Monarch is a distributed programming framework for PyTorch that utilizes scalable actor messaging and features such as fault tolerance, point-to-point RDMA transfers, and support for distributed tensors. The framework is currently in experimental development, and users are encouraged to report bugs and contribute to its improvement. Installation requires specific dependencies and can be set up on various operating systems, with examples provided to guide users in utilizing its APIs effectively.