diff --git a/hermione/data/project_artifacts/shared/pyspark/requirements.txt b/hermione/data/project_artifacts/shared/pyspark/requirements.txt
index 30fdfc2..5ee3eea 100644
--- a/hermione/data/project_artifacts/shared/pyspark/requirements.txt
+++ b/hermione/data/project_artifacts/shared/pyspark/requirements.txt
@@ -3,7 +3,7 @@ joblib==1.0.1
 matplotlib==3.3.4
 pyspark==3.1.2
 numpy==1.21.0
-mlflow==1.23.1
+mlflow==2.3.1
 Unidecode==1.2.0
 seaborn==0.11.1
 PyYAML==6.0
\ No newline at end of file
diff --git a/hermione/data/project_artifacts/shared/requirements.txt b/hermione/data/project_artifacts/shared/requirements.txt
index c27626d..3600b7f 100644
--- a/hermione/data/project_artifacts/shared/requirements.txt
+++ b/hermione/data/project_artifacts/shared/requirements.txt
@@ -2,7 +2,7 @@ hermione-ml==0.9.2
 category-encoders==2.4.0
 coverage==6.3.2
 matplotlib==3.5.1
-mlflow==1.24.0
+mlflow==2.3.1
 mlxtend==0.19.0
 numpy==1.21.5
 pandas==1.3.5