{
 "schema_version": 1,
 "generated": "2026-10-31",
 "repo": "amazon-science/chronos-forecasting",
 "name": "chronos-forecasting",
 "owner": "amazon-science",
 "slug": "amazon-science-chronos-forecasting",
 "github": "https://github.com/amazon-science/chronos-forecasting",
 "what": "Chronos is Amazon Science's family of pretrained time series forecasting models. Chronos-2 forecasts univariate, multivariate and covariate informed tasks zero shot, Chronos-Bolt is a patch based variant the README describes as up to 250 times faster and 20 times more memory efficient than the original Chronos models of the same size, and the original Chronos models tokenize a series and score it with a language model architecture. One pip install gives you the whole family.",
 "why": "6.2k stars, picked up by one AI source we track",
 "language": "",
 "requirements": [
  "Python with pip and `pip install chronos-forecasting`",
  "pandas with pyarrow for the DataFrame examples",
  "A CUDA GPU for the README example, which sets device_map to cuda"
 ],
 "audience_note": "Analysts and engineers who want strong forecasts from a pretrained model instead of fitting one per series.",
 "risk": "none",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Data and analytics",
 "url": "https://dedupedai.com/use-cases/amazon-science-chronos-forecasting/",
 "use_case_count": 3,
 "use_cases": [
  {
   "id": "amazon-science-chronos-forecasting--forecast-with-covariates-using-chronos-2",
   "title": "Forecast a series using the drivers you already know",
   "best": true,
   "url": "https://dedupedai.com/use-cases/amazon-science-chronos-forecasting/forecast-with-covariates-using-chronos-2/",
   "json": "https://dedupedai.com/use-cases/u/amazon-science-chronos-forecasting/forecast-with-covariates-using-chronos-2.json"
  },
  {
   "id": "amazon-science-chronos-forecasting--plot-a-chronos-forecast-against-the-truth",
   "title": "Chart a forecast with its prediction interval",
   "best": false,
   "url": "https://dedupedai.com/use-cases/amazon-science-chronos-forecasting/plot-a-chronos-forecast-against-the-truth/",
   "json": "https://dedupedai.com/use-cases/u/amazon-science-chronos-forecasting/plot-a-chronos-forecast-against-the-truth.json"
  },
  {
   "id": "amazon-science-chronos-forecasting--pick-a-chronos-model-size-for-your-workload",
   "title": "Choose the Chronos model that fits your budget",
   "best": false,
   "url": "https://dedupedai.com/use-cases/amazon-science-chronos-forecasting/pick-a-chronos-model-size-for-your-workload/",
   "json": "https://dedupedai.com/use-cases/u/amazon-science-chronos-forecasting/pick-a-chronos-model-size-for-your-workload.json"
  }
 ],
 "disclaimer": "Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk."
}