{"id":4753,"date":"2026-08-10T09:16:17","date_gmt":"2026-08-10T09:16:17","guid":{"rendered":"https:\/\/nokobox.com\/index.php\/item\/udemy-custom-fine-tuning-gpt-2-starcoder-in-pytorch-for-chatbots-2024-6\/"},"modified":"2026-08-10T09:16:17","modified_gmt":"2026-08-10T09:16:17","slug":"udemy-custom-fine-tuning-gpt-2-starcoder-in-pytorch-for-chatbots-2024-6","status":"publish","type":"digital_item","link":"https:\/\/nokobox.com\/index.php\/item\/udemy-custom-fine-tuning-gpt-2-starcoder-in-pytorch-for-chatbots-2024-6\/","title":{"rendered":"Udemy \u2013 Custom Fine-Tuning GPT-2 &#038; StarCoder in PyTorch for Chatbots 2024-6"},"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\"><span style=\"vertical-align: inherit\">Custom Fine-Tuning GPT-2 &amp; StarCoder course in PyTorch for Chatbots. This course is a comprehensive introduction to the world of AI-based chatbots, focusing on fine-tuning transformer models such as GPT-2 and StarCoder 2 using PyTorch. This course is carefully designed for both beginners and experienced professionals who wish to harness the power of advanced AI models to develop complex conversational assistants suitable for a wide range of applications, from everyday conversational interfaces to specialized coding assistants.<\/span><\/p>\n<div dir=\"ltr\" style=\"text-align: left\" data-purpose=\"safely-set-inner-html:description:description\">\n<p data-sourcepos=\"6:1-6:383\"><span style=\"vertical-align: inherit\">During this course, you will gain hands-on experience with the fundamentals of transformer technology, starting with the basics of fine-tuning techniques and progressing to the complex process of custom dataset preparation. You will learn to effectively fine-tune and configure models to handle real-world conversational flows and engage users with context-aware interactions. This course also covers the critical aspects of implementing a training loop, optimizing model parameters, and bringing your chatbot to life in a real-time environment.<\/span><\/p>\n<h3 class=\"\" data-sourcepos=\"8:1-8:24\"><span style=\"vertical-align: inherit\">What you will learn<\/span><\/h3>\n<ul data-sourcepos=\"9:1-12:64\">\n<li data-sourcepos=\"9:1-9:78\"><span style=\"vertical-align: inherit\">Mastery of basic PyTorch for fine-tuning GPT-2 and StarCoder 2 for chat applications.<\/span><\/li>\n<li data-sourcepos=\"10:1-10:69\"><span style=\"vertical-align: inherit\">Designing and preparing custom datasets for training dialog models.<\/span><\/li>\n<li data-sourcepos=\"11:1-11:75\"><span style=\"vertical-align: inherit\">Implementation of training loops, data set management and model performance optimization.<\/span><\/li>\n<li data-sourcepos=\"12:1-12:64\"><span style=\"vertical-align: inherit\">Using trained models to generate real-time, context-aware dialogs.<\/span><\/li>\n<li data-sourcepos=\"13:1-14:0\"><span style=\"vertical-align: inherit\">Apply fine-tuning techniques in different areas and models.<\/span><\/li>\n<\/ul>\n<h3 class=\"\" data-sourcepos=\"15:1-15:30\"><span style=\"vertical-align: inherit\">This course is suitable for people who<\/span><\/h3>\n<ul data-sourcepos=\"16:1-17:149\">\n<li data-sourcepos=\"16:1-16:176\"><span style=\"vertical-align: inherit\">Data Scientists and Machine Learning Enthusiasts: Professionals who have a basic knowledge of machine learning and wish to expand their expertise in natural language processing and conversational AI.<\/span><\/li>\n<li data-sourcepos=\"17:1-17:149\"><span style=\"vertical-align: inherit\">Software Developers: Programmers and developers who want to integrate AI-based chat capabilities into their apps and need to understand the underlying technology for effective customization.<\/span><\/li>\n<li data-sourcepos=\"18:1-18:231\"><span style=\"vertical-align: inherit\">Computer Science Students: University or college students studying computer science, artificial intelligence, or related fields who are interested in applying theoretical knowledge to real-world projects, particularly in improving user interaction through artificial intelligence.<\/span><\/li>\n<\/ul>\n<\/div>\n<h3 dir=\"ltr\" style=\"text-align: left\">\u0645\u0634\u062e\u0635\u0627\u062a \u062f\u0648\u0631\u0647 Custom Fine-Tuning GPT-2 &amp; StarCoder in PyTorch for Chatbots<\/h3>\n<ul dir=\"ltr\" style=\"text-align: left\">\n<li><span style=\"vertical-align: inherit\">Publisher:&nbsp; <\/span><a href=\"https:\/\/href.li\/?https:\/\/www.udemy.com\/course\/custom-fine-tuning-gpt-2-starcoder2-in-pytorch-for-chatbots\/?couponCode=ST4MT73124\" target=\"_blank\"><span style=\"vertical-align: inherit\">Udemy<\/span><\/a><\/li>\n<li><span style=\"vertical-align: inherit\">Lecturer:&nbsp; <\/span><span class=\"ud-btn-label\"><span style=\"vertical-align: inherit\">Shadi Ghaith<\/span><\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Training level: beginner to advanced<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Training