The OlmoEarth v1.1 family introduces more efficient Earth observation models trained on massive satellite datasets. These vision-language models excel at analyzing geospatial imagery with reduced computational overhead. By optimizing the architecture, Hugging Face enables researchers to perform complex environmental monitoring tasks using fewer resources. This update streamlines the deployment of remote sensing AI.