# Pretrained Foundation Models

Run pretrained foundation models on SageMaker — zero-shot inference with no training required.

::::{grid} 2
  :gutter: 3

:::{grid-item-card} Time Series
  :link: foundation-model-timeseries.html

  Forecast with pretrained models like {py:class}`~autogluon.cloud.TimeSeriesFoundationModel` (Chronos-2, Chronos-Bolt).
:::

::::

```{toctree}
:hidden:
:maxdepth: 1

Time Series <foundation-model-timeseries>
```