},"excerpt":{"rendered":"<p>In this session, we will explore the intricacies of deploying large AI models like GPT-3 and T5 in production. Key areas of focus will include the use of Faster Transformers for improved performance, load balancing for evenly distributed computational and memory load, and various optimization techniques for speed and memory efficiency. We will also discuss [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":2596,"parent":1126,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"session-details.php","meta":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Efficient Deployment of GPT\/T5 Models: Leveraging Faster Transformer and Load Balancing Techniques - DataHack Summit 2023<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.analyticsvidhya.com\/dhs-2023\/session\/hands-on-with-edify-unleashing-the-power-of-generative-ai-with-diffusion-based-models\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Efficient Deployment of GPT\/T5 Models: Leveraging Faster Transformer and Load Balancing Techniques - DataHack Summit 2023\" \/>\n<meta property=\"og:description\" content=\"In this session, we will explore the intricacies of deploying large AI models like GPT-3 and T5 in production. 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