diff --git a/docs/source/en/internal/file_utils.md b/docs/source/en/internal/file_utils.md
index ae483638653f..31fbc5b88110 100644
--- a/docs/source/en/internal/file_utils.md
+++ b/docs/source/en/internal/file_utils.md
@@ -41,10 +41,6 @@ Most of those are only useful if you are studying the general code in the librar
 
 [[autodoc]] utils.replace_return_docstrings
 
-## Special Properties
-
-[[autodoc]] utils.cached_property
-
 ## Other Utilities
 
 [[autodoc]] utils._LazyModule
diff --git a/docs/source/ja/internal/file_utils.md b/docs/source/ja/internal/file_utils.md
index 51a025bfc67f..0ecabad3a624 100644
--- a/docs/source/ja/internal/file_utils.md
+++ b/docs/source/ja/internal/file_utils.md
@@ -40,10 +40,6 @@ rendered properly in your Markdown viewer.
 
 [[autodoc]] utils.replace_return_docstrings
 
-## 特殊なプロパティ
-
-[[autodoc]] utils.cached_property
-
 ## その他のユーティリティ
 
 [[autodoc]] utils._LazyModule
diff --git a/docs/source/ko/internal/file_utils.md b/docs/source/ko/internal/file_utils.md
index 7effad44baa1..6dadfa286797 100644
--- a/docs/source/ko/internal/file_utils.md
+++ b/docs/source/ko/internal/file_utils.md
@@ -41,10 +41,6 @@ rendered properly in your Markdown viewer.
 
 [[autodoc]] utils.replace_return_docstrings
 
-## 특수 속성 (Special Properties) [[transformers.utils.cached_property]]
-
-[[autodoc]] utils.cached_property
-
 ## 기타 유틸리티 [[transformers.utils._LazyModule]]
 
 [[autodoc]] utils._LazyModule
diff --git a/docs/source/zh/internal/file_utils.md b/docs/source/zh/internal/file_utils.md
index ba4b4902814a..1f099b798694 100644
--- a/docs/source/zh/internal/file_utils.md
+++ b/docs/source/zh/internal/file_utils.md
@@ -20,7 +20,6 @@ rendered properly in your Markdown viewer.
 
 其中大多数仅在您研究库中的通用代码时才有用。
 
-
 ## Enums和namedtuples(命名元组)
 
 [[autodoc]] utils.ExplicitEnum
@@ -41,10 +40,6 @@ rendered properly in your Markdown viewer.
 
 [[autodoc]] utils.replace_return_docstrings
 
-## 特殊的属性
-
-[[autodoc]] utils.cached_property
-
 ## 其他实用程序
 
 [[autodoc]] utils._LazyModule
diff --git a/src/transformers/file_utils.py b/src/transformers/file_utils.py
index ac6b36d2dbcf..fc6f722262d9 100644
--- a/src/transformers/file_utils.py
+++ b/src/transformers/file_utils.py
@@ -67,7 +67,6 @@
     add_end_docstrings,
     add_start_docstrings,
     add_start_docstrings_to_model_forward,
-    cached_property,
     copy_func,
     default_cache_path,
     define_sagemaker_information,
diff --git a/src/transformers/sagemaker/training_args_sm.py b/src/transformers/sagemaker/training_args_sm.py
index 3daac7859b55..0dcd2adf931d 100644
--- a/src/transformers/sagemaker/training_args_sm.py
+++ b/src/transformers/sagemaker/training_args_sm.py
@@ -17,11 +17,12 @@
 import os
 import warnings
 from dataclasses import dataclass, field
+from functools import cached_property
 
 import torch
 
 from ..training_args import TrainingArguments
-from ..utils import cached_property, is_sagemaker_dp_enabled, logging
+from ..utils import is_sagemaker_dp_enabled, logging
 
 
 logger = logging.get_logger(__name__)
diff --git a/src/transformers/training_args.py b/src/transformers/training_args.py
index 222620958f8b..aeec8d89f0c0 100644
--- a/src/transformers/training_args.py
+++ b/src/transformers/training_args.py
@@ -20,6 +20,7 @@
 from dataclasses import asdict, dataclass, field, fields
 from datetime import timedelta
 from enum import Enum
+from functools import cached_property
 from pathlib import Path
 from typing import Any, Optional, Union
 
@@ -37,7 +38,6 @@
 from .utils import (
     ACCELERATE_MIN_VERSION,
     ExplicitEnum,
-    cached_property,
     is_accelerate_available,
     is_apex_available,
     is_ipex_available,
diff --git a/src/transformers/training_args_tf.py b/src/transformers/training_args_tf.py
index cf20503d63cc..24763dabf916 100644
--- a/src/transformers/training_args_tf.py
+++ b/src/transformers/training_args_tf.py
@@ -14,10 +14,11 @@
 
 import warnings
 from dataclasses import dataclass, field
+from functools import cached_property
 from typing import Optional
 
 from .training_args import TrainingArguments
-from .utils import cached_property, is_tf_available, logging, requires_backends
+from .utils import is_tf_available, logging, requires_backends
 
 
 logger = logging.get_logger(__name__)
diff --git a/src/transformers/utils/__init__.py b/src/transformers/utils/__init__.py
index e9df734240a8..1b4671a55e8c 100644
--- a/src/transformers/utils/__init__.py
+++ b/src/transformers/utils/__init__.py
@@ -51,7 +51,6 @@
     PaddingStrategy,
     TensorType,
     TransformersKwargs,
-    cached_property,
     can_return_loss,
     can_return_tuple,
     expand_dims,
diff --git a/src/transformers/utils/generic.py b/src/transformers/utils/generic.py
index 76d36a745188..65d221fbc4af 100644
--- a/src/transformers/utils/generic.py
+++ b/src/transformers/utils/generic.py
@@ -53,29 +53,6 @@
     from ..model_debugging_utils import model_addition_debugger_context
 
 
-class cached_property(property):
-    """
-    Descriptor that mimics @property but caches output in member variable.
-
-    From tensorflow_datasets
-
-    Built-in in functools from Python 3.8.
-    """
-
-    def __get__(self, obj, objtype=None):
-        # See docs.python.org/3/howto/descriptor.html#properties
-        if obj is None:
-            return self
-        if self.fget is None:
-            raise AttributeError("unreadable attribute")
-        attr = "__cached_" + self.fget.__name__
-        cached = getattr(obj, attr, None)
-        if cached is None:
-            cached = self.fget(obj)
-            setattr(obj, attr, cached)
-        return cached
-
-
 # vendored from distutils.util
 def strtobool(val):
     """Convert a string representation of truth to true (1) or false (0).
diff --git a/tests/models/audio_spectrogram_transformer/test_modeling_audio_spectrogram_transformer.py b/tests/models/audio_spectrogram_transformer/test_modeling_audio_spectrogram_transformer.py
index e9919d7dcde1..0e42be15c648 100644
--- a/tests/models/audio_spectrogram_transformer/test_modeling_audio_spectrogram_transformer.py
+++ b/tests/models/audio_spectrogram_transformer/test_modeling_audio_spectrogram_transformer.py
@@ -15,12 +15,13 @@
 
 import inspect
 import unittest
+from functools import cached_property
 
 from huggingface_hub import hf_hub_download
 
 from transformers import ASTConfig
 from transformers.testing_utils import require_torch, require_torchaudio, slow, torch_device
-from transformers.utils import cached_property, is_torch_available, is_torchaudio_available
+from transformers.utils import is_torch_available, is_torchaudio_available
 
 from ...test_configuration_common import ConfigTester
 from ...test_modeling_common import ModelTesterMixin, floats_tensor, ids_tensor
diff --git a/tests/models/bark/test_modeling_bark.py b/tests/models/bark/test_modeling_bark.py
index 9ad0556e1521..115e67d101e0 100644
--- a/tests/models/bark/test_modeling_bark.py
+++ b/tests/models/bark/test_modeling_bark.py
@@ -17,6 +17,7 @@
 import inspect
 import tempfile
 import unittest
+from functools import cached_property
 
 from transformers import (
     BarkCausalModel,
@@ -39,7 +40,6 @@
     slow,
     torch_device,
 )
-from transformers.utils import cached_property
 
 from ...generation.test_utils import GenerationTesterMixin
 from ...test_configuration_common import ConfigTester
diff --git a/tests/models/bart/test_modeling_bart.py b/tests/models/bart/test_modeling_bart.py
index 9d887895b941..048281832c2d 100644
--- a/tests/models/bart/test_modeling_bart.py
+++ b/tests/models/bart/test_modeling_bart.py
@@ -16,6 +16,7 @@
 import copy
 import tempfile
 import unittest
+from functools import cached_property
 
 import timeout_decorator  # noqa
 
@@ -28,7 +29,6 @@
     slow,
     torch_device,
 )
-from transformers.utils import cached_property
 
 from ...generation.test_utils import GenerationTesterMixin
 from ...test_configuration_common import ConfigTester
diff --git a/tests/models/bart/test_tokenization_bart.py b/tests/models/bart/test_tokenization_bart.py
index 81f142a8a523..18d0755a6e4f 100644
--- a/tests/models/bart/test_tokenization_bart.py
+++ b/tests/models/bart/test_tokenization_bart.py
@@ -14,11 +14,11 @@
 import json
 import os
 import unittest
+from functools import cached_property
 
 from transformers import BartTokenizer, BartTokenizerFast, BatchEncoding
 from transformers.models.roberta.tokenization_roberta import VOCAB_FILES_NAMES
 from transformers.testing_utils import require_tokenizers, require_torch
-from transformers.utils import cached_property
 
 from ...test_tokenization_common import TokenizerTesterMixin, filter_roberta_detectors
 
diff --git a/tests/models/beit/test_modeling_beit.py b/tests/models/beit/test_modeling_beit.py
index ff696f8cf607..48bfda0a4d85 100644
--- a/tests/models/beit/test_modeling_beit.py
+++ b/tests/models/beit/test_modeling_beit.py
@@ -14,6 +14,7 @@
 """Testing suite for the PyTorch BEiT model."""
 
