diff --git a/docs/cookbook/autoregressive/InclusionAI/Ling-3.0-flash-VL.mdx b/docs/cookbook/autoregressive/InclusionAI/Ling-3.0-flash-VL.mdx
index 65420e666..575cdad55 100644
--- a/docs/cookbook/autoregressive/InclusionAI/Ling-3.0-flash-VL.mdx
+++ b/docs/cookbook/autoregressive/InclusionAI/Ling-3.0-flash-VL.mdx
@@ -22,14 +22,23 @@ pip install uv
 uv pip install --prerelease=allow sglang
 ```
 
-Then run the **Python** output of the command panel below in that environment.
+Then run the **Python** output of the command panel below in that environment. Ling-3.0-flash-VL support requires sglang with sgl-project/sglang#38526 (or newer); until it merges, install directly from the PR head:
+
+```bash Command
+pip install --upgrade pip
+pip install uv
+uv pip install "sglang @ git+https://github.com/sgl-project/sglang.git@refs/pull/38526/head#subdirectory=python"
+uv pip install torchcodec==0.16.0  # optional, preferred video-decode backend
+```
+
+Video input needs `decord` or `torchcodec` in the environment; audio is not supported. Downloading the checkpoint requires `HF_TOKEN`.
 
 </Tab>
 
 <Tab title="Docker">
 
 ```bash Command
-docker pull lmsysorg/sglang:dev
+docker pull lmsysorg/sglang:dev-Ling-3.0-flash-VL
 ```
 
 For how to launch the image, see [Install → Method 3: Using Docker](../../../docs/get-started/install#method-3-using-docker). Substitute the inner `sglang serve ...` with what the command generator below produces.