Updated
Updated · XDA Developers · May 8
LLM From Scratch offers free course to build tiny AI models
Updated
Updated · XDA Developers · May 8

LLM From Scratch offers free course to build tiny AI models

8 articles · Updated · XDA Developers · May 8
  • The six-part workshop covers tokenisation, transformer architecture, training, inference, scaling experiments and a poetry challenge, and is designed to run on a laptop.
  • It takes users from basic character-level tokenisers to a working small language model trained on poetry, aimed at hobbyists rather than competing with systems like ChatGPT or Gemini.
  • The course materials and details are available on the project's GitHub page, offering a practical introduction to how large language models are built from scratch.
With 2026 optimizers, can a laptop-built AI poet truly rival the creative output of large commercial models on specialized tasks?
As local AI agents become common, what are the key security risks of running a self-built LLM on your personal laptop?
Is building an LLM from scratch an educational rite of passage or an inefficient detour from fine-tuning superior pre-existing models?