diff --git a/pages/instances/reference-content/images-and-instantapps.mdx b/pages/instances/reference-content/images-and-instantapps.mdx
index e7df8fb749..65f0b195e2 100644
--- a/pages/instances/reference-content/images-and-instantapps.mdx
+++ b/pages/instances/reference-content/images-and-instantapps.mdx
@@ -6,18 +6,18 @@ dates:
validation: 2025-07-01
posted: 2024-06-17
---
-import image from './assets/ubuntu.webp'
-import image2 from './assets/ubuntu.webp'
-import image3 from './assets/debian.webp'
-import image4 from './assets/centos.webp'
-import image5 from './assets/fedora.webp'
-import image6 from './assets/rockylinux.webp'
-import image7 from './assets/almalinux.webp'
-import image8 from './assets/nextcloud.webp'
-import image9 from './assets/gitlab.webp'
-import image10 from './assets/openvpn.webp'
-import image11 from './assets/wordpress.webp'
-import image12 from './assets/docker.webp'
+import ubuntu from './assets/ubuntu.webp'
+import gpuos from './assets/ubuntu.webp'
+import debian from './assets/debian.webp'
+import centos from './assets/centos.webp'
+import fedora from './assets/fedora.webp'
+import rockylinux from './assets/rockylinux.webp'
+import almalinux from './assets/almalinux.webp'
+import nextcloud from './assets/nextcloud.webp'
+import gitlab from './assets/gitlab.webp'
+import openvpn from './assets/openvpn.webp'
+import wordpress from './assets/wordpress.webp'
+import docker from './assets/docker.webp'
## OS images
@@ -27,13 +27,13 @@ Scaleway manages the deployment and maintenance of these OS images, ensuring the
| Distribution | Description |
|---|---|
-| | **Ubuntu 24.04** the latest long-term support (LTS) version of the world's most popular Linux operating system, offers reliability and stability with five years of guaranteed free updates.
[Deploy Ubuntu](https://console.scaleway.com/instance/servers/create/?area=fr-par-1&imageKey=607b12c2-685d-45f7-905f-57bc23863834&offerName=PRO2-S&zone=fr-par-1) |
-| | **Ubuntu ML**, Scaleway’s [optimized version](/gpu/reference-content/docker-images/) of Ubuntu is tailored for machine learning, featuring essential frameworks, tools, and packages. This includes the NVIDIA Container Toolkit (Docker), PyTorch, TensorFlow 2, NVIDIA RAPIDS, and JAX, ensuring a comprehensive and efficient ML environment.
[Deploy Ubuntu ML](https://console.scaleway.com/instance/servers/create/?area=fr-par-2&imageKey=a6c68db3-5613-4b08-acaa-2c92d8baf26c&offerName=L40S-1-48G&zone=fr-par-2) |
-| | **Debian**, the world-renowned free open-source operating system, featuring over 59,000 packages. Celebrated for its reliability, it is available in its stable branch, Debian 12 (Bookworm).
[Deploy Debian](https://console.scaleway.com/instance/servers/create/?area=fr-par-1&imageKey=fd6931c1-5326-4f8d-8fdf-57867b2830e3&offerName=PRO2-S&zone=fr-par-1) |
-| | **CentOS**, developed using Red Hat® Enterprise Linux®, is characterized by increased stability. It works on computers with both 64-bit and 32-bit architectures and is available as a free distribution. You can choose the version you need directly from the console.
[Deploy CentOS](https://console.scaleway.com/instance/servers/create/?area=fr-par-1&imageKey=cfb3fa01-6406-4be8-9e9d-29daee2582fa&offerName=PRO2-S) |
-| | **Fedora** is a modern Linux distribution with a focus on free software. It features a constantly evolving system supported by a large community and adheres to a regular release schedule. You can select the version you need directly from the console.
[Deploy Fedora](https://console.scaleway.com/instance/servers/create/?area=fr-par-1&imageKey=186859f6-0152-45dd-9eb8-21fc5e8d774e&offerName=PRO2-S) |
-| | **Rocky Linux** is an open-source enterprise operating system designed to be 100% compatible with Red Hat Enterprise Linux®. It is intensively developed and maintained by a dedicated community.
