{"id":138,"date":"2025-01-10T01:15:23","date_gmt":"2025-01-10T01:15:23","guid":{"rendered":"https:\/\/synthint.ai\/?p=138"},"modified":"2025-01-10T02:26:06","modified_gmt":"2025-01-10T02:26:06","slug":"embedded-ai-at-the-edge","status":"publish","type":"post","link":"https:\/\/synthint.ai\/index.php\/2025\/01\/10\/embedded-ai-at-the-edge\/","title":{"rendered":"Embedded AI at the Edge"},"content":{"rendered":"\n<p><em><em>October 3, 2024<\/em><\/em><\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"698\" height=\"1024\" src=\"https:\/\/synthint.ai\/wp-content\/uploads\/2024\/11\/image-698x1024.png\" alt=\"\" class=\"wp-image-55\" style=\"width:364px;height:auto\" srcset=\"https:\/\/synthint.ai\/wp-content\/uploads\/2024\/11\/image-698x1024.png 698w, https:\/\/synthint.ai\/wp-content\/uploads\/2024\/11\/image-205x300.png 205w, https:\/\/synthint.ai\/wp-content\/uploads\/2024\/11\/image-768x1126.png 768w, https:\/\/synthint.ai\/wp-content\/uploads\/2024\/11\/image-1048x1536.png 1048w, https:\/\/synthint.ai\/wp-content\/uploads\/2024\/11\/image.png 1259w\" sizes=\"auto, (max-width: 698px) 100vw, 698px\" \/><\/figure>\n\n\n\n<p>Today I gave a presentation on Embedded AI at the Edge to the Akron Linux Users Group. The focus of the discussion centered around the use of Large Language Models in embedded systems. We delved into how LLMs work through the use of the Transformer Architecture, as seen on the left. A demo of a working LLM running on a microcontroller was shared with the group.<\/p>\n\n\n\n<p><a href=\"https:\/\/synthint.ai\/wp-content\/uploads\/2024\/10\/embedded_ai_at_the_edge-2024-10-03.pdf\">Here is a link<\/a> to the presentation.<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>October 3, 2024 Today I gave a presentation on Embedded AI at the Edge to the Akron Linux Users Group. The focus of the discussion centered around the use of Large Language Models in embedded systems. We delved into how LLMs work through the use of the Transformer Architecture, as seen on the left. A [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[17],"tags":[11,15],"class_list":["post-138","post","type-post","status-publish","format-standard","hentry","category-embedded-systems","tag-ai","tag-edge-computing"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Embedded AI at the Edge - SynthInt<\/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:\/\/synthint.ai\/index.php\/2025\/01\/10\/embedded-ai-at-the-edge\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Embedded AI at the Edge - SynthInt\" \/>\n<meta property=\"og:description\" content=\"October 3, 2024 Today I gave a presentation on Embedded AI at the Edge to the Akron Linux Users Group. The focus of the discussion centered around the use of Large Language Models in embedded systems. We delved into how LLMs work through the use of the Transformer Architecture, as seen on the left. A [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/synthint.ai\/index.php\/2025\/01\/10\/embedded-ai-at-the-edge\/\" \/>\n<meta property=\"og:site_name\" content=\"SynthInt\" \/>\n<meta property=\"article:published_time\" content=\"2025-01-10T01:15:23+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-01-10T02:26:06+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/synthint.ai\/wp-content\/uploads\/2024\/11\/image.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1259\" \/>\n\t<meta property=\"og:image:height\" content=\"1846\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"chris\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@synthintai\" \/>\n<meta name=\"twitter:site\" content=\"@synthintai\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"chris\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/synthint.ai\\\/index.php\\\/2025\\\/01\\\/10\\\/embedded-ai-at-the-edge\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/synthint.ai\\\/index.php\\\/2025\\\/01\\\/10\\\/embedded-ai-at-the-edge\\\/\"},\"author\":{\"name\":\"chris\",\"@id\":\"https:\\\/\\\/synthint.ai\\\/#\\\/schema\\\/person\\\/f2fd1274f7fdb33f7f3081ef3e81007a\"},\"headline\":\"Embedded AI at the Edge\",\"datePublished\":\"2025-01-10T01:15:23+00:00\",\"dateModified\":\"2025-01-10T02:26:06+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/synthint.ai\\\/index.php\\\/2025\\\/01\\\/10\\\/embedded-ai-at-the-edge\\\/\"},\"wordCount\":79,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/synthint.ai\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/synthint.ai\\\/index.php\\\/2025\\\/01\\\/10\\\/embedded-ai-at-the-edge\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/synthint.ai\\\/wp-content\\\/uploads\\\/2024\\\/11\\\/image-698x1024.png\",\"keywords\":[\"AI\",\"Edge Computing\"],\"articleSection\":[\"Embedded Systems\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/synthint.ai\\\/index.php\\\/2025\\\/01\\\/10\\\/embedded-ai-at-the-edge\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/synthint.ai\\\/index.php\\\/2025\\\/01\\\/10\\\/embedded-ai-at-the-edge\\\/\",\"url\":\"https:\\\/\\\/synthint.ai\\\/index.php\\\/2025\\\/01\\\/10\\\/embedded-ai-at-the-edge\\\/\",\"name\":\"Embedded AI at the Edge - 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