Shypd.aiThe largest open index of AI toolsck (Collective Knowledge) is an open-source, community-driven project that facilitates collaborative and reproducible research in AI and ML. It provides automations to run and optimize AI/ML workloads across diverse models, datasets, software, and hardware using MLPerf methodology.
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Collective Knowledge (CK) is a community-driven, open-source project designed to support open science, enhance reproducible research, and foster collaborative learning in AI and ML. It helps users efficiently and cost-effectively run and optimize AI, ML, and other emerging workloads across various models, datasets, software, and hardware, leveraging the MLPerf methodology and benchmarks. CK includes the Collective Mind (CM) automation framework and its next evolution, Collective Mind eXtension (CMX), which convert software projects into portable, reusable artifacts with extensible metadata and automations. These frameworks enable users to chain artifacts into technology-agnostic workflows, making complex experimental setups reproducible and reusable. CK also provides MLOps and MLPerf automations for composing, running, benchmarking, and optimizing ML/AI applications on diverse platforms.
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