 import unittest
+from functools import cached_property
 
 import pytest
 from datasets import load_dataset
@@ -27,7 +28,6 @@
     torch_device,
 )
 from transformers.utils import (
-    cached_property,
     is_torch_available,
     is_vision_available,
 )
diff --git a/tests/models/bert_generation/test_tokenization_bert_generation.py b/tests/models/bert_generation/test_tokenization_bert_generation.py
index 948ca66e3f80..c23d8a2cc38e 100644
--- a/tests/models/bert_generation/test_tokenization_bert_generation.py
+++ b/tests/models/bert_generation/test_tokenization_bert_generation.py
@@ -13,10 +13,10 @@
 # limitations under the License.
 
 import unittest
+from functools import cached_property
 
 from transformers import BertGenerationTokenizer
 from transformers.testing_utils import get_tests_dir, require_sentencepiece, require_torch, slow
-from transformers.utils import cached_property
 
 from ...test_tokenization_common import TokenizerTesterMixin
 
diff --git a/tests/models/big_bird/test_tokenization_big_bird.py b/tests/models/big_bird/test_tokenization_big_bird.py
index ef53889fa1dc..09ad1fe992dc 100644
--- a/tests/models/big_bird/test_tokenization_big_bird.py
+++ b/tests/models/big_bird/test_tokenization_big_bird.py
@@ -13,10 +13,10 @@
 # limitations under the License.
 
 import unittest
+from functools import cached_property
 
 from transformers import BigBirdTokenizer, BigBirdTokenizerFast
 from transformers.testing_utils import get_tests_dir, require_sentencepiece, require_tokenizers, require_torch, slow
-from transformers.utils import cached_property
 
 from ...test_tokenization_common import TokenizerTesterMixin
 
diff --git a/tests/models/bit/test_modeling_bit.py b/tests/models/bit/test_modeling_bit.py
index b8e09fa4098d..aa616c85aa6c 100644
--- a/tests/models/bit/test_modeling_bit.py
+++ b/tests/models/bit/test_modeling_bit.py
@@ -14,10 +14,11 @@
 """Testing suite for the PyTorch Bit model."""
 
 import unittest
+from functools import cached_property
 
 from transformers import BitConfig
 from transformers.testing_utils import require_torch, require_vision, slow, torch_device
-from transformers.utils import cached_property, is_torch_available, is_vision_available
+from transformers.utils import is_torch_available, is_vision_available
 
 from ...test_backbone_common import BackboneTesterMixin
 from ...test_configuration_common import ConfigTester
diff --git a/tests/models/blenderbot/test_modeling_blenderbot.py b/tests/models/blenderbot/test_modeling_blenderbot.py
index bec16cf5dc13..a6dcaaecc412 100644
--- a/tests/models/blenderbot/test_modeling_blenderbot.py
+++ b/tests/models/blenderbot/test_modeling_blenderbot.py
@@ -15,6 +15,7 @@
 
 import tempfile
 import unittest
+from functools import cached_property
 
 from transformers import BlenderbotConfig, is_torch_available
 from transformers.testing_utils import (
@@ -26,7 +27,6 @@
     slow,
     torch_device,
 )
-from transformers.utils import cached_property
 
 from ...generation.test_utils import GenerationTesterMixin
 from ...test_configuration_common import ConfigTester
diff --git a/tests/models/blenderbot/test_tokenization_blenderbot.py b/tests/models/blenderbot/test_tokenization_blenderbot.py
index 79fb8fe0623d..0997ac4bde41 100644
--- a/tests/models/blenderbot/test_tokenization_blenderbot.py
+++ b/tests/models/blenderbot/test_tokenization_blenderbot.py
@@ -15,10 +15,10 @@
 """Tests for Blenderbot Tokenizers, including common tests for BlenderbotSmallTokenizer."""
 
 import unittest
+from functools import cached_property
 
 from transformers import BlenderbotTokenizer, BlenderbotTokenizerFast
 from transformers.testing_utils import require_jinja
-from transformers.utils import cached_property
 
 
 class Blenderbot3BTokenizerTests(unittest.TestCase):
diff --git a/tests/models/blenderbot_small/test_modeling_blenderbot_small.py b/tests/models/blenderbot_small/test_modeling_blenderbot_small.py
index 5a05fd574684..f4f29c6c0a75 100644
--- a/tests/models/blenderbot_small/test_modeling_blenderbot_small.py
+++ b/tests/models/blenderbot_small/test_modeling_blenderbot_small.py
@@ -15,6 +15,7 @@
 
 import tempfile
 import unittest
+from functools import cached_property
 
 from transformers import BlenderbotSmallConfig, is_torch_available
 from transformers.testing_utils import (
@@ -23,7 +24,6 @@
     slow,
     torch_device,
 )
-from transformers.utils import cached_property
 
 from ...generation.test_utils import GenerationTesterMixin
 from ...test_configuration_common import ConfigTester
diff --git a/tests/models/bridgetower/test_modeling_bridgetower.py b/tests/models/bridgetower/test_modeling_bridgetower.py
index b0c26f1e7d2a..59147a9d26a8 100644
--- a/tests/models/bridgetower/test_modeling_bridgetower.py
+++ b/tests/models/bridgetower/test_modeling_bridgetower.py
@@ -14,6 +14,7 @@
 """Testing suite for the PyTorch BridgeTower model."""
 
 import unittest
+from functools import cached_property
 
 from transformers import (
     BridgeTowerConfig,
@@ -23,7 +24,6 @@
     is_vision_available,
 )
 from transformers.testing_utils import require_torch, require_vision, slow, torch_device
-from transformers.utils import cached_property
 
 from ...test_configuration_common import ConfigTester
 from ...test_modeling_common import (
diff --git a/tests/models/byt5/test_tokenization_byt5.py b/tests/models/byt5/test_tokenization_byt5.py
index a6eba6231d59..35dd95424dcc 100644
--- a/tests/models/byt5/test_tokenization_byt5.py
+++ b/tests/models/byt5/test_tokenization_byt5.py
@@ -18,9 +18,10 @@
 import shutil
 import tempfile
 import unittest
+from functools import cached_property
 
 from transformers import AddedToken, BatchEncoding, ByT5Tokenizer
-from transformers.utils import cached_property, is_tf_available, is_torch_available
+from transformers.utils import is_tf_available, is_torch_available
 
 from ...test_tokenization_common import TokenizerTesterMixin
 
diff --git a/tests/models/canine/test_tokenization_canine.py b/tests/models/canine/test_tokenization_canine.py
index adcceb6b732b..d9f7154a432d 100644
--- a/tests/models/canine/test_tokenization_canine.py
+++ b/tests/models/canine/test_tokenization_canine.py
@@ -17,11 +17,11 @@
 import shutil
 import tempfile
 import unittest
+from functools import cached_property
 
 from transformers import BatchEncoding, CanineTokenizer
 from transformers.testing_utils import require_tokenizers, require_torch
 from transformers.tokenization_utils import AddedToken
-from transformers.utils import cached_property
 
 from ...test_tokenization_common import TokenizerTesterMixin
 
diff --git a/tests/models/codegen/test_modeling_codegen.py b/tests/models/codegen/test_modeling_codegen.py
index 78f766a52acd..ee16a5347ad6 100644
--- a/tests/models/codegen/test_modeling_codegen.py
+++ b/tests/models/codegen/test_modeling_codegen.py
@@ -14,9 +14,9 @@
 
 
 import unittest
+from functools import cached_property
 
 from transformers import CodeGenConfig, is_torch_available
-from transformers.file_utils import cached_property
 from transformers.testing_utils import backend_manual_seed, require_torch, slow, torch_device
 
 from ...generation.test_utils import GenerationTesterMixin
diff --git a/tests/models/conditional_detr/test_modeling_conditional_detr.py b/tests/models/conditional_detr/test_modeling_conditional_detr.py
index 954cdccf8fe9..a2d962a85a0f 100644
--- a/tests/models/conditional_detr/test_modeling_conditional_detr.py
+++ b/tests/models/conditional_detr/test_modeling_conditional_detr.py
@@ -16,10 +16,10 @@
 import inspect
 import math
 import unittest
+from functools import cached_property
 
 from transformers import ConditionalDetrConfig, ResNetConfig, is_torch_available, is_vision_available
 from transformers.testing_utils import require_timm, require_torch, require_vision, slow, torch_device
-from transformers.utils import cached_property
 
 from ...test_configuration_common import ConfigTester
 from ...test_modeling_common import ModelTesterMixin, _config_zero_init, floats_tensor
diff --git a/tests/models/convnext/test_modeling_convnext.py b/tests/models/convnext/test_modeling_convnext.py
index f87213a72de8..51a078abae02 100644
--- a/tests/models/convnext/test_modeling_convnext.py
+++ b/tests/models/convnext/test_modeling_convnext.py
@@ -14,10 +14,11 @@
 """Testing suite for the PyTorch ConvNext model."""
 
 import unittest
+from functools import cached_property
 
 from transformers import ConvNextConfig
 from transformers.testing_utils import require_torch, require_vision, slow, torch_device
-from transformers.utils import cached_property, is_torch_available, is_vision_available
+from transformers.utils import is_torch_available, is_vision_available
 
 from ...test_backbone_common import BackboneTesterMixin
 from ...test_configuration_common import ConfigTester
diff --git a/tests/models/convnextv2/test_modeling_convnextv2.py b/tests/models/convnextv2/test_modeling_convnextv2.py
index f24b33c439fb..7ea8e684988c 100644
--- a/tests/models/convnextv2/test_modeling_convnextv2.py
+++ b/tests/models/convnextv2/test_modeling_convnextv2.py
@@ -14,12 +14,13 @@
 """Testing suite for the PyTorch ConvNextV2 model."""
 
