Task
Time Series Forecasting
G
Salesforce/GiftEvalPretrain
Time Series Forecasting · Salesforce· 219.2K
apache-2.0
908 GB
task_categories:time-series-forecastinglicense:apache-2.0size_categories:1M<n<10Mmodality:timeseriesarxiv:2410.10393
Pretraining dataset aligned with GIFT-Eval that has 71 univariate and 17 multivariate datasets, spanning seven domains and 13 frequencies, totaling 4.5 million time series and 230 billion data points. Notably this collection of data has no leakage issue with the train/test split and can be used to pretrain foundation models that can be fairly evaluated on GIFT-Eval.
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Dataset details
License
apache-2.0
Size
908 GB
Creator
Salesforce
Downloads
219.2K
Source
huggingface_datasets
Updated
2025-01-21
About Salesforce/GiftEvalPretrain
Pretraining dataset aligned with GIFT-Eval that has 71 univariate and 17 multivariate datasets, spanning seven domains and 13 frequencies, totaling 4.5 million time series and 230 billion data points. Notably this collection of data has no leakage issue with the train/test split and can be used to pretrain foundation models that can be fairly evaluated on GIFT-Eval.