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
- Creates a single package that bundles your model, data and code into a versioned snapshot
- Tracks changes to ML configurations and model parameters over time
- Makes it easy to reproduce exact model training conditions later
- Helps teams collaborate by keeping model assets organized and documented
- Saves model versions as ModelKit artifacts you can reference and roll back to
