Model Deployment with CI/CD

📌 Project Overview

This project deploys a PyTorch model using FastAPI with GitHub Actions CI/CD pipeline.

🚀 Deployment Options

Option 1: Render (Recommended)

1. Sign up at render.com
2. Create new Web Service
3. Connect your GitHub repository
4. Set:
   • Build Command: pip install -r requirements.txt
   • Start Command: python app.py
5. Click Deploy

Option 2: Railway

1. Sign up at railway.app
2. Install Railway CLI: npm i -g @railway/cli
3. Run: railway login
4. Run: railway init
5. Run: railway up

Option 3: Ollama (Local)

ollama pull llama2
ollama run llama2