11. Hands-on LLM Ops: Setting Up Your Python Dev Environment and Project Structure

Analytics Vidhya · Intermediate ·🏗️ Systems Design & Architecture ·8h ago
In this video, we begin building our LLM Ops project by setting up a professional development environment. Before we write a single line of application logic, we must ensure our dependencies are isolated and our project is structured for scalability and maintainability. In this tutorial, we cover: 1. Environment Isolation: Why you should always use a Python Virtual Environment (venv) to keep your LLM Ops dependencies separate from other projects. 2. Step-by-Step Setup: The specific commands needed to create and activate your environment on your machine. 3. Modular Project Architecture: A deep…
Watch on YouTube ↗ (saves to browser)
Fixing GPU Starvation in Large-Scale Distributed Training
Next Up
Fixing GPU Starvation in Large-Scale Distributed Training
MLOps.community