autogluon/chronos-2

When to Use

Use Chronos-2 when you need a time-series forecasting model that is documented for AutoGluon TimeSeriesPredictor workflows. Use it for zero-shot forecasting workflows or experiments involving covariates fine-tuning LoRA defaults or the chronos2_ensemble preset as described in the AutoGluon documentation. Use the official GitHub repository when you need installation and Chronos2Pipeline inference examples.

Getting Started

1. Open the AutoGluon Chronos-2 forecasting documentation and review the TimeSeriesPredictor examples.
2. Install from the official amazon-science/chronos-forecasting repository instructions
3. which include pip installation guidance.
4. Try the documented Chronos2Pipeline inference usage or the AutoGluon TimeSeriesPredictor workflow on a small time-series dataset.
5. Compare the Hugging Face model page for autogluon/chronos-2 with the repository model IDs such as amazon/chronos-2 before standardizing a deployment reference.