dstackai · peterschmidt85 · Jul 3, 2025 · Jul 3, 2025 · Jul 3, 2025
diff --git a/docs/assets/stylesheets/extra.css b/docs/assets/stylesheets/extra.css
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diff --git a/docs/blog/posts/amd-mi300x-inference-benchmark.md b/docs/blog/posts/amd-mi300x-inference-benchmark.md
@@ -5,7 +5,6 @@ description: "Exploring how the inference performance of Llama 3.1 405B varies o
 slug: amd-mi300x-inference-benchmark
 image: https://dstack.ai/static-assets/static-assets/images/dstack-hotaisle-amd-mi300x-prompt-v5.png
 categories:
-  - AMD
   - Benchmarks
 ---
 

diff --git a/docs/blog/posts/amd-on-runpod.md b/docs/blog/posts/amd-on-runpod.md
@@ -4,7 +4,7 @@ date: 2024-08-21
 description: "dstack, the open-source AI container orchestration platform, adds support for AMD accelerators, with RunPod as the first supported cloud provider."  
 slug: amd-on-runpod
 categories:
-  - AMD
+  - Releases
 ---
 
 # Supporting AMD accelerators on RunPod

diff --git a/docs/blog/posts/amd-on-tensorwave.md b/docs/blog/posts/amd-on-tensorwave.md
@@ -5,8 +5,7 @@ description: "This tutorial walks you through how dstack can be used with Tensor
 slug: amd-on-tensorwave
 image: https://dstack.ai/static-assets/static-assets/images/dstack-tensorwave-v2.png
 categories:
-  - AMD
-  - SSH fleets
+  - Case studies
 ---
 
 # Using SSH fleets with TensorWave's private AMD cloud 

diff --git a/docs/blog/posts/beyond-kubernetes-2024-recap-and-whats-ahead.md b/docs/blog/posts/beyond-kubernetes-2024-recap-and-whats-ahead.md
@@ -4,12 +4,6 @@ date: 2024-12-10
 description: "Reflecting on key milestones from 2024, and looking ahead to the next steps in simplifying AI infrastructure orchestration."  
 slug: beyond-kubernetes-2024-recap-and-whats-ahead
 image: https://dstack.ai/static-assets/static-assets/images/beyond-kubernetes-2024-recap-and-whats-ahead.png
-categories:
-  - AMD
-  - NVIDIA
-  - Volumes
-  - Cloud fleets
-  - SSH fleets
 ---
 
 # Beyond Kubernetes: 2024 recap and what's ahead for AI infra 

diff --git a/docs/blog/posts/cursor.md b/docs/blog/posts/cursor.md
@@ -5,7 +5,7 @@ description: "TBA"
 slug: cursor
 image: https://dstack.ai/static-assets/static-assets/images/dstack-cursor-v2.png
 categories:
-  - Dev environments
+  - Releases
 ---
 
 # Accessing dev environments with Cursor

diff --git a/docs/blog/posts/dstack-metrics.md b/docs/blog/posts/dstack-metrics.md
@@ -5,9 +5,7 @@ description: "dstack introduces a new CLI command (and API) for monitoring conta
 slug: dstack-metrics
 image: https://dstack.ai/static-assets/static-assets/images/dstack-stats-v2.png
 categories:
-  - AMD
-  - NVIDIA
-  - Metrics
+  - Releases
 ---
 
 # Monitoring essential GPU metrics via CLI

diff --git a/docs/blog/posts/dstack-sky-own-cloud-accounts.md b/docs/blog/posts/dstack-sky-own-cloud-accounts.md
@@ -3,6 +3,8 @@ title: dstack Sky now supports your own cloud accounts
 date: 2024-06-11
 description: "With today's release, dstack Sky supports both options: accessing the GPU marketplace and using your own cloud accounts."  
 slug: dstack-sky-own-cloud-accounts
+categories:
+  - Releases
 ---
 
 # dstack Sky now supports your own cloud accounts

diff --git a/docs/blog/posts/dstack-sky.md b/docs/blog/posts/dstack-sky.md
@@ -2,6 +2,8 @@
 date: 2024-03-11
 description: A managed service that enables you to get GPUs at competitive rates from a wide pool of providers. 
 slug: dstack-sky
+categories:
+  - Releases
 ---
 
 # Introducing dstack Sky

diff --git a/docs/blog/posts/ea-gtc25.md b/docs/blog/posts/ea-gtc25.md
@@ -6,10 +6,11 @@ slug: ea-gtc25
 image: https://dstack.ai/static-assets/static-assets/images/dstack-ea-slide-2-background-min.png
 categories:
   - Case studies
-  - NVIDIA
+links:
+  - NVIDIA GTC 2025 ↗: https://www.nvidia.com/en-us/on-demand/session/gtc25-s73667/
 ---
 
-# Case study: how EA uses dstack to fast-track AI development
+# How EA uses dstack to fast-track AI development
 
 At NVIDIA GTC 2025, Electronic Arts [shared :material-arrow-top-right-thin:{ .external }](https://www.nvidia.com/en-us/on-demand/session/gtc25-s73667/){:target="_blank"} how they’re scaling AI development and managing infrastructure across teams. They highlighted using tools like `dstack` to provision GPUs quickly, flexibly, and cost-efficiently. This case study summarizes key insights from their talk.
 

diff --git a/docs/blog/posts/gh200-on-lambda.md b/docs/blog/posts/gh200-on-lambda.md
@@ -5,9 +5,7 @@ description: "TBA"
 slug: gh200-on-lambda
 image: https://dstack.ai/static-assets/static-assets/images/dstack-arm--gh200-lambda-min.png
 categories:
-  - ARM
-  - Cloud fleets
-  - SSH fleets
+  - Releases
 ---
 
 # Supporting ARM and NVIDIA GH200 on Lambda

diff --git a/docs/blog/posts/gpu-blocks-and-proxy-jump.md b/docs/blog/posts/gpu-blocks-and-proxy-jump.md
@@ -5,7 +5,7 @@ description: "TBA"
 slug: gpu-blocks-and-proxy-jump
 image: https://dstack.ai/static-assets/static-assets/images/data-centers-and-private-clouds.png
 categories:
-  - SSH fleets
+  - Releases
 ---
 
 # Introducing GPU blocks and proxy jump for SSH fleets

diff --git a/docs/blog/posts/h100-mi300x-inference-benchmark.md b/docs/blog/posts/h100-mi300x-inference-benchmark.md
@@ -6,8 +6,6 @@ slug: h100-mi300x-inference-benchmark
 image: https://dstack.ai/static-assets/static-assets/images/h100-mi300x-inference-benchmark-v2.png
 categories:
   - Benchmarks
-  - AMD
-  - NVIDIA
 ---
 
 # Exploring inference memory saturation effect: H100 vs MI300x

diff --git a/docs/blog/posts/h200-mi300x-deepskeek-benchmark.md b/docs/blog/posts/h200-mi300x-deepskeek-benchmark.md
@@ -6,8 +6,6 @@ slug: h200-mi300x-deepskeek-benchmark
 image: https://dstack.ai/static-assets/static-assets/images/h200-mi300x-deepskeek-benchmark-v2.png
 categories:
   - Benchmarks
-  - AMD
-  - NVIDIA
 ---
 
 # DeepSeek R1 inference performance: MI300X vs. H200

diff --git a/docs/blog/posts/inactivity-duration.md b/docs/blog/posts/inactivity-duration.md
@@ -5,7 +5,7 @@ description: "dstack introduces a new feature that automatically detects and shu
 slug: inactivity-duration
 image: https://dstack.ai/static-assets/static-assets/images/inactive-dev-environments-auto-shutdown.png
 categories:
-  - Dev environments
+  - Releases
 ---
 
 # Auto-shutdown for inactive dev environments—no idle GPUs

diff --git a/docs/blog/posts/instance-volumes.md b/docs/blog/posts/instance-volumes.md
@@ -5,7 +5,7 @@ description: "To simplify caching across runs and the use of NFS, we introduce a
 image: https://dstack.ai/static-assets/static-assets/images/dstack-instance-volumes.png
 slug: instance-volumes
 categories:
-  - Volumes 
+  - Releases
 ---
 
 # Introducing instance volumes to persist data on instances

diff --git a/docs/blog/posts/intel-gaudi.md b/docs/blog/posts/intel-gaudi.md
@@ -5,8 +5,7 @@ description: "dstack now supports Intel Gaudi accelerators with SSH fleets, simp
 slug: intel-gaudi
 image: https://dstack.ai/static-assets/static-assets/images/dstack-intel-gaudi-and-intel-tiber-cloud.png-v2
 categories:
-  - Intel Gaudi
-  - SSH fleets
+  - Releases
 ---
 
