{"id":6845,"date":"2026-08-10T09:37:49","date_gmt":"2026-08-10T09:37:49","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/linkedin-generative-ai-and-open-source-models-hands-on-practice-with-hugging-face-models-2024-9\/"},"modified":"2026-08-10T09:37:49","modified_gmt":"2026-08-10T09:37:49","slug":"linkedin-generative-ai-and-open-source-models-hands-on-practice-with-hugging-face-models-2024-9","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/linkedin-generative-ai-and-open-source-models-hands-on-practice-with-hugging-face-models-2024-9\/","title":{"rendered":"LinkedIn \u2013 Generative AI and Open Source Models: Hands-On Practice with Hugging Face Models 2024-9"},"content":{"rendered":"<div class=\"w-post-elm post_content\">\n<h2 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Description<\/span><\/h2>\n<p dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"5:1-5:897\"><span style=\"vertical-align: inherit\">Generative AI and Open Source Models Course: Hands-On Practice with Hugging Face Models. Large-scale linguistic models (LLM) are becoming increasingly important in various industries. Learn about the importance of tokenization, special tokens, and chat patterns in text generation. Explore how to manipulate the next selected token and gain a technical and intuitive understanding of production parameters such as temperature, top-p, top-k, repetition penalty, length penalty and bad word list. Discover how these parameters can be combined to form powerful decoding strategies, including greedy search, polynomial sampling, beam search, and adversarial search. Get hands-on experience using the Hugging Face text generation API and get a glimpse into interacting with the NVIDIA NIM API to explore larger models. By the end of this course, you will have a solid foundation in controlling text production with LLMs and be able to apply these skills in real-world scenarios.<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"7:1-7:24\"><span style=\"vertical-align: inherit\">What you will learn<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"9:1-15:0\">\n<li data-sourcepos=\"9:1-9:54\"><span style=\"vertical-align: inherit\">Comprehensive understanding of how large language models work in text generation<\/span><\/li>\n<li data-sourcepos=\"10:1-10:77\"><span style=\"vertical-align: inherit\">Learning tokenization techniques and using special tokens to control model output<\/span><\/li>\n<li data-sourcepos=\"11:1-11:90\"><span style=\"vertical-align: inherit\">Familiarity with the key parameters of text production such as temperature, top-p, top-k and how they affect the output<\/span><\/li>\n<li data-sourcepos=\"12:1-12:54\"><span style=\"vertical-align: inherit\">Explore different decoding strategies to control model output<\/span><\/li>\n<li data-sourcepos=\"13:1-13:53\"><span style=\"vertical-align: inherit\">Hands-on experience using the Hugging Face text generation API<\/span><\/li>\n<li data-sourcepos=\"14:1-15:0\"><span style=\"vertical-align: inherit\">A glimpse into interacting with the NVIDIA NIM API to explore larger models<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"16:1-16:30\"><span style=\"vertical-align: inherit\">This course is suitable for people who<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\" data-sourcepos=\"18:1-22:0\">\n<li data-sourcepos=\"18:1-18:73\"><span style=\"vertical-align: inherit\">Interested in learning about generative artificial intelligence and large language models<\/span><\/li>\n<li data-sourcepos=\"19:1-19:65\"><span style=\"vertical-align: inherit\">Want to gain a comprehensive understanding of how large language models work<\/span><\/li>\n<li data-sourcepos=\"20:1-20:81\"><span style=\"vertical-align: inherit\">They want to learn how to use large language models to generate text<\/span><\/li>\n<li data-sourcepos=\"21:1-22:0\"><span style=\"vertical-align: inherit\">Developers, researchers, and anyone looking to learn more about large language models<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course