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? Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

For developers, who are building real-time data-driven applications, Redis is the preferred, fastest, and most feature-rich cache, data structure server, and document and vector query engine.

? Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch and FLAX.

Python sample codes and textbook for robotics algorithms.

Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research

? Data Versioning and ML Experiments

An open-source runtime for composable workflows. Great for AI agents and CI/CD.

Open-source feature management platform

The Cloud Native Control Plane

Adversary Emulation Framework