Petals is an innovative platform that facilitates the decentralized running and fine-tuning of large language models (LLMs). Leveraging a network structure similar to BitTorrent, users can share the computational load, thereby achieving faster inference and fine-tuning. This approach democratizes access to advanced AI capabilities, enabling anyone to run powerful LLMs from home without needing extensive computational resources.