diff --git a/site/content/en/docs/getting_started/overview.md b/site/content/en/docs/getting_started/overview.md
index 81d6cae45b82..16052001d809 100644
--- a/site/content/en/docs/getting_started/overview.md
+++ b/site/content/en/docs/getting_started/overview.md
@@ -170,7 +170,6 @@ product support or are an integral part of our ecosystem.
| ----------------------------------------------------------------------------------- | --------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| [**Human Protocol**](https://hmt.ai) | Cloud and Self-hosted | Incorporates CVAT to augment annotation services within the Human Protocol framework, enhancing its capabilities in data labeling. |
| [**FiftyOne**](https://fiftyone.ai) | Cloud and Self-hosted | An open-source tool for dataset management and model analysis in computer vision, FiftyOne is [closely integrated](https://voxel51.com/docs/fiftyone/integrations/cvat.html) with CVAT to enhance annotation capabilities and label refinement. |
-| [**Toloka**](https://toloka.ai) | Cloud | Utilizes CVAT for crowdsourced data labeling and annotation services, enriching Toloka's diverse task handling capabilities. For more information, see [**Integration with Toloka**](/docs/integration/toloka/). |
| [**Hugging Face**](https://huggingface.co/) & [**Roboflow**](https://roboflow.com/) | Cloud | In CVAT Cloud, models from Hugging Face and Roboflow can be added to enhance computer vision tasks. For more information, see [**Integration with Hugging Face and Roboflow**](https://www.cvat.ai/post/integrating-hugging-face-and-roboflow-models) |
diff --git a/site/content/en/docs/integration/toloka.md b/site/content/en/docs/integration/toloka.md
deleted file mode 100644
index d681eada2d53..000000000000
--- a/site/content/en/docs/integration/toloka.md
+++ /dev/null
@@ -1,288 +0,0 @@
----
-title: 'Toloka'
-linkTitle: 'Toloka'
-weight: 2
----
-
-To have your dataset annotated through Toloka, simply establish
-a project in CVAT set the pricing, and let Toloka annotators
-take care of the annotations for you.
-
-> **Note:** Integration with Toloka.ai is available in **beta** version.
-
-See:
-
-- [Glossary](#glossary)
-- [Preconditions](#preconditions)
-- [Creating Toloka project](#creating-toloka-project)
-- [Adding tasks and jobs to the Toloka project](#adding-tasks-and-jobs-to-the-toloka-project)
-- [Adding instructions for annotators to the Toloka project](#adding-instructions-for-annotators-to-the-toloka-project)
-- [Toloka pool setup](#toloka-pool-setup)
-- [Changing Toloka pool](#changing-toloka-pool)
-- [Reviewing annotated jobs](#reviewing-annotated-jobs)
- - [Accepting job](#accepting-job)
- - [Rejecting job](#rejecting-job)
-- [Moving Toloka pool to archive](#moving-toloka-pool-to-archive)
-- [Moving Toloka project to archive](#moving-toloka-project-to-archive)
-- [Resource sync between CVAT and Toloka](#resource-sync-between-cvat-and-toloka)
- - [Acceptance/Rejection synchronization](#acceptancerejection-synchronization)
-
-## Glossary
-
-This page contains several terms used to describe interactions between systems and actors.
-Refer to the table below for clarity on how we define and use them.
-
-
-
-| Term | Explanation |
-| --------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
-| Toloka | Toloka is a crowdsourcing platform that allows users to assign tasks to a broad group of participants, often termed "crowd workers". In the context of this article, when we mention Toloka, we are specifically referring to one of its UI interfaces. |
-| CVAT | CVAT is a tool designed for annotating video and image data for computer vision tasks. In this article's context, when we reference CVAT, we mean one of its UI interfaces. |
-| Requester | An individual who establishes an annotation project within CVAT determines the price, creates tasks and jobs within the project, and then releases it on Toloka. |
-| Toloker | A person who annotates the Requester's dataset. |
-
-
-
-## Preconditions
-
-Actor: Requester.