 import unittest
+from functools import cached_property
 
 from transformers import ConvNextV2Config
 from transformers.models.auto import get_values
 from transformers.models.auto.modeling_auto import MODEL_FOR_BACKBONE_MAPPING_NAMES, MODEL_MAPPING_NAMES
 from transformers.testing_utils import require_torch, require_vision, slow, torch_device
-from transformers.utils import cached_property, is_torch_available, is_vision_available
+from transformers.utils import is_torch_available, is_vision_available
 
 from ...test_configuration_common import ConfigTester
 from ...test_modeling_common import ModelTesterMixin, floats_tensor, ids_tensor
diff --git a/tests/models/cvt/test_modeling_cvt.py b/tests/models/cvt/test_modeling_cvt.py
index f0b6b414335b..eb2940a75ac2 100644
--- a/tests/models/cvt/test_modeling_cvt.py
+++ b/tests/models/cvt/test_modeling_cvt.py
@@ -14,10 +14,11 @@
 """Testing suite for the PyTorch CvT model."""
 
 import unittest
+from functools import cached_property
 from math import floor
 
 from transformers import CvtConfig
-from transformers.file_utils import cached_property, is_torch_available, is_vision_available
+from transformers.file_utils import is_torch_available, is_vision_available
 from transformers.testing_utils import require_torch, require_vision, slow, torch_device
 
 from ...test_configuration_common import ConfigTester
diff --git a/tests/models/d_fine/test_modeling_d_fine.py b/tests/models/d_fine/test_modeling_d_fine.py
index ab5c34444ce2..7c381b8f6ae4 100644
--- a/tests/models/d_fine/test_modeling_d_fine.py
+++ b/tests/models/d_fine/test_modeling_d_fine.py
@@ -18,6 +18,7 @@
 import math
 import tempfile
 import unittest
+from functools import cached_property
 
 from parameterized import parameterized
 
@@ -34,7 +35,6 @@
     slow,
     torch_device,
 )
-from transformers.utils import cached_property
 
 
 if is_torch_available():
diff --git a/tests/models/dab_detr/test_modeling_dab_detr.py b/tests/models/dab_detr/test_modeling_dab_detr.py
index 442a984d71de..6f437ce7692d 100644
--- a/tests/models/dab_detr/test_modeling_dab_detr.py
+++ b/tests/models/dab_detr/test_modeling_dab_detr.py
@@ -16,10 +16,10 @@
 import inspect
 import math
 import unittest
+from functools import cached_property
 
 from transformers import DabDetrConfig, ResNetConfig, is_torch_available, is_vision_available
 from transformers.testing_utils import require_timm, require_torch, require_vision, slow, torch_device
-from transformers.utils import cached_property
 
 from ...test_configuration_common import ConfigTester
 from ...test_modeling_common import ModelTesterMixin, _config_zero_init, floats_tensor
diff --git a/tests/models/data2vec/test_modeling_data2vec_vision.py b/tests/models/data2vec/test_modeling_data2vec_vision.py
index 709436ce1419..aebbe183cacf 100644
--- a/tests/models/data2vec/test_modeling_data2vec_vision.py
+++ b/tests/models/data2vec/test_modeling_data2vec_vision.py
@@ -14,6 +14,7 @@
 """Testing suite for the PyTorch Data2VecVision model."""
 
 import unittest
+from functools import cached_property
 
 import pytest
 
@@ -26,7 +27,6 @@
     torch_device,
 )
 from transformers.utils import (
-    cached_property,
     is_torch_available,
     is_vision_available,
 )
diff --git a/tests/models/deformable_detr/test_modeling_deformable_detr.py b/tests/models/deformable_detr/test_modeling_deformable_detr.py
index bbe97b9520b7..14fa0994ebee 100644
--- a/tests/models/deformable_detr/test_modeling_deformable_detr.py
+++ b/tests/models/deformable_detr/test_modeling_deformable_detr.py
@@ -16,9 +16,9 @@
 import inspect
 import math
 import unittest
+from functools import cached_property
 
 from transformers import DeformableDetrConfig, ResNetConfig, is_torch_available, is_vision_available
-from transformers.file_utils import cached_property
 from transformers.testing_utils import (
     require_timm,
     require_torch,
diff --git a/tests/models/deit/test_modeling_deit.py b/tests/models/deit/test_modeling_deit.py
index 62058592e78e..1b3a59559bf4 100644
--- a/tests/models/deit/test_modeling_deit.py
+++ b/tests/models/deit/test_modeling_deit.py
@@ -15,6 +15,7 @@
 
 import unittest
 import warnings
+from functools import cached_property
 
 from transformers import DeiTConfig
 from transformers.testing_utils import (
@@ -26,7 +27,7 @@
     slow,
     torch_device,
 )
-from transformers.utils import cached_property, is_torch_available, is_vision_available
+from transformers.utils import is_torch_available, is_vision_available
 
 from ...test_configuration_common import ConfigTester
 from ...test_modeling_common import ModelTesterMixin, floats_tensor, ids_tensor
diff --git a/tests/models/detr/test_modeling_detr.py b/tests/models/detr/test_modeling_detr.py
index 3ca48f8002ef..dcad75307691 100644
--- a/tests/models/detr/test_modeling_detr.py
+++ b/tests/models/detr/test_modeling_detr.py
@@ -16,10 +16,10 @@
 import inspect
 import math
 import unittest
+from functools import cached_property
 
 from transformers import DetrConfig, ResNetConfig, is_torch_available, is_vision_available
 from transformers.testing_utils import Expectations, require_timm, require_torch, require_vision, slow, torch_device
-from transformers.utils import cached_property
 
 from ...test_configuration_common import ConfigTester
 from ...test_modeling_common import ModelTesterMixin, _config_zero_init, floats_tensor
diff --git a/tests/models/dinat/test_modeling_dinat.py b/tests/models/dinat/test_modeling_dinat.py
index 1de68988e726..4ffe5f6cd692 100644
--- a/tests/models/dinat/test_modeling_dinat.py
+++ b/tests/models/dinat/test_modeling_dinat.py
@@ -15,10 +15,11 @@
 
 import collections
 import unittest
+from functools import cached_property
 
 from transformers import DinatConfig
 from transformers.testing_utils import require_natten, require_torch, require_vision, slow, torch_device
-from transformers.utils import cached_property, is_torch_available, is_vision_available
+from transformers.utils import is_torch_available, is_vision_available
 
 from ...test_backbone_common import BackboneTesterMixin
 from ...test_configuration_common import ConfigTester
diff --git a/tests/models/dinov2/test_modeling_dinov2.py b/tests/models/dinov2/test_modeling_dinov2.py
index 07490a22f640..2377bc1d2ee2 100644
--- a/tests/models/dinov2/test_modeling_dinov2.py
+++ b/tests/models/dinov2/test_modeling_dinov2.py
@@ -14,6 +14,7 @@
 """Testing suite for the PyTorch Dinov2 model."""
 
 import unittest
+from functools import cached_property
 
 from transformers import Dinov2Config
 from transformers.testing_utils import (
@@ -23,7 +24,7 @@
     slow,
     torch_device,
 )
-from transformers.utils import cached_property, is_torch_available, is_vision_available
+from transformers.utils import is_torch_available, is_vision_available
 
 from ...test_backbone_common import BackboneTesterMixin
 from ...test_configuration_common import ConfigTester
diff --git a/tests/models/dinov2_with_registers/test_modeling_dinov2_with_registers.py b/tests/models/dinov2_with_registers/test_modeling_dinov2_with_registers.py
index c5701d508804..b9f0f5fecfe0 100644
--- a/tests/models/dinov2_with_registers/test_modeling_dinov2_with_registers.py
+++ b/tests/models/dinov2_with_registers/test_modeling_dinov2_with_registers.py
@@ -14,6 +14,7 @@
 """Testing suite for the PyTorch Dinov2WithRegisters model."""
 
 import unittest
+from functools import cached_property
 
 from transformers import Dinov2WithRegistersConfig
 from transformers.testing_utils import (
@@ -22,7 +23,7 @@
     slow,
     torch_device,
 )
-from transformers.utils import cached_property, is_torch_available, is_vision_available
+from transformers.utils import is_torch_available, is_vision_available
 
 from ...test_backbone_common import BackboneTesterMixin
 from ...test_configuration_common import ConfigTester
diff --git a/tests/models/dinov3_convnext/test_modeling_dinov3_convnext.py b/tests/models/dinov3_convnext/test_modeling_dinov3_convnext.py
index a34aacbd8e97..0ecbc3a6c4f5 100644
--- a/tests/models/dinov3_convnext/test_modeling_dinov3_convnext.py
+++ b/tests/models/dinov3_convnext/test_modeling_dinov3_convnext.py
@@ -14,10 +14,11 @@
 """Testing suite for the PyTorch ConvNext model."""
 
 import unittest
+from functools import cached_property
 
 from transformers import DINOv3ConvNextConfig
 from transformers.testing_utils import require_torch, require_vision, slow, torch_device
-from transformers.utils import cached_property, is_torch_available, is_vision_available
+from transformers.utils import is_torch_available, is_vision_available
 
 from ...test_configuration_common import ConfigTester
 from ...test_modeling_common import ModelTesterMixin, floats_tensor, ids_tensor
diff --git a/tests/models/dinov3_vit/test_modeling_dinov3_vit.py b/tests/models/dinov3_vit/test_modeling_dinov3_vit.py
index 00e078739d88..f0b8c92d22a0 100644
--- a/tests/models/dinov3_vit/test_modeling_dinov3_vit.py
+++ b/tests/models/dinov3_vit/test_modeling_dinov3_vit.py
@@ -14,10 +14,11 @@
 """Testing suite for the PyTorch DINOv3 model."""
 
