Tools and games

AI Hardware Calculator

A web calculator that estimates the memory an open-weight LLM needs, including KV cache across context windows, and checks the fit against GPU VRAM or Apple Silicon unified memory. It covers 8 quantization tiers from Q2_K to FP16, bundles 1,500+ model variants and outputs commands for Ollama, MLX and vLLM.

Stack
TypeScript, Vite, Tailwind CSS, Hugging Face API
Code
github.com/ADM1SH/ai-hardware-calculator

Overview

Install

  1. Clone the repository:

    git clone https://github.com/ADM1SH/ai-hardware-calculator.git
    cd ai-hardware-calculator
    
  2. Install dependencies:

    npm install
    
  3. Start the local development server:

    npm run dev
    
  4. Open http://localhost:5173 in your browser.

Updates

  • docs: update README with comprehensive documentation
  • docs: expand README to open source standards
  • feat: initial commit for ai hardware calculator

Docs

The full documentation covers how it works, configuration and results.