Inside OKF: How the Files Actually Work(Part 3 of 5: Understanding OKF) In Part 1, we covered the shape of OKF at a high level: a folder of markdown files, each with a small metadata header. In Part 2, we made the case for why this needs tSep 10 · 8 min readmujtaba08.hashnode.dev
Why Can't the AI Just Already Know This Stuff?(Part 2 of 5: Understanding OKF) Every time this topic comes up, someone asks the same, completely reasonable question: "Wait — isn't this what training is for? Or fine-tuning? Why do we need a whole Sep 8 · 6 min readmujtaba08.hashnode.dev
What Is OKF? A Simple Guide to the Open Knowledge Format(Part 1 of 5: Understanding OKF) Here's a problem you've probably run into without having a name for it. You're building something with an AI agent — maybe it's answering questions about your company'Sep 2 · 7 min readmujtaba08.hashnode.dev
Understanding AirLLM: How to Run a 70B Model on a 4GB GPU I went down a rabbit hole trying to understand AirLLM — a library that claims to run 70B+ parameter models on GPUs with as little as 4-6GB of VRAM. What started as "what is this tool" turned into a muAug 25 · 16 min readmujtaba08.hashnode.dev
Ontologies, Explained Like You're Actually Confused (Not Like a Textbook)I tried to explain ontologies to someone recently, and my first attempt went wrong. They stared at me and said, essentially, "No man, not a good way of explaining. Take me there intuitively." Fair. MyAug 19 · 10 min readmujtaba08.hashnode.dev
