autogluon / chronos-bolt-tiny

huggingface.co
Total runs: 1.8M
24-hour runs: 5.3K
7-day runs: -399.9K
30-day runs: -1.3M
Model's Last Updated: October 30 2025
time-series-forecasting

Introduction of chronos-bolt-tiny

Model Details of chronos-bolt-tiny

Chronos⚡️-Tiny

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.

Usage

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:

pip install autogluon
from autogluon.timeseries import TimeSeriesPredictor, TimeSeriesDataFrame

df = TimeSeriesDataFrame("https://autogluon.s3.amazonaws.com/datasets/timeseries/m4_hourly/train.csv")

predictor = TimeSeriesPredictor(prediction_length=48).fit(
    df,
    hyperparameters={
        "Chronos": {"model_path": "autogluon/chronos-bolt-tiny"},
    },
)

predictions = predictor.predict(df)
Citation

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.

Runs of autogluon chronos-bolt-tiny on huggingface.co

1.8M
Total runs
5.3K
24-hour runs
-104.6K
3-day runs
-399.9K
7-day runs
-1.3M
30-day runs

More Information About chronos-bolt-tiny huggingface.co Model

More chronos-bolt-tiny license Visit here:

https://choosealicense.com/licenses/apache-2.0

chronos-bolt-tiny huggingface.co

chronos-bolt-tiny huggingface.co is an AI model on huggingface.co that provides chronos-bolt-tiny's model effect (), which can be used instantly with this autogluon chronos-bolt-tiny model. huggingface.co supports a free trial of the chronos-bolt-tiny model, and also provides paid use of the chronos-bolt-tiny. Support call chronos-bolt-tiny model through api, including Node.js, Python, http.

chronos-bolt-tiny huggingface.co Url

https://huggingface.co/autogluon/chronos-bolt-tiny

autogluon chronos-bolt-tiny online free

chronos-bolt-tiny huggingface.co is an online trial and call api platform, which integrates chronos-bolt-tiny's modeling effects, including api services, and provides a free online trial of chronos-bolt-tiny, you can try chronos-bolt-tiny online for free by clicking the link below.

autogluon chronos-bolt-tiny online free url in huggingface.co:

https://huggingface.co/autogluon/chronos-bolt-tiny

chronos-bolt-tiny install

chronos-bolt-tiny is an open source model from GitHub that offers a free installation service, and any user can find chronos-bolt-tiny on GitHub to install. At the same time, huggingface.co provides the effect of chronos-bolt-tiny install, users can directly use chronos-bolt-tiny installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

chronos-bolt-tiny install url in huggingface.co:

https://huggingface.co/autogluon/chronos-bolt-tiny

Url of chronos-bolt-tiny

chronos-bolt-tiny huggingface.co Url

Provider of chronos-bolt-tiny huggingface.co

autogluon
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Total runs: 7.0M
Run Growth: -1.7M
Growth Rate: -24.30%
Updated:November 25 2025