diff --git a/docs/getting-started/index.md b/docs/getting-started/index.md
index d6ef328..9d1c330 100644
--- a/docs/getting-started/index.md
+++ b/docs/getting-started/index.md
@@ -101,6 +101,30 @@ title: "🚀 Getting Started"
   docker compose -f docker-compose.yaml -f docker-compose.gpu.yaml up -d --build
   ```
 
+- **For AMD GPU Support:** Some AMD GPUs require setting an environment variable for proper functionality:
+
+  ```bash
+  HSA_OVERRIDE_GFX_VERSION=11.0.0 docker compose -f docker-compose.yaml -f docker-compose.amdgpu.yaml up -d --build
+  ```
+
+  <details>
+  <summary>AMD GPU Support with HSA_OVERRIDE_GFX_VERSION</summary>
+
+  For AMD GPU users encountering compatibility issues, setting the `HSA_OVERRIDE_GFX_VERSION` environment variable is crucial. This variable instructs the ROCm platform to emulate a specific GPU architecture, ensuring compatibility with various AMD GPUs not officially supported. Depending on your GPU model, adjust the `HSA_OVERRIDE_GFX_VERSION` as follows:
+
+  - **For RDNA1 & RDNA2 GPUs** (e.g., RX 6700, RX 680M): Use `HSA_OVERRIDE_GFX_VERSION=10.3.0`.
+  - **For RDNA3 GPUs**: Set `HSA_OVERRIDE_GFX_VERSION=11.0.0`.
+  - **For older GCN (Graphics Core Next) GPUs**: The version to use varies. GCN 4th gen and earlier might require different settings, such as `ROC_ENABLE_PRE_VEGA=1` for GCN4, or `HSA_OVERRIDE_GFX_VERSION=9.0.0` for Vega (GCN5.0) emulation.
+
+  Ensure to replace `<version>` with the appropriate version number based on your GPU model and the guidelines above. For a detailed list of compatible versions and more in-depth instructions, refer to the [ROCm documentation](https://rocm.docs.amd.com) and the [openSUSE Wiki on AMD GPGPU](https://en.opensuse.org/SDB:AMD_GPGPU).
+
+  Example command for RDNA1 & RDNA2 GPUs:
+  ```bash
+  HSA_OVERRIDE_GFX_VERSION=10.3.0 docker compose -f docker-compose.yaml -f docker-compose.amdgpu.yaml up -d --build
+  ```
+
+  </details>
+
 - **To Expose Ollama API:** Use another Docker Compose file:
 
   ```bash
@@ -155,6 +179,41 @@ When using Docker to install Open WebUI, make sure to include the `-v open-webui
 
 - After installation, you can access Open WebUI at [http://localhost:3000](http://localhost:3000). Enjoy! 😄
 
+### GPU Support
+
+#### Nvidia CUDA
+
+To run Ollama with Nvidia GPU support, utilize the Nvidia-docker tool for GPU access, and set the appropriate environment variables for CUDA support:
+
+```bash
+docker run -d -p 3000:8080 \
+--gpus all \
+--add-host=host.docker.internal:host-gateway \
+--volume open-webui:/app/backend/data \
+--name open-webui \
+--restart always \
+ghcr.io/open-webui/open-webui:main
+```
+
+#### AMD ROCm
+
+To run Ollama with AMD GPU support, set the `HSA_OVERRIDE_GFX_VERSION` environment variable and ensure the Docker container can access the GPU:
+
+```bash
+docker run -d -p 3000:8080 \
+-e HSA_OVERRIDE_GFX_VERSION=11.0.0 \
+--device /dev/kfd \
+--device /dev/dri \
+--group-add video \
+--add-host=host.docker.internal:host-gateway \
+--volume open-webui:/app/backend/data \
+--name open-webui \
+--restart always \
+ghcr.io/open-webui/open-webui:main
+```
+
+Replace `HSA_OVERRIDE_GFX_VERSION=11.0.0` with the version appropriate for your AMD GPU model as described in the earlier sections. This command ensures compatibility and optimal performance with AMD GPUs.
+
 #### Open WebUI: Server Connection Error
 
 Encountering connection issues between the Open WebUI Docker container and the Ollama server? This problem often arises because distro-packaged versions of Docker—like those from the Ubuntu repository—do not support the `host.docker.internal` alias for reaching the host directly. Inside a container, referring to `localhost` or `127.0.0.1` typically points back to the container itself, not the host machine.