diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 39d9ae5e0dcd7aba9d77a71db207936f9518297d..06b9dfeb725dacddd2adf0dc025098d03270f9c1 100755
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,6 +1,6 @@
 repos:
 -   repo: https://github.com/Lucas-C/pre-commit-hooks.git
-    sha: v1.0.1
+    rev: v1.1.14
     hooks:
     -   id: remove-crlf
         files: (?!.*third_party)^.*$ | (?!.*book)^.*$
diff --git a/paddle/scripts/paddle_build.sh b/paddle/scripts/paddle_build.sh
index eac2f95d14b45fe46a285be02b03e748fe86e3ff..6ac1f6eb6b511fdf270b7986944a980c69ec1635 100755
--- a/paddle/scripts/paddle_build.sh
+++ b/paddle/scripts/paddle_build.sh
@@ -360,6 +360,10 @@ function check_style() {
     # pre-commit use python3.8.0 
     OLD_PATH=$PATH
     export PATH=/usr/local/python3.8.0/bin:/usr/local/python3.8.0/include:/usr/local/bin:${PATH}
+    
+    if ! [[ $(pre-commit --version) == *"2.17.0"* ]]; then
+        pip install pre-commit==2.17.0
+    fi
 
     pre-commit install
     clang-format --version
diff --git a/tools/codestyle/pylint_pre_commit.hook b/tools/codestyle/pylint_pre_commit.hook
index 150a3f5666bd39d30b7e6518e58a14fb5fe2f14b..f0d2f0a22d79ead1fc12c7425e1c55f7e2c3fc40 100755
--- a/tools/codestyle/pylint_pre_commit.hook
+++ b/tools/codestyle/pylint_pre_commit.hook
@@ -6,6 +6,13 @@ TOTAL_ERRORS=0
 DIR="$( cd "$( dirname "${BASH_SOURCE[0]}" )" && pwd )"
 export PYTHONPATH=$DIR:$PYTHONPATH
 
+readonly VERSION="2.12.0"
+version=$(pylint --version | grep 'pylint')
+
+if ! [[ $version == *"$VERSION"* ]]; then
+    pip install pylint==2.12.0 1>nul
+fi
+
 # The trick to remove deleted files: https://stackoverflow.com/a/2413151
 for file in $(git diff --name-status | awk '$1 != "D" {print $2}'); do
     pylint --disable=all --load-plugins=docstring_checker \
@@ -16,4 +23,3 @@ done
 exit $TOTAL_ERRORS
 #For now, just warning:
 #exit 0
-