 import unittest
+from functools import cached_property
 
 from transformers import DINOv3ViTConfig
 from transformers.testing_utils import require_torch, require_vision, slow, torch_device
-from transformers.utils import cached_property, is_torch_available, is_vision_available
+from transformers.utils import is_torch_available, is_vision_available
 
 from ...test_configuration_common import ConfigTester
 from ...test_modeling_common import ModelTesterMixin, _config_zero_init, floats_tensor, ids_tensor
diff --git a/tests/models/efficientloftr/test_modeling_efficientloftr.py b/tests/models/efficientloftr/test_modeling_efficientloftr.py
index bbc0c3980618..aef77ac85686 100644
--- a/tests/models/efficientloftr/test_modeling_efficientloftr.py
+++ b/tests/models/efficientloftr/test_modeling_efficientloftr.py
@@ -13,7 +13,7 @@
 # limitations under the License.
 import inspect
 import unittest
-from functools import reduce
+from functools import cached_property, reduce
 
 from datasets import load_dataset
 
@@ -27,7 +27,7 @@
     slow,
     torch_device,
 )
-from transformers.utils import cached_property, is_torch_available, is_vision_available
+from transformers.utils import is_torch_available, is_vision_available
 
 from ...test_configuration_common import ConfigTester
 from ...test_modeling_common import ModelTesterMixin, floats_tensor
diff --git a/tests/models/efficientnet/test_modeling_efficientnet.py b/tests/models/efficientnet/test_modeling_efficientnet.py
index f0706ad1536a..5d7cc2ce5268 100644
--- a/tests/models/efficientnet/test_modeling_efficientnet.py
+++ b/tests/models/efficientnet/test_modeling_efficientnet.py
@@ -14,10 +14,11 @@
 """Testing suite for the PyTorch EfficientNet model."""
 
 import unittest
+from functools import cached_property
 
 from transformers import EfficientNetConfig
 from transformers.testing_utils import is_pipeline_test, require_torch, require_vision, slow, torch_device
-from transformers.utils import cached_property, is_torch_available, is_vision_available
+from transformers.utils import is_torch_available, is_vision_available
 
 from ...test_configuration_common import ConfigTester
 from ...test_modeling_common import ModelTesterMixin, floats_tensor, ids_tensor
diff --git a/tests/models/evolla/test_modeling_evolla.py b/tests/models/evolla/test_modeling_evolla.py
index 8077e627413f..50574c7c5096 100644
--- a/tests/models/evolla/test_modeling_evolla.py
+++ b/tests/models/evolla/test_modeling_evolla.py
@@ -15,6 +15,7 @@
 """Testing suite for the PyTorch Evolla model."""
 
 import unittest
+from functools import cached_property
 
 from parameterized import parameterized
 
@@ -26,9 +27,6 @@
     slow,
     torch_device,
 )
-from transformers.utils import (
-    cached_property,
-)
 
 from ...test_configuration_common import ConfigTester
 from ...test_modeling_common import (
diff --git a/tests/models/focalnet/test_modeling_focalnet.py b/tests/models/focalnet/test_modeling_focalnet.py
index 893d9ed1ee6f..f4dac79f9ca0 100644
--- a/tests/models/focalnet/test_modeling_focalnet.py
+++ b/tests/models/focalnet/test_modeling_focalnet.py
@@ -15,10 +15,11 @@
 
 import collections
 import unittest
+from functools import cached_property
 
 from transformers import FocalNetConfig
 from transformers.testing_utils import Expectations, require_torch, require_vision, slow, torch_device
-from transformers.utils import cached_property, is_torch_available, is_vision_available
+from transformers.utils import is_torch_available, is_vision_available
 
 from ...test_backbone_common import BackboneTesterMixin
 from ...test_configuration_common import ConfigTester
diff --git a/tests/models/fsmt/test_modeling_fsmt.py b/tests/models/fsmt/test_modeling_fsmt.py
index aaf3e0e91ac8..39a2d5b26a24 100644
--- a/tests/models/fsmt/test_modeling_fsmt.py
+++ b/tests/models/fsmt/test_modeling_fsmt.py
@@ -14,6 +14,7 @@
 
 import tempfile
 import unittest
+from functools import cached_property
 
 import timeout_decorator  # noqa
 from parameterized import parameterized
@@ -27,7 +28,6 @@
     slow,
     torch_device,
 )
-from transformers.utils import cached_property
 
 from ...generation.test_utils import GenerationTesterMixin
 from ...test_configuration_common import ConfigTester
diff --git a/tests/models/fsmt/test_tokenization_fsmt.py b/tests/models/fsmt/test_tokenization_fsmt.py
index bfaf3df19593..21e5ff37bec3 100644
--- a/tests/models/fsmt/test_tokenization_fsmt.py
+++ b/tests/models/fsmt/test_tokenization_fsmt.py
@@ -16,10 +16,10 @@
 import json
 import os
 import unittest
+from functools import cached_property
 
 from transformers.models.fsmt.tokenization_fsmt import VOCAB_FILES_NAMES, FSMTTokenizer
 from transformers.testing_utils import slow
-from transformers.utils import cached_property
 
 from ...test_tokenization_common import TokenizerTesterMixin
 
diff --git a/tests/models/fuyu/test_modeling_fuyu.py b/tests/models/fuyu/test_modeling_fuyu.py
index ee3de73bf2cb..02d978fac250 100644
--- a/tests/models/fuyu/test_modeling_fuyu.py
+++ b/tests/models/fuyu/test_modeling_fuyu.py
@@ -16,6 +16,7 @@
 import copy
 import io
 import unittest
+from functools import cached_property
 
 import pytest
 import requests
@@ -24,7 +25,6 @@
 
 from transformers import FuyuConfig, is_torch_available, is_vision_available
 from transformers.testing_utils import require_torch, require_torch_accelerator, slow, torch_device
-from transformers.utils import cached_property
 
 from ...generation.test_utils import GenerationTesterMixin
 from ...test_modeling_common import ModelTesterMixin, floats_tensor, ids_tensor, random_attention_mask
diff --git a/tests/models/gpt_neo/test_modeling_gpt_neo.py b/tests/models/gpt_neo/test_modeling_gpt_neo.py
index fc552ab4afea..d87a41b0bd70 100644
--- a/tests/models/gpt_neo/test_modeling_gpt_neo.py
+++ b/tests/models/gpt_neo/test_modeling_gpt_neo.py
@@ -14,10 +14,10 @@
 """Testing suite for the PyTorch GPT Neo model."""
 
 import unittest
+from functools import cached_property
 
 from transformers import GPTNeoConfig, is_torch_available
 from transformers.testing_utils import require_torch, slow, torch_device
-from transformers.utils import cached_property
 
 from ...generation.test_utils import GenerationTesterMixin
 from ...test_configuration_common import ConfigTester
diff --git a/tests/models/grounding_dino/test_modeling_grounding_dino.py b/tests/models/grounding_dino/test_modeling_grounding_dino.py
index b68b5810ac17..320c50830eaf 100644
--- a/tests/models/grounding_dino/test_modeling_grounding_dino.py
+++ b/tests/models/grounding_dino/test_modeling_grounding_dino.py
@@ -18,6 +18,7 @@
 import math
 import re
 import unittest
+from functools import cached_property
 
 from datasets import load_dataset
 
@@ -27,7 +28,6 @@
     is_torch_available,
     is_vision_available,
 )
-from transformers.file_utils import cached_property
 from transformers.testing_utils import (
     Expectations,
     is_flaky,
diff --git a/tests/models/hiera/test_modeling_hiera.py b/tests/models/hiera/test_modeling_hiera.py
index 8a79e9afa8a6..e4c43237584f 100644
--- a/tests/models/hiera/test_modeling_hiera.py
+++ b/tests/models/hiera/test_modeling_hiera.py
@@ -15,6 +15,7 @@
 
 import math
 import unittest
+from functools import cached_property
 
 from transformers import HieraConfig
 from transformers.testing_utils import (
@@ -24,7 +25,6 @@
     torch_device,
 )
 from transformers.utils import (
-    cached_property,
     is_torch_available,
     is_vision_available,
 )
diff --git a/tests/models/idefics/test_modeling_idefics.py b/tests/models/idefics/test_modeling_idefics.py
index 33ba384511c2..2cf220fd6dfd 100644
--- a/tests/models/idefics/test_modeling_idefics.py
+++ b/tests/models/idefics/test_modeling_idefics.py
@@ -15,6 +15,7 @@
 
 import inspect
 import unittest
+from functools import cached_property
 
 import pytest
 from parameterized import parameterized
@@ -28,7 +29,6 @@
     slow,
     torch_device,
 )
-from transformers.utils import cached_property
 
 from ...generation.test_utils import GenerationTesterMixin
 from ...test_configuration_common import ConfigTester
diff --git a/tests/models/ijepa/test_modeling_ijepa.py b/tests/models/ijepa/test_modeling_ijepa.py
index f745e44e594f..cdfaa0ebca35 100644
--- a/tests/models/ijepa/test_modeling_ijepa.py
+++ b/tests/models/ijepa/test_modeling_ijepa.py
@@ -14,6 +14,7 @@
 """Testing suite for the PyTorch IJEPA model."""
 
