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The open-source Collective Knowledge Technology v1 and v2 (CK) was originally developed by Grigori Fursin with great contributions from the community.
CK was based on Grigori's practical experience helping the community reproduce many research projects and validate them in the real world across diverse and continuously changing models, data sets, software and hardware since 2013.
CK development was also sponsored by the cTuning foundation, HiPEAC and OctoML.
The archive of this discontinued framework is available in the /ck directory.
Grigori donated the CK technology to MLCommons in 2022 to benefit everyone and help establish the MLCommons Task Force on Automation and Reproducibility co-led with Arjun Suresh.
This collaborative engineering effort resulted in the new version of CK called Collective Mind (CM) with simple, portable and ready-to-use automation recipes for MLOps and DevOps developed by scratch with great help, feedback and contributions from the community.
CM is now officially supported, developed and maintained by MLCommons.org with the help from cKnowledge.org and cTuning.org.
Please go to this GitHub page to learn more about this project and check the slides from ACM REP'23 keynote about CM.