Added support for python-lightning 2.5

[ExtReMLapin]

No description provided.

[ExtReMLapin]

Also moving to lightning 2.5 introduces a bug where we need to start ddp with torchrun

ref #46 (comment)

[tlpss]

regarding the switch to 2.X
For me the discontinued support for argparse was a dealbreaker. I think your current approach does not expose all arguments of the Trainer class? Can you think of ways to handle them all?

I had in mind to switch to Draccus or Hydra for configurations because the current argparser has other limitations as well (including maintainability), but that requires some more work, and I haven't prioritized it so far.

[ExtReMLapin]

My policy is to always stick to the latest possible version of the packages.

Simple example :

Latest GPUs from nvidia requires compute capability 120, which is only available in latest version of triton which requires the latest version of torch.

So if any of the packages you have is not ready to be used with the lastest version because you decided to stick to a 3yo version, you're fucked

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Right before leaving the office 1h ago i also fixed albumentation +2.0 compatibility, took 5 secs