How do I keep only the last checkpoint artifact in wandb? I am using lightning’s ModelCheckpoint to periodically save my checkpoint artifact to wandb. However, these artifacts are really large. If I keep multiple checkpoint artifact versions on wandb, they get big really quickly. However, I can’t …

How to keep only last checkpoint artifact?

turian September 10, 2022, 9:12am 6

Hi @_scott thanks for the code. As I mentioned here, this doesn’t appear to delete the artifacts any more, even with dry run disabled.

Topic		Replies	Views
Easiest way to load the best model checkpoint after training w/ pytorch lightning W&B Help pytorch	4	5184	January 6, 2023
PyTorch Lightning WandbLogger how to save top K checkpoints + last checkpoint to GCS? W&B Help wandb , pytorch	5	1568	February 10, 2024
Store trained models without wandb as artifacts W&B Help artifacts , wandb	4	701	September 12, 2022
Trying to access model checkpoint raises wandb.errors.CommError W&B Help artifacts , wandb	6	643	May 17, 2024
Downloading an artifact deletes the summary of the last run in the sweep W&B Help	7	476	February 17, 2024