Beyond the Prompt - Fine Tuning LLMs for Customization

02 Sep 2025   01:30 AM CST

  • Free Webinar
  • Live Q&A
  • Free Participation Certificate
  • Learn from Industry Experts

Learn More About This Topic

Webinar Overview
This hands-on webinar is your practical guide to fine-tuning a Large Language Model (LLM) for a specific task. Building on the "shoot first, ask questions later" philosophy, we will directly dive into fine-tuning Microsoft's Phi-3 Mini 4K Instruct model to achieve English-to-Yoda-speak translation. You'll get to experience the entire workflow, from loading a quantized model and configuring low-rank adapters (LoRA) to preparing your dataset and utilizing Hugging Face's powerful tools like PEFT and TRL for supervised fine-tuning. By the end of this session, you'll have a working, fine-tuned LLM capable of generating Yoda-speak, empowering you to start your own LLM customization journey.
Key Points

  • Getting Started with LLM Fine-Tuning: Understand the foundational concepts and the practical necessity of fine-tuning pre-trained LLMs for custom applications.
  • Efficient Model Loading with Quantization: Learn how to load and manage large models efficiently using techniques like quantization with the `BitsAndBytes` library.
  • Mastering Low-Rank Adapters (LoRA): Discover how to leverage PEFT (Parameter-Efficient Fine-Tuning) and LoRA to adapt LLMs effectively without retraining the entire model.
  • Data Preparation for Fine-Tuning: Learn best practices for loading and formatting your datasets to prepare them for supervised fine-tuning.
Meet The Trainer
Krishna Ramlolarakh Dwivedi
Krishna Ramlolarakh Dwivedi

AI trainer and developer with 10 years of experience, expertise in Python, machine learning, and AI ethics. Proficient with Django and Neo4j, and holds Azure AI certifications. Passionate about educating and implementing ethical AI solutions.

Register for the Webinar
Registration successful!
Details have been shared over email.
Explore More Webinars
Understanding Project management from basic to advance
Show More

Webinar Summary:

We will guide you through a detailed roadmap to mastering project management and achieving your PMP® certification. We will start by explaining the value of PMP® certification as a global standard and how it can boost your career. You will gain a deep understanding of the PMBOK® Guide framework, exploring key methodologies like Waterfall, Agile, and Hybrid approaches. We will cover practical tools and techniques for managing project risks, scope, schedules, and stakeholders effectively. Additionally, we will provide expert guidance on exam preparation, including study strategies, time management tips, and insights into the PMP® exam structure. By the end of the webinar, you will have a clear action plan for success, whether you are an aspiring PMP® candidate, a current project manager, or transitioning into project management.

02 Sep 2025 | 02:30 AM CST   1 Hour

Impression Management - Master the Art of Professional Presence
Show More

Webinar Summary:

In this webinar we will define the concept of impression management and explain its relevance in professional and personal settings, Identify the psychological principles and communication strategies that shape how others perceive you.

02 Sep 2025 | 05:30 AM CST   1 Hour

Role of ITIL in Service Management
Show More

Webinar summary:

In this webinar there will be Discussion about ITIL as a framework and how it can help organizations in delivering high quality IT services and value to consumers.

02 Sep 2025 | 03:30 AM CST   1 Hour

Explore Related Courses

Due Diligence: Appraisal and Managementof Potential Investors and Partners

Installing and Configuring Cisco Cube/Gateways v3

Microsoft Security Workshop: Enterprise Security Fundamentals

Introduction To SQL Databases-55315