diff --git a/tests/tests_pytorch/callbacks/test_early_stopping.py b/tests/tests_pytorch/callbacks/test_early_stopping.py
index b7e52ee549bcc..221718425d7eb 100644
--- a/tests/tests_pytorch/callbacks/test_early_stopping.py
+++ b/tests/tests_pytorch/callbacks/test_early_stopping.py
@@ -193,13 +193,11 @@ def test_pickling():
     early_stopping = EarlyStopping(monitor="foo")
 
     early_stopping_pickled = pickle.dumps(early_stopping)
-    with pytest.warns(FutureWarning, match="`weights_only=False`") if _TORCH_EQUAL_2_4_0 else nullcontext():
-        early_stopping_loaded = pickle.loads(early_stopping_pickled)
+    early_stopping_loaded = pickle.loads(early_stopping_pickled)
     assert vars(early_stopping) == vars(early_stopping_loaded)
 
     early_stopping_pickled = cloudpickle.dumps(early_stopping)
-    with pytest.warns(FutureWarning, match="`weights_only=False`") if _TORCH_EQUAL_2_4_0 else nullcontext():
-        early_stopping_loaded = cloudpickle.loads(early_stopping_pickled)
+    early_stopping_loaded = cloudpickle.loads(early_stopping_pickled)
     assert vars(early_stopping) == vars(early_stopping_loaded)
 
 
diff --git a/tests/tests_pytorch/checkpointing/test_model_checkpoint.py b/tests/tests_pytorch/checkpointing/test_model_checkpoint.py
index 97d8d3c4d0e4a..31f6db8b98272 100644
--- a/tests/tests_pytorch/checkpointing/test_model_checkpoint.py
+++ b/tests/tests_pytorch/checkpointing/test_model_checkpoint.py
@@ -352,13 +352,11 @@ def test_pickling(tmp_path):
     ckpt = ModelCheckpoint(dirpath=tmp_path)
 
     ckpt_pickled = pickle.dumps(ckpt)
-    with pytest.warns(FutureWarning, match="`weights_only=False`") if _TORCH_EQUAL_2_4_0 else nullcontext():
-        ckpt_loaded = pickle.loads(ckpt_pickled)
+    ckpt_loaded = pickle.loads(ckpt_pickled)
     assert vars(ckpt) == vars(ckpt_loaded)
 
     ckpt_pickled = cloudpickle.dumps(ckpt)
-    with pytest.warns(FutureWarning, match="`weights_only=False`") if _TORCH_EQUAL_2_4_0 else nullcontext():
-        ckpt_loaded = cloudpickle.loads(ckpt_pickled)
+    ckpt_loaded = cloudpickle.loads(ckpt_pickled)
     assert vars(ckpt) == vars(ckpt_loaded)
 
 
diff --git a/tests/tests_pytorch/core/test_metric_result_integration.py b/tests/tests_pytorch/core/test_metric_result_integration.py
index ef340d1e17ea9..6e7fa7310e115 100644
--- a/tests/tests_pytorch/core/test_metric_result_integration.py
+++ b/tests/tests_pytorch/core/test_metric_result_integration.py
@@ -254,8 +254,7 @@ def lightning_log(fx, *args, **kwargs):
         }
 
         # make sure can be pickled
-        with pytest.warns(FutureWarning, match="`weights_only=False`") if _TORCH_EQUAL_2_4_0 else nullcontext():
-            pickle.loads(pickle.dumps(result))
+        pickle.loads(pickle.dumps(result))
         # make sure can be torch.loaded
         filepath = str(tmp_path / "result")
         torch.save(result, filepath)
diff --git a/tests/tests_pytorch/helpers/test_datasets.py b/tests/tests_pytorch/helpers/test_datasets.py
index 98d77a6d9a8ad..f6d7fae4c86c5 100644
--- a/tests/tests_pytorch/helpers/test_datasets.py
+++ b/tests/tests_pytorch/helpers/test_datasets.py
@@ -44,9 +44,7 @@ def test_pickling_dataset_mnist(dataset_cls, args):
     mnist = dataset_cls(**args)
 
     mnist_pickled = pickle.dumps(mnist)
-    with pytest.warns(FutureWarning, match="`weights_only=False`") if _TORCH_EQUAL_2_4_0 else nullcontext():
-        pickle.loads(mnist_pickled)
+    pickle.loads(mnist_pickled)
 
     mnist_pickled = cloudpickle.dumps(mnist)
-    with pytest.warns(FutureWarning, match="`weights_only=False`") if _TORCH_EQUAL_2_4_0 else nullcontext():
-        cloudpickle.loads(mnist_pickled)
+    cloudpickle.loads(mnist_pickled)
diff --git a/tests/tests_pytorch/loggers/test_all.py b/tests/tests_pytorch/loggers/test_all.py
index c5b07562afb0a..480df336af6ea 100644
--- a/tests/tests_pytorch/loggers/test_all.py
+++ b/tests/tests_pytorch/loggers/test_all.py
@@ -184,12 +184,7 @@ def _test_loggers_pickle(tmp_path, monkeypatch, logger_class: Logger):
     trainer = Trainer(max_epochs=1, logger=logger)
     pkl_bytes = pickle.dumps(trainer)
 
-    with (
-        pytest.warns(FutureWarning, match="`weights_only=False`")
-        if _TORCH_EQUAL_2_4_0 or (_TORCH_GREATER_EQUAL_2_4_1 and logger_class not in (CSVLogger, TensorBoardLogger))
-        else nullcontext()
-    ):
-        trainer2 = pickle.loads(pkl_bytes)
+    trainer2 = pickle.loads(pkl_bytes)
     trainer2.logger.log_metrics({"acc": 1.0})
 
     # make sure we restored properly
diff --git a/tests/tests_pytorch/loggers/test_logger.py b/tests/tests_pytorch/loggers/test_logger.py
index de0028000cd9f..3732a45c5e81c 100644
--- a/tests/tests_pytorch/loggers/test_logger.py
+++ b/tests/tests_pytorch/loggers/test_logger.py
@@ -124,8 +124,7 @@ def test_multiple_loggers_pickle(tmp_path):
 
     trainer = Trainer(logger=[logger1, logger2])
     pkl_bytes = pickle.dumps(trainer)
-    with pytest.warns(FutureWarning, match="`weights_only=False`") if _TORCH_EQUAL_2_4_0 else nullcontext():
-        trainer2 = pickle.loads(pkl_bytes)
+    trainer2 = pickle.loads(pkl_bytes)
     for logger in trainer2.loggers:
         logger.log_metrics({"acc": 1.0}, 0)
 
diff --git a/tests/tests_pytorch/loggers/test_wandb.py b/tests/tests_pytorch/loggers/test_wandb.py
index 4e3fbb287a1f9..ddaa289172844 100644
--- a/tests/tests_pytorch/loggers/test_wandb.py
+++ b/tests/tests_pytorch/loggers/test_wandb.py
@@ -162,8 +162,7 @@ def name(self):
     assert trainer.logger.experiment, "missing experiment"
     assert trainer.log_dir == logger.save_dir
     pkl_bytes = pickle.dumps(trainer)
-    with pytest.warns(FutureWarning, match="`weights_only=False`") if _TORCH_EQUAL_2_4_0 else nullcontext():
-        trainer2 = pickle.loads(pkl_bytes)
+    trainer2 = pickle.loads(pkl_bytes)
 
     assert os.environ["WANDB_MODE"] == "dryrun"
     assert trainer2.logger.__class__.__name__ == WandbLogger.__name__