README.md

MLCommons CK and CM documentation

The Collective Knowledge project consists of two sub-projects to facilitate reproducible research and transfer to production across rapidly evolving models, software, hardware and data Collective Mind language (MLCommons CM) and Collective Knowledge platform (MLCommons CK).

Collective Mind language (CM)

• Introduction
• Installation and customization
• Unified CLI and Python API
  • CM "script" automation
  • CM "cache" automation
  • CM "experiment" automation
  • List of all unified CM automations from MLCommons
  • List of all portable and reusable CM scripts from MLCommons
• Tutorials
• Specifications
• Source code
• FAQ

Collective Knowledge playground (CK)

• Open access
• Introduction
• Development page
• Getting Started Guide
• Source code (CM script)

Note that this platform is under heavy development. Documentation will come soon. In the meantime, please check our presentation and the Forbes article about our vision and development plans.

Collaborative CM and CK development

This open-source technology is being developed by the open MLCommons task force on automation and reproducibility led by Grigori Fursin and Arjun Suresh:

• Join our public Discord server.
• Join our public conf-calls.
• Check our news.
• Check our presentation and Forbes article about our development plans.
• Read about our CK concept (previous version before MLCommons).

Copyright

2021-2023 MLCommons

License

Apache 2.0

Acknowledgments

This project is currently supported by MLCommons, cTuning foundation, cKnowledge and individual contributors. We thank HiPEAC and OctoML for sponsoring initial development.