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The model checkpoint file currently contains no information about whether it is the final version. As such, when loading the model from a checkpoint and hot reloading is enabled, the first iteration of hot reloading will overwrite the model checkpoint if overwriting is configured.
It would be nice if the overwriting was smarter:
If there existed no model checkpoint at startup, overwriting should be enabled for every iteration of hot reloading.
If there existed a model that was not final, overwriting should be enabled for every iteration of hot reloading.
If there existed a model that was final, either hot reloading should not run at all, or it should only overwrite the model checkpoint file on the last iteration.
The text was updated successfully, but these errors were encountered:
The model checkpoint file currently contains no information about whether it is the final version. As such, when loading the model from a checkpoint and hot reloading is enabled, the first iteration of hot reloading will overwrite the model checkpoint if overwriting is configured.
It would be nice if the overwriting was smarter:
The text was updated successfully, but these errors were encountered: