diff --git a/bitnami/mlflow/3/debian-12/Dockerfile b/bitnami/mlflow/3/debian-12/Dockerfile
index 0955889c0418..19190d54cc2c 100644
--- a/bitnami/mlflow/3/debian-12/Dockerfile
+++ b/bitnami/mlflow/3/debian-12/Dockerfile
@@ -7,13 +7,13 @@ 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="2026-09-02T06:38:28Z" \
+      org.opencontainers.image.created="2026-09-04T12:38:27Z" \
       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" \
       org.opencontainers.image.title="mlflow" \
       org.opencontainers.image.vendor="Broadcom, Inc." \
-      org.opencontainers.image.version="3.15.2"
+      org.opencontainers.image.version="3.16.0"
 
 ENV HOME="/" \
     OS_ARCH="${TARGETARCH:-amd64}" \
@@ -28,9 +28,9 @@ RUN --mount=type=secret,id=downloads_url,env=SECRET_DOWNLOADS_URL \
     DOWNLOADS_URL=${SECRET_DOWNLOADS_URL:-${DOWNLOADS_URL}} ; \
     mkdir -p /tmp/bitnami/pkg/cache/ ; cd /tmp/bitnami/pkg/cache/ || exit 1 ; \
     COMPONENTS=( \
-      "python-3.12.14-3-linux-${OS_ARCH}-debian-12" \
+      "python-3.12.14-4-linux-${OS_ARCH}-debian-12" \
       "postgresql-lib-18.6.0-0-linux-${OS_ARCH}-debian-12" \
-      "mlflow-3.15.2-0-linux-${OS_ARCH}-debian-12" \
+      "mlflow-3.16.0-0-linux-${OS_ARCH}-debian-12" \
     ) ; \
     for COMPONENT in "${COMPONENTS[@]}"; do \
       if [ ! -f "${COMPONENT}.tar.gz" ]; then \
@@ -49,9 +49,9 @@ RUN mkdir /.local && chmod g+rwX /.local
 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="3.15.2" \
+ENV APP_VERSION="3.16.0" \
     BITNAMI_APP_NAME="mlflow" \
-    IMAGE_REVISION="1" \
+    IMAGE_REVISION="0" \
     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/mlflow-3.15.2-0-linux-amd64-debian-12.tar.gz.sha256 b/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/checksums/mlflow-3.15.2-0-linux-amd64-debian-12.tar.gz.sha256
deleted file mode 100644
index 032f3235c4a2..000000000000
--- a/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/checksums/mlflow-3.15.2-0-linux-amd64-debian-12.tar.gz.sha256
+++ /dev/null
@@ -1 +0,0 @@
-6f228d67474b3016f68bdf5a19a40c044962afd254c05643e8df8c8f28dea07b  mlflow-3.15.2-0-linux-amd64-debian-12.tar.gz
diff --git a/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/checksums/mlflow-3.15.2-0-linux-arm64-debian-12.tar.gz.sha256 b/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/checksums/mlflow-3.15.2-0-linux-arm64-debian-12.tar.gz.sha256
deleted file mode 100644
index 2a84d27e08e8..000000000000
--- a/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/checksums/mlflow-3.15.2-0-linux-arm64-debian-12.tar.gz.sha256
+++ /dev/null
@@ -1 +0,0 @@
-96386310e2058925f04997cc4d4c3c43906736b07b522a153116434c9c49cd85  mlflow-3.15.2-0-linux-arm64-debian-12.tar.gz
diff --git a/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/checksums/mlflow-3.16.0-0-linux-amd64-debian-12.tar.gz.sha256 b/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/checksums/mlflow-3.16.0-0-linux-amd64-debian-12.tar.gz.sha256
new file mode 100644
index 000000000000..aa33ac6dfb7b
--- /dev/null
+++ b/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/checksums/mlflow-3.16.0-0-linux-amd64-debian-12.tar.gz.sha256
@@ -0,0 +1 @@
+ca4fe28617783c33851a44a06c190a6d177b39c9c2db2b0722642765e2ef4241  mlflow-3.16.0-0-linux-amd64-debian-12.tar.gz
diff --git a/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/checksums/mlflow-3.16.0-0-linux-arm64-debian-12.tar.gz.sha256 b/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/checksums/mlflow-3.16.0-0-linux-arm64-debian-12.tar.gz.sha256
new file mode 100644
index 000000000000..c26df374a54e
--- /dev/null
+++ b/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/checksums/mlflow-3.16.0-0-linux-arm64-debian-12.tar.gz.sha256
@@ -0,0 +1 @@
+f84d989ee03b0ce7521e93dfc52245b84cff801e9c42b3d81001bddf30eb7b9a  mlflow-3.16.0-0-linux-arm64-debian-12.tar.gz
diff --git a/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/checksums/python-3.12.14-3-linux-amd64-debian-12.tar.gz.sha256 b/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/checksums/python-3.12.14-3-linux-amd64-debian-12.tar.gz.sha256
deleted file mode 100644
index 5a548d8fd615..000000000000
--- a/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/checksums/python-3.12.14-3-linux-amd64-debian-12.tar.gz.sha256
+++ /dev/null
@@ -1 +0,0 @@
-3d25ee3bf33e805127619c09ca97780c90dd71b4332e1b49a979287018ac7485  python-3.12.14-3-linux-amd64-debian-12.tar.gz
diff --git a/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/checksums/python-3.12.14-3-linux-arm64-debian-12.tar.gz.sha256 b/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/checksums/python-3.12.14-3-linux-arm64-debian-12.tar.gz.sha256
deleted file mode 100644
index fb008ef2f977..000000000000
--- a/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/checksums/python-3.12.14-3-linux-arm64-debian-12.tar.gz.sha256
+++ /dev/null
@@ -1 +0,0 @@
-68b96eea8c43d6528802cbc64bf4d8b5681df6c86a7834dc619992bd2b3140dc  python-3.12.14-3-linux-arm64-debian-12.tar.gz
diff --git a/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/checksums/python-3.12.14-4-linux-amd64-debian-12.tar.gz.sha256 b/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/checksums/python-3.12.14-4-linux-amd64-debian-12.tar.gz.sha256
new file mode 100644
index 000000000000..961e7168b744
--- /dev/null
+++ b/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/checksums/python-3.12.14-4-linux-amd64-debian-12.tar.gz.sha256
@@ -0,0 +1 @@
+a8054ce5d5073c2dcc795834b5cf81d18dd7b6cf95263b2e89504153f68203a1  python-3.12.14-4-linux-amd64-debian-12.tar.gz
diff --git a/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/checksums/python-3.12.14-4-linux-arm64-debian-12.tar.gz.sha256 b/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/checksums/python-3.12.14-4-linux-arm64-debian-12.tar.gz.sha256
new file mode 100644
index 000000000000..c11d1bf85db7
--- /dev/null
+++ b/bitnami/mlflow/3/debian-12/prebuildfs/opt/bitnami/checksums/python-3.12.14-4-linux-arm64-debian-12.tar.gz.sha256
@@ -0,0 +1 @@
+a0c7bf1d1312aca5734e1cf7019807fe248f4a3fd7d28a5d7e760b2a1a4dc99b  python-3.12.14-4-linux-arm64-debian-12.tar.gz