[Python] Best data format for large dataset deep learning in 2024? [closed]

I've done research in 2023 and since I was familiar with tensorflow TFrecords seemed like a best way to go. Now I am back in 2024 I am wondering if there has been new and better alternatives. What do you all use when working with very large dataset and when you have limited memory capacity.

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