Large Language Models
Train and Customize Language Models
What you'll learn
- Understand the evolution of language models
- Learn the tokenization process
- Grasp the architectures of Transformers
- Explore models like BERT
- Master the principles of Prompt Engineering
- Apply models in developing smart applications
About this course
The Large Language Models course (LLMs) is your comprehensive guide to understanding and applying the latest techniques in linguistic artificial intelligence. You will learn how the massive models operate behind the scenes, the role of Transformers, and how to customize models using techniques like Fine-Tuning and LoRA to develop smart applications that understand and interact with language in ways that exceed expectations.
Expected outcomes
- Comprehensive understanding of training and customizing large language models.
- Ability to use the Hugging Face platform to work with LLMs.
- Mastery of PEFT and LoRA techniques for efficient model customization.
- Capability to build smart applications for text analysis and content summarization.
Instructor
Eng. Ziad Ahmed
2,155 students3 courses
