Guruprasath619/underrated-ai-atlas

An interactive directory and deployment guide for underrated open-source and enterprise AI models. Browse architectures, compare parameters, and copy-paste deployment code for Python, CLI, and REST APIs. Built with React & Tailwind.https://guruprasath619.github.io/underrated-ai-atlas/

0

stars

37

commits

JavaScript

primary language

Aug 26, 2026

updated

README

🗺️ Underrated AI Atlas

Deploy React Atlas to GitHub Pages

✨ View the Live Application Here

An interactive directory and deployment guide for 30 genuinely underrated open-source, enterprise, and edge AI models. Designed with a modern, typography-driven "Neo-Atlas" aesthetic, this tool helps developers and researchers discover, compare, and instantly deploy models that exist outside the usual frontier AI hype cycle.


⚡ Features

  • Real-Time Index Search: Instantly filter 30+ models by parameter count, architecture type (MoE, Mamba, Dense), or specific use-cases (RAG, Math, OCR).
  • The "Mapofile" Drawer: A smooth, edge-to-edge slide-out bento box UI that provides deep architectural context without losing your place in the directory.
  • Instant Deployment Module: Built-in code snippets for immediate testing. Provides one-click copy logic for:
    • Local CLI execution (Ollama)
    • Python integration (Hugging Face Transformers)
    • REST / SDK Access (Cohere, Databricks, AI21, NVIDIA NIM)
  • Categorized Discovery: Models are strictly curated into Open-Source Research, Enterprise/SQL, Code Generation, Multilingual, Edge/Efficient, and Novel Architectures.

🛠️ Tech Stack

This project was built entirely in the browser and deployed via CI/CD pipelines.

  • Frontend Framework: React 18
  • Build Tool: Vite
  • Styling: Tailwind CSS (Custom high-contrast, off-white "editorial" theme)
  • Icons: Lucide React
  • Deployment & Hosting: GitHub Actions to GitHub Pages

💻 Local Development

If you want to pull this repository down and run it on your own machine, ensure you have Node.js installed, then run the following commands:

# 1. Clone the repository
git clone [https://github.com/Guruprasath619/underrated-ai-atlas.git](https://github.com/Guruprasath619/underrated-ai-atlas.git)

# 2. Navigate into the directory
cd underrated-ai-atlas

# 3. Install dependencies
npm install

# 4. Start the local Vite development server
npm run dev

Contributors

Guruprasath619

37 commits

Guruprasath619/underrated-ai-atlas

An interactive directory and deployment guide for underrated open-source and enterprise AI models. Browse architectures, compare parameters, and copy-paste deployment code for Python, CLI, and REST APIs. Built with React & Tailwind.https://guruprasath619.github.io/underrated-ai-atlas/

0

stars

37

commits

JavaScript

primary language

Aug 26, 2026

updated

README

🗺️ Underrated AI Atlas

Deploy React Atlas to GitHub Pages

✨ View the Live Application Here

An interactive directory and deployment guide for 30 genuinely underrated open-source, enterprise, and edge AI models. Designed with a modern, typography-driven "Neo-Atlas" aesthetic, this tool helps developers and researchers discover, compare, and instantly deploy models that exist outside the usual frontier AI hype cycle.


⚡ Features

  • Real-Time Index Search: Instantly filter 30+ models by parameter count, architecture type (MoE, Mamba, Dense), or specific use-cases (RAG, Math, OCR).
  • The "Mapofile" Drawer: A smooth, edge-to-edge slide-out bento box UI that provides deep architectural context without losing your place in the directory.
  • Instant Deployment Module: Built-in code snippets for immediate testing. Provides one-click copy logic for:
    • Local CLI execution (Ollama)
    • Python integration (Hugging Face Transformers)
    • REST / SDK Access (Cohere, Databricks, AI21, NVIDIA NIM)
  • Categorized Discovery: Models are strictly curated into Open-Source Research, Enterprise/SQL, Code Generation, Multilingual, Edge/Efficient, and Novel Architectures.

🛠️ Tech Stack

This project was built entirely in the browser and deployed via CI/CD pipelines.

  • Frontend Framework: React 18
  • Build Tool: Vite
  • Styling: Tailwind CSS (Custom high-contrast, off-white "editorial" theme)
  • Icons: Lucide React
  • Deployment & Hosting: GitHub Actions to GitHub Pages

💻 Local Development

If you want to pull this repository down and run it on your own machine, ensure you have Node.js installed, then run the following commands:

# 1. Clone the repository
git clone [https://github.com/Guruprasath619/underrated-ai-atlas.git](https://github.com/Guruprasath619/underrated-ai-atlas.git)

# 2. Navigate into the directory
cd underrated-ai-atlas

# 3. Install dependencies
npm install

# 4. Start the local Vite development server
npm run dev

Contributors

Guruprasath619

37 commits

Languages

JavaScript

59.8%

HTML

40.1%