https://github.com/mathew005/understanding-turboquant
https://github.com/mathew005/understanding-turboquant
Last synced: 16 days ago
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- Host: GitHub
- URL: https://github.com/mathew005/understanding-turboquant
- Owner: Mathew005
- License: mit
- Created: 2026-04-26T07:45:42.000Z (2 months ago)
- Default Branch: main
- Last Pushed: 2026-05-18T08:59:16.000Z (about 1 month ago)
- Last Synced: 2026-05-18T10:46:23.596Z (about 1 month ago)
- Language: Python
- Homepage: https://mathew005.github.io/understanding-turboquant/
- Size: 485 KB
- Stars: 0
- Watchers: 0
- Forks: 1
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Understanding TurboQuant
This repository contains a deep dive into the **TurboQuant** algorithm, exploring its mathematical foundations and hardware implementation.
## 🚀 Web Application
The main content is designed to be viewed as an interactive web application.
- **[Launch the Interactive Experience](index.html)** (Open `index.html` in your browser)
## 📖 Documentation
All core articles and deep dives have been moved to the `docs/` folder:
- **[Main Article](docs/article.md)**: The central overview of TurboQuant.
- **[Activation Outliers](docs/theory_outliers.md)**: Why standard quantization fails.
- **[Random Rotation](docs/theory_incoherence.md)**: The Principle of Incoherence.
- **[QJL Error Correction](docs/theory_qjl.md)**: Real-time 1-bit correction.
- **[Benchmarks](docs/benchmarks.md)**: Performance analysis of `pyturboquant`.
## 🛠️ Project Structure
- `docs/`: Markdown sources for the articles.
- `assets/`: Images, diagrams, `app.js`, and `style.css`.
- `index.html`: Web entry point.
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*Created by Mathew Saju and Amal Baby Mathews.*