[Docs] Update the landing page

README.md

@@ -14,8 +14,7 @@
 
 </div>
 
-`dstack` is an open-source alternative to Kubernetes and Slurm, designed to simplify GPU allocation and AI workload
-orchestration for ML teams across top clouds and on-prem clusters.
+`dstack` is an open-source container orchestrator that simplifies workload orchestration and drives GPU utilization for ML teams. It works with any GPU cloud, on-prem cluster, or accelerated hardware.
 
 #### Accelerators
 
@@ -32,8 +31,8 @@ orchestration for ML teams across top clouds and on-prem clusters.
 ## How does it work?
 
 <picture>
-  <source media="(prefers-color-scheme: dark)" srcset="https://dstack.ai/static-assets/static-assets/images/dstack-architecture-diagram-v8-dark.svg"/>
-  <img src="https://dstack.ai/static-assets/static-assets/images/dstack-architecture-diagram-v8.svg" width="750" />
+  <source media="(prefers-color-scheme: dark)" srcset="https://dstack.ai/static-assets/static-assets/images/dstack-architecture-diagram-v10-dark.svg"/>
+  <img src="https://dstack.ai/static-assets/static-assets/images/dstack-architecture-diagram-v10.svg" width="750" />
 </picture>
 
 ### Installation

docs/assets/stylesheets/landing.css

@@ -182,6 +182,24 @@
     background: white;
 }
 
+
+.md-typeset .md-button--primary.shell span {
+    font-family: var(--md-code-font-family) !important;
+    font-size: 16px;
+}
+
+.md-header__buttons .md-button--primary.shell:before,
+.md-typeset .md-button--primary.shell:before {
+    color: #e37cff;
+    position: relative;
+    top: 1px;
+    content: '$';
+    display: inline-block;
+    margin-right: 10px;
+    font-size: 16px;
+    font-family: var(--md-code-font-family) !important;
+}
+
 .md-header__buttons .md-button-secondary.github:before,
 .md-typeset .md-button-secondary.github:before {
     position: relative;
@@ -754,8 +772,8 @@
 .tx-landing__major_feature h2 {
     font-size: 1.7em;
     max-width: 500px;
-    margin-top: 0.75em;
-    margin-bottom: 0.75em;
+    margin-top: 0;
+    margin-bottom: 1.5em;
     background: black;
     -webkit-background-clip: text;
     -webkit-text-fill-color: transparent;
@@ -777,12 +795,16 @@
     width: 100%;
 }
 
-.tx-landing__major_feature .block.margin {
+.tx-landing__major_feature .block.margin.right {
     margin-right: 50px;
 }
 
+.tx-landing__major_feature .block.margin.left {
+    margin-left: 50px;
+}
+
 .tx-landing__major_feature .block.large {
-    width: 650px;
+    width: 700px;
     max-width: 100%;
     flex: 0 0 auto;
 }
@@ -796,7 +818,7 @@
 }
 
 /*.tx-landing__trusted_by*/ [data-termynal] {
-    font-size: 14px;
+    font-size: 15px;
 }
 
 .tx-landing__trusted_by .termy {
@@ -911,7 +933,8 @@
 
 @media screen and (min-width: 44.984375em) {
     .supported_clouds {
-        grid-template-columns: repeat(4, 1fr) !important;
+        grid-template-columns: repeat(6, 1fr) !important;
+        row-gap: 20px;
     }
 }
 
@@ -924,18 +947,22 @@
 .supported_clouds_item {
     display: flex;
     /* align-items: center; */
-    gap: 15px;
-    padding: 20px 26px;
+    gap: 10px;
+    padding: 21px;
     /* border-radius: 2px; */
     border: 0.5px solid black;
     /* font-size: .85em; */
     color: #2A292D !important;
     line-height: 1.44;
-    aspect-ratio: 1;
+    /* aspect-ratio: 1; */
     flex-direction: column;
     font-weight: 300;
     font-size: 85%;
 
+    align-items: center;
+    justify-content: center;
+
+
     &:hover {
         background: -webkit-linear-gradient(45deg, rgba(0, 42, 255, 0.05), rgba(0, 42, 255, 0.05), rgba(225, 101, 254, 0.08));
     }
@@ -948,39 +975,40 @@
 
 @media screen and (min-width: 44.984375em) {
     .supported_clouds_item {
-        &:nth-child(1) {
+        border-right: none;
+        border-left: none;
+
+        &:nth-child(1), &:nth-child(7) {
             border-top-left-radius: 3px;
+            border-bottom-left-radius: 3px;
         }
 
-        &:nth-child(4) {
+        &:nth-child(6), &:nth-child(12) {
             border-top-right-radius: 3px;
+            border-bottom-right-radius: 3px;
         }
 
-        &:nth-child(9) {
-            border-bottom-left-radius: 3px;
-        }
-
-        &:nth-child(12) {
-            border-bottom-right-radius: 3px;
+        &:nth-child(1), &:nth-child(7) {
+            border-left: 0.5px solid black;
         }
 
