Chronos-t5-large is a large time series foundation model developed by Amazon. It uses a T5-based architecture pretrained on massive amounts of time series data to enable zero-shot forecasting. The model outputs probabilistic predictions with quantiles and can be used via the dedicated Chronos Python library or standard Hugging Face interfaces.
In the Data science & ML workbench space, Chronos T5 Large takes a focused approach. It focuses on performing accurate zero-shot and few-shot forecasting on diverse time series data without task-specific training. Chronos T5 Large is an open-source project aimed at data scientists. The project is open source (Apache-2.0). The product ships for the web, the command line, and API.
Behind Chronos T5 Large is Amazon, based in the United States, and the product first shipped in 2024. The project is developed in the open on GitHub with 5.6k stars and 11 commits in the last 90 days. Among its 4 catalogued features are Time Series Forecasting, Probabilistic Prediction, and Zero-Shot Forecasting.
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