details<\/span><\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li><span style=\"vertical-align: inherit\">Publisher: <\/span><a href=\"https:\/\/href.li\/?https:\/\/www.linkedin.com\/learning\/generative-ai-and-open-source-models-hands-on-practice-with-hugging-face-models\" target=\"_blank\" rel=\"noopener\"><span style=\"vertical-align: inherit\">LinkedIn<\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit\">Lecturer: <\/span><a href=\"https:\/\/downloadlynet.ir\/tag\/harpreet-sahota\/\"><span style=\"vertical-align: inherit\">Harpreet Sahota<\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit\">Education level: Intermediate<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Training duration: 1 hour and 52 minutes<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course headings<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-942149 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2024\/11\/Generative-AI-and-Open-Source-Models-Hands-On-Practice-with-Hugging-Face-Models.jpg\" alt=\"Generative AI and Open Source Models: Hands-On Practice with Hugging Face Models\" width=\"456\" height=\"447\"><\/p>\n<p dir=\"ltr\" style=\"text-align: left\">&nbsp;<\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Images of the course Generative AI and Open Source Models: Hands-On Practice with Hugging Face Models<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-942148 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2024\/11\/Generative-AI-and-Open-Source-Models-Hands-On-Practice-with-Hugging-Face-Models-1.jpg\" alt=\"Generative AI and Open Source Models: Hands-On Practice with Hugging Face Models\" width=\"1268\" height=\"210\"><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Sample video of the course<\/span><\/h3>\n<div style=\"width: 640px;\" class=\"wp-video\"><span class=\"mejs-offscreen\">Video Player<\/span><\/p>\n<div id=\"mep_0\" class=\"mejs-container mejs-container-keyboard-inactive wp-video-shortcode mejs-video\" tabindex=\"0\" role=\"application\" aria-label=\"Video Player\" style=\"width: 640px; height: 360px; min-width: 217px;\">\n<div class=\"mejs-inner\">\n<div class=\"mejs-mediaelement\"><mediaelementwrapper id=\"video-145326-1\"><video class=\"wp-video-shortcode\" id=\"video-145326-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Generative_AI_and_Open_Source_Models_Hands-On_Practice_with_Hugging_Face_Models_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Generative_AI_and_Open_Source_Models_Hands-On_Practice_with_Hugging_Face_Models_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Generative_AI_and_Open_Source_Models_Hands-On_Practice_with_Hugging_Face_Models_Downloadly.ir.mp4?nocache=1786108214099\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Generative_AI_and_Open_Source_Models_Hands-On_Practice_with_Hugging_Face_Models_Downloadly.ir.mp4<\/a><\/video><\/mediaelementwrapper><\/div>\n<div class=\"mejs-layers\">\n<div class=\"mejs-poster mejs-layer\" style=\"display: none; width: 100%; height: 100%;\"><\/div>\n<div class=\"mejs-overlay mejs-layer\" style=\"display: none; width: 100%; height: 100%;\">\n<div class=\"mejs-overlay-loading\"><span class=\"mejs-overlay-loading-bg-img\"><\/span><\/div>\n<\/div>\n<div class=\"mejs-overlay mejs-layer\" style=\"display: none; width: 100%; height: 100%;\">\n<div class=\"mejs-overlay-error\"><\/div>\n<\/div>\n<div class=\"mejs-overlay mejs-layer mejs-overlay-play\" style=\"width: 100%; height: 100%;\">\n<div class=\"mejs-overlay-button\" role=\"button\" tabindex=\"0\" aria-label=\"Play\" aria-pressed=\"false\"><\/div>\n<\/div>\n<\/div>\n<div class=\"mejs-controls\">\n<div class=\"mejs-button mejs-playpause-button mejs-play\"><button type=\"button\" aria-controls=\"mep_0\" title=\"Play\" aria-label=\"Play\" tabindex=\"0\"><\/button><\/div>\n<div class=\"mejs-time mejs-currenttime-container\" role=\"timer\" aria-live=\"off\"><span class=\"mejs-currenttime\">00:00<\/span><\/div>\n<div class=\"mejs-time-rail\"><span class=\"mejs-time-total mejs-time-slider\" role=\"slider\" tabindex=\"0\" aria-label=\"Time