[**SkyPilot**](https://github.com/skypilot-org/skypilot) is an open-source framework for seamlessly running machine learning on any cloud. With a simple CLI, users can easily launch many clusters and jobs, while substantially lowering their cloud bills. Currently, [Lambda Labs](https://skypilot.readthedocs.io/en/latest/getting-started/installation.html#lambda-cloud) (low-cost GPU cloud), [AWS](https://skypilot.readthedocs.io/en/latest/getting-started/installation.html#aws), [GCP](https://skypilot.readthedocs.io/en/latest/getting-started/installation.html#gcp), and [Azure](https://skypilot.readthedocs.io/en/latest/getting-started/installation.html#azure) are supported. See [docs](https://skypilot.readthedocs.io/en/latest/) to learn more.
## Steps
1. Install SkyPilot and [check that cloud credentials exist](https://skypilot.readthedocs.io/en/latest/getting-started/installation.html#cloud-account-setup):
```bash
pip install "skypilot[aws,gcp,azure,lambda]" # pick your clouds
sky check
```
<imgsrc="https://i.imgur.com/7BUci5n.png"width="485"alt="`sky check` output showing enabled clouds for SkyPilot"/>