Skip to main content

Ollama Local LLMs

Run powerful LLMs locally on your machine.

Course Duration: 6 hours​

What You'll Learn​

  • Ollama setup and basics
  • Running different models
  • Custom model creation
  • API integration
  • Building local chatbots
  • Performance optimization

Prerequisites​

  • Basic command line
  • Python basics

Course Modules​

  1. Introduction to Ollama
  2. Installation (Mac, Windows, Linux)
  3. Running Models (LLaMA, Mistral, Phi)
  4. Ollama CLI Commands
  5. Ollama REST API
  6. Python Integration
  7. Custom Modelfiles
  8. GPU Acceleration
  9. Memory Management
  10. Building a Local Chatbot
  11. Open WebUI
  12. Project: Private AI Assistant

Models Available​

  • LLaMA 3
  • Mistral
  • Phi-3
  • Gemma
  • Code LLaMA
  • Dolphin