verl: Volcano Engine Reinforcement Learning for LLMs

Ongoing research training transformer models at scale

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

Automate application management on Kubernetes

A Highly Extensible Platform Engine based on Kubernetes and Open Application Model.

A set of libraries for building OAM runtimes

Production-Grade Container Scheduling and Management