 import unittest
+from functools import cached_property
 
 from transformers import IJepaConfig
 from transformers.testing_utils import (
@@ -26,7 +27,6 @@
     torch_device,
 )
 from transformers.utils import (
-    cached_property,
     is_torch_available,
     is_vision_available,
 )
diff --git a/tests/models/imagegpt/test_modeling_imagegpt.py b/tests/models/imagegpt/test_modeling_imagegpt.py
index c20d00e73372..1c10ed0797db 100644
--- a/tests/models/imagegpt/test_modeling_imagegpt.py
+++ b/tests/models/imagegpt/test_modeling_imagegpt.py
@@ -15,10 +15,11 @@
 
 import inspect
 import unittest
+from functools import cached_property
 
 from transformers import ImageGPTConfig
 from transformers.testing_utils import require_torch, require_vision, run_test_using_subprocess, slow, torch_device
-from transformers.utils import cached_property, is_torch_available, is_vision_available
+from transformers.utils import is_torch_available, is_vision_available
 
 from ...generation.test_utils import GenerationTesterMixin
 from ...test_configuration_common import ConfigTester
diff --git a/tests/models/layoutlmv2/test_processing_layoutlmv2.py b/tests/models/layoutlmv2/test_processing_layoutlmv2.py
index cdc0bfe7208e..dc441b3030c0 100644
--- a/tests/models/layoutlmv2/test_processing_layoutlmv2.py
+++ b/tests/models/layoutlmv2/test_processing_layoutlmv2.py
@@ -17,12 +17,13 @@
 import shutil
 import tempfile
 import unittest
+from functools import cached_property
 
 from transformers import PreTrainedTokenizer, PreTrainedTokenizerBase, PreTrainedTokenizerFast
 from transformers.models.layoutlmv2 import LayoutLMv2Processor, LayoutLMv2Tokenizer, LayoutLMv2TokenizerFast
 from transformers.models.layoutlmv2.tokenization_layoutlmv2 import VOCAB_FILES_NAMES
 from transformers.testing_utils import require_pytesseract, require_tokenizers, require_torch, slow
-from transformers.utils import FEATURE_EXTRACTOR_NAME, cached_property, is_pytesseract_available
+from transformers.utils import FEATURE_EXTRACTOR_NAME, is_pytesseract_available
 
 from ...test_processing_common import ProcessorTesterMixin
 
diff --git a/tests/models/layoutlmv3/test_modeling_layoutlmv3.py b/tests/models/layoutlmv3/test_modeling_layoutlmv3.py
index 7fa143d0d321..e63ec1b5eb9d 100644
--- a/tests/models/layoutlmv3/test_modeling_layoutlmv3.py
+++ b/tests/models/layoutlmv3/test_modeling_layoutlmv3.py
@@ -15,10 +15,11 @@
 
 import copy
 import unittest
+from functools import cached_property
 
 from transformers.models.auto import get_values
 from transformers.testing_utils import require_torch, slow, torch_device
-from transformers.utils import cached_property, is_torch_available, is_vision_available
+from transformers.utils import is_torch_available, is_vision_available
 
 from ...test_configuration_common import ConfigTester
 from ...test_modeling_common import ModelTesterMixin, floats_tensor, ids_tensor, random_attention_mask
diff --git a/tests/models/layoutlmv3/test_processing_layoutlmv3.py b/tests/models/layoutlmv3/test_processing_layoutlmv3.py
index eaba5fcfa557..cf44966327d3 100644
--- a/tests/models/layoutlmv3/test_processing_layoutlmv3.py
+++ b/tests/models/layoutlmv3/test_processing_layoutlmv3.py
@@ -17,12 +17,13 @@
 import shutil
 import tempfile
 import unittest
+from functools import cached_property
 
 from transformers import PreTrainedTokenizer, PreTrainedTokenizerBase, PreTrainedTokenizerFast
 from transformers.models.layoutlmv3 import LayoutLMv3Processor, LayoutLMv3Tokenizer, LayoutLMv3TokenizerFast
 from transformers.models.layoutlmv3.tokenization_layoutlmv3 import VOCAB_FILES_NAMES
 from transformers.testing_utils import require_pytesseract, require_tokenizers, require_torch, slow
-from transformers.utils import FEATURE_EXTRACTOR_NAME, cached_property, is_pytesseract_available
+from transformers.utils import FEATURE_EXTRACTOR_NAME, is_pytesseract_available
 
 from ...test_processing_common import ProcessorTesterMixin
 
diff --git a/tests/models/layoutxlm/test_processing_layoutxlm.py b/tests/models/layoutxlm/test_processing_layoutxlm.py
index 9638bef1b2d4..29a3687ebf0e 100644
--- a/tests/models/layoutxlm/test_processing_layoutxlm.py
+++ b/tests/models/layoutxlm/test_processing_layoutxlm.py
@@ -17,6 +17,7 @@
 import shutil
 import tempfile
 import unittest
+from functools import cached_property
 
 from transformers import PreTrainedTokenizer, PreTrainedTokenizerBase, PreTrainedTokenizerFast
 from transformers.models.layoutxlm import LayoutXLMProcessor, LayoutXLMTokenizer, LayoutXLMTokenizerFast
@@ -27,7 +28,7 @@
     require_torch,
     slow,
 )
-from transformers.utils import FEATURE_EXTRACTOR_NAME, cached_property, is_pytesseract_available
+from transformers.utils import FEATURE_EXTRACTOR_NAME, is_pytesseract_available
 
 from ...test_processing_common import ProcessorTesterMixin
 
diff --git a/tests/models/led/test_modeling_led.py b/tests/models/led/test_modeling_led.py
index 60a10eb860b2..4724bf9cb9b9 100644
--- a/tests/models/led/test_modeling_led.py
+++ b/tests/models/led/test_modeling_led.py
@@ -16,6 +16,7 @@
 import copy
 import tempfile
 import unittest
+from functools import cached_property
 
 from transformers import LEDConfig, is_torch_available
 from transformers.models.auto import get_values
@@ -27,7 +28,6 @@
     slow,
     torch_device,
 )
-from transformers.utils import cached_property
 
 from ...generation.test_utils import GenerationTesterMixin
 from ...test_configuration_common import ConfigTester
diff --git a/tests/models/led/test_tokenization_led.py b/tests/models/led/test_tokenization_led.py
index 5290138d5730..05b2cfcde335 100644
--- a/tests/models/led/test_tokenization_led.py
+++ b/tests/models/led/test_tokenization_led.py
@@ -14,11 +14,11 @@
 import json
 import os
 import unittest
+from functools import cached_property
 
 from transformers import BatchEncoding, LEDTokenizer, LEDTokenizerFast
 from transformers.models.led.tokenization_led import VOCAB_FILES_NAMES
 from transformers.testing_utils import require_tokenizers, require_torch
-from transformers.utils import cached_property
 
 from ...test_tokenization_common import TokenizerTesterMixin
 
diff --git a/tests/models/levit/test_modeling_levit.py b/tests/models/levit/test_modeling_levit.py
index e017cba05a85..0f12d0b14e2d 100644
--- a/tests/models/levit/test_modeling_levit.py
+++ b/tests/models/levit/test_modeling_levit.py
@@ -15,10 +15,11 @@
 
 import unittest
 import warnings
+from functools import cached_property
 from math import ceil, floor
 
 from transformers import LevitConfig
-from transformers.file_utils import cached_property, is_torch_available, is_vision_available
+from transformers.file_utils import is_torch_available, is_vision_available
 from transformers.testing_utils import Expectations, require_torch, require_vision, slow, torch_device
 
 from ...test_configuration_common import ConfigTester
diff --git a/tests/models/lightglue/test_modeling_lightglue.py b/tests/models/lightglue/test_modeling_lightglue.py
index 7f36469bf537..17276f1cdefd 100644
--- a/tests/models/lightglue/test_modeling_lightglue.py
+++ b/tests/models/lightglue/test_modeling_lightglue.py
@@ -13,12 +13,13 @@
 # limitations under the License.
 import inspect
 import unittest
+from functools import cached_property
 
 from datasets import load_dataset
 
 from transformers.models.lightglue.configuration_lightglue import LightGlueConfig
 from transformers.testing_utils import get_device_properties, require_torch, require_vision, slow, torch_device
-from transformers.utils import cached_property, is_torch_available, is_vision_available
+from transformers.utils import is_torch_available, is_vision_available
 
 from ...test_configuration_common import ConfigTester
 from ...test_modeling_common import ModelTesterMixin, floats_tensor
diff --git a/tests/models/longt5/test_modeling_longt5.py b/tests/models/longt5/test_modeling_longt5.py
index c43050c462f4..f7393df7d2f4 100644
--- a/tests/models/longt5/test_modeling_longt5.py
+++ b/tests/models/longt5/test_modeling_longt5.py
@@ -16,11 +16,11 @@
 import copy
 import tempfile
 import unittest
+from functools import cached_property
 
 from transformers import LongT5Config, is_torch_available
 from transformers.models.auto import get_values
 from transformers.testing_utils import require_sentencepiece, require_tokenizers, require_torch, slow, torch_device
-from transformers.utils import cached_property
 
 from ...generation.test_utils import GenerationTesterMixin
 from ...test_configuration_common import ConfigTester
diff --git a/tests/models/m2m_100/test_modeling_m2m_100.py b/tests/models/m2m_100/test_modeling_m2m_100.py
index fb6e96659025..20cd88baa534 100644
--- a/tests/models/m2m_100/test_modeling_m2m_100.py
+++ b/tests/models/m2m_100/test_modeling_m2m_100.py
@@ -16,6 +16,7 @@
 import copy
 import tempfile
 import unittest
+from functools import cached_property
 
 import pytest
 
@@ -30,7 +31,6 @@
     slow,
     torch_device,
 )
-from transformers.utils import cached_property
 
 from ...generation.test_utils import GenerationTesterMixin
 from ...test_configuration_common import ConfigTester
diff --git a/tests/models/marian/test_modeling_marian.py b/tests/models/marian/test_modeling_marian.py
index 99afab0843b2..8f938cb7b0f7 100644
--- a/tests/models/marian/test_modeling_marian.py
+++ b/tests/models/marian/test_modeling_marian.py
@@ -15,6 +15,7 @@
 
 import tempfile
 import unittest
+from functools import cached_property
 
 from transformers import MarianConfig, is_torch_available
 from transformers.testing_utils import (
@@ -25,7 +26,6 @@
     slow,
     torch_device,
 )
-from transformers.utils import cached_property
 
 from ...generation.test_utils import GenerationTesterMixin
 from ...test_configuration_common import ConfigTester
diff --git a/tests/models/markuplm/test_modeling_markuplm.py b/tests/models/markuplm/test_modeling_markuplm.py
index 7bec38704e31..0f5b31dffb7c 100644
--- a/tests/models/markuplm/test_modeling_markuplm.py
+++ b/tests/models/markuplm/test_modeling_markuplm.py
@@ -14,10 +14,10 @@
 
