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.

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Essential Skills Gained

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Clean and Curate Data for AI Fine-Tuning

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Establish guidelines for obtaining RAW Data

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Go from Drowning in Data to Clean Data

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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.

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Upcoming Course Dates

August 27-29, 2025

10:00 AM - 6:00 PM

Virtual: Online - US/Eastern

Enroll

$2495

Course Outline

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