The OlmoEarth v1.1 family introduces more efficient weights for Earth observation tasks. These vision models leverage a specialized architecture to process satellite imagery with lower computational overhead. Hugging Face optimized the training pipeline to improve spatial resolution handling. Practitioners can now deploy high-resolution environmental monitoring tools with significantly reduced latency and memory requirements.