 
 import unittest
+from functools import cached_property
 
 from transformers import MarkupLMConfig, is_torch_available
 from transformers.testing_utils import require_torch, slow, torch_device
-from transformers.utils import cached_property
 
 from ...test_configuration_common import ConfigTester
 from ...test_modeling_common import ModelTesterMixin, ids_tensor
diff --git a/tests/models/markuplm/test_processing_markuplm.py b/tests/models/markuplm/test_processing_markuplm.py
index fa2e913d9952..59f7f365d693 100644
--- a/tests/models/markuplm/test_processing_markuplm.py
+++ b/tests/models/markuplm/test_processing_markuplm.py
@@ -17,6 +17,7 @@
 import shutil
 import tempfile
 import unittest
+from functools import cached_property
 
 from transformers import (
     MarkupLMProcessor,
@@ -27,7 +28,7 @@
 )
 from transformers.models.markuplm.tokenization_markuplm import VOCAB_FILES_NAMES
 from transformers.testing_utils import require_bs4, require_tokenizers, require_torch, slow
-from transformers.utils import FEATURE_EXTRACTOR_NAME, cached_property, is_bs4_available, is_tokenizers_available
+from transformers.utils import FEATURE_EXTRACTOR_NAME, is_bs4_available, is_tokenizers_available
 
 
 if is_bs4_available():
diff --git a/tests/models/mask2former/test_modeling_mask2former.py b/tests/models/mask2former/test_modeling_mask2former.py
index de0efc0410d9..07a0744dd249 100644
--- a/tests/models/mask2former/test_modeling_mask2former.py
+++ b/tests/models/mask2former/test_modeling_mask2former.py
@@ -14,6 +14,7 @@
 """Testing suite for the PyTorch Mask2Former model."""
 
 import unittest
+from functools import cached_property
 
 import numpy as np
 import pytest
@@ -32,7 +33,6 @@
     slow,
     torch_device,
 )
-from transformers.utils import cached_property
 
 from ...test_configuration_common import ConfigTester
 from ...test_modeling_common import ModelTesterMixin, _config_zero_init
diff --git a/tests/models/maskformer/test_modeling_maskformer.py b/tests/models/maskformer/test_modeling_maskformer.py
index af5fcb4ca13b..0501df3b9409 100644
--- a/tests/models/maskformer/test_modeling_maskformer.py
+++ b/tests/models/maskformer/test_modeling_maskformer.py
@@ -15,6 +15,7 @@
 
 import copy
 import unittest
+from functools import cached_property
 
 import numpy as np
 
@@ -31,7 +32,6 @@
     slow,
     torch_device,
 )
-from transformers.utils import cached_property
 
 from ...test_configuration_common import ConfigTester
 from ...test_modeling_common import ModelTesterMixin
diff --git a/tests/models/mbart/test_modeling_mbart.py b/tests/models/mbart/test_modeling_mbart.py
index 0a69d0ad062f..8ce92f33efb2 100644
--- a/tests/models/mbart/test_modeling_mbart.py
+++ b/tests/models/mbart/test_modeling_mbart.py
@@ -16,6 +16,7 @@
 import copy
 import tempfile
 import unittest
+from functools import cached_property
 
 from transformers import MBartConfig, is_torch_available
 from transformers.testing_utils import (
@@ -26,7 +27,6 @@
     slow,
     torch_device,
 )
-from transformers.utils import cached_property
 
 from ...generation.test_utils import GenerationTesterMixin
 from ...test_configuration_common import ConfigTester
diff --git a/tests/models/mm_grounding_dino/test_modeling_mm_grounding_dino.py b/tests/models/mm_grounding_dino/test_modeling_mm_grounding_dino.py
index 1d380bc3e097..b4c69e0065cd 100644
--- a/tests/models/mm_grounding_dino/test_modeling_mm_grounding_dino.py
+++ b/tests/models/mm_grounding_dino/test_modeling_mm_grounding_dino.py
@@ -18,6 +18,7 @@
 import math
 import re
 import unittest
+from functools import cached_property
 
 from datasets import load_dataset
 
@@ -27,7 +28,6 @@
     is_torch_available,
     is_vision_available,
 )
-from transformers.file_utils import cached_property
 from transformers.testing_utils import (
     is_flaky,
     require_timm,
diff --git a/tests/models/mobilenet_v1/test_modeling_mobilenet_v1.py b/tests/models/mobilenet_v1/test_modeling_mobilenet_v1.py
index dcd7290341c2..41a0bdb7e5d1 100644
--- a/tests/models/mobilenet_v1/test_modeling_mobilenet_v1.py
+++ b/tests/models/mobilenet_v1/test_modeling_mobilenet_v1.py
@@ -14,10 +14,11 @@
 """Testing suite for the PyTorch MobileNetV1 model."""
 
 import unittest
+from functools import cached_property
 
 from transformers import MobileNetV1Config
 from transformers.testing_utils import Expectations, require_torch, require_vision, slow, torch_device
-from transformers.utils import cached_property, is_torch_available, is_vision_available
+from transformers.utils import is_torch_available, is_vision_available
 
 from ...test_configuration_common import ConfigTester
 from ...test_modeling_common import ModelTesterMixin, floats_tensor, ids_tensor
diff --git a/tests/models/mobilenet_v2/test_modeling_mobilenet_v2.py b/tests/models/mobilenet_v2/test_modeling_mobilenet_v2.py
index e2cda4b74b3f..2abcf6aa8f87 100644
--- a/tests/models/mobilenet_v2/test_modeling_mobilenet_v2.py
+++ b/tests/models/mobilenet_v2/test_modeling_mobilenet_v2.py
@@ -14,10 +14,11 @@
 """Testing suite for the PyTorch MobileNetV2 model."""
 
 import unittest
+from functools import cached_property
 
 from transformers import MobileNetV2Config
 from transformers.testing_utils import Expectations, require_torch, require_vision, slow, torch_device
-from transformers.utils import cached_property, is_torch_available, is_vision_available
+from transformers.utils import is_torch_available, is_vision_available
 
 from ...test_configuration_common import ConfigTester
 from ...test_modeling_common import ModelTesterMixin, floats_tensor, ids_tensor
diff --git a/tests/models/mobilevit/test_modeling_mobilevit.py b/tests/models/mobilevit/test_modeling_mobilevit.py
index 9dc4b98bcb91..92a2ad87f01c 100644
--- a/tests/models/mobilevit/test_modeling_mobilevit.py
+++ b/tests/models/mobilevit/test_modeling_mobilevit.py
@@ -14,10 +14,11 @@
 """Testing suite for the PyTorch MobileViT model."""
 
 import unittest
+from functools import cached_property
 
 from transformers import MobileViTConfig
 from transformers.testing_utils import Expectations, require_torch, require_vision, slow, torch_device
-from transformers.utils import cached_property, is_torch_available, is_vision_available
+from transformers.utils import is_torch_available, is_vision_available
 
 from ...test_configuration_common import ConfigTester
 from ...test_modeling_common import ModelTesterMixin, floats_tensor, ids_tensor
diff --git a/tests/models/mobilevitv2/test_modeling_mobilevitv2.py b/tests/models/mobilevitv2/test_modeling_mobilevitv2.py
index a745b77d4e11..c6ae351c4858 100644
--- a/tests/models/mobilevitv2/test_modeling_mobilevitv2.py
+++ b/tests/models/mobilevitv2/test_modeling_mobilevitv2.py
@@ -14,6 +14,7 @@
 """Testing suite for the PyTorch MobileViTV2 model."""
 
 import unittest
+from functools import cached_property
 
 from transformers import MobileViTV2Config
 from transformers.testing_utils import (
@@ -24,7 +25,7 @@
     slow,
     torch_device,
 )
-from transformers.utils import cached_property, is_torch_available, is_vision_available
+from transformers.utils import is_torch_available, is_vision_available
 
 from ...test_configuration_common import ConfigTester
 from ...test_modeling_common import ModelTesterMixin, floats_tensor, ids_tensor
diff --git a/tests/models/moshi/test_modeling_moshi.py b/tests/models/moshi/test_modeling_moshi.py
index b6a848503117..6df9393f8041 100644
--- a/tests/models/moshi/test_modeling_moshi.py
+++ b/tests/models/moshi/test_modeling_moshi.py
@@ -16,6 +16,7 @@
 import copy
 import tempfile
 import unittest
+from functools import cached_property
 
 import numpy as np
 import pytest
@@ -38,7 +39,6 @@
     slow,
     torch_device,
 )
-from transformers.utils import cached_property
 
 from ...generation.test_utils import GenerationTesterMixin
 from ...test_configuration_common import ConfigTester
diff --git a/tests/models/musicgen/test_modeling_musicgen.py b/tests/models/musicgen/test_modeling_musicgen.py
index 33c5dc191c8b..b05eb1a91236 100644
--- a/tests/models/musicgen/test_modeling_musicgen.py
+++ b/tests/models/musicgen/test_modeling_musicgen.py
@@ -18,6 +18,7 @@
 import math
 import tempfile
 import unittest
+from functools import cached_property
 
 import numpy as np
 import pytest
@@ -43,7 +44,6 @@
     slow,
     torch_device,
 )
-from transformers.utils import cached_property
 
 from ...generation.test_utils import GenerationTesterMixin
 from ...test_configuration_common import ConfigTester
diff --git a/tests/models/musicgen_melody/test_modeling_musicgen_melody.py b/tests/models/musicgen_melody/test_modeling_musicgen_melody.py
index 8152db392ff4..f8e1a0969e92 100644
--- a/tests/models/musicgen_melody/test_modeling_musicgen_melody.py
+++ b/tests/models/musicgen_melody/test_modeling_musicgen_melody.py
@@ -18,6 +18,7 @@
 import math
 import tempfile
 import unittest
+from functools import cached_property
 
