Chronos⚡️ (read: Chronos-Bolt) is a family of pretrained time series forecasting models which can be used for zero-shot forecasting. Chronos⚡️ models are based on the
T5 architecture
and are available in the following sizes.
Chronos⚡️ models will be available in the next stable release of AutoGluon, so the following instructions will only work once AutoGluon 1.2 has been released.
A minimal example showing how to perform zero-shot inference using Chronos⚡️ with AutoGluon:
If you find Chronos or Chronos⚡️ models useful for your research, please consider citing the associated
paper
:
@article{ansari2024chronos,
author = {Ansari, Abdul Fatir and Stella, Lorenzo and Turkmen, Caner and Zhang, Xiyuan, and Mercado, Pedro and Shen, Huibin and Shchur, Oleksandr and Rangapuram, Syama Syndar and Pineda Arango, Sebastian and Kapoor, Shubham and Zschiegner, Jasper and Maddix, Danielle C. and Mahoney, Michael W. and Torkkola, Kari and Gordon Wilson, Andrew and Bohlke-Schneider, Michael and Wang, Yuyang},
title = {Chronos: Learning the Language of Time Series},
journal = {arXiv preprint arXiv:2403.07815},
year = {2024}
}
License
This project is licensed under the Apache-2.0 License.
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More Information About chronos-bolt-mini huggingface.co Model
chronos-bolt-mini huggingface.co is an AI model on huggingface.co that provides chronos-bolt-mini's model effect (), which can be used instantly with this autogluon chronos-bolt-mini model. huggingface.co supports a free trial of the chronos-bolt-mini model, and also provides paid use of the chronos-bolt-mini. Support call chronos-bolt-mini model through api, including Node.js, Python, http.
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autogluon chronos-bolt-mini online free url in huggingface.co:
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