publish updates from main

content/manuals/admin/organization/insights.md

@@ -34,11 +34,12 @@ To access Insights, you must contact your Customer Success Manager to have the
 feature enabled. Once the feature is enabled, access Insights using the following
 steps:
 
-1. Go to the [Admin Console](https://app.docker.com/admin/) and sign in to an
-   account that is an organization owner.
-2. Select your company on the **Choose profile** page.
-3. Select **Insights**.
-4. On the **Insights** page, select the period of time for the data.
+1. Open [Docker Home](https://app.docker.com/) and select your organization
+on the **Choose profile** page.
+1. Select **Admin Console** in the left-hand navigation menu.
+1. Select **Desktop insights**.
+1. Choose a timeframe for your insights data: **1 Week**, **1 Month**, or
+**3 Months**.
 
 > [!NOTE]
 >
@@ -63,7 +64,7 @@ organization, providing insights into how many users are actively using Docker
 Desktop. Note that users who opt out of analytics aren't included in the active
 counts.
 
-The chart contains the following data.
+The chart contains the following data:
 
 | Data | Description |
 |:-----------------------------|:------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
@@ -79,7 +80,7 @@ Monitor development efficiency and the time your team invests in builds with
 this chart. It provides a clear view of the build activity, helping you identify
 patterns, optimize build times, and enhance overall development productivity.
 
-The chart contains the following data.
+The chart contains the following data:
 
 | Data                   | Description                                                                                                                                                                                                                                                                                                                                                                                                                                                                          |
 |:-----------------------|:-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
@@ -94,7 +95,7 @@ View the total and average number of containers run by users with this chart. It
 lets you gauge container usage across your organization, helping you understand
 usage trends and manage resources effectively.
 
-The chart contains the following data.
+The chart contains the following data:
 
 | Data                                   | Description                                                                                                                                                                |
 |:---------------------------------------|:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
@@ -109,7 +110,7 @@ workflows and ensure compatibility. It provides valuable insights into how
 Docker Desktop is being utilized, enabling you to streamline processes and
 improve efficiency.
 
-The chart contains the following data.
+The chart contains the following data:
 
 | Data                              | Description                                                                                                                                                                                                                                                                       |
 |:----------------------------------|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
@@ -126,10 +127,11 @@ usage, ensuring that the most critical resources are readily available and
 efficiently used.
 
 > [!NOTE]
+>
 > Data for images is only for Docker Hub. Data for third-party
 > registries and mirrors aren't included.
 
-The chart contains the following data.
+The chart contains the following data:
 
 | Data                 | Description                                                                                                     |
 |:---------------------|:----------------------------------------------------------------------------------------------------------------|
@@ -143,41 +145,75 @@ Monitor extension installation activity with this chart. It provides visibility
 into the Docker Desktop extensions your team are using, letting you track
 adoption and identify popular tools that enhance productivity.
 
-The chart contains the following data.
+The chart contains the following data:
 
 | Data                                           | Description                                                                                                                                      |
 |:-----------------------------------------------|:-------------------------------------------------------------------------------------------------------------------------------------------------|
 | Percentage of org with extensions installed    | The percentage of users in your organization with at least one Docker Desktop extension installed.                                               |
 | Top 5 extensions installed in the organization | A list of the top 5 Docker Desktop extensions installed by users in your organization and the number of users who have installed each extension. |
 
+## Export Docker Desktop user data
+
+You can export Docker Desktop user data as a CSV file:
+
+1. Open [Docker Home](https://app.docker.com) and select your organization
+on the **Choose profile** page.
+1. Select **Admin Console** in the left-hand navigation menu.
+1. Select **Desktop insights**.
+1. Choose a timeframe for your insights data: **1 Week**, **1 Month**, or
+**3 Months**.
+1. Select **Export** and choose **Docker Desktop users** from the drop-down.
+
+Your export will automatically download. Open the file to view
+the export data.
+
+### Understanding export data
+
+A Docker Desktop user export file contains the following data points:
+
+- Name: User's name
+- Username: User's Docker ID
+- Email: User's email address associated with their Docker ID
+- Type: User type
+- Role: User [role](/manuals/security/for-admins/roles-and-permissions.md)
+- Teams: Team(s) within your organization the user is a
+member of
+- Date Joined: The date the user joined your organization
+- Last Logged-In Date: The last date the user logged into Docker using
+their web browser (this include Docker Hub and Docker Home)
+- Docker Desktop Version: The version of Docker Desktop the user has
+installed
+- Last Seen Date: The last date the user used the Docker Desktop application
+- Opted Out Analytics: Whether the user has opted out of the
+[Send usage statistics](/manuals/security/for-admins/hardened-desktop/settings-management/settings-reference.md#send-usage-statistics) setting in Docker Desktop
 
 ## Troubleshoot Insights
 
 If you’re experiencing issues with data in Insights, consider the following
 solutions to resolve common problems.
 
-* Update users to the latest version of Docker Desktop.
+- Update users to the latest version of Docker Desktop.
 