 import numpy as np
 import pytest
@@ -45,7 +46,6 @@
     slow,
     torch_device,
 )
-from transformers.utils import cached_property
 
 from ...generation.test_utils import GenerationTesterMixin
 from ...test_configuration_common import ConfigTester
diff --git a/tests/models/mvp/test_modeling_mvp.py b/tests/models/mvp/test_modeling_mvp.py
index 1dc16992633c..f44f9ef87256 100644
--- a/tests/models/mvp/test_modeling_mvp.py
+++ b/tests/models/mvp/test_modeling_mvp.py
@@ -16,6 +16,7 @@
 import copy
 import tempfile
 import unittest
+from functools import cached_property
 
 import timeout_decorator  # noqa
 
@@ -28,7 +29,6 @@
     slow,
     torch_device,
 )
-from transformers.utils import cached_property
 
 from ...generation.test_utils import GenerationTesterMixin
 from ...test_configuration_common import ConfigTester
diff --git a/tests/models/mvp/test_tokenization_mvp.py b/tests/models/mvp/test_tokenization_mvp.py
index 62906138f3c9..c304ab166078 100644
--- a/tests/models/mvp/test_tokenization_mvp.py
+++ b/tests/models/mvp/test_tokenization_mvp.py
@@ -14,11 +14,11 @@
 import json
 import os
 import unittest
+from functools import cached_property
 
 from transformers import BatchEncoding, MvpTokenizer, MvpTokenizerFast
 from transformers.models.roberta.tokenization_roberta import VOCAB_FILES_NAMES
 from transformers.testing_utils import require_tokenizers, require_torch
-from transformers.utils import cached_property
 
 from ...test_tokenization_common import TokenizerTesterMixin, filter_roberta_detectors
 
diff --git a/tests/models/nllb_moe/test_modeling_nllb_moe.py b/tests/models/nllb_moe/test_modeling_nllb_moe.py
index 2eb3f2fbfc70..37fdd51e8478 100644
--- a/tests/models/nllb_moe/test_modeling_nllb_moe.py
+++ b/tests/models/nllb_moe/test_modeling_nllb_moe.py
@@ -16,6 +16,7 @@
 import copy
 import tempfile
 import unittest
+from functools import cached_property
 
 from transformers import NllbMoeConfig, is_torch_available, set_seed
 from transformers.testing_utils import (
@@ -26,7 +27,6 @@
     slow,
     torch_device,
 )
-from transformers.utils import cached_property
 
 from ...generation.test_utils import GenerationTesterMixin
 from ...test_configuration_common import ConfigTester
diff --git a/tests/models/nougat/test_image_processing_nougat.py b/tests/models/nougat/test_image_processing_nougat.py
index 1a174ebc0f48..8dc4b9816cba 100644
--- a/tests/models/nougat/test_image_processing_nougat.py
+++ b/tests/models/nougat/test_image_processing_nougat.py
@@ -14,13 +14,14 @@
 
 
 import unittest
+from functools import cached_property
 
 import numpy as np
 from huggingface_hub import hf_hub_download
 
 from transformers.image_utils import SizeDict, load_image
 from transformers.testing_utils import require_torch, require_vision
-from transformers.utils import cached_property, is_torch_available, is_torchvision_available, is_vision_available
+from transformers.utils import is_torch_available, is_torchvision_available, is_vision_available
 
 from ...test_image_processing_common import ImageProcessingTestMixin, prepare_image_inputs
 from ...test_processing_common import url_to_local_path
diff --git a/tests/models/omdet_turbo/test_modeling_omdet_turbo.py b/tests/models/omdet_turbo/test_modeling_omdet_turbo.py
index b7119d79730c..224ebd1c6cee 100644
--- a/tests/models/omdet_turbo/test_modeling_omdet_turbo.py
+++ b/tests/models/omdet_turbo/test_modeling_omdet_turbo.py
@@ -15,13 +15,13 @@
 
 import copy
 import unittest
+from functools import cached_property
 from io import BytesIO
 
 import requests
 
 from transformers import OmDetTurboConfig, is_torch_available, is_vision_available
 from transformers.feature_extraction_utils import BatchFeature
-from transformers.file_utils import cached_property
 from transformers.testing_utils import (
     require_timm,
     require_torch,
diff --git a/tests/models/oneformer/test_modeling_oneformer.py b/tests/models/oneformer/test_modeling_oneformer.py
index 669369344f36..5269b1d155cf 100644
--- a/tests/models/oneformer/test_modeling_oneformer.py
+++ b/tests/models/oneformer/test_modeling_oneformer.py
@@ -15,6 +15,7 @@
 
 import inspect
 import unittest
+from functools import cached_property
 
 import numpy as np
 
@@ -32,7 +33,6 @@
     slow,
     torch_device,
 )
-from transformers.utils import cached_property
 
 from ...test_configuration_common import ConfigTester
 from ...test_modeling_common import ModelTesterMixin, _config_zero_init
diff --git a/tests/models/pegasus/test_modeling_pegasus.py b/tests/models/pegasus/test_modeling_pegasus.py
index e1dd7676b348..a8aa93adedbb 100644
--- a/tests/models/pegasus/test_modeling_pegasus.py
+++ b/tests/models/pegasus/test_modeling_pegasus.py
@@ -15,6 +15,7 @@
 
 import tempfile
 import unittest
+from functools import cached_property
 
 from transformers import PegasusConfig, is_torch_available
 from transformers.testing_utils import (
@@ -25,7 +26,6 @@
     slow,
     torch_device,
 )
-from transformers.utils import cached_property
 
 from ...generation.test_utils import GenerationTesterMixin
 from ...test_configuration_common import ConfigTester
diff --git a/tests/models/pegasus/test_tokenization_pegasus.py b/tests/models/pegasus/test_tokenization_pegasus.py
index 1a505b6f6e23..bd8d07cdabae 100644
--- a/tests/models/pegasus/test_tokenization_pegasus.py
+++ b/tests/models/pegasus/test_tokenization_pegasus.py
@@ -13,10 +13,10 @@
 # limitations under the License.
 
 import unittest
+from functools import cached_property
 
 from transformers import PegasusTokenizer, PegasusTokenizerFast
 from transformers.testing_utils import get_tests_dir, require_sentencepiece, require_tokenizers, require_torch, slow
-from transformers.utils import cached_property
 
 from ...test_tokenization_common import TokenizerTesterMixin
 
diff --git a/tests/models/pegasus_x/test_modeling_pegasus_x.py b/tests/models/pegasus_x/test_modeling_pegasus_x.py
index 20cdac98fbed..241fe66f25e3 100644
--- a/tests/models/pegasus_x/test_modeling_pegasus_x.py
+++ b/tests/models/pegasus_x/test_modeling_pegasus_x.py
@@ -17,6 +17,7 @@
 import math
 import tempfile
 import unittest
+from functools import cached_property
 
 from transformers import is_torch_available
 from transformers.testing_utils import (
@@ -27,7 +28,6 @@
     slow,
     torch_device,
 )
-from transformers.utils import cached_property
 
 from ...generation.test_utils import GenerationTesterMixin
 from ...test_configuration_common import ConfigTester
diff --git a/tests/models/perceiver/test_tokenization_perceiver.py b/tests/models/perceiver/test_tokenization_perceiver.py
index ed6a3d30396a..87d9f3d0075c 100644
--- a/tests/models/perceiver/test_tokenization_perceiver.py
+++ b/tests/models/perceiver/test_tokenization_perceiver.py
@@ -18,9 +18,10 @@
 import shutil
 import tempfile
 import unittest
+from functools import cached_property
 
 from transformers import AddedToken, BatchEncoding, PerceiverTokenizer
-from transformers.utils import cached_property, is_tf_available, is_torch_available
+from transformers.utils import is_tf_available, is_torch_available
 
 from ...test_tokenization_common import TokenizerTesterMixin
 
diff --git a/tests/models/plbart/test_modeling_plbart.py b/tests/models/plbart/test_modeling_plbart.py
index 8bc551c2cb72..75f72a19028f 100644
--- a/tests/models/plbart/test_modeling_plbart.py
+++ b/tests/models/plbart/test_modeling_plbart.py
@@ -16,6 +16,7 @@
 import copy
 import tempfile
 import unittest
+from functools import cached_property
 
 from transformers import PLBartConfig, is_torch_available
 from transformers.testing_utils import (
@@ -26,7 +27,6 @@
     slow,
     torch_device,
 )
-from transformers.utils import cached_property
 
 from ...generation.test_utils import GenerationTesterMixin
 from ...test_configuration_common import ConfigTester
diff --git a/tests/models/rag/test_modeling_rag.py b/tests/models/rag/test_modeling_rag.py
index 4163cf793d55..ad0160a42a69 100644
--- a/tests/models/rag/test_modeling_rag.py
+++ b/tests/models/rag/test_modeling_rag.py
@@ -18,6 +18,7 @@
 import shutil
 import tempfile
 import unittest
+from functools import cached_property
 from unittest.mock import patch
 
 import numpy as np
@@ -37,7 +38,7 @@
     slow,
     torch_device,
 )
-from transformers.utils import cached_property, is_datasets_available, is_faiss_available, is_torch_available
+from transformers.utils import is_datasets_available, is_faiss_available, is_torch_available
 
 from ..bart.test_modeling_bart import BartModelTester
 from ..dpr.test_modeling_dpr import DPRModelTester
diff --git a/tests/models/reformer/test_tokenization_reformer.py b/tests/models/reformer/test_tokenization_reformer.py
index d5e3901b3fb7..297470a2e171 100644
--- a/tests/models/reformer/test_tokenization_reformer.py
+++ b/tests/models/reformer/test_tokenization_reformer.py
@@ -13,10 +13,10 @@
 # limitations under the License.
 
