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OlmoEarth v1.3 has been released, including the OlmoEarth v1.3 Base model, global precomputed embeddings, the OlmoEarth Embeddings Explorer, and a technical report. According to Hugging Face, this version generates 128-dimensional embedding vectors for every 10-meter pixel worldwide, with the first 64 dimensions usable on their own, and it has made the global embeddings openly available to the community on Source Cooperative. In 27 evaluations covering six continents, the 128-dimensional version scored highest on 20, and the 64-dimensional version led on 18; training compute was 53% of v1.2 and 18% of v1. Model weights, pretraining data, and code are all open source, and a final run to pretrain the Base version costs approximately $2,720 in H100 rental. There are currently no subsequent development facts.
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OlmoEarth v1.3: State-of-the-Art Embeddings for the GlobeDevelopments
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Oct 23
Hugging FaceFirst-party
OlmoEarth v1.3: State-of-the-Art Embeddings for the Globe
OlmoEarth v1.3 generates 128-dimensional embeddings for every 10-meter pixel worldwide, with the first 64 dimensions usable on their own, and has released the global embeddings to the community on Source Cooperative. Across 27 evaluations spanning six continents, the 128-dimensional version scored highest on 20, and the 64-dimensional version led on 18, while using only 53% of the training compute of v1.2 and 18% of v1. Model weights, pretraining data, and code are all open source, and a final run of the pretrained Base version costs roughly $2,720 in H100 rental.