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

DevFeed: [Introducing OlmoEarth embeddings: Custom embedding exports from OlmoEarth Studio for downstream analysis](<https://devfeed.tech/articles/introducing-olmoearth-embeddings-custom-embedding-exports-from-olmoearth-studio-for-downstream-analysis-7085.md>)

Original publisher: [Read original article](<https://huggingface.co/blog/allenai/olmoearth-embeddings>)

Author: Kyle Wiggers

Published: 2026-08-12T16:14:36Z

Content type: article

Language: en

Sources: [Hugging Face - Blog](<https://devfeed.tech/sources/hugging-face-blog.md>)

Topics: [Embeddings](<https://devfeed.tech/topics/embeddings.md>), [foundation-models](<https://devfeed.tech/topics/foundation-models.md>), [Open Source](<https://devfeed.tech/topics/open-source.md>), [API](<https://devfeed.tech/topics/api.md>), [Fine-tuning](<https://devfeed.tech/topics/fine-tuning.md>), [LLM evaluation / benchmarking](<https://devfeed.tech/topics/llm-evaluation-benchmarking.md>)

Tags: [api](<https://devfeed.tech/tags/api.md>), [benchmarking](<https://devfeed.tech/tags/benchmarking.md>), [data](<https://devfeed.tech/tags/data.md>), [embeddings](<https://devfeed.tech/tags/embeddings.md>), [fine-tuning](<https://devfeed.tech/tags/fine-tuning.md>), [foundation-models](<https://devfeed.tech/tags/foundation-models.md>), [models](<https://devfeed.tech/tags/models.md>), [open-source](<https://devfeed.tech/tags/open-source.md>)

## AI overview

OlmoEarth Studio now supports computing and exporting embedding vectors from open source OlmoEarth foundation models. Users can configure geographic area, time range, encoder, resolution, and imagery sources through the Studio UI or API, then download the results as Cloud-Optimized GeoTIFFs for downstream analysis such as similarity search, segmentation, and exploration.

## Source excerpt

Introducing OlmoEarth embeddings: Custom embedding exports from OlmoEarth Studio for downstream analysis OlmoEarth Studio, our platform for building Earth observation models, now lets you compute and export embedding vectors--compact numerical representations of Earth-observation data produced by our open source OlmoEarth foundation models.