-
-Requester must have a [CVAT account](/docs/manual/basics/registration/)
-and [Toloka Requester account](https://platform.toloka.ai/auth?role=REQUESTER&retpath=%2Fsignup%2Frequester).
-
-To get access to the feature in CVAT, send request to [CVAT Support](mailto:support@cvat.ai)
-
-## Creating Toloka project
-
-The requester can set up a project within CVAT and subsequently
-connect it to Toloka, making it accessible for annotations by Tolokers.
-
-To initiate your Toloka project, proceed with the following steps:
-
-1. [Log in to CVAT](/docs/manual/basics/registration/#account-access)
- and [initiate a new Project](/docs/manual/advanced/projects/).
-
Here you can can setup user guide which will be shown on Toloka platform,
- see [Adding instructions for annotators to the Toloka project](#adding-instructions-for-annotators-to-the-toloka-project).
-2. Navigate to the project page and select **Actions** > **Setup crowdsourcing project**.
-
- 
-
-3. Fill in the following fields in the **Setup crowdsourcing project** form:
-
- 
-
- - **Provider**: Choose Toloka as your provider.
- - **Environment**: Select either **Sandbox** for a testing environment or **Production** for a live environment.
- - **API key**: Enter the [Requester API key](https://toloka.ai/docs/toloka-kit/registration/).
- - **Project description** (Optional): Provide a brief description of your project.
-
-4. Click **Submit**.
- A pop-up indicating **Toloka Project Created** will appear, along with the **Update project** form.
-
- 
-
- -  will take you to the published project in Toloka.
- -  will take you back to the project in CVAT.
-
-In CVAT, all projects related to Toloka will be labeled as **Toloka**.
-
-
-
-The status indicator changes based on the
-state of the project:
-
-- Green - active
-- Dark grey - archived
-
-
-## Adding tasks and jobs to the Toloka project
-
-To add tasks to the Toloka project,
-see [**Create annotation task**](/docs/manual/basics/create_an_annotation_task/#create-a-task).
-
-On step 2 of the **Create annotation task** procedure,
-from the drop-down list, select your Toloka project.
-
-
-
-## Adding instructions for annotators to the Toloka project
-
-To add instructions for annotators to the Toloka project,
-see [**Adding specification to Project**](/docs/manual/advanced/specification/#adding-specification-to-project)
-documentation or [**Adding instructions**](https://www.youtube.com/embed/hAN9UGRvwOk)
-video tutorial.
-
-## Toloka pool setup
-
-After creating a task and its associated jobs in
-CVAT, you'll need to configure a Toloka pool,
-specifying all task requirements and setting the price for task completion.
-
-To set up the Toloka pool, do the following:
-
-1. Open Toloka task, go to **Actions** > **Setup Toloka pool**.
-
- 
-
-2. In the **Create crowdsourcing task** form, fill in the following fields:
-
- 
-
- - **Price per job**: Specify the payment amount for completing
- one job within the project.
- - **Use project description**: Switch this toggle if you want
- to use the overarching project description for individual tasks.
- - **Description**: Provide details about the pool.
- This field is visible only when the **Use project description** toggle is off.
- - **Sensible content**: Switch this toggle if your dataset
- contains images intended for an adult audience.
- - **Accept solutions automatically**: Enable this if you
- wish for completed jobs to be automatically accepted.
- - **Close pool after completion, sec**: The interval during which the pool will
- remain open from the moment all tasks are completed.
- Minimum — 0, maximum — 259200 seconds (three days).
- - **Time per task suite, sec**: Enter the time limit, in seconds, within which each job must be completed.
- The Toloker will see the deadline in the task information on the main Toloka page
- and also in CVAT interface. Uncompleted tasks are redistributed to other Tolokers.
- - **Days for manual review by requester**: Specify the Review period in days —
- the number of days for the review (from 1 to 21 days from the task completion date).
- The Toloker will see the deadline in the task information on the main Toloka page.
- - **Audience**: Add rules to make jobs available only to Tolokers who meet certain criteria.
- For example, you might require Tolokers to be proficient in English and have higher education.
- These rules operate based on filter principles. For more information,
- see [Toloks Filters](https://toloka.ai/docs/guide/filters/#:~:text=You%20can%20use%20filters%20to,faster%20and%20spend%20less%20money.)