[Deploy Rocky Linux](https://console.scaleway.com/instance/servers/create/?area=fr-par-1&imageKey=1576bf6b-f640-47f2-9117-968419d0546e&offerName=PRO2-S) |
-| | **Alma Linux** is fully binary compatible with Red Hat Enterprise Linux® (RHEL), making it a seamless replacement for CentOS 8.
[Deploy Alma Linux](https://console.scaleway.com/instance/servers/create/?area=fr-par-1&imageKey=0d3a22da-c634-45d6-a7dd-aff402f88b0c&offerName=PRO2-S) |
+| | **Ubuntu 24.04** the latest long-term support (LTS) version of the world's most popular Linux operating system, offers reliability and stability with five years of guaranteed free updates.
[Deploy Ubuntu](https://console.scaleway.com/instance/servers/create/?area=fr-par-1&imageKey=607b12c2-685d-45f7-905f-57bc23863834&offerName=PRO2-S&zone=fr-par-1) |
+| | **GPU OS 12** is a specialized OS image based on Ubuntu 24.04 (Noble), optimized for GPU-accelerated workloads. It comes pre-installed with the NVIDIA driver, Docker, and NVIDIA's Container Toolkit, providing an environment for running containerized applications. This image is designed to work efficiently with NVIDIA NGC container images, enabling rapid deployment of GPU-accelerated applications, such as machine learning and data processing workloads.
[Deploy GPU OS 12](https://console.scaleway.com/instance/servers/create?imageKey=61916874-cf88-417d-83e8-c7933b848c6a&zone=fr-par-2&offerName=L4-1-24G&tab=GPU&distribution=ubuntu) |
+| | **Debian**, the world-renowned free open-source operating system, featuring over 59,000 packages. Celebrated for its reliability, it is available in its stable branch, Debian 12 (Bookworm).
[Deploy Debian](https://console.scaleway.com/instance/servers/create/?area=fr-par-1&imageKey=fd6931c1-5326-4f8d-8fdf-57867b2830e3&offerName=PRO2-S&zone=fr-par-1) |
+| | **CentOS**, developed using Red Hat® Enterprise Linux®, is characterized by increased stability. It works on computers with both 64-bit and 32-bit architectures and is available as a free distribution. You can choose the version you need directly from the console.
[Deploy CentOS](https://console.scaleway.com/instance/servers/create/?area=fr-par-1&imageKey=cfb3fa01-6406-4be8-9e9d-29daee2582fa&offerName=PRO2-S) |
+| | **Fedora** is a modern Linux distribution with a focus on free software. It features a constantly evolving system supported by a large community and adheres to a regular release schedule. You can select the version you need directly from the console.
[Deploy Fedora](https://console.scaleway.com/instance/servers/create/?area=fr-par-1&imageKey=186859f6-0152-45dd-9eb8-21fc5e8d774e&offerName=PRO2-S) |
+| | **Rocky Linux** is an open-source enterprise operating system designed to be 100% compatible with Red Hat Enterprise Linux®. It is intensively developed and maintained by a dedicated community.
[Deploy Rocky Linux](https://console.scaleway.com/instance/servers/create/?area=fr-par-1&imageKey=1576bf6b-f640-47f2-9117-968419d0546e&offerName=PRO2-S) |
+| | **Alma Linux** is fully binary compatible with Red Hat Enterprise Linux® (RHEL), making it a seamless replacement for CentOS 8.
[Deploy Alma Linux](https://console.scaleway.com/instance/servers/create/?area=fr-par-1&imageKey=0d3a22da-c634-45d6-a7dd-aff402f88b0c&offerName=PRO2-S) |
## InstantApps
@@ -42,8 +42,8 @@ InstantApps simplify the process of deploying and managing applications in the c
| InstantApp | Description |
|---|---|
-| | **Nextcloud** is the self-hosted productivity platform that keeps you in control. It allows you to store your files, folders, contacts, photo galleries, calendars, and more, and access them from your mobile device, desktop, or web browser.