 # Supporting Intel Gaudi AI accelerators with SSH fleets

diff --git a/docs/blog/posts/metrics-ui.md b/docs/blog/posts/metrics-ui.md
@@ -5,9 +5,7 @@ description: "TBA"
 slug: metrics-ui
 image: https://dstack.ai/static-assets/static-assets/images/dstack-metrics-ui-v3-min.png
 categories:
-  - Metrics
-  - AMD
-  - NVIDIA
+  - Releases
 ---
 
 # Built-in UI for monitoring essential GPU metrics

diff --git a/docs/blog/posts/mpi.md b/docs/blog/posts/mpi.md
@@ -5,8 +5,7 @@ description: "TBA"
 slug: mpi
 image: https://dstack.ai/static-assets/static-assets/images/dstack-mpi-v2.png
 categories:
-  - SSH fleets
-  - Cloud fleets
+  - Releases
 ---
 
 # Supporting MPI and NCCL/RCCL tests 

diff --git a/docs/blog/posts/nebius.md b/docs/blog/posts/nebius.md
@@ -5,8 +5,7 @@ description: "TBA"
 slug: nebius
 image: https://dstack.ai/static-assets/static-assets/images/dstack-nebius-v2.png
 categories:
-  - Cloud fleets
-  - NVIDIA
+  - Releases
 ---
 
 # Supporting GPU provisioning and orchestration on Nebius

diff --git a/docs/blog/posts/nvidia-and-amd-on-vultr.md b/docs/blog/posts/nvidia-and-amd-on-vultr.md
@@ -5,9 +5,7 @@ description: "Introducing integration with Vultr: The new integration allows Vul
 slug: nvidia-and-amd-on-vultr
 image: https://dstack.ai/static-assets/static-assets/images/dstack-vultr.png
 categories:
-  - Cloud fleets
-  - NVIDIA
-  - AMD
+  - Releases
 ---
 
 # Supporting NVIDIA and AMD accelerators on Vultr

diff --git a/docs/blog/posts/prometheus.md b/docs/blog/posts/prometheus.md
@@ -5,8 +5,7 @@ description: "TBA"
 slug: prometheus
 image: https://dstack.ai/static-assets/static-assets/images/dstack-prometheus-v3.png
 categories:
-  - Metrics
-  - NVIDIA
+  - Releases
 ---
 
 # Exporting GPU, cost, and other metrics to Prometheus

diff --git a/docs/blog/posts/tpu-on-gcp.md b/docs/blog/posts/tpu-on-gcp.md
@@ -4,7 +4,7 @@ date: 2024-09-10
 description: "Learn how to use TPUs with dstack for fine-tuning and deploying LLMs, leveraging open-source tools like Hugging Face’s Optimum TPU and vLLM."  
 slug: tpu-on-gcp
 categories:
-  - TPU
+  - Releases
 ---
 
 # Using TPUs for fine-tuning and deploying LLMs

diff --git a/docs/blog/posts/volumes-on-runpod.md b/docs/blog/posts/volumes-on-runpod.md
@@ -4,7 +4,7 @@ date: 2024-08-13
 description: "Learn how to use volumes with dstack to optimize model inference cold start times on RunPod."  
 slug: volumes-on-runpod
 categories:
-  - Volumes 
+  - Releases 
 ---
 
 # Using volumes to optimize cold starts on RunPod

diff --git a/mkdocs.yml b/mkdocs.yml
@@ -64,6 +64,10 @@ plugins:
       blog_dir: blog
       post_url_format: "{slug}"
       blog_toc: true
+      categories_url_format: "{slug}"
+      archive: false
+      categories_name: Blog
+      categories_sort_reverse: true
   - social:
       cards_layout_options:
         background_color: "black"
@@ -288,12 +292,10 @@ nav:
         - TPU: examples/accelerators/tpu/index.md
         - Intel Gaudi: examples/accelerators/intel/index.md
         - Tenstorrent: examples/accelerators/tenstorrent/index.md
-#    - Misc:
-#        - Docker Compose: examples/misc/docker-compose/index.md
-#  - Community: community.md
-#  - Partners: partners.md
-  - Blog:
-      - blog/index.md
+  - Benchmarks: blog/benchmarks.md
+  - Case studies: blog/case-studies.md
+  - Blog: 
+    - blog/index.md
 #  - Discord: https://discord.gg/u8SmfwPpMd" target="_blank
 #  - Changelog: https://github.com/dstackai/dstack/releases" target="_blank
 #  - GitHub: https://github.com/dstackai/dstack" target="_blank