# Quantile prediction

Chronos-Bolt is a series of pre-trained time series forecasting models that support zero-shot prediction, based on the T5 encoder-decoder architecture, trained on nearly 100 billion time series observations.

Chronos-Bolt is a series of pretrained time series foundation models based on the T5 architecture, achieving efficient time series forecasting through innovative chunk encoding and direct multi-step prediction