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[FEATURE] Comparaison to LitData #2946

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tchaton opened this issue Sep 11, 2024 · 2 comments
Open

[FEATURE] Comparaison to LitData #2946

tchaton opened this issue Sep 11, 2024 · 2 comments
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enhancement New feature or request

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@tchaton
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tchaton commented Sep 11, 2024

Description

Hey there,

I just discovered Deeplake and found it to be an amazing library. I wondered if you would be interested to compare with LitData: https://github.com/Lightning-AI/litdata

Use Cases

Better understanding of market performance.

@tchaton tchaton added the enhancement New feature or request label Sep 11, 2024
@istranical
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Hi @tchaton you raise a great point! A research group at Yale benchmarked Deep Lake against other dataloaders including FFCV last year, and our implementation has improver further.

We are currently working on DeepLake V4 which includes major changes, and we'll make sure to update benchmarks against other dataloaders, including FFCV.

@tchaton
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tchaton commented Sep 12, 2024

Thanks @istranical, I copied the wrong link, I meant Litdata: https://github.com/Lightning-AI/litdata

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