# Timeweb Cloud GPU: checks before your first deployment

Check Timeweb Cloud GPU format, availability, creation workflow, billing-period wording and supported cloning before a first workload is deployed.

Author: Retrivium team
Updated: 2026-11-01
Canonical URL: https://retrivium.ai/journal/timeweb-gpu-server-first-setup/
Language: en

Timeweb Cloud publishes cloud and dedicated GPU-server options. Before starting, determine which format supplies the required card and how the order is placed. A model in a public list does not prove that it can be allocated immediately in your chosen location.

## Identify the actual resource

The GPU page describes cloud, dedicated and pre-order options. These involve different management and preparation workflows. Put model, available VRAM, CPU, system RAM and disk type in one specification rather than discussing only the accelerator name.

If provision depends on an inquiry, provide the required date and minimum acceptable alternative. Preserve the response for that order. Also check eligibility and current ordering conditions for your organisation and location; a public page is not a statement of universal international access.

## Resolve billing wording before estimating

The server-creation documentation identifies a GPU product line with monthly payment wording. The product landing page also contains a general hourly-charging statement. Do not silently select whichever interpretation makes the estimate more convenient.

| Question | Confirmation for the actual order |
| --- | --- |
| Format | Cloud or dedicated server |
| Accelerator | Exact model and available memory |
| Billing | Service period and charging method |
| Provisioning | Immediate allocation or agreed waiting |
| Changes | Supported configuration operations |
| Exit | Cancellation and data-retention process |

This is a specific difference between published descriptions, not a current price claim. Resolve it for the selected product and retain one agreed order specification.

## Verify access and environment

After provision, confirm administrative access and accelerator visibility. Inspect OS image, driver and project dependencies. For a notebook, use an allowed route and authentication instead of publishing an unrestricted interface.

Record versions and working paths. Write a control file and verify how to export it. Manual package changes belong in a repeatable recipe, otherwise one successful session says little about the next environment.

## Test migration before relying on it

A small image-processing pilot should establish preparation time, valid output and export before the full collection is loaded. The cloning guide specifically directs GPU-server cloning through support, so ordinary VPS operations cannot be assumed to apply identically.

Confirm the supported copy process in advance and allow time to verify its result. Finish with saved outputs, recipe and ownership of retained resources. An unavailable SSH connection does not prove the order or every associated service has ended; use the documented lifecycle for the specific resource.

## Turn the check into a practical next step

The GPU product is confirmed, but the exact order must resolve configuration and billing details. Preserve that agreed specification with the measured pilot result.

For the documented details, consult the [primary documentation](https://timeweb.cloud/services/gpu); [configuration reference](https://timeweb.cloud/docs/cloud-servers/manage-servers/create-server); [additional official reference](https://timeweb.cloud/docs/cloud-servers/manage-servers/cloning). Continue with [cloud gpu hourly monthly break even](/journal/cloud-gpu-hourly-monthly-break-even/) and [cloud gpu region migration plan](/journal/cloud-gpu-region-migration-plan/).