How To Use This Guide
Why Run Large Language Models Locally?
Understanding Large Language Models
Selecting Models
Models For Coding
- Overview of Code Llama Variations
- Other Notable Open Source Models for Coding
Installation
Evaluation
- Testing Each Model
- Evaluating Models with a Standardized Test
Best Practices
- Best Practices for Running Local LLMs
Prompts
- Collection of Prompts
- Creating a Shell Script
Advanced Usage
Benchmarks
Additional Resources

AI for Dev was created by Jesse Freeman. Visit the GitHub repo to help contribute.

Collection of Prompts

This section provides a collection of prompts for different coding tasks.