diff --git a/mlflow/2.18.0/22.03-lts-sp1/Dockerfile b/mlflow/2.18.0/22.03-lts-sp1/Dockerfile
new file mode 100644
index 0000000000000000000000000000000000000000..9bca8839d59ded4561d35831a7d9af5b0d8ff6d3
--- /dev/null
+++ b/mlflow/2.18.0/22.03-lts-sp1/Dockerfile
@@ -0,0 +1,19 @@
+ARG BASE=openeuler/openeuler:22.03-lts-sp1
+
+FROM ${BASE}
+
+ARG VERSION=2.18.0
+
+RUN yum install -y python3-pip && yum clean all
+
+RUN pip3 install mlflow==${VERSION} -i https://pypi.tuna.tsinghua.edu.cn/simple && \
+    groupadd --gid 10001 mlflow && \
+    useradd --uid 10001 --gid mlflow --shell /bin/bash --create-home mlflow && \
+    mkdir -p /mlflow && \
+    chown mlflow:mlflow /mlflow
+
+USER 10001
+
+ENV MLFLOW_TRACKING_URI=/mlflow
+
+CMD ["mlflow", "server", "--backend-store-uri", "/mlflow", "--default-artifact-root", "/mlflow", "--host", "0.0.0.0"]
diff --git a/mlflow/2.18.0/22.03-lts-sp3/Dockerfile b/mlflow/2.18.0/22.03-lts-sp3/Dockerfile
new file mode 100644
index 0000000000000000000000000000000000000000..0d7823a6c48be51bd482e025675f03e318362e64
--- /dev/null
+++ b/mlflow/2.18.0/22.03-lts-sp3/Dockerfile
@@ -0,0 +1,19 @@
+ARG BASE=openeuler/openeuler:22.03-lts-sp3
+
+FROM ${BASE}
+
+ARG VERSION=2.18.0
+
+RUN yum install -y python3-pip && yum clean all
+
+RUN pip3 install mlflow==${VERSION} -i https://pypi.tuna.tsinghua.edu.cn/simple && \
+    groupadd --gid 10001 mlflow && \
+    useradd --uid 10001 --gid mlflow --shell /bin/bash --create-home mlflow && \
+    mkdir -p /mlflow && \
+    chown mlflow:mlflow /mlflow
+
+USER 10001
+
+ENV MLFLOW_TRACKING_URI=/mlflow
+
+CMD ["mlflow", "server", "--backend-store-uri", "/mlflow", "--default-artifact-root", "/mlflow", "--host", "0.0.0.0"]
diff --git a/mlflow/2.18.0/22.03-lts-sp4/Dockerfile b/mlflow/2.18.0/22.03-lts-sp4/Dockerfile
new file mode 100644
index 0000000000000000000000000000000000000000..64506b7099897aac58909b9273375377268d0b70
--- /dev/null
+++ b/mlflow/2.18.0/22.03-lts-sp4/Dockerfile
@@ -0,0 +1,19 @@
+ARG BASE=openeuler/openeuler:22.03-lts-sp4
+
+FROM ${BASE}
+
+ARG VERSION=2.18.0
+
+RUN yum install -y python3-pip && yum clean all
+
+RUN pip3 install mlflow==${VERSION} -i https://pypi.tuna.tsinghua.edu.cn/simple && \
+    groupadd --gid 10001 mlflow && \
+    useradd --uid 10001 --gid mlflow --shell /bin/bash --create-home mlflow && \
+    mkdir -p /mlflow && \
+    chown mlflow:mlflow /mlflow
+
+USER 10001
+
+ENV MLFLOW_TRACKING_URI=/mlflow
+
+CMD ["mlflow", "server", "--backend-store-uri", "/mlflow", "--default-artifact-root", "/mlflow", "--host", "0.0.0.0"]
diff --git a/mlflow/2.18.0/24.03-lts/Dockerfile b/mlflow/2.18.0/24.03-lts/Dockerfile
new file mode 100644
index 0000000000000000000000000000000000000000..3545a447806e7aadac90a4fe2dc36ad37b377757
--- /dev/null
+++ b/mlflow/2.18.0/24.03-lts/Dockerfile
@@ -0,0 +1,19 @@
+ARG BASE=openeuler/openeuler:24.03-lts
+
+FROM ${BASE}
+
+ARG VERSION=2.18.0
+
+RUN yum install -y python3-pip shadow-utils && yum clean all
+
+RUN pip3 install mlflow==${VERSION} -i https://pypi.tuna.tsinghua.edu.cn/simple && \
+    groupadd --gid 10001 mlflow && \
+    useradd --uid 10001 --gid mlflow --shell /bin/bash --create-home mlflow && \
+    mkdir -p /mlflow && \
+    chown mlflow:mlflow /mlflow
+
+USER 10001
+
+ENV MLFLOW_TRACKING_URI=/mlflow
+
+CMD ["mlflow", "server", "--backend-store-uri", "/mlflow", "--default-artifact-root", "/mlflow", "--host", "0.0.0.0"]
diff --git a/mlflow/meta.yml b/mlflow/meta.yml
index 08d240e35c37805b4d51ee7c0fb8d47427ccd357..3ba73c2c101b232498aeebd7276a0ae7f984f1e8 100644
--- a/mlflow/meta.yml
+++ b/mlflow/meta.yml
@@ -29,4 +29,12 @@
 2.17.2-oe2203sp4:
   path: mlflow/2.17.2/22.03-lts-sp4/Dockerfile
 2.17.2-oe2403lts:
-  path: mlflow/2.17.2/24.03-lts/Dockerfile
\ No newline at end of file
+  path: mlflow/2.17.2/24.03-lts/Dockerfile
+2.18.0-oe2403lts:
+  path: mlflow/2.18.0/24.03-lts/Dockerfile
+2.18.0-oe2203sp3:
+  path: mlflow/2.18.0/22.03-lts-sp3/Dockerfile
+2.18.0-oe2203sp4:
+  path: mlflow/2.18.0/22.03-lts-sp4/Dockerfile
+2.18.0-oe2203sp1:
+  path: mlflow/2.18.0/22.03-lts-sp1/Dockerfile
\ No newline at end of file