diff --git a/bitnami/mlflow/3/debian-12/Dockerfile b/bitnami/mlflow/3/debian-12/Dockerfile
index 4c0aabe28439..c32b948f9e50 100644
--- a/bitnami/mlflow/3/debian-12/Dockerfile
+++ b/bitnami/mlflow/3/debian-12/Dockerfile
@@ -7,7 +7,7 @@ ARG DOWNLOADS_URL="https://downloads.bitnami.com/files/stacksmith"
 ARG TARGETARCH
 
 LABEL org.opencontainers.image.base.name="docker.io/bitnami/minideb:bookworm" \
-      org.opencontainers.image.created="2026-07-03T19:11:06Z" \
+      org.opencontainers.image.created="2026-07-12T15:28:18Z" \
       org.opencontainers.image.description="Application packaged by Broadcom, Inc." \
       org.opencontainers.image.documentation="https://github.com/bitnami/containers/tree/main/bitnami/mlflow/README.md" \
       org.opencontainers.image.source="https://github.com/bitnami/containers/tree/main/bitnami/mlflow" \
@@ -28,7 +28,7 @@ RUN --mount=type=secret,id=downloads_url,env=SECRET_DOWNLOADS_URL \
     DOWNLOADS_URL=${SECRET_DOWNLOADS_URL:-${DOWNLOADS_URL}} ; \
     mkdir -p /tmp/bitnami/pkg/cache/ ; cd /tmp/bitnami/pkg/cache/ || exit 1 ; \
     COMPONENTS=( \
-      "python-3.12.13-16-linux-${OS_ARCH}-debian-12" \
+      "python-3.12.13-18-linux-${OS_ARCH}-debian-12" \
       "postgresql-lib-18.4.0-0-linux-${OS_ARCH}-debian-12" \
       "mlflow-3.14.0-1-linux-${OS_ARCH}-debian-12" \
     ) ; \
@@ -51,7 +51,7 @@ RUN uninstall_packages curl
 RUN mkdir -p /app/mlruns /app/mlartifacts /bitnami/mlflow && chmod g+rwX /app /app/mlruns /app/mlartifacts /bitnami/mlflow && ln -s /opt/bitnami/python/lib/*/site-packages/mlflow/server/auth/ /bitnami/mlflow-basic-auth
 ENV APP_VERSION="3.14.0" \
     BITNAMI_APP_NAME="mlflow" \
-    IMAGE_REVISION="1" \
+    IMAGE_REVISION="2" \
     LD_LIBRARY_PATH="/opt/bitnami/postgresql/lib" \
     PATH="/opt/bitnami/python/bin:$PATH"
 
diff --git a/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/checksums/python-3.12.13-16-linux-amd64-debian-12.tar.gz.sha256 b/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/checksums/python-3.12.13-16-linux-amd64-debian-12.tar.gz.sha256
deleted file mode 100644
index 66612418a2c8..000000000000
--- a/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/checksums/python-3.12.13-16-linux-amd64-debian-12.tar.gz.sha256
+++ /dev/null
@@ -1 +0,0 @@
-383ae25265a900b0c678de59a1ddb7687b971aeca4bc5d22fda63204e318de70  python-3.12.13-16-linux-amd64-debian-12.tar.gz
diff --git a/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/checksums/python-3.12.13-16-linux-arm64-debian-12.tar.gz.sha256 b/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/checksums/python-3.12.13-16-linux-arm64-debian-12.tar.gz.sha256
deleted file mode 100644
index 0180db0ac9d1..000000000000
--- a/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/checksums/python-3.12.13-16-linux-arm64-debian-12.tar.gz.sha256
+++ /dev/null
@@ -1 +0,0 @@
-d561b865f8edbade9b720b92e8c1a9eb3500de9f177acd8a8e2a56007ca83189  python-3.12.13-16-linux-arm64-debian-12.tar.gz
diff --git a/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/checksums/python-3.12.13-18-linux-amd64-debian-12.tar.gz.sha256 b/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/checksums/python-3.12.13-18-linux-amd64-debian-12.tar.gz.sha256
new file mode 100644
index 000000000000..9fd4f7961079
--- /dev/null
+++ b/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/checksums/python-3.12.13-18-linux-amd64-debian-12.tar.gz.sha256
@@ -0,0 +1 @@
+36f9be8a9ef49bd085e60b7f3fef0833e6dbaa1780a6e734e0fdef42677536c1  python-3.12.13-18-linux-amd64-debian-12.tar.gz
diff --git a/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/checksums/python-3.12.13-18-linux-arm64-debian-12.tar.gz.sha256 b/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/checksums/python-3.12.13-18-linux-arm64-debian-12.tar.gz.sha256
new file mode 100644
index 000000000000..ee5587328d04
--- /dev/null
+++ b/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/checksums/python-3.12.13-18-linux-arm64-debian-12.tar.gz.sha256
@@ -0,0 +1 @@
+8f27b4428cc9bd49d36b0af53a05f78edf644163845f22168759088ac64a9c14  python-3.12.13-18-linux-arm64-debian-12.tar.gz
diff --git a/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/scripts/libservice.sh b/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/scripts/libservice.sh
index a8293800d55c..c1d60a5c5f42 100644
--- a/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/scripts/libservice.sh
+++ b/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/scripts/libservice.sh
@@ -424,3 +424,23 @@ EOF
 WantedBy=bitnami.service
 EOF
 }
+
+########################
+# Register a SIGTERM handler that forwards the signal to all child processes.
+# Should be called at the start of run.sh, before launching any background processes.
+# Globals:
+#   None
+# Arguments:
+#   None
+# Returns:
+#   None
+#########################
+service_register_term_forwarder() {
+    _service_forward_term() {
+        warn "Caught signal SIGTERM, passing it to child processes..."
+        pgrep -P $$ | xargs kill -TERM 2>/dev/null
+        wait
+        exit $?
+    }
+    trap _service_forward_term TERM
+}