- documentation, [CVAT Filters](/docs/manual/advanced/filter/) documentation
- or [CVAT Filters](https://www.youtube.com/watch?v=lj6KLIFn24A) video tutorial.
- - 
-
-3. Click **Submit**. You will see the **Toloka task was created** pop-up and the **Update pool** form.
-
- 
-
- -  opens pool in Toloka.
- -  opens task in CVAT.
-
-4. Open the CVAT task that was published to Toloka, go to **Actions** > **Start Toloka pool**.
-
Project, that you created will now be visible to Tolokers.
-
- 
-
-
-Pools status indicator has the following states:
-
-- Green - open for annotating
-- Light gray - closed
-- Dark grey - archived
-
-
-## Changing Toloka pool
-
-To change started Toloka pool, you need to stop it first.
-
-1. Open Toloka task, **Actions** > **Stop Toloka pool**.
-2. Implement changes.
-3. Open Toloka task, go to **Actions** > **Start Toloka pool**.
-
-## Reviewing annotated jobs
-
-In case the pool you've created are not in the **Accept solutions automatically**
-mode, you will need to manually review and accept them
-within time limits that were defined in the Toloka pool settings.
-
-To approve or reject the job, use the **Accept** and **Reject** buttons.
-
-
-
-### Accepting job
-
-To accept the annotated job, do the following:
-
-1. Go to the Toloka task and open the job.
-2. Review the result of annotation and in case all is fine, on the top menu,
- click **Accept**.
-3. Optionally, you may add comment.
-
- 
-
-4. Click **OK**.
-
-### Rejecting job
-
-> Note, that Toloker can open dispute and appeal the rejected
-> job on the Toloka platform.
-
-To reject the annotated job, do the following:
-
-1. Go to the Toloka task and open the job.
-
On the top menu, you will see **Accept** and **Reject** buttons.
- 
-
-2. Review the result of the annotation and in case something is wrong,
- on the top menu, click **Reject**.
-3. Add comment why this work was rejected
-
- 
-
-4. Click **OK**.
-
-After you reject the job, the menu bar will change and only the **Accept**
-button will be active.
-
-Rejected job can be accepted later.
-
-## Moving Toloka pool to archive
-
-After annotation is complete, you can move
-the Toloka pools to archive without
-archiving the whole Project.
-
-> **Note**, that to archive pool, all jobs within task
-> must be in the Complete state.
-
-> **Note**, that pool must accepted and
-> without active assignments on the Toloka
-> side.
-
-> Keep in mind, that if you
-> **Rejected** the job, it will not become
-> unassigned immediately, to give
-> Toloker time to open a dispute.
-
-To archive complete jobs, do the following:
-
-1. Open Toloka task, and go to **Actions**.
-2. (Optional) If the task is ongoing, select **Stop Toloka pool**.
-3. Select **Archive Toloka pool**
-4. In the pop-up click **OK**.
-
-## Moving Toloka project to archive
-
-After annotation is completed, you can move the Toloka project to the archive.
-
-> Note that all jobs must be complete.
-> Tasks must not have active assignments or assignments that are being disputed.
-> All project pools must be closed/archived.
-
-1. Open Toloka project, go to **Actions** > **Archive Toloka project**.
-
- 
-
-2. In the pop-up, click **Yes**.
-
-## Resource sync between CVAT and Toloka
-
-There are two types of synchronization between CVAT and Toloka:
-
-- **Explicit synchronization**: Triggered manually by the requester
- by clicking the **Sync Toloka project**/**Sync Toloka pool** button within the CVAT interface.
-- **Implicit Synchronization**: Occurs automatically at predetermined intervals.
- Resources that have been requested by users will be synchronized
- without any manual intervention.
-
-### Acceptance/Rejection synchronization
-
-In addition to project and pool synchronization, it is essential to synchronize
-the status of assignments. If a requester accepts or rejects an assignment
-through Toloka's client interface, this action automatically
-synchronizes with CVAT to ensure that the data remains
-current and consistent across both platforms.