The OlmoEarth v1.1 family introduces optimized weights for geospatial intelligence. These models outperform predecessors on Earth observation tasks while requiring fewer computational resources. Hugging Face focused on efficiency to lower the barrier for environmental monitoring. Practitioners can now deploy high-resolution satellite data analysis with significantly reduced latency and memory overhead.