-        &:nth-child(4), &:nth-child(8), &:nth-child(11) {
+        &:nth-child(6), &:nth-child(12) {
             border-right: 0.5px solid black;
         }
 
-        &:nth-child(n+8) {
+        &:nth-child(n+0) {
             border-bottom: 0.5px solid black;
         }
     }
 }
 
 @media screen and (max-width: 44.984375em) {
     .supported_clouds_item {
-        &:nth-child(3), &:nth-child(6), &:nth-child(9), &:nth-child(11) {
+        &:nth-child(3), &:nth-child(6), &:nth-child(9), &:nth-child(12) {
             border-right: 0.5px solid black;
         }
 
-        &:nth-child(n+9) {
+        &:nth-child(n+10) {
             border-bottom: 0.5px solid black;
         }
     }

docs/docs/concepts/backends.md

@@ -1,19 +1,15 @@
 # Backends
 
-To use `dstack` with cloud providers, configure backends
-via the [`~/.dstack/server/config.yml`](../reference/server/config.yml.md) file.
-The server loads this file on startup. 
+Backends allow `dstack` to manage compute across various providers.
+They can be configured via `~/.dstack/server/config.yml` (or through the [project settings page](../concepts/projects.md#backends) in the UI). 
 
-Alternatively, you can configure backends on the [project settings page](../concepts/projects.md#backends) via UI.
+See below for examples of backend configurations.
 
-> For using `dstack` with on-prem servers, no backend configuration is required.
-> Use [SSH fleets](../concepts/fleets.md#ssh) instead once the server is up.
+??? info "SSH fleets"
+    For using `dstack` with on-prem servers, no backend configuration is required.
+    Use [SSH fleets](../concepts/fleets.md#ssh) instead once the server is up.
 
-Below examples of how to configure backends via `~/.dstack/server/config.yml`.
-
-## Cloud providers
-
-### AWS
+## AWS
 
 There are two ways to configure AWS: using an access key or using the default credentials.
 
@@ -248,7 +244,7 @@ There are two ways to configure AWS: using an access key or using the default cr
         * Docker is installed
         * (For NVIDIA instances) NVIDIA/CUDA drivers and NVIDIA Container Toolkit are installed
 
-### Azure
+## Azure
 
 There are two ways to configure Azure: using a client secret or using the default credentials.
 
@@ -399,7 +395,7 @@ There are two ways to configure Azure: using a client secret or using the defaul
     Using private subnets assumes that both the `dstack` server and users can access the configured VPC's private subnets.
     Additionally, private subnets must have outbound internet connectivity provided by [NAT Gateway or other mechanism](https://learn.microsoft.com/en-us/azure/nat-gateway/nat-overview).
 
-### GCP
+## GCP
 
 There are two ways to configure GCP: using a service account or using the default credentials.
 
@@ -583,7 +579,7 @@ gcloud projects list --format="json(projectId)"
     Using private subnets assumes that both the `dstack` server and users can access the configured VPC's private subnets.
     Additionally, [Cloud NAT](https://cloud.google.com/nat/docs/overview) must be configured to provide access to external resources for provisioned instances.
 
-### Lambda
+## Lambda
 
 Log into your [Lambda Cloud :material-arrow-top-right-thin:{ .external }](https://lambdalabs.com/service/gpu-cloud) account, click API keys in the sidebar, and then click the `Generate API key`
 button to create a new API key.
@@ -604,7 +600,7 @@ projects:
 
 </div>
 
-### Nebius
+## Nebius
 
 Log into your [Nebius AI Cloud :material-arrow-top-right-thin:{ .external }](https://console.eu.nebius.com/) account, navigate to Access, and select Service Accounts. Create a service account, add it to the editors group, and upload its authorized key.
 
@@ -673,7 +669,7 @@ projects:
 
 
 
-### RunPod
+## RunPod
 
 Log into your [RunPod :material-arrow-top-right-thin:{ .external }](https://www.runpod.io/console/) console, click Settings in the sidebar, expand the `API Keys` section, and click
 the button to create a Read & Write key.
@@ -731,7 +727,7 @@ projects:
 
     </div>
 
-### Vultr
+## Vultr
 
 Log into your [Vultr :material-arrow-top-right-thin:{ .external }](https://www.vultr.com/) account, click `Account` in the sidebar, select `API`, find the `Personal Access Token` panel and click the `Enable API` button. In the `Access Control` panel, allow API requests from all addresses or from the subnet where your `dstack` server is deployed.
 
@@ -751,7 +747,7 @@ projects:
 
 </div>
 
-### Vast.ai
+## Vast.ai
 
 Log into your [Vast.ai :material-arrow-top-right-thin:{ .external }](https://cloud.vast.ai/) account, click Account in the sidebar, and copy your
 API Key.
@@ -774,7 +770,7 @@ projects:
 
 Also, the `vastai` backend supports on-demand instances only. Spot instance support coming soon.
 
-<!-- ### TensorDock
+<!-- ## TensorDock
 
 Log into your [TensorDock :material-arrow-top-right-thin:{ .external }](https://dashboard.tensordock.com/) account, click Developers in the sidebar, and use the `Create an Authorization` section to create a new authorization key.
 
