Feat/support checkpoint from model registry#186
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dnerini
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Jun 18, 2026
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nice work, thank you! I tested it (see new config) and worked out nicely :)
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Support MLflow model registry URLs as checkpoint references, in addition to run-based URLs.
Previously supported (run-based):
checkpoint: https://service.meteoswiss.ch/mlstore#/experiments/42/runs/abc123...
Now also supported (model registry):
checkpoint: https://service.meteoswiss.ch/mlstore#/models/sruc-m-1-forecaster/versions/4
Additional notes
If the model version is not provided, e.g.
checkpoint: https://service.meteoswiss.ch/mlstore#/models/sruc-m-1-forecaster
the latest model version is used.
Moreover, when the checkpoint references a model in the model registry, the artifacts (i.e. inference-last.ckpt) is downloaded locally instead of being read from a local path.