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

# Quickstart: Deploy in UI

> Dedicated endpoints can be deployed and managed through the Token Factory UI, with API workflows also available for automation.

You can create a dedicated endpoint from either of these UI locations:

* Explore page: [https://tokenfactory.nebius.com/](https://tokenfactory.nebius.com/)
* Inference → Model Endpoints: [https://tokenfactory.nebius.com/endpoints](https://tokenfactory.nebius.com/endpoints)

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1. Explore page [https://tokenfactory.nebius.com/](https://tokenfactory.nebius.com/)
2. Inference/Model Endpoints [https://tokenfactory.nebius.com/endpoints](https://tokenfactory.nebius.com/endpoints)

From there, select a supported model template and complete the deployment configuration, including region, GPU configuration, and autoscaling settings.

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## Walkthrough on UI deployment

<iframe src="https://www.youtube.com/embed/5NsvfFjShaY" title="YouTube video player" frameborder="0" className="w-full aspect-video rounded-xl" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen />

<Note>
  **Prefere automation?**\
  For API-based deployment, see [Deploy in API ](/ai-models-inference/dedicated-endpoints/deploy-api)section
</Note>

## Using endpoint

Go to **Inference → Model Endpoints** and open your private endpoint card.

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There, you can view key deployment details, including:

* Endpoint ID
* Routing key
* Model
* GPUs per replica
* Minimum and maximum replicas
* Deployment status
* Ready-to-use code snippets

To update configuration, click **Edit Endpoint**.

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To check observability metrics you can either:

1. Open dedicated endpoints model card and click Observability button below
2. Go to observability section and set filters to your enpoint: [https://tokenfactory.nebius.com/observability](https://tokenfactory.nebius.com/observability?monitoring_model=all\&monitoring_cloud_account_id=all\&monitoring_region=all)

Read more at [Observability section](/ai-models-inference/observability)

## Walkthrough on Operating Dedicated Endpoints

See **Walkthrough on Operating Dedicated Endpoints** for deployment management, scaling, and operational best practices

<iframe src="https://www.youtube.com/embed/4RlTHxu-CXo" title="YouTube video player" frameborder="0" className="w-full aspect-video rounded-xl" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen />