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  MasterFabric Academy

      academy.masterfabric.co is a     MasterFabric     subsidiary.  

This is a Next.js project bootstrapped with create-next-app.

🧠 MasterMind AI — WebGPU & Go Powered LLM Studio

MasterMind AI is a high-performance, browser-based LLM execution and evaluation platform built with Next.js (App Router), Tailwind CSS, and TypeScript.

It enables client-side local inference using WebGPU (via @mlc-ai/web-llm) for zero API cost, combined with a microsecond-latency Go backend for real-time telemetry scoring and benchmarking.


✨ Key Features

  • Client-Side WebGPU Inference: Run models like Gemma-2B directly inside the browser with zero server API cost.
  • 📊 Go Telemetry & Benchmarking: Microsecond-latency tracking for tokens/sec, prompt execution speed, and resource metrics.
  • 🔐 Secure Access Gateway: Authenticated session management for LLM Studio and analytics pages.
  • 🎨 Modern & Responsive UI: Built with Next.js 15, Tailwind CSS, and optimized with Geist font utilities.

🚀 Getting Started

First, install the dependencies and run the development server:

npm install
npm run dev
# or
yarn dev
# or
pnpm dev
# or
bun dev

Open http://localhost:3000 with your browser to see the result. You can start editing the page by modifying app/page.tsx. The page auto-updates as you edit the file.

Tech Stack

Frontend Framework: Next.js (App Router) Styling: Tailwind CSS Inference Engine: Web-LLM (WebGPU) Backend Engine: Go (Chi Router / Microservices Telemetry) Fonts: next/font with Geist Sans & Geist Mono

The easiest way to deploy your Next.js app is to use the Vercel Platform. Check out the Next.js deployment documentation for more details.

Live Application

You can also access the deployed production version directly at: https://mastermind-theta-puce.vercel.app/

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