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Save cached latents as caching progresses #38

@SrGonao

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@SrGonao

This is a complicated change. At the moment, we are holding all feature activations in RAM while caching, which becomes problematic when dealing with millions of tokens.
I thing the way we want to do this is to use something like huggingface datasets.

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