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README.md

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 # Unified Time Series Dataset (UTSD)
 
+## Updates
+
+:triangular_flag_on_post: **News** (2024.10) We release the numpy format of [UTSD](https://huggingface.co/datasets/thuml/UTSD). An easier and more efficient dataloader can be found [here](https://github.com/thuml/OpenLTM/blob/main/data_provider/data_loader.py#L503).
+
 ## Introduction
 
 We curate **Unified Time Series Dataset (UTSD)** that includes **7 domains** with up to **1 billion time points** with hierarchical **four volumes** to facilitate research of large models and pre-training in the field of time series.