Slider\" aria-valuemin=\"0\" aria-valuemax=\"0\" aria-valuenow=\"0\" aria-valuetext=\"00:00\"><span class=\"mejs-time-buffering\" style=\"display: none;\"><\/span><span class=\"mejs-time-loaded\"><\/span><span class=\"mejs-time-current\"><\/span><span class=\"mejs-time-hovered no-hover\"><\/span><span class=\"mejs-time-handle\"><span class=\"mejs-time-handle-content\"><\/span><\/span><span class=\"mejs-time-float\"><span class=\"mejs-time-float-current\">00:00<\/span><span class=\"mejs-time-float-corner\"><\/span><\/span><\/span><\/div>\n<div class=\"mejs-time mejs-duration-container\"><span class=\"mejs-duration\">00:00<\/span><\/div>\n<div class=\"mejs-button mejs-volume-button mejs-mute\"><button type=\"button\" aria-controls=\"mep_0\" title=\"Mute\" aria-label=\"Mute\" tabindex=\"0\"><\/button><a href=\"javascript:void(0);\" class=\"mejs-volume-slider\" aria-label=\"Volume Slider\" aria-valuemin=\"0\" aria-valuemax=\"100\" role=\"slider\" aria-orientation=\"vertical\"><span class=\"mejs-offscreen\">Use Up\/Down Arrow keys to increase or decrease volume.<\/span><\/p>\n<div class=\"mejs-volume-total\">\n<div class=\"mejs-volume-current\" style=\"bottom: 0px; height: 100%;\"><\/div>\n<div class=\"mejs-volume-handle\" style=\"bottom: 100%; margin-bottom: -3px;\"><\/div>\n<\/div>\n<p><\/a><\/div>\n<div class=\"mejs-button mejs-fullscreen-button\"><button type=\"button\" aria-controls=\"mep_0\" title=\"Fullscreen\" aria-label=\"Fullscreen\" tabindex=\"0\"><\/button><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div dir=\"ltr\" style=\"text-align: left\">\n<h3><span style=\"vertical-align: inherit\">Installation guide<\/span><\/h3>\n<p><span style=\"vertical-align: inherit\">After Extract, view with your favorite Player.<\/span><\/p>\n<p><span style=\"vertical-align: inherit\">Subtitle: English<\/span><\/p>\n<p><span style=\"vertical-align: inherit\">Quality: 720p<\/span><\/p>\n<\/div>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">download link<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><a href=\"https:\/\/dl2.downloadly.ir\/Files\/Elearning\/LinkedIn_Generative_AI_and_Open_Source_Models_Hands-On_Practice_with_Hugging_Face_Models_2024-9_Downloadly.ir.rar?nocache=1786108213\"><span style=\"vertical-align: inherit\">Download file \u2013 289 MB<\/span><\/a><\/p>\n<p dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">File(s) password: www.downloadly.ir<\/span><\/p>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">File size<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">289 MB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Generative AI and Open Source Models Course: Hands-On Practice with Hugging Face Models. Large-scale linguistic models (LLM) are becoming increasing<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[63948,63949,63950,63951,63952,44181],"class_list":["post-6845","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-course-generative-ai-and-open-source-models-hands-on-practice-with-hugging-face-models","dgi_tag-download-course-generative-ai-and-open-source-models-hands-on-practice-with-hugging-face-models","dgi_tag-download-generative-ai-and-open-source-models-hands-on-practice-with-hugging-face-models","dgi_tag-free-download-generative-ai-and-open-source-models-hands-on-practice-with-hugging-face-models","dgi_tag-free-generative-ai-and-open-source-models-hands-on-practice-with-hugging-face-models","dgi_tag-harpreet-sahota"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/6845","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item"}],"about":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/types\/digital_item"}],"author":[{"embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"version-history":[{"count":0,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/6845\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=6845"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=6845"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=6845"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}