lighting checkpointing

[Mr-Blue-Sky-Candy]

🚀 Feature

Explain the advantage over or usecase difference from lightning checkpointing.

Motivation

I don't understand why or when I should use LitModels instead of lightning default checkpointing.

[github-actions]

Hi! thanks for your contribution!, great first issue!

[tchaton]

Hey @Mr-Blue-Sky-Candy. Great question. litmodels enable for your to persist your checkpoints on Lightning.AI Platform.

You can work more effectively with your team, share a checkpoint. There is no risk to lose data anymore.

Furthremore, you can publish a model checkpoint to the community with its model cards, etc...