[Learn more](/tutorials/nextcloud-instantapp/) - [Deploy Nextcloud](https://console.scaleway.com/instance/servers/create/?area=fr-par-1&imageKey=7d4a7cb1-1fd5-4a64-920b-c79f47367254&offerName=PRO2-S&zone=fr-par-1) |
-| | **GitLab** is the most complete DevOps platform, offering a comprehensive CI/CD toolchain within a single application. It serves as a Git repository manager with integrated wiki, issue-tracking, and continuous integration/deployment pipeline features.
[Learn more](/tutorials/gitlab-instant-app/) - [Deploy GitLab](https://console.scaleway.com/instance/servers/create/?area=fr-par-1&imageKey=233074b9-e2ba-4e78-818e-dd4930ce6bee&offerName=PRO2-S) |
-| | **OpenVPN** is the fastest and simplest way to protect your online privacy and surf anonymously. It is easy to deploy and ready to use after your first SSH connection, ensuring quick setup for enhanced security.
[Learn more](/tutorials/openvpn-instant-app/) - [Deploy OpenVPN](https://console.scaleway.com/instance/servers/create/?area=fr-par-1&imageKey=b6f4edc8-21e6-4aa2-8f52-1030cf6d4dd8&offerName=PRO2-S) |
-| | **WordPress**, the most famous blog tool, publishing platform, and content management system (CMS), is an open-source software that enables you to create stunning websites, blogs, or applications effortlessly.
[Learn more](/tutorials/wordpress-instantapp/) - [Deploy WordPress](https://console.scaleway.com/instance/servers/create/?area=fr-par-1&imageKey=215a50f9-0ba8-4e9c-a4e7-10caf50e3586&offerName=PRO2-S) |
-| | **Docker**, the famous container manager encapsulated in a Scaleway image, allows you to deploy your applications within seconds, eliminating concerns about compatibility and dependencies.
[Learn more](/tutorials/docker-instantapp/) - [Deploy Docker](https://console.scaleway.com/instance/servers/create/?area=fr-par-1&imageKey=c1b530d8-0ca0-45c4-80db-ba06608287b2&offerName=PRO2-S) |
+| | **Nextcloud** is the self-hosted productivity platform that keeps you in control. It allows you to store your files, folders, contacts, photo galleries, calendars, and more, and access them from your mobile device, desktop, or web browser.
[Learn more](/tutorials/nextcloud-instantapp/) - [Deploy Nextcloud](https://console.scaleway.com/instance/servers/create/?area=fr-par-1&imageKey=7d4a7cb1-1fd5-4a64-920b-c79f47367254&offerName=PRO2-S&zone=fr-par-1) |
+| | **GitLab** is the most complete DevOps platform, offering a comprehensive CI/CD toolchain within a single application. It serves as a Git repository manager with integrated wiki, issue-tracking, and continuous integration/deployment pipeline features.
[Learn more](/tutorials/gitlab-instant-app/) - [Deploy GitLab](https://console.scaleway.com/instance/servers/create/?area=fr-par-1&imageKey=233074b9-e2ba-4e78-818e-dd4930ce6bee&offerName=PRO2-S) |
+| | **OpenVPN** is the fastest and simplest way to protect your online privacy and surf anonymously. It is easy to deploy and ready to use after your first SSH connection, ensuring quick setup for enhanced security.
[Learn more](/tutorials/openvpn-instant-app/) - [Deploy OpenVPN](https://console.scaleway.com/instance/servers/create/?area=fr-par-1&imageKey=b6f4edc8-21e6-4aa2-8f52-1030cf6d4dd8&offerName=PRO2-S) |
+| | **WordPress**, the most famous blog tool, publishing platform, and content management system (CMS), is an open-source software that enables you to create stunning websites, blogs, or applications effortlessly.
[Learn more](/tutorials/wordpress-instantapp/) - [Deploy WordPress](https://console.scaleway.com/instance/servers/create/?area=fr-par-1&imageKey=215a50f9-0ba8-4e9c-a4e7-10caf50e3586&offerName=PRO2-S) |
+| | **Docker**, the famous container manager encapsulated in a Scaleway image, allows you to deploy your applications within seconds, eliminating concerns about compatibility and dependencies.
[Learn more](/tutorials/docker-instantapp/) - [Deploy Docker](https://console.scaleway.com/instance/servers/create/?area=fr-par-1&imageKey=c1b530d8-0ca0-45c4-80db-ba06608287b2&offerName=PRO2-S) |