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Fine-tune LLaMA 3 with your Custom Dataset

This course guides you through a complete fine tune LLaMA 3 project using a custom Amazon Q&A dataset. You’ll learn dataset preparation, configuration, model training, and deployment with Gradio, gaining hands-on experience in adapting LLaMA 3 for real-world, domain-specific AI applications.
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Course Overview

In this course, you’ll learn to fine tune LLaMA 3 with custom dataset to build your own domain-specific AI assistant. From setting up Google Colab to preparing data and configuring training parameters, every step is hands-on and beginner-friendly. Unlike other theory-heavy courses, this one focuses on practical implementation, training a real LLaMA 3 model on an Amazon Q&A dataset and deploying it through a Gradio chat app for interactive use. By the end, you’ll not only understand how fine-tuning works but also gain the skills to create intelligent, task-focused language models for real business or research applications.

Explore Our Industry-Aligned Curriculum

Course Syllabus

Course Requirements

  • PointBasic Python knowledge and interest in AI model training.
  • PointAccess to Google Colab with stable internet connection.
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Awards & Achievements

HCL GUVI recognized as the Best Partner - Technology Training by Empire Forums.

HCL GUVI recognized as the Best Partner - Technology Training by Empire Forums.

HCL GUVI recognized as the Best Partner - Technology Training by Empire Forums.
Awarded by ZEE Digital during ZEE National Achievers Awards 2022.

Awarded by ZEE Digital during ZEE National Achievers Awards 2022.

Awarded by ZEE Digital during ZEE National Achievers Awards 2022.
Awarded by ENTREPRENEUR INDIA for having the best online personalized learning programs.

Awarded by ENTREPRENEUR INDIA for having the best online personalized learning programs.

Awarded by ENTREPRENEUR INDIA for having the best online personalized learning programs.
HCL GUVI recognized as the "Best GenAI Training Partner" by UBS Forums

HCL GUVI recognized as the "Best GenAI Training Partner" by UBS Forums

HCL GUVI recognized as the "Best GenAI Training Partner" by UBS Forums
For the most users to take an Artificial Intelligence lesson in 24 hours.

For the most users to take an Artificial Intelligence lesson in 24 hours.

For the most users to take an Artificial Intelligence lesson in 24 hours.
HCL GUVI recognized as the "Best Partner - New Hire Training" by UBS Forums

HCL GUVI recognized as the "Best Partner - New Hire Training" by UBS Forums

HCL GUVI recognized as the "Best Partner - New Hire Training" by UBS Forums
Broke the Record for most users taking an online computer programming lesson in 24 Hrs.

Broke the Record for most users taking an online computer programming lesson in 24 Hrs.

Broke the Record for most users taking an online computer programming lesson in 24 Hrs.

Certification

Industry-recognized Fine-tune LLaMA 3 with your Custom Dataset Certificate

Certificates are generated after the completion of course.

Certificates are globally recognized & they help Enhance your profile.

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Frequently Asked Questions

LLaMA 3 is Meta’s advanced open-weight large language model designed for high performance with efficiency. It stands out for its adaptability, strong multilingual understanding, and ease of fine-tuning across custom datasets compared to many closed-source models.