IIRF Online > Development > Software Development Tools > Prompt Engineering > Applied Local Large Language Models
Applied Local Large Language Models by Futurelearn
Understand how to deploy and interact with Large Language Models (LLMs) as you gain in-demand skills for the AI and tech industry.
Course Highlights
- Deploy and run large language models on local hardware
- Apply fine-tuning techniques to customize large language models for specific tasks or domains
- Utilize open-source generative AI tools and frameworks in practical applications
Skills you will learn!
Curriculum
4 Topics
About this Course
Introduction to Open Source models and ecosystem
Using Large Language Model for data augmentation
Building real-world solutions
3 Topics
Key Components of Llamafile
Running Llamafile
Using Whisper.cpp
3 Topics
Using Models in the browser
Developing Portable CLI with Cosmopolitan
Applied Projects - Test Your Knowledge
2 Topics
Final Challenges
Recap
Applied Local Large Language Models
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