AI Stack Docs

GETTING STARTED

Introduction

Welcome to the AI-Stack User Manual. This guide introduces the features and standard operations of AI-Stack, a Machine Learning Management Platform designed for flexible, scalable AI development.

Browser Requirements

To ensure full platform functionality:

• Use Chrome v60+ or Firefox v60+

• Older browsers may result in unexpected behavior or limited features.

Self-Service AI Environment

AI-Stack provides a self-service environment where users can:

• Configure container resources on demand

• Mount CPUs, GPUs, memory, and network drives

• Select AI/ML frameworks like TensorFlow

• View and manage system resources relevant to your workload

Project-Based Resource Allocation

The platform operates on a project-based structure, allowing users to create and manage resources tailored to:

• Specific objectives or experiments

• Departmental research

• Internal competitions or training

• Event demonstrations

Each project is provisioned with dedicated resources, and users may participate in multiple projects simultaneously — helping improve resource efficiency and budget control.

💡 Tip: Projects must be approved before you can create containers or jobs.