Fine-Tuning Large Language Models

Fine-tune LLMs with Python. Learn data prep, training techniques, and optimization using open-source frameworks on GPU-accelerated servers.

Course Thumbnail

Essential Skills Gained

Checkmark

Clean and Curate Data for AI Fine-Tuning

Checkmark

Establish guidelines for obtaining RAW Data

Checkmark

Go from Drowning in Data to Clean Data

Checkmark

Fine-Tune AI Models with PyTorch

Format

  • Instructor-led
  • 3 days with lectures and hands-on labs.

Audience

  • Developers
  • Data Acquisition Specialists
  • Architects
  • Project Managers

Description

You will develop the skills to gather, clean, and organize data for fine-tuning pre-trained LLMs and Generative AI models. Through a combination of lectures and hands-on labs, you will use Python to fine-tune open-source Transformer models. Gain practical experience with LLM frameworks, learn essential training techniques, and explore advanced topics such as quantization. During the hands-on labs, you will access a GPU-accelerated server for practical experience with industry-standard tools and frameworks.

Calendar icon

Upcoming Course Dates

No upcoming dates. Please check back later.

Course Outline

Download PDF

Your Team has Unique Training Needs.

Your team deserves training as unique as they are.

Let us tailor the course to your needs at no extra cost.