cTuning foundation
is a non-profit educational organization and a founding member of MLCommons
developing open-source tools to support
reproducibility initiatives, artifact evaluation and open science
in collaboration with ACM, IEEE and MLCommons since 2008.
You can learn more about our history, vision, community initiatives, open-source developments and other related projects
from our
ACM TechTalk'21,
keynote at ACM REP'23,
joint Nature article'23,
journal article in Philosophical Transactions of the Royal Society'21
and white paper'24.
Feel free to follow us on LinkedIn
and X.
Our current community activities include:
-
developing Collective Knowledge Playground -
an educational community project to help students, researchers and engineers
learn how to run AI, ML and other emerging workloads in the most efficient
and cost-effective way across diverse models, data sets, software and hardware.
It is being developed by Grigori Fursin in collaboration with
MLCommons, FlexAI, and our great contributors
and participants in our open challenges.
-
helping AI, ML and Systems conferences set up Artifact Evaluation
to help researchers and engineers reproduce results from published papers
and validate them in the real world
across continuously changing models, data, software and hardware;
-
organizing reproducibility challenges and community MLPerf submissions
in collaboration with MLCommons to learn how to co-design more efficient and cost-effective software and hardware for emerging workloads.
-
unifying the Artifact Appendix and reproducibility checklist
across different AI, ML and Systems conferences.
-
leading the development of the Collective Mind workflow automation technology at MLCommons:
MLCommons CM GitHub,
CM4MLOps,
CM4ABTF.
We are honored that our expertise and open-source technology has helped the following initiatives:
Sponsors