Training and fine-tuning code & tips
#8
by
GianlucaMercuria
- opened
Hi ECMWF team,
First, thanks for releasing AIFS-ENS v1.0 and the excellent documentation.
I’d like to fine-tune AIFS-ENS v1.0. Could you please confirm the recommended path using Anemoi Training?
Is Anemoi Training the intended framework for fine-tuning AIFS-ENS v1.0 (CRPS-trained ensemble)?
Is there a notebook example or reference config available to start a fine-tuning run?
Thanks a lot!
Hi,
At the moment we are not releasing our training checkpoints, and thus do not recommend or support finetuning the AIFS models.
If you wished to retrain the AIFS-ENS, yes using anemoi-training is the approach, there we provide default configs for an ensemble model.
hcookie129
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