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NJX-njx/model-architecture-blog

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Large Model Architectures

![License: CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) ![Node.js Version](https://nodejs.org/) ![Astro](https://astro.build/) ![Hugging Face Spaces](https://huggingface.co/spaces/NJX-njx/model-architecture-blog)

A focused technical blog on large model architectures with practical, readable deep dives. This Space starts with Mixture of Experts (MoE) and will expand to related topics such as routing, parallelism, training efficiency, and deployment trade-offs.

[Visit the live blog →](https://huggingface.co/spaces/NJX-njx/model-architecture-blog)

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🚀 Quick Start

Option 1: Duplicate on Hugging Face (Recommended)

  1. 1.Visit [🤗 Large Model Architectures](https://huggingface.co/spaces/NJX-njx/model-architecture-blog)
  2. 2.Click "Duplicate this Space"
  3. 3.Clone your new repository:
bash
   git clone git@hf.co:spaces/<your-username>/<your-space>
   cd <your-space>

Option 2: Clone Directly

bash
git clone https://github.com/tfrere/research-article-template.git
cd research-article-template

Installation

bash
# Install Node.js 20+ (use nvm for version management)
nvm install 20
nvm use 20

# Install Git LFS and pull assets
git lfs install
git lfs pull

# Install dependencies
cd app
npm install

# Start development server
npm run dev

Visit http://localhost:4321 to see your site!

🎯 Who This Is For

  • —Scientists writing modern, web-native research papers
  • —Educators creating interactive, explorable lessons
  • —Researchers who want to focus on ideas, not infrastructure
  • —Anyone who values clear, engaging technical communication

🌟 Inspired by Distill

This blog borrows the spirit of Distill (2016–2021), and applies it to large model architecture topics with:

  • —Accessible, high-quality explanations
  • —Reproducible, production-ready demos
  • —Modern web technologies and best practices

🤝 Contributing

We welcome contributions! Please see our Contributing Guidelines for details.

Ways to Contribute

  • —Report bugs - Open an issue with detailed information
  • —Suggest features - Share ideas for improvements
  • —Improve documentation - Help others get started
  • —Submit code - Fix bugs or add features
  • —Join discussions - Share feedback and ideas

📄 License

This project is licensed under the Creative Commons Attribution 4.0 International License.

  • —Diagrams and text: CC-BY 4.0
  • —Source code: Available on Hugging Face
  • —Third-party figures: Excluded and marked in captions

🙏 Acknowledgments

  • —Inspired by Distill and the interactive scientific writing movement
  • —Built with Astro, MDX, and modern web technologies
  • —Community feedback and contributions from researchers worldwide

📞 Support

  • —[Community Discussions](https://huggingface.co/spaces/NJX-njx/model-architecture-blog/discussions) - Ask questions and share ideas
  • —[Report Issues](https://huggingface.co/spaces/NJX-njx/model-architecture-blog/discussions?status=open&type=issue) - Bug reports and feature requests
  • —Contact: @NJX-njx on Hugging Face

Made with ❤️ for the scientific community