diff --git a/ci/vale/dictionary.txt b/ci/vale/dictionary.txt
index 10ee9a02a4b..cce1cd84839 100644
--- a/ci/vale/dictionary.txt
+++ b/ci/vale/dictionary.txt
@@ -1910,6 +1910,7 @@ pg_dumpall
 pg_restore
 pgAdmin
 pgpass
+pgvector
 Phalcon
 pharmer
 pharo
@@ -2064,6 +2065,7 @@ qualys
 quickconnect
 quicklisp
 quickstart
+Qwen
 radeon
 rainloop
 Ramaze
diff --git a/docs/marketplace-docs/guides/qwen/index.md b/docs/marketplace-docs/guides/qwen/index.md
new file mode 100644
index 00000000000..bb589337f35
--- /dev/null
+++ b/docs/marketplace-docs/guides/qwen/index.md
@@ -0,0 +1,81 @@
+---
+title: "Deploy Qwen Instruct with Open WebUI through the Linode Marketplace"
+description: "This guide includes instructions on how to deploy Open WebUI with a self-hosted Qwen Instruct Large Language Model (LLM) on an Akamai Compute Instance."
+published: 2026-02-18
+modified: 2026-02-18
+keywords: ['qwen', 'qwen-instruct', 'open-webui', 'vllm', 'ai', 'llm', 'llm-inference', 'qwen-llm']
+tags: ["marketplace", "linode platform", "cloud manager", "ai", "llm-inference", "llm"]
+aliases: ['/products/tools/marketplace/guides/qwen-instruct-with-openwebui/']
+external_resources:
+- '[Open WebUI Documentation](https://docs.openwebui.com/getting-started/)'
+- '[Qwen Documentation](https://github.com/QwenLM)'
+authors: ["Akamai"]
+contributors: ["Akamai"]
+license: '[CC BY-ND 4.0](https://creativecommons.org/licenses/by-nd/4.0)'
+marketplace_app_id: 1980062
+marketplace_app_name: "Qwen Instruct with Open WebUI"
+---
+
+Open WebUI is an open-source, self-hosted web interface for interacting with and managing Large Language Models (LLMs). It supports multiple AI backends, multi-user access, and extensible integrations, enabling secure and customizable deployment for local or remote model inference.
+
+The Marketplace application deployed in this guide uses a Qwen Instruct model as an instruction-tuned, open-weight LLM optimized for reasoning, code generation, and conversational tasks. Qwen models are designed for high-quality inference across a wide range of general-purpose and technical workloads and integrate seamlessly with self-hosted platforms like Open WebUI.
+
+## Deploying a Marketplace App
+
+{{% content "deploy-marketplace-apps-shortguide" %}}
+
+{{% content "marketplace-verify-standard-shortguide" %}}
+
+{{< note title="Estimated deployment time" >}}
+Open WebUI with Qwen Instruct should be fully installed within 5-10 minutes after the Compute Instance has finished provisioning.
+{{< /note >}}
+
+## Configuration Options
+
+- **Recommended plan:** RTX4000 Ada x1 Small or Larger GPU Instance
+
+{{< note type="warning" >}}
+This Marketplace App only works with Akamai GPU instances. If you choose a plan other than GPUs, the provisioning will fail, and a notice will appear in the LISH console.
+{{< /note >}}
+
+### Open WebUI Options
+
+- **Linode API Token** *(required)*: Your API token is used to deploy additional Compute Instances as part of this deployment. At a minimum, this token must have Read/Write access to *Linodes*. If you do not yet have an API token, see [Get an API Access Token](/docs/products/platform/accounts/guides/manage-api-tokens/) to create one.
+
+- **Email address (for the Let's Encrypt SSL certificate)** *(required)*: Your email is used for Let's Encrypt renewal notices. This allows you to securely access Open WebUI through a browser.
+
+- **Open WebUI admin name** *(required)*: This is the name associated with your Open WebUI administrator account and is required during initial setup.
+
+- **Open WebUI admin email** *(required)*: This email address is used to log into Open WebUI.
+
+{{% content "marketplace-required-limited-user-fields-shortguide" %}}
+
+{{% content "marketplace-special-character-limitations-shortguide" %}}
+
+## Getting Started After Deployment
+
+### Obtain the Credentials
+
+When deployment completes, the system automatically generates credentials to administer your pgvector instance. These are stored in the limited user’s `.credentials` file.
+
+1. Log in to your Compute Instance using one of the methods below:
+
+    - **Lish Console**: Log in to Cloud Manager, click **Linodes**, select your instance, and click **Launch LISH Console**. Log in as `root`. To learn more, see [Using the Lish Console](/docs/products/compute/compute-instances/guides/lish/).
+    - **SSH**: Log in to your instance over SSH using the `root` user. To learn how, see [Connecting to a Remote Server Over SSH](/docs/guides/connect-to-server-over-ssh/).
+
+2. Run the following command to access the contents of the `.credentials` file:
+
+```command
+cat /home/$USERNAME/.credentials
+```
+
+### Accessing Open WebUI Frontend
+
+Once your app has finished deploying, you can log into Open WebUI using your browser.
+
+1.  Open your web browser and navigate to `https://DOMAIN/`, where *DOMAIN* can be replaced with the custom domain you entered during deployment or your Compute Instance's rDNS domain (such as `192-0-2-1.ip.linodeusercontent.com`). See the [Managing IP Addresses](/docs/products/compute/compute-instances/guides/manage-ip-addresses/) guide for information on viewing rDNS.
+
+
+Now that you’ve accessed your dashboard, check out [the official OpenWebUI documentation](https://docs.openwebui.com/) to learn how to further use your instance.
+
+{{% content "marketplace-update-note-shortguide" %}}
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