https://github.com/simply-pouria/the-lms-book
This repository contains my study notes, code implementations, and experiments while reading The Hundred-Page Language Models Book by Andriy Burkov. Covering topics such as transformers, tokenization, training techniques, and practical applications of LLMs.
https://github.com/simply-pouria/the-lms-book
artificial-intelligence language-model llm machine-learning neural-network pytorch pytorch-implementation
Last synced: 7 months ago
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This repository contains my study notes, code implementations, and experiments while reading The Hundred-Page Language Models Book by Andriy Burkov. Covering topics such as transformers, tokenization, training techniques, and practical applications of LLMs.
- Host: GitHub
- URL: https://github.com/simply-pouria/the-lms-book
- Owner: simply-pouria
- Created: 2025-03-30T14:36:26.000Z (7 months ago)
- Default Branch: main
- Last Pushed: 2025-03-30T15:33:03.000Z (7 months ago)
- Last Synced: 2025-03-30T16:22:27.661Z (7 months ago)
- Topics: artificial-intelligence, language-model, llm, machine-learning, neural-network, pytorch, pytorch-implementation
- Language: Jupyter Notebook
- Homepage:
- Size: 359 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# The Hundred-Page Language Models Book - Notes & Code
This repository contains my study notes and code implementations while reading *The Hundred-Page Language Models Book* by Andriy Burkov, Implementing, solving the few errors that were in the book, creating review notes, etc.
It has been a fantastic book so far! you can check it out [here](https://www.thelmbook.com/).
Feel free to explore and contribute!
## 📖 Study Notes
| Chapter | Notes |
| ---------- | ---------------------------- |
| Chapter 1 | [Notes](The%20Hundred-Page%20LMs%20Book%20-%20Chapter%201%20Notes.pdf) |
| Chapter 2 | [Notes]() |
| Chapter 3 | [Notes]() |
| Chapter 4 | [Notes]() |
| Chapter 5 | [Notes]() |
| Chapter 6 | [Notes]() |
| Chapter 7 | [Notes]() |
| Chapter 8 | [Notes]() |
| Chapter 9 | [Notes]() |
| Chapter 10 | [Notes]() |
## 💻 Code Implementations
| Chapter | Code |
|---------|------|
| Chapter 1 | [Jypyter Notebook Code](TheLMBook_Chapter1.ipynb) |
| Chapter 2 | [Jypyter Notebook Code](TheLMBook_Chapter2.ipynb) |
| Chapter 3 | [Jypyter Notebook Code]() |
| Chapter 4 | [Jypyter Notebook Code]() |
| Chapter 5 | [Jypyter Notebook Code]() |
| Chapter 6 | [Jypyter Notebook Code]() |
| Chapter 7 | [Jypyter Notebook Code]() |
| Chapter 8 | [Jypyter Notebook Code]() |
| Chapter 9 | [Jypyter Notebook Code]() |
| Chapter 10 | [Jypyter Notebook Code]() |