microsoft / microsoft/aurora

0.1 deg Aurora Fine-tuned pretrained model incompatibility with provided weights

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Dominant language
Python
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Description

There seems to be some incompatibility issue when trying to run the 0.1 deg Aurora fine-tuned pretrained model. The error seems to indicate some mismatch between the downloaded weight and the what the model actually expects. However, this issue does not happen with the 0.25 deg Fine-tuned model and its corresponding downloadable weights.

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First steps

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  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by reproducing the 0.1 degree Aurora fine-tuned pretrained model with its provided downloadable weights and capture the reported mismatch. Compare that loading path with the working 0.25 degree model and weights; done means the 0.1 degree model accepts its corresponding weights and runs successfully.

Written by the indexing model from the issue text.

Assessment

Tech stack
python
Domain
machine-learning
Issue type
Bug
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
35/100

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