---
title: Charmhub | Deploy Training Operator using Charmhub - The Open Operator Collection
description: Deploy the latest version of Training Operator on any cloud. Tools for
  distributed or non-distributed training on Kubernetes
url: https://charmhub.io/training-operator
---

# Training Operator

[Kubeflow Charmers](https://charmhub.io/publisher/ckfbot "View all packages from Kubeflow Charmers")

* [Kubeflow Charmers](https://charmhub.io/publisher/ckfbot "View all packages from Kubeflow Charmers")

Platform:

24.04

20.04

1.9/stable 732

```
juju deploy training-operator --channel 1.9/stable
```

[Learn to deploy on juju >](https://juju.is/docs/juju/manage-applications)

---

Share your thoughts on this charm with the community on discourse.

[Join the discussion](https://discourse.charmhub.io/)

`training-operator` is a [Kubernetes charm](https://juju.is/docs/olm/charmed-operator) that’s part of the [Kubeflow bundle](https://charmhub.io/kubeflow).

This charm automates the deployment of Kubeflow’s [Training Operator](https://github.com/kubeflow/training-operator). This makes it easier to perform distributed and non-distributed model training using TensorFlow, PyTorch, and other frameworks.

## Project and community

Training Operator is a member of the Ubuntu family. It’s an open source project that warmly welcomes community projects, contributions, suggestions, fixes and constructive feedback.

* [Code of conduct](https://ubuntu.com/community/ethos/code-of-conduct)
* [Contribute](https://github.com/canonical/training-operator/blob/main/CONTRIBUTING.md)
* [Ubuntu AI](https://ubuntu.com/ai)
* [Discourse](https://discourse.charmhub.io/tag/training-operator)
* [Chat (Mattermost)](https://chat.charmhub.io/charmhub/channels/charmed-mlops)

Thinking about using Training Operator for your next project? [Get in touch!](https://chat.charmhub.io/charmhub/channels/charmed-mlops)

---

[Help improve this document in the forum](https://discourse.charmhub.io/t/training-operator-docs-index/8241) ([guidelines](https://discourse.charmhub.io/t/how-to-write-docs-our-documentation-guidelines-for-contributors/1245)). Last updated 2 years ago.