This task can be performed using KitOps
Simple, secure, and reproducible packaging for AI/ML projects
Best product for this task
KitOps
oss
An open source DevOps tool that packages and versions your AI/ML model, datasets, code, and configuration into a reproducible artifact called a ModelKit
What to expect from an ideal product
- Bundles your ML model, training data, and code into a single package for easy sharing
- Keeps track of model versions and changes like a Git repo for AI projects
- Creates standalone artifacts that anyone can run without dependency headaches
- Makes sure your AI projects work the same way across different machines and teams
- Saves the exact configuration and environment settings so experiments can be repeated
