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LF AI & Data projects drive open-source innovation in AI and data, fostering collaboration in a neutral, community-driven environment.
We nurture open-source AI and data projects like a greenhouse, growing them from seed to fruition with full support and resources.
Key findings reveal 84% of organizations have moderate to high Gen AI adoption, with 41% using open-source infrastructure. Read more.
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LF AI & Data projects are advancing open-source innovation across artificial intelligence and data technologies. By providing a collaborative, neutral environment, LF AI & Data empowers projects to accelerate development and adoption, creating scalable, interoperable solutions that drive impact across industries worldwide.
Featured Project
Kedro is an open-source Python framework for creating reproducible, maintainable and modular data science code.
Featured Project
DLRover makes the distributed training of large AI models easy, stable, fast, and green.
From Theory to Practice: How MLOps Can Embed GenAI TransparencyAuthor: Vincent Caldeira, CTO of Red Hat in APAC This post concludes our three-part series on operationalizing GenAI transparency. Now that we’ve covered transparency frameworks and licensing, we’ll explore the technical tools and standards—like OCI packaging, AI BOMs, and Sigstore—that enable transparency across the AI model lifecycle. Technical Enablers of Supply… Read more.
Simplifying AI Model Licensing with OpenMDWAuthor: Vincent Caldeira, CTO of Red Hat in APAC This post is part two of our series on transparency in the GenAI supply chain. Following our introduction of the Model Openness Framework (MOF), we now dive into licensing—exploring how the OpenMDW license helps simplify legal complexities and ensures openness across all… Read more.
Building Trust in GenAI: Why We Need the Model Openness FrameworkAuthor: Vincent Caldeira, CTO of Red Hat in APAC This post is part one of a multi-part series exploring how the LF AI & Data community is operationalizing transparency in the Generative AI (GenAI) model supply chain. In this installment, we unpack why transparency is vital for responsible AI and… Read more.