Getting Started with The Scaling Journey
Welcome to The Scaling Journey blog!
This is the first post, introducing what you’ll find here and why I’m starting this journey.
What’s This About?
Section titled “What’s This About?”This blog explores the fascinating world of training and deploying large language models at scale. From fundamental principles to cutting-edge techniques, we’ll dive deep into:
- Scaling Laws — The predictable relationships governing model performance
- Model Compression — Making LLMs efficient without sacrificing capability
- Infrastructure & Deployment — Building systems that can handle billions of parameters
- Research & Experimentation — Latest advances in the field
Single Source of Truth
Section titled “Single Source of Truth”All articles are published here first, then shared on Substack. This site is the canonical archive.
Coming Next
Section titled “Coming Next”Stay tuned for deep dives into specific topics. More posts coming soon!
Last updated: June 2026