@@ -797,7 +793,7 @@ projects:
 
 The `tensordock` backend supports on-demand instances only. Spot instance support coming soon. -->
 
-### CUDO
+## CUDO
 
 Log into your [CUDO Compute :material-arrow-top-right-thin:{ .external }](https://compute.cudo.org/) account, click API keys in the sidebar, and click the `Create an API key` button.
 
@@ -818,7 +814,7 @@ projects:
 
 </div>
 
-### OCI
+## OCI
 
 There are two ways to configure OCI: using client credentials or using the default credentials.
 
@@ -892,7 +888,7 @@ There are two ways to configure OCI: using client credentials or using the defau
         compartment_id: ocid1.compartment.oc1..aaaaaaaa
     ```
 
-### DataCrunch
+## DataCrunch
 
 Log into your [DataCrunch :material-arrow-top-right-thin:{ .external }](https://cloud.datacrunch.io/) account, click Keys in the sidebar, find `REST API Credentials` area and then click the `Generate Credentials` button.
 
@@ -913,7 +909,7 @@ projects:
 
 </div>
 
-### CloudRift
+## CloudRift
 
 Log into your [CloudRift :material-arrow-top-right-thin:{ .external }](https://console.cloudrift.ai/) console, click `API Keys` in the sidebar and click the button to create a new API key.
 
@@ -935,14 +931,7 @@ projects:
 
 </div>
 
-## On-prem servers
-
-### SSH fleets
-
-> For using `dstack` with on-prem servers, no backend configuration is required.
-> See [SSH fleets](fleets.md#ssh) for more details. 
-
-### Kubernetes
+## Kubernetes
 
 To configure a Kubernetes backend, specify the path to the kubeconfig file,
 and the port that `dstack` can use for proxying SSH traffic.
@@ -1035,8 +1024,9 @@ In case of a self-managed cluster, also specify the IP address of any node in th
 ## dstack Sky
 
 If you're using [dstack Sky :material-arrow-top-right-thin:{ .external }](https://sky.dstack.ai){:target="_blank"},
-backends are pre-configured to use compute from `dstack`'s marketplace.
-
-You can reconfigure backends via the UI, to use your own cloud accounts instead.
+backends come pre-configured to use compute from the dstack marketplace. However, you can update the configuration via UI
+to use your own cloud accounts instead.
 
-[//]: # (TODO: Add link to the server config reference page)
+!!! info "What's next"
+    1. See the [`~/.dstack/server/config.yml`](../reference/server/config.yml.md) reference
+    2. Check [Projects](../concepts/projects.md)

docs/docs/index.md

@@ -1,9 +1,7 @@
 # What is dstack?
 
-`dstack` is a streamlined alternative to Kubernetes and Slurm, specifically designed for AI. It simplifies container orchestration
-for AI workloads both in the cloud and on-prem, speeding up the development, training, and deployment of AI models.
-
-`dstack` is easy to use with any cloud providers as well as on-prem servers. 
+`dstack` is an open-source container orchestrator that simplifies workload orchestration 
+and drives GPU utilization for ML teams. It works with any GPU cloud, on-prem cluster, or accelerated hardware.
 
 #### Accelerators
 

docs/docs/installation/index.md

@@ -1,25 +1,20 @@
 # Installation
 
-[//]: # (??? info "dstack Sky")
-[//]: # (    If you don't want to host the `dstack` server yourself or would like to access GPU from the `dstack` marketplace, you can use)
-[//]: # (    `dstack`'s hosted version, proceed to [dstack Sky](#dstack-sky).)
-
-To use the open-source version of `dstack` with your own cloud accounts or on-prem clusters, follow this guide.
-
 > If you don't want to host the `dstack` server (or want to access GPU marketplace),
 > skip installation and proceed to [dstack Sky :material-arrow-top-right-thin:{ .external }](https://sky.dstack.ai){:target="_blank"}.
 
 ## Set up the server
 
 ### (Optional) Configure backends
 
-To use `dstack` with cloud providers, configure backends
-via the `~/.dstack/server/config.yml` file.
+Backends allow `dstack` to manage compute across various providers.
+They can be configured via `~/.dstack/server/config.yml` (or through the [project settings page](../concepts/projects.md#backends) in the UI).
 
 For more details on how to configure backends, check [Backends](../concepts/backends.md).
 
-> For using `dstack` with on-prem servers, create [SSH fleets](../concepts/fleets.md#ssh) 
-> once the server is up.
+??? info "SSH fleets"
+    For using `dstack` with on-prem servers, create [SSH fleets](../concepts/fleets.md#ssh) 
+    once the server is up.
 
 ### Start the server
 

docs/examples.md

@@ -230,7 +230,7 @@ hide:
     </a>
 </div>
 
-## Misc
+<!-- ## Misc
 
 <div class="tx-landing__highlights_grid">
     <a href="/examples/misc/docker-compose"
@@ -243,4 +243,4 @@ hide:
             Use Docker and Docker Compose inside runs
         </p>
     </a>
-</div>
+</div> -->