Uploaded July 2026 | Updated September 2026, 3 weeks ago

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How to train your own 10M parameter LLM | Get started with SerpApi using 250 free credits: serpapi.com/?utm_source=youtube&utm_campaign=garyexplains_july_2026

Here is everything you need to train your own 10 million parameter LLM using the complete works of Shakespeare. It works on a PC with or without a GPU.
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LLM Links:
- github.com/angelos-p/llm-from-scratch/tree/main
- github.com/garyexplains/examples/tree/master/tinynanogpt_chartok
- github.com/garyexplains/examples/tree/master/tinystoriesgpt
- huggingface.co/datasets/roneneldan/TinyStories/tree/main
- huggingface.co/datasets/next-token/clean-PD-16000-books3

This video was sponsored by SerpApi.

00:00 Intro
02:07 10M parameter LLM trained on Shakespeare
07:40 24M parameter LLM trained on Tiny Stories
11:15 Wrap

X: twitter.com/garyexplains
GitHub: github.com/garyexplains

#garyexplains