diff --git a/docs/my-website/docs/providers/vertex_partner.md b/docs/my-website/docs/providers/vertex_partner.md
index 09e08942f9b..2600b179f6d 100644
--- a/docs/my-website/docs/providers/vertex_partner.md
+++ b/docs/my-website/docs/providers/vertex_partner.md
@@ -579,7 +579,7 @@ All OpenAI compatible models from Vertex Model Garden are supported.
 | Property | Details |
 |----------|---------|
 | Provider Route | `vertex_ai/openai/{MODEL_ID}` |
-| Vertex Documentation | [SDK for Deploy & OpenAI Chat Completions](https://github.com/GoogleCloudPlatform/generative-ai/blob/main/open-models/get_started_with_model_garden_sdk.ipynb), [Vertex Model Garden](https://cloud.google.com/model-garden?hl=en) |
+| Vertex Documentation | [Model Garden LiteLLM Inference](https://github.com/GoogleCloudPlatform/generative-ai/blob/main/open-models/use-cases/model_garden_litellm_inference.ipynb), [Vertex Model Garden](https://cloud.google.com/model-garden?hl=en) |
 | Supported Operations | `/chat/completions`, `/embeddings` |
 
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