The article introduces torchcomms, a new lightweight communication API for PyTorch Distributed aimed at enhancing large-scale model training. It outlines the project's goals, including fast prototyping of communication primitives, scaling to over 100,000 GPUs, and supporting heterogeneous hardware, while emphasizing an open development process for community feedback and innovation.