The OlmoEarth v1.1 family introduces updated weights for geospatial-specific LLMs. These models optimize the processing of satellite imagery and environmental data through improved efficiency. Hugging Face focused on reducing computational overhead without sacrificing accuracy. This update provides a more streamlined tool for researchers analyzing planetary-scale climate patterns and land use.