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2 changes: 1 addition & 1 deletion docs/hub/datasets-polars.md
Original file line number Diff line number Diff line change
Expand Up @@ -28,7 +28,7 @@ pl.read_parquet("hf://datasets/roneneldan/TinyStories/data/train-00000-of-00004-

<Tip>

Polars provides two APIs: a lazy API (`scan_parquet`) and an eager API (`read_parquet`). We recommend using the eager API for interactive workloads and the lazy API for performance as it allows for better query optimization. For more information on the topic, check out the [Polars user guide](https://docs.pola.rs/user-guide/concepts/lazy-vs-eager/).
Polars provides two APIs: a lazy API (`scan_parquet`) and an eager API (`read_parquet`). We recommend using the eager API for interactive workloads and the lazy API for performance as it allows for better query optimization. For more information on the topic, check out the [Polars user guide](https://docs.pola.rs/user-guide/concepts/lazy-api/#when-to-use-which).

</Tip>

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