> Implementations
ModelPack is a specification, not a tool. Any project can implement it, and the community maintains this list of conformant implementations. Projects are listed alphabetically and presented equally; inclusion is not an endorsement by the ModelPack project.
KitOps
KitOps is a CNCF Sandbox project for packaging, versioning, and sharing AI/ML projects as OCI artifacts. It supports the ModelPack specification alongside its ModelKit format, and provides a CLI, a Python SDK, and integrations with common CI/CD and MLOps tools.
- Maintained by: the KitOps community (CNCF Sandbox)
- Language: Go
- License: Apache 2.0
$ brew tap kitops-ml/kitops
$ brew install kitopsmodctl
modctl is the reference implementation of the ModelPack specification, maintained under the ModelPack GitHub organization. It provides a CLI for building, pushing, pulling, and inspecting ModelPack artifacts in OCI registries.
- Maintained by: the ModelPack community
- Language: Go
- License: Apache 2.0
$ go install github.com/modelpack/modctl@mainCriteria for listing
To be listed on this page, a project must:
- Implement the current ModelPack specification (producing and/or consuming conformant artifacts)
- Be publicly available with a public source repository
- Be actively maintained
All conformant implementations are welcome and receive equal treatment. Listings appear in alphabetical order.
How to add an implementation
Open a pull request against modelpack/modelpack.org adding your project to this page, including a short description, maintainer, language, license, install instructions, and links. If you would rather not edit HTML, open an issue with the same details and a maintainer will help. Maintainers review submissions against the criteria above.