Learn About LLMs
Explore how large language models work and how to run them on your own hardware.
📚Understanding LLMs
Learn the fundamentals of how large language models work
How LLMs Work
Learn the fundamentals of large language models, from tokens to predictions.
Architecture & Training
Deep dive into transformer architecture, attention mechanisms, and training.
Prompting & Best Practices
Master the art of prompting and get the best results from LLMs.
Limitations & Safety
Understand the limitations, biases, and safety considerations of LLMs.
🖥️Self-Hosting LLMs
Practical guides for running LLMs on your own hardware
Getting Started
New to self-hosting? Start here to understand the basics.
Hardware Requirements
Learn what hardware you need for different model sizes.
Understanding Quantization
Learn about Q4, Q5, Q8 and what they mean for performance.
Setup Tools
Step-by-step guides for Ollama, LM Studio, and more.
Optimization & Troubleshooting
Tips for better performance and solving common issues.