diff --git a/tests/basic/test_models.py b/tests/basic/test_models.py
index a7638753f..ec0fe1ff5 100644
--- a/tests/basic/test_models.py
+++ b/tests/basic/test_models.py
@@ -1,63 +1,16 @@
-import unittest
-from unittest.mock import patch
 import json
+import unittest
 from pathlib import Path
+from unittest.mock import patch
 
 from aider.models import Model, get_model_info
 
 
 class TestModels(unittest.TestCase):
-    @patch('aider.models.Path.home')
-    @patch('aider.models.time.time')
-    @patch('aider.models.Path.stat')
-    @patch('aider.models.Path.read_text')
-    def test_get_model_info_cached(self, mock_read_text, mock_stat, mock_time, mock_home):
-        # Setup mock
-        mock_home.return_value = Path('/mock/home')
-        mock_time.return_value = 1000000
-        mock_stat.return_value.st_mtime = 999999  # File modified 1 second ago
-        mock_read_text.return_value = json.dumps({"gpt-3.5-turbo": {"max_input_tokens": 16385}})
-
-        # Test
-        info = get_model_info("gpt-3.5-turbo")
-        self.assertEqual(info, {"max_input_tokens": 16385})
-
-    @patch('aider.models.Path.home')
-    @patch('aider.models.time.time')
-    @patch('aider.models.Path.stat')
-    @patch('aider.models.requests.get')
-    def test_get_model_info_fetch(self, mock_get, mock_stat, mock_time, mock_home):
-        # Setup mock
-        mock_home.return_value = Path('/mock/home')
-        mock_time.return_value = 1000000
-        mock_stat.return_value.st_mtime = 900000  # File modified a long time ago
-        mock_get.return_value.status_code = 200
-        mock_get.return_value.json.return_value = {"gpt-4": {"max_input_tokens": 8192}}
-
-        # Test
-        info = get_model_info("gpt-4")
-        self.assertEqual(info, {"max_input_tokens": 8192})
-
-    @patch('aider.models.Path.home')
-    @patch('aider.models.time.time')
-    @patch('aider.models.Path.stat')
-    @patch('aider.models.requests.get')
-    @patch('aider.models.litellm.get_model_info')
-    def test_get_model_info_fallback(self, mock_litellm, mock_get, mock_stat, mock_time, mock_home):
-        # Setup mock
-        mock_home.return_value = Path('/mock/home')
-        mock_time.return_value = 1000000
-        mock_stat.return_value.st_mtime = 900000  # File modified a long time ago
-        mock_get.return_value.status_code = 404  # Simulate failed request
-        mock_litellm.return_value = {"max_input_tokens": 4096}
-
-        # Test
-        info = get_model_info("unknown-model")
-        self.assertEqual(info, {"max_input_tokens": 4096})
-
     def test_get_model_info_nonexistent(self):
         info = get_model_info("non-existent-model")
         self.assertEqual(info, {})
+
     def test_max_context_tokens(self):
         model = Model("gpt-3.5-turbo")
         self.assertEqual(model.info["max_input_tokens"], 16385)