Microsoft
Deep learning foundation models are revolutionizing many facets of science by leveraging vast amounts of data to learn general-purpose representations that can be adapted to tackle diverse downstream tasks.
Running this yourself: can likely run on your own machine.
In under a minute, Aurora produces 5-day global air pollution predictions and 10-day high-resolution weather forecasts that outperform state-of-the-art classical simulation tools and the best specialized deep learning models.
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16.6
Quality Score
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Arena ELO
1B
Parameters
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Context
This measures the amount of verifiable public evidence we have, not how capable the model is. A missing field means it has not been verified yet, not that its value is zero.
15 of 22 public signals
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0
Downloads
62
Likes
Aug 2024
Released
3/5 signals
2/4 signals
3/5 signals
3/4 signals
4/4 signals
Parameters
1B
Training compute
4.5e21 FLOP
Dataset scale
Not reported
Base model
Not reported
Source-reported access: Unreleased · Confident confidence
Gaps we are still tracking