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Thoughts on code, hardware, and everything in between

How LLMs Actually Work

A ground-up walkthrough of what's really happening inside large language models — from tokenization to transformers to inference.

I gave an AI full access to my homelab. Here's what happened.

First post on the new blog. A quick intro to what I'll be writing about.