Version History

v1.1minor

OlmoEarth v1.1 reduces compute costs by up to 3x through token sequence length reduction, collapsing Sentinel-2 resolution bands into single tokens while maintaining similar benchmark performance to v1.

Coverage

model release

Allen Institute Releases OlmoEarth v1.1 with 3x Compute Reduction for Satellite Imagery

Allen Institute (AI2) released OlmoEarth v1.1, a family of transformer-based models for satellite imagery processing that reduces compute costs by up to 3x compared to the original OlmoEarth v1. The efficiency gains come from collapsing Sentinel-2 resolution bands into single tokens, cutting sequence lengths by three times while maintaining benchmark performance.

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