diff --git a/requirements-freqai.txt b/requirements-freqai.txt
index e5bc23d56..9f6390e56 100644
--- a/requirements-freqai.txt
+++ b/requirements-freqai.txt
@@ -5,7 +5,7 @@
 # Required for freqai
 scikit-learn==1.1.3
 joblib==1.2.0
-catboost==1.1.1; platform_machine != 'aarch64' and 'arm' not in platform_machine and python_version < '3.11'
+catboost==1.2; 'arm' not in platform_machine
 lightgbm==3.3.5
 xgboost==1.7.5
 tensorboard==2.13.0
diff --git a/tests/freqai/test_freqai_interface.py b/tests/freqai/test_freqai_interface.py
index e27c8d2c0..95efaac52 100644
--- a/tests/freqai/test_freqai_interface.py
+++ b/tests/freqai/test_freqai_interface.py
@@ -34,7 +34,7 @@ def is_mac() -> bool:
 
 
 def can_run_model(model: str) -> None:
-    if (is_arm() or is_py11()) and "Catboost" in model:
+    if is_arm() and "Catboost" in model:
         pytest.skip("CatBoost is not supported on ARM.")
 
     is_pytorch_model = 'Reinforcement' in model or 'PyTorch' in model