diff --git a/tests/pipelines/test_pipelines.py b/tests/pipelines/test_pipelines.py
index 3a6981361268..5b86423553c5 100644
--- a/tests/pipelines/test_pipelines.py
+++ b/tests/pipelines/test_pipelines.py
@@ -28,6 +28,7 @@
 
 import numpy as np
 import PIL.Image
+import pytest
 import requests_mock
 import safetensors.torch
 import torch
@@ -62,10 +63,7 @@
 )
 from diffusers.pipelines.pipeline_utils import _get_pipeline_class
 from diffusers.schedulers.scheduling_utils import SCHEDULER_CONFIG_NAME
-from diffusers.utils import (
-    CONFIG_NAME,
-    WEIGHTS_NAME,
-)
+from diffusers.utils import CONFIG_NAME, WEIGHTS_NAME, is_transformers_version
 from diffusers.utils.torch_utils import is_compiled_module
 
 from ..testing_utils import (
@@ -584,6 +582,7 @@ def test_download_variants_with_sharded_checkpoints(self):
                     assert not any(f.endswith(unexpected_ext) for f in files)
                     assert all(variant in f for f in model_files if f.endswith(model_ext) and variant is not None)
 
+    @pytest.mark.xfail(condition=is_transformers_version(">", "4.56.2"), reason="Some import error", strict=True)
     def test_download_legacy_variants_with_sharded_ckpts_raises_warning(self):
         repo_id = "hf-internal-testing/tiny-stable-diffusion-pipe-variants-all-kinds"
         logger = logging.get_logger("diffusers.pipelines.pipeline_utils")
@@ -690,6 +689,7 @@ def test_download_bin_variant_does_not_exist_for_model(self):
                 )
             assert "Error no file name" in str(error_context.exception)
 
+    @pytest.mark.xfail(condition=is_transformers_version(">", "4.56.2"), reason="Some import error", strict=True)
     def test_local_save_load_index(self):
         prompt = "hello"
         for variant in [None, "fp16"]:
@@ -1584,6 +1584,7 @@ def test_save_safe_serialization(self):
             assert pipeline.scheduler is not None
             assert pipeline.feature_extractor is not None
 
+    @pytest.mark.xfail(condition=is_transformers_version(">", "4.56.2"), reason="Some import error", strict=True)
     def test_no_pytorch_download_when_doing_safetensors(self):
         # by default we don't download
         with tempfile.TemporaryDirectory() as tmpdirname:
@@ -1603,6 +1604,7 @@ def test_no_pytorch_download_when_doing_safetensors(self):
             # pytorch does not
             assert not os.path.exists(os.path.join(path, "diffusion_pytorch_model.bin"))
 
+    @pytest.mark.xfail(condition=is_transformers_version(">", "4.56.2"), reason="Some import error", strict=True)
     def test_no_safetensors_download_when_doing_pytorch(self):
         use_safetensors = False