    Data is not shown for users using versions 4.16 or lower of Docker Desktop.
    In addition, older versions may not provide all data. Ensure all users have
    installed the latest version of Docker Desktop.
 
-* Enable **Send usage statistics** in Docker Desktop for all your users.
+- Enable **Send usage statistics** in Docker Desktop for all your users.
 
    If users have opted out of sending usage statistics for Docker Desktop, then
    their usage data will not be a part of Insights. To manage the setting at
    scale for all your users, you can use [Settings
    Management](/desktop/hardened-desktop/settings-management/) and enable the
    `analyticsEnabled` setting.
 
-* Ensure that users are using Docker Desktop and aren't using the standalone
+- Ensure that users are using Docker Desktop and aren't using the standalone
   version of Docker Engine.
 
    Only Docker Desktop can provide data for Insights. If a user installs and
    uses Docker Engine outside of Docker Desktop, Docker Engine won't provide
    data for that user.
 
-* Ensure that users are signing in to an account associated with your
+- Ensure that users are signing in to an account associated with your
   organization.
 
    Users who don’t sign in to an account associated with your organization are

content/manuals/ai/model-runner/_index.md

@@ -100,6 +100,10 @@ You can now use the `docker model` command in the CLI and view and interact with
 
 Models are cached locally.
 
+> [!NOTE]
+>
+> When working with the Docker CLI, you can also pull models directly from [HuggingFace](https://huggingface.co/).
+
 {{< tabs group="release" >}}
 {{< tab name="From Docker Desktop">}}
 
@@ -109,7 +113,15 @@ Models are cached locally.
 {{< /tab >}}
 {{< tab name="From the Docker CLI">}}
 
-Use the [`docker model pull` command](/reference/cli/docker/model/pull/).
+Use the [`docker model pull` command](/reference/cli/docker/model/pull/). For example:
+
+```bash {title="Pulling from Docker Hub"}
+docker model pull ai/smollm2:360M-Q4_K_M
+```
+
+```bash {title="Pulling from HuggingFace"}
+docker model pull hf.co/bartowski/Llama-3.2-1B-Instruct-GGUF
+```
 
 {{< /tab >}}
 {{< /tabs >}}

content/manuals/desktop/setup/install/windows-install.md

@@ -57,7 +57,7 @@ _For checksums, see [Release notes](/manuals/desktop/release-notes.md)_
   - 64-bit processor with [Second Level Address Translation (SLAT)](https://en.wikipedia.org/wiki/Second_Level_Address_Translation)
   - 4GB system RAM
   - Enable hardware virtualization in BIOS/UEFI. For more information, see
-    [Virtualization](/manuals/desktop/troubleshoot-and-support/troubleshoot/topics.md#virtualization).
+    [Virtualization](/manuals/desktop/troubleshoot-and-support/troubleshoot/topics.md#docker-desktop-fails-due-to-virtualization-not-working).
 
 For more information on setting up WSL 2 with Docker Desktop, see [WSL](/manuals/desktop/features/wsl/_index.md).
 

content/manuals/dhi/about/what.md

@@ -56,11 +56,12 @@ so you don’t have to.
   Level 3](../core-concepts/slsa.md), ensuring a tamper-resistant, verifiable,
   and auditable build process that protects against supply chain threats.
 
-- Distroless approach: Unlike traditional base images that bundle an entire OS
-  with shells and package managers, [distroless
-  images](../core-concepts/distroless.md) exclude the OS layer and include only
-  your app and its runtime dependencies, reducing the attack surface by up to 95
-  percent and improving performance.
+-  Distroless approach: Unlike traditional base images that bundle an entire OS
+   with shells, package managers, and debugging tools, [distroless
+   images](../core-concepts/distroless.md) retain only the minimal OS components
+   required to run your application. By excluding unnecessary tooling and
+   libraries, they reduce the attack surface by up to 95% and can improve
+   performance and image size.
 
 - Continuous maintenance: All DHIs are continuously monitored and updated to
   maintain near-zero known exploitable [CVEs](../core-concepts/cves.md), helping

content/manuals/scout/explore/dashboard.md

@@ -11,10 +11,10 @@ aliases:
 
 The [Docker Scout Dashboard](https://scout.docker.com/) helps you share the
 analysis of images in an organization with your team. Developers can now see an
-overview of their security status across all their images from both Docker Hub
-and Artifactory, and get remediation advice at their fingertips. It helps team
-members in roles such as security, compliance, and operations to know what
-vulnerabilities and issues they need to focus on.
+overview of their security status across all their images from Docker Hub, and
+get remediation advice at their fingertips. It helps team members in roles such
+as security, compliance, and operations to know what vulnerabilities and issues
+they need to focus on.
 
 ## Overview
 

content/manuals/scout/integrations/_index.md

@@ -25,7 +25,6 @@ aren't hosted on Docker Hub.
 
 The following container registry integrations are available:
 
-- [Artifactory](./registry/artifactory.md)
 - [Amazon Elastic Container Registry](./registry/ecr.md)
 - [Azure Container Registry](./registry/acr.md)