> ## Documentation Index
> Fetch the complete documentation index at: https://docs.vessl.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Overview

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**VESSL Cluster** enables seamless scaling of containerized ML workloads from a personal laptop to cloud instances or Kubernetes-backed on-premises clusters.

<Note>
  Take a quick tour of **VESSL Cluster** with the demo below.
</Note>

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While VESSL comes with an out-of-the-box, fully managed AWS, you can also integrate **an unlimited number** of (1) personal Linux machines, (2) on-premises GPU servers, and (3) private clouds. You can then use VESSL as a single point of access to multiple clusters.

**VESSL Clusters** simplifies the end-to-end management of large-scale, organization-wide ML infrastructure from integration to monitoring. These features are available under the **Cluster** tab.

* **Single-command integration** — Set up a hybrid or multi-cloud
  infrastructure with a single command.
* **GPU-accelerated workloads** — Run training, optimization, and inference
  tasks on GPUs in seconds
* **Resource optimization** — Match and scale workloads automatically based on the
  required compute resources
* **Cluster dashboard** — Monitor real-time usage and incident & health status
  of clusters down to each node.
* **Reproducibility** — Record runtime metadata such as hardware and instance
  specifications.

<img style={{ borderRadius: '0.5rem' }} src="https://mintcdn.com/vesslai/p4Iy0AO-LrmBbPuL/images/clusters/overview/2_figure.png?fit=max&auto=format&n=p4Iy0AO-LrmBbPuL&q=85&s=e3273a60c71bc10f8e364a50cc72476e" width="1100" height="578" data-path="images/clusters/overview/2_figure.png" />
