Models

OlmoEarth

2 synchronized stories carry this tag.

OlmoEarth Studio exports custom geospatial embedding rasters

Ai2 added custom OlmoEarth embedding generation and export by polygon, date range, encoder size, resolution, and Sentinel source. Studio produces int8 Cloud-Optimized GeoTIFFs for similarity search, few-shot segmentation, change detection, and PCA exploration without full model fine-tuning.

Why it matters: The update turns an Earth-observation foundation model into reusable GIS artifacts that existing geospatial tools can inspect and combine.

Read storyOriginal source · huggingface.co

OlmoEarth turns satellite models into continent-scale inference jobs

Ai2 described OlmoEarth Platform, infrastructure for fine-tuning, evaluating and running Earth-observation models across large geographies. It separates CPU-heavy imagery preparation and postprocessing from GPU inference, with partitioning, retries and overlap reconciliation.

Why it matters: Planetary AI is primarily a data and distributed-systems problem: imagery discovery, reprojection, failure recovery and map assembly can dominate the model itself.

Read storyOriginal source · huggingface.co