diff --git a/bitnami/pytorch/2/debian-11/Dockerfile b/bitnami/pytorch/2/debian-11/Dockerfile
index 2e6035f4c1cf..9e8baba38f60 100644
--- a/bitnami/pytorch/2/debian-11/Dockerfile
+++ b/bitnami/pytorch/2/debian-11/Dockerfile
@@ -7,10 +7,10 @@ ARG TARGETARCH
 
 LABEL com.vmware.cp.artifact.flavor="sha256:1e1b4657a77f0d47e9220f0c37b9bf7802581b93214fff7d1bd2364c8bf22e8e" \
       org.opencontainers.image.base.name="docker.io/bitnami/minideb:bullseye" \
-      org.opencontainers.image.created="2024-01-14T14:14:03Z" \
+      org.opencontainers.image.created="2024-01-20T02:55:09Z" \
       org.opencontainers.image.description="Application packaged by VMware, Inc" \
       org.opencontainers.image.licenses="Apache-2.0" \
-      org.opencontainers.image.ref.name="2.1.2-debian-11-r1" \
+      org.opencontainers.image.ref.name="2.1.2-debian-11-r2" \
       org.opencontainers.image.title="pytorch" \
       org.opencontainers.image.vendor="VMware, Inc." \
       org.opencontainers.image.version="2.1.2"
@@ -42,6 +42,7 @@ RUN apt-get autoremove --purge -y curl && \
     apt-get update && apt-get upgrade -y && \
     apt-get clean && rm -rf /var/lib/apt/lists /var/cache/apt/archives
 RUN chmod g+rwX /opt/bitnami
+RUN find / -perm /6000 -type f -exec chmod a-s {} \; || true
 RUN mkdir /.local && chmod g+rwX /.local
 
 COPY rootfs /
diff --git a/bitnami/pytorch/README.md b/bitnami/pytorch/README.md
index 46dce5074d36..2e82020e10a0 100644
--- a/bitnami/pytorch/README.md
+++ b/bitnami/pytorch/README.md
@@ -13,13 +13,6 @@ Trademarks: This software listing is packaged by Bitnami. The respective tradema
 docker run -it --name pytorch bitnami/pytorch
 ```
 
-### Docker Compose
-
-```console
-curl -sSL https://raw.githubusercontent.com/bitnami/containers/main/bitnami/pytorch/docker-compose.yml > docker-compose.yml
-docker-compose up -d
-```
-
 ## Why use Bitnami Images?
 
 * Bitnami closely tracks upstream source changes and promptly publishes new versions of this image using our automated systems.
@@ -144,6 +137,12 @@ docker-compose up pytorch
 
 This version removes miniconda in favour of pip. This creates a smaller container and least prone to security issues. Users extending this container with other packages will need to switch from conda to pip commands.
 
+## Using `docker-compose.yaml`
+
+Please be aware this file has not undergone internal testing. Consequently, we advise its use exclusively for development or testing purposes. For production-ready deployments, we highly recommend utilizing its associated [Bitnami Helm chart](https://github.com/bitnami/charts/tree/main/bitnami/pytorch).
+
+If you detect any issue in the `docker-compose.yaml` file, feel free to report it or contribute with a fix by following our [Contributing Guidelines](https://github.com/bitnami/containers/blob/main/CONTRIBUTING.md).
+
 ## Contributing
 
 We'd love for you to contribute to this Docker image. You can request new features by creating an [issue](https://github.com/bitnami/containers/issues) or submitting a [pull request](https://github.com/bitnami/containers/pulls) with your contribution.