Noema Atlas is a free, open-source peer-to-peer network that enables decentralized distribution of local LLM models using Iroh and BLAKE3 hashing. It allows users to share and retrieve models directly from peers worldwide, with Hugging Face and mirrors as fallbacks, and supports rescuing models removed from Hugging Face through private sharing.