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Introducing OlmoEarth embeddings: Custom embedding exports from OlmoEarth Studio for downstream analysis

Hugging Face · published 12 August 2026

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https://www.datocms-assets.com/64837/1776965297-olmoearth-embeddings-blog-google-docs-image-1.png

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https://olmoearth.allenai.org/

olmoearth.allenai.org

https://github.com/allenai/olmoearth_pretrain

github.com

https://huggingface.co/collections/allenai/olmoearth

huggingface.co

https://allenai.org/papers/olmoearth

allenai.org

https://arxiv.org/abs/2603.02080

arxiv.org

https://docs.olmoearth.allenai.org/model-fine-tuning

docs.olmoearth.allenai.org

https://allenai.org/olmoearth

allenai.org

https://github.com/allenai/rslearn/blob/master/docs/examples/OlmoEarthEmbeddings.md

github.com

https://www.datocms-assets.com/64837/1776965912-olmoearth-embeddings-blog-google-docs-image-2-1.png

datocms-assets.com

https://www.datocms-assets.com/64837/1776966011-olmoearth-embeddings-blog-google-docs-image-3.png

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https://github.com/allenai/olmoearth_pretrain/blob/main/olmoearth_pretrain/evals/embedding_transforms.py

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https://www.datocms-assets.com/64837/1776966099-olmoearth-embeddings-blog-google-docs-image-4-2.png

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https://www.datocms-assets.com/64837/1776966200-olmoearth-embeddings-blog-google-docs-image-5-2.png

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https://esa-worldcover.org/en

esa-worldcover.org

https://www.datocms-assets.com/64837/1776966290-olmoearth-embeddings-blog-google-docs-image-6-2.png

datocms-assets.com

https://www.datocms-assets.com/64837/1776966463-olmoearth-embeddings-blog-google-docs-image-7-1.png

datocms-assets.com

https://www.datocms-assets.com/64837/1776966500-olmoearth-embeddings-blog-google-docs-image-8-2.png

datocms-assets.com

https://docs.olmoearth.allenai.org/embeddings

docs.olmoearth.allenai.org

https://github.com/allenai/olmoearth_projects/tree/main/tutorials/embeddings

github.com

https://github.com/allenai/olmoearth_projects/tree/main/tutorials/embeddings/src/olmoearth_embeddings_tutorial/similarity

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https://github.com/allenai/olmoearth_projects/tree/main/tutorials/embeddings/src/olmoearth_embeddings_tutorial/segmentation

github.com

https://github.com/allenai/olmoearth_projects/tree/main/tutorials/embeddings/src/olmoearth_embeddings_tutorial/change_detection

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https://github.com/allenai/olmoearth_projects/tree/main/tutorials/embeddings/src/olmoearth_embeddings_tutorial/pca

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https://colab.research.google.com/drive/1JnhFn0IfDJEn49S4sKuCS-mv_b4T2tU0?usp=sharing

colab.research.google.com