duration: 2 hours and 15 minutes<\/span><\/li>\n<li><span style=\"vertical-align: inherit\">Number of courses: 17<\/span><\/li>\n<\/ul>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course headings<\/span><\/h3>\n<h2 dir=\"ltr\" style=\"text-align: left\">&nbsp;<img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-917432 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2024\/07\/Custom-Fine-Tuning-GPT-2-StarCoder-in-PyTorch-for-Chatbots3.jpg\" alt=\"Custom Fine-Tuning GPT-2 &amp; StarCoder in PyTorch for Chatbots\" width=\"790\" height=\"344\"><\/h2>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Custom Fine-Tuning GPT-2 &amp; StarCoder in PyTorch for Chatbots course prerequisites<\/span><\/h3>\n<div class=\"ud-block-list-item ud-block-list-item-small ud-block-list-item-tight ud-block-list-item-neutral ud-text-sm\" dir=\"ltr\" style=\"text-align: left\">\n<ul>\n<li class=\"ud-block-list-item-content\" style=\"text-align: left\">Basic Knowledge of Python: Students should be comfortable with Python programming basics, as the course involves scripting in Python using PyTorch.<\/li>\n<li class=\"ud-block-list-item-content\" style=\"text-align: left\">Understanding of Machine Learning Basics: A fundamental understanding of machine learning concepts like models, datasets, and training loops is necessary.<\/li>\n<li class=\"ud-block-list-item-content\" style=\"text-align: left\">Familiarity with PyTorch: Prior experience with PyTorch is required.<\/li>\n<li class=\"ud-block-list-item-content\" style=\"text-align: left\">No Specialized Hardware Required: While a GPU can speed up training, it is not mandatory as the models can be trained with CPU-only setups.<\/li>\n<\/ul>\n<\/div>\n<h3 dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">Course images<\/span><\/h3>\n<h2 dir=\"ltr\" style=\"text-align: left\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-917430 size-full\" src=\"https:\/\/downloadly.ir\/wp-content\/uploads\/2024\/07\/Custom-Fine-Tuning-GPT-2-StarCoder-in-PyTorch-for-Chatbots.jpg\" alt=\"Custom Fine-Tuning GPT-2 &amp; StarCoder in PyTorch for Chatbots\" width=\"795\" height=\"321\"><\/h2>\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-133910-1\"><video class=\"wp-video-shortcode\" id=\"video-133910-1_html5\" width=\"640\" height=\"360\" preload=\"metadata\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Custom_Fine-Tuning_GPT-2_and_StarCoder_in_PyTorch_for_Chatbots_Downloadly.ir.mp4?_=1\" style=\"width: 640px; height: 360px;\"><source type=\"video\/mp4\" src=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Custom_Fine-Tuning_GPT-2_and_StarCoder_in_PyTorch_for_Chatbots_Downloadly.ir.mp4?_=1\"><a href=\"https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Custom_Fine-Tuning_GPT-2_and_StarCoder_in_PyTorch_for_Chatbots_Downloadly.ir.mp4?nocache=1786102193708\">https:\/\/dl.downloadly.ir\/Files\/Elearning\/Sample\/Custom_Fine-Tuning_GPT-2_and_StarCoder_in_PyTorch_for_Chatbots_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: None<\/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:\/\/dl.downloadly.ir\/Files\/Elearning\/Udemy_Custom_Fine-Tuning_GPT-2_and_StarCoder_in_PyTorch_for_Chatbots_2024-6_Downloadly.ir.rar?nocache=1786102192\"><span style=\"vertical-align: inherit\">Download file \u2013 915 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\">Size<\/span><\/h3>\n<p dir=\"ltr\" style=\"text-align: left\"><span style=\"vertical-align: inherit\">915 MB<\/span><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Description Custom Fine-Tuning GPT-2 &amp; StarCoder course in PyTorch for Chatbots. This course is a comprehensive introduction to the world of AI-based chatbo<\/p>\n","protected":false},"author":1,"template":"","dgi_category":[10458],"dgi_tag":[49414,49415,49416,49417,49418,49419],"class_list":["post-4753","digital_item","type-digital_item","status-publish","has-post-thumbnail","hentry","dgi_category-video-tutorials","dgi_tag-course-custom-fine-tuning-gpt-2-starcoder-in-pytorch-for-chatbots","dgi_tag-download-course-custom-fine-tuning-gpt-2-starcoder-in-pytorch-for-chatbots","dgi_tag-download-custom-fine-tuning-gpt-2-starcoder-in-pytorch-for-chatbots","dgi_tag-free-custom-fine-tuning-gpt-2-starcoder-in-pytorch-for-chatbots","dgi_tag-free-download-custom-fine-tuning-gpt-2-starcoder-in-pytorch-for-chatbots","dgi_tag-shadi-ghaith"],"_links":{"self":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/digital_item\/4753","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\/4753\/revisions"}],"wp:attachment":[{"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/media?parent=4753"}],"wp:term":[{"taxonomy":"dgi_category","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_category?post=4753"},{"taxonomy":"dgi_tag","embeddable":true,"href":"https:\/\/nokobox.com\/index.php\/wp-json\/wp\/v2\/dgi_tag?post=4753"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}