diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index e0587525e..44f489346 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -124,8 +124,11 @@ jobs:
     runs-on: ${{ matrix.os }}
     strategy:
       matrix:
-        os: [ "macos-latest", "macos-13" ]
+        os: [ "macos-latest", "macos-13", "macos-14" ]
         python-version: ["3.9", "3.10", "3.11", "3.12"]
+        exclude:
+          - os: "macos-14"
+            python-version: "3.9"
 
     steps:
     - uses: actions/checkout@v4
@@ -154,7 +157,7 @@ jobs:
       run: |
         cd build_helpers && ./install_ta-lib.sh ${HOME}/dependencies/; cd ..
 
-    - name: Installation - macOS
+    - name: Installation - macOS (Brew)
       run: |
         # brew update
         # TODO: Should be the brew upgrade
@@ -177,6 +180,9 @@ jobs:
         rm /usr/local/bin/python3.12-config || true
 
         brew install hdf5 c-blosc libomp
+
+    - name: Installation (python)
+      run: |
         python -m pip install --upgrade pip wheel
         export LD_LIBRARY_PATH=${HOME}/dependencies/lib:$LD_LIBRARY_PATH
         export TA_LIBRARY_PATH=${HOME}/dependencies/lib
diff --git a/tests/freqai/conftest.py b/tests/freqai/conftest.py
index 81d72d92a..55f0296a3 100644
--- a/tests/freqai/conftest.py
+++ b/tests/freqai/conftest.py
@@ -25,10 +25,15 @@ def is_mac() -> bool:
     return "Darwin" in machine
 
 
+def is_arm() -> bool:
+    machine = platform.machine()
+    return "arm" in machine or "aarch64" in machine
+
+
 @pytest.fixture(autouse=True)
 def patch_torch_initlogs(mocker) -> None:
 
-    if is_mac():
+    if is_mac() and not is_arm():
         # Mock torch import completely
         import sys
         import types
diff --git a/tests/freqai/test_freqai_interface.py b/tests/freqai/test_freqai_interface.py
index e3c286fcd..2e42f000e 100644
--- a/tests/freqai/test_freqai_interface.py
+++ b/tests/freqai/test_freqai_interface.py
@@ -1,5 +1,4 @@
 import logging
-import platform
 import shutil
 from pathlib import Path
 from unittest.mock import MagicMock
@@ -15,13 +14,8 @@ from freqtrade.optimize.backtesting import Backtesting
 from freqtrade.persistence import Trade
 from freqtrade.plugins.pairlistmanager import PairListManager
 from tests.conftest import EXMS, create_mock_trades, get_patched_exchange, log_has_re
-from tests.freqai.conftest import (get_patched_freqai_strategy, is_mac, is_py12, make_rl_config,
-                                   mock_pytorch_mlp_model_training_parameters)
-
-
-def is_arm() -> bool:
-    machine = platform.machine()
-    return "arm" in machine or "aarch64" in machine
+from tests.freqai.conftest import (get_patched_freqai_strategy, is_arm, is_mac, is_py12,
+                                   make_rl_config, mock_pytorch_mlp_model_training_parameters)
 
 
 def can_run_model(model: str) -> None:
@@ -243,7 +237,7 @@ def test_extract_data_and_train_model_Classifiers(mocker, freqai_conf, model):
 def test_start_backtesting(mocker, freqai_conf, model, num_files, strat, caplog):
     can_run_model(model)
     test_tb = True
-    if is_mac():
+    if is_mac() and not is_arm():
         test_tb = False
 
     freqai_conf.get("freqai", {}).update({"save_backtest_models": True})