Chronos
A time series foundation model proposed by Amazon, belonging to a family of pretrained models and usable for zero-shot time series forecasting.
Timeline (last 90 days)
Amazon's Chronos discretizes continuous numeric series into tokens by quantile binning, then reuses the language model's Transformer architecture for forecasting.
Time-Series Foundation Models are general-purpose forecasting models pretrained on large-scale, multi-domain time-series data with cross-task generalization capabilities, with representative works including TimesFM, Chronos, and Moirai.
Representative time-series foundation models include Google's TimesFM, Amazon's Chronos, and Salesforce's Moirai.
All Facts (3)
Amazon's Chronos discretizes continuous numeric series into tokens by quantile binning, then reuses the language model's Transformer architecture for forecasting.
50%UnverifiedTime-Series Foundation Models are general-purpose forecasting models pretrained on large-scale, multi-domain time-series data with cross-task generalization capabilities, with representative works including TimesFM, Chronos, and Moirai.
50%UnverifiedRepresentative time-series foundation models include Google's TimesFM, Amazon's Chronos, and Salesforce's Moirai.
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