Home Ask me

LLM Engineering · Level 1

Building a language model from scratch

0 / 32 steps complete

A 32-step path from raw text to a full model system — tokenizer, embeddings, attention, transformer, training, inference, alignment, serving and a capstone.

32 lessons 13 phases

Completed Not started

Drag to explore · hover a stage

Part of ahmednabiled.com — an ongoing log of hands-on LLM work.

Roadmap design inspired by Ahmad Osman (@TheAhmadOsman). All credit for the original concept goes to him.