diff --git a/README.md b/README.md
index 2b886b47074c271a1373522a1ed7b201530105ae..3e5cebd00a7041a10ae0e37547afff3abe2ab429 100644
--- a/README.md
+++ b/README.md
@@ -120,15 +120,15 @@ From: nvcr.io/nvidia/pytorch:25.04-py3
 
 ...
 ```
-> [!tip]
-> Use the [release notes](https://docs.nvidia.com/deeplearning/frameworks/pytorch-release-notes/index.html) to match Nvidia's container tag to the actual PyTorch version installed in the container. 
-
 > [!warning]
 > Most of the these base containers are quite large and it will take some time to download and build them.
 
 
 ## Nvidia
 
+> [!tip]
+> Use the [release notes](https://docs.nvidia.com/deeplearning/frameworks/pytorch-release-notes/index.html) to match Nvidia's container tag to the actual PyTorch version installed in the container. 
+
 - [PyTorch](https://catalog.ngc.nvidia.com/orgs/nvidia/containers/pytorch)
 - [TensorFlow](https://catalog.ngc.nvidia.com/orgs/nvidia/containers/tensorflow)
 - [JAX](https://catalog.ngc.nvidia.com/orgs/nvidia/containers/jax)