diff --git a/bitnami/pytorch/2/debian-12/Dockerfile b/bitnami/pytorch/2/debian-12/Dockerfile
index 33e5aea92b4e7..db8b1c4b7015c 100644
--- a/bitnami/pytorch/2/debian-12/Dockerfile
+++ b/bitnami/pytorch/2/debian-12/Dockerfile
@@ -7,11 +7,11 @@ ARG TARGETARCH
 
 LABEL com.vmware.cp.artifact.flavor="sha256:c50c90cfd9d12b445b011e6ad529f1ad3daea45c26d20b00732fae3cd71f6a83" \
       org.opencontainers.image.base.name="docker.io/bitnami/minideb:bookworm" \
-      org.opencontainers.image.created="2024-06-12T11:51:30Z" \
+      org.opencontainers.image.created="2024-06-29T17:31:28Z" \
       org.opencontainers.image.description="Application packaged by Broadcom, Inc." \
       org.opencontainers.image.documentation="https://github.com/bitnami/containers/tree/main/bitnami/pytorch/README.md" \
       org.opencontainers.image.licenses="Apache-2.0" \
-      org.opencontainers.image.ref.name="2.3.1-debian-12-r2" \
+      org.opencontainers.image.ref.name="2.3.1-debian-12-r3" \
       org.opencontainers.image.source="https://github.com/bitnami/containers/tree/main/bitnami/pytorch" \
       org.opencontainers.image.title="pytorch" \
       org.opencontainers.image.vendor="Broadcom, Inc." \
@@ -28,7 +28,7 @@ SHELL ["/bin/bash", "-o", "errexit", "-o", "nounset", "-o", "pipefail", "-c"]
 RUN install_packages ca-certificates curl libbz2-1.0 libcom-err2 libcrypt1 libffi8 libgcc-s1 libgomp1 libgssapi-krb5-2 libjemalloc2 libk5crypto3 libkeyutils1 libkrb5-3 libkrb5support0 liblzma5 libncursesw6 libnsl2 libreadline8 libsqlite3-0 libssl3 libstdc++6 libtinfo6 libtirpc3 numactl procps zlib1g
 RUN mkdir -p /tmp/bitnami/pkg/cache/ ; cd /tmp/bitnami/pkg/cache/ ; \
     COMPONENTS=( \
-      "python-3.11.9-10-linux-${OS_ARCH}-debian-12" \
+      "python-3.11.9-11-linux-${OS_ARCH}-debian-12" \
       "pytorch-2.3.1-0-linux-${OS_ARCH}-debian-12" \
     ) ; \
     for COMPONENT in "${COMPONENTS[@]}"; do \
diff --git a/bitnami/pytorch/2/debian-12/prebuildfs/opt/bitnami/.bitnami_components.json b/bitnami/pytorch/2/debian-12/prebuildfs/opt/bitnami/.bitnami_components.json
index 86a08bf24d098..638d7e32cb4af 100644
--- a/bitnami/pytorch/2/debian-12/prebuildfs/opt/bitnami/.bitnami_components.json
+++ b/bitnami/pytorch/2/debian-12/prebuildfs/opt/bitnami/.bitnami_components.json
@@ -3,7 +3,7 @@
         "arch": "amd64",
         "distro": "debian-12",
         "type": "NAMI",
-        "version": "3.11.9-10"
+        "version": "3.11.9-11"
     },
     "pytorch": {
         "arch": "amd64",
diff --git a/bitnami/pytorch/README.md b/bitnami/pytorch/README.md
index 3c96b9199e1df..89b45c1c68b29 100644
--- a/bitnami/pytorch/README.md
+++ b/bitnami/pytorch/README.md
@@ -22,7 +22,7 @@ docker run -it --name pytorch bitnami/pytorch
 * All Bitnami images available in Docker Hub are signed with [Notation](https://notaryproject.dev/). [Check this post](https://blog.bitnami.com/2024/03/bitnami-packaged-containers-and-helm.html) to know how to verify the integrity of the images.
 * Bitnami container images are released on a regular basis with the latest distribution packages available.
 
-Looking to use PyTorch in production? Try [VMware Tanzu Application Catalog](https://bitnami.com/enterprise), the enterprise edition of Bitnami Application Catalog.
+Looking to use PyTorch in production? Try [VMware Tanzu Application Catalog](https://bitnami.com/enterprise), the commercial edition of the Bitnami catalog.
 
 ## Why use a non-root container?