diff --git a/CHANGELOG.md b/CHANGELOG.md
index b899254..2d0e54b 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,8 @@
 # Changelog
 
+## [0.5.4] - 2023-03-31
+- Use tarantool image as base instead of centos in cartridge container
+
 ## [0.5.3] - 2022-11-14
 - Bump logback-classic to 1.3.4 to fix logging
 - Bump slf4j-api to 2.0.3
diff --git a/src/main/resources/Dockerfile b/src/main/resources/Dockerfile
index d25d795..64033b9 100644
--- a/src/main/resources/Dockerfile
+++ b/src/main/resources/Dockerfile
@@ -1,5 +1,5 @@
-FROM centos:7 AS tarantool-base
-ARG TARANTOOL_VERSION=2.8
+ARG TARANTOOL_VERSION=2.10.5
+FROM tarantool/tarantool:${TARANTOOL_VERSION}-centos7 AS tarantool-base
 ARG TARANTOOL_SERVER_USER="root"
 ARG TARANTOOL_SERVER_GROUP="root"
 ARG TARANTOOL_WORKDIR="/app"
@@ -10,8 +10,7 @@ ENV TARANTOOL_WORKDIR=$TARANTOOL_WORKDIR
 ENV TARANTOOL_RUNDIR=$TARANTOOL_RUNDIR
 ENV TARANTOOL_DATADIR=$TARANTOOL_DATADIR
 ENV TARANTOOL_INSTANCES_FILE=$TARANTOOL_INSTANCES_FILE
-RUN curl -L https://tarantool.io/installer.sh | VER=$TARANTOOL_VERSION /bin/bash -s -- --repo-only && \
-    yum -y install cmake make gcc gcc-c++ git unzip tarantool tarantool-devel cartridge-cli && \
+RUN yum -y install cmake make gcc gcc-c++ git unzip cartridge-cli && \
     yum clean all
 RUN groupadd $TARANTOOL_SERVER_GROUP && useradd -m -s /bin/bash $TARANTOOL_SERVER_USER || true
 USER $TARANTOOL_SERVER_USER:$TARANTOOL_SERVER_GROUP