diff --git a/website/content/en/docs/local-deploy-guide/quick_start.md b/website/content/en/docs/local-deploy-guide/quick_start.md
index cb65bd5ba..63d90ebc6 100644
--- a/website/content/en/docs/local-deploy-guide/quick_start.md
+++ b/website/content/en/docs/local-deploy-guide/quick_start.md
@@ -48,12 +48,12 @@ If you already have a pre-built UDS bundle, please skip to [Deploying the UDS Bu
 
     ```bash
     # For CPU-only
-    cd bundles/latest/cpu/
+    cd uds-bundles/latest/cpu/
     uds create .
     UDS_ARCH=amd64 uds deploy uds-bundle-leapfrogai-*.tar.zst --confirm
 
     # For compatible AMD64, NVIDIA CUDA-capable GPU machines
-    cd bundles/latest/gpu/
+    cd uds-bundles/latest/gpu/
     uds create .
     UDS_ARCH=amd64 uds deploy uds-bundle-leapfrogai-*.tar.zst --confirm
     ```