 import unittest
+from functools import cached_property
 
 from transformers import SPIECE_UNDERLINE, ReformerTokenizer, ReformerTokenizerFast
 from transformers.testing_utils import get_tests_dir, require_sentencepiece, require_tokenizers, require_torch, slow
-from transformers.utils import cached_property
 
 from ...test_tokenization_common import TokenizerTesterMixin
 
diff --git a/tests/models/regnet/test_modeling_regnet.py b/tests/models/regnet/test_modeling_regnet.py
index e51e4fec6d7c..bc7be198d145 100644
--- a/tests/models/regnet/test_modeling_regnet.py
+++ b/tests/models/regnet/test_modeling_regnet.py
@@ -14,9 +14,10 @@
 """Testing suite for the PyTorch RegNet model."""
 
 import unittest
+from functools import cached_property
 
 from transformers import RegNetConfig
-from transformers.file_utils import cached_property, is_torch_available, is_vision_available
+from transformers.file_utils import is_torch_available, is_vision_available
 from transformers.testing_utils import Expectations, is_flaky, require_torch, require_vision, slow, torch_device
 
 from ...test_configuration_common import ConfigTester
diff --git a/tests/models/resnet/test_modeling_resnet.py b/tests/models/resnet/test_modeling_resnet.py
index ea1acf7d0c9b..42c5aba10446 100644
--- a/tests/models/resnet/test_modeling_resnet.py
+++ b/tests/models/resnet/test_modeling_resnet.py
@@ -14,10 +14,11 @@
 """Testing suite for the PyTorch ResNet model."""
 
 import unittest
+from functools import cached_property
 
 from transformers import ResNetConfig
 from transformers.testing_utils import Expectations, require_torch, require_vision, slow, torch_device
-from transformers.utils import cached_property, is_torch_available, is_vision_available
+from transformers.utils import is_torch_available, is_vision_available
 
 from ...test_backbone_common import BackboneTesterMixin
 from ...test_configuration_common import ConfigTester
diff --git a/tests/models/rt_detr/test_modeling_rt_detr.py b/tests/models/rt_detr/test_modeling_rt_detr.py
index 735d74cb704f..746d98c138f9 100644
--- a/tests/models/rt_detr/test_modeling_rt_detr.py
+++ b/tests/models/rt_detr/test_modeling_rt_detr.py
@@ -18,6 +18,7 @@
 import math
 import tempfile
 import unittest
+from functools import cached_property
 
 from parameterized import parameterized
 
@@ -36,7 +37,6 @@
     slow,
     torch_device,
 )
-from transformers.utils import cached_property
 
 from ...test_configuration_common import ConfigTester
 from ...test_modeling_common import ModelTesterMixin, _config_zero_init, floats_tensor
diff --git a/tests/models/rt_detr_v2/test_modeling_rt_detr_v2.py b/tests/models/rt_detr_v2/test_modeling_rt_detr_v2.py
index f6b06497ace5..de7414ba6536 100644
--- a/tests/models/rt_detr_v2/test_modeling_rt_detr_v2.py
+++ b/tests/models/rt_detr_v2/test_modeling_rt_detr_v2.py
@@ -18,6 +18,7 @@
 import math
 import tempfile
 import unittest
+from functools import cached_property
 
 from parameterized import parameterized
 
@@ -35,7 +36,6 @@
     slow,
     torch_device,
 )
-from transformers.utils import cached_property
 
 from ...test_configuration_common import ConfigTester
 from ...test_modeling_common import ModelTesterMixin, _config_zero_init, floats_tensor
diff --git a/tests/models/seamless_m4t/test_modeling_seamless_m4t.py b/tests/models/seamless_m4t/test_modeling_seamless_m4t.py
index 505237239376..6e5bb8e7f2b4 100644
--- a/tests/models/seamless_m4t/test_modeling_seamless_m4t.py
+++ b/tests/models/seamless_m4t/test_modeling_seamless_m4t.py
@@ -16,11 +16,11 @@
 import copy
 import tempfile
 import unittest
+from functools import cached_property
 
 from transformers import SeamlessM4TConfig, is_speech_available, is_torch_available
 from transformers.testing_utils import require_speech, require_torch, slow, torch_device
 from transformers.trainer_utils import set_seed
-from transformers.utils import cached_property
 
 from ...test_configuration_common import ConfigTester
 from ...test_modeling_common import (
diff --git a/tests/models/seamless_m4t_v2/test_modeling_seamless_m4t_v2.py b/tests/models/seamless_m4t_v2/test_modeling_seamless_m4t_v2.py
index cedbfe42330d..1cadf22ca9d9 100644
--- a/tests/models/seamless_m4t_v2/test_modeling_seamless_m4t_v2.py
+++ b/tests/models/seamless_m4t_v2/test_modeling_seamless_m4t_v2.py
@@ -16,11 +16,11 @@
 import copy
 import tempfile
 import unittest
+from functools import cached_property
 
 from transformers import SeamlessM4Tv2Config, is_speech_available, is_torch_available
 from transformers.testing_utils import require_speech, require_torch, slow, torch_device
 from transformers.trainer_utils import set_seed
-from transformers.utils import cached_property
 
 from ...test_configuration_common import ConfigTester
 from ...test_modeling_common import (
diff --git a/tests/models/seggpt/test_modeling_seggpt.py b/tests/models/seggpt/test_modeling_seggpt.py
index 4083276e1852..4a30b5cbd8bb 100644
--- a/tests/models/seggpt/test_modeling_seggpt.py
+++ b/tests/models/seggpt/test_modeling_seggpt.py
@@ -16,6 +16,7 @@
 import inspect
 import math
 import unittest
+from functools import cached_property
 
 from datasets import load_dataset
 
@@ -27,7 +28,7 @@
     slow,
     torch_device,
 )
-from transformers.utils import cached_property, is_torch_available, is_vision_available
+from transformers.utils import is_torch_available, is_vision_available
 
 from ...test_configuration_common import ConfigTester
 from ...test_modeling_common import ModelTesterMixin, floats_tensor
diff --git a/tests/models/siglip/test_tokenization_siglip.py b/tests/models/siglip/test_tokenization_siglip.py
index ab682bd9ed64..68e7f1fbf4b1 100644
--- a/tests/models/siglip/test_tokenization_siglip.py
+++ b/tests/models/siglip/test_tokenization_siglip.py
@@ -16,10 +16,11 @@
 import os
 import tempfile
 import unittest
+from functools import cached_property
 
 from transformers import SPIECE_UNDERLINE, AddedToken, BatchEncoding, SiglipTokenizer
 from transformers.testing_utils import get_tests_dir, require_sentencepiece, require_tokenizers, slow
-from transformers.utils import cached_property, is_tf_available, is_torch_available
+from transformers.utils import is_tf_available, is_torch_available
 
 from ...test_tokenization_common import TokenizerTesterMixin
 
diff --git a/tests/models/speecht5/test_modeling_speecht5.py b/tests/models/speecht5/test_modeling_speecht5.py
index 642759b00dcc..08901367fd44 100644
--- a/tests/models/speecht5/test_modeling_speecht5.py
+++ b/tests/models/speecht5/test_modeling_speecht5.py
@@ -17,6 +17,7 @@
 import inspect
 import tempfile
 import unittest
+from functools import cached_property
 
 from transformers import SpeechT5Config, SpeechT5HifiGanConfig
 from transformers.testing_utils import (
@@ -30,7 +31,6 @@
     torch_device,
 )
 from transformers.trainer_utils import set_seed
-from transformers.utils import cached_property
 
 from ...generation.test_utils import GenerationTesterMixin
 from ...test_configuration_common import ConfigTester
diff --git a/tests/models/superglue/test_modeling_superglue.py b/tests/models/superglue/test_modeling_superglue.py
index daafbef62b3a..cc916c55b826 100644
--- a/tests/models/superglue/test_modeling_superglue.py
+++ b/tests/models/superglue/test_modeling_superglue.py
@@ -13,12 +13,13 @@
 # limitations under the License.
 import inspect
 import unittest
+from functools import cached_property
 
 from datasets import load_dataset
 
 from transformers.models.superglue.configuration_superglue import SuperGlueConfig
 from transformers.testing_utils import require_torch, require_vision, slow, torch_device
-from transformers.utils import cached_property, is_torch_available, is_vision_available
+from transformers.utils import is_torch_available, is_vision_available
 
 from ...test_configuration_common import ConfigTester
 from ...test_modeling_common import ModelTesterMixin, floats_tensor
diff --git a/tests/models/superpoint/test_modeling_superpoint.py b/tests/models/superpoint/test_modeling_superpoint.py
index 329148e67e66..0f49a8f00bcc 100644
--- a/tests/models/superpoint/test_modeling_superpoint.py
+++ b/tests/models/superpoint/test_modeling_superpoint.py
@@ -13,10 +13,11 @@
 # limitations under the License.
 import inspect
 import unittest
+from functools import cached_property
 
 from transformers.models.superpoint.configuration_superpoint import SuperPointConfig
 from transformers.testing_utils import is_flaky, require_torch, require_vision, slow, torch_device
-from transformers.utils import cached_property, is_torch_available, is_vision_available
+from transformers.utils import is_torch_available, is_vision_available
 
 from ...test_configuration_common import ConfigTester
 from ...test_modeling_common import ModelTesterMixin, floats_tensor
diff --git a/tests/models/swiftformer/test_modeling_swiftformer.py b/tests/models/swiftformer/test_modeling_swiftformer.py
index 5b5736f83d76..e17114793b49 100644
--- a/tests/models/swiftformer/test_modeling_swiftformer.py
+++ b/tests/models/swiftformer/test_modeling_swiftformer.py
@@ -14,6 +14,7 @@
 """Testing suite for the PyTorch SwiftFormer model."""
 
 import unittest
+from functools import cached_property
 
 from transformers import SwiftFormerConfig
 from transformers.testing_utils import (
@@ -22,7 +23,7 @@
     slow,
     torch_device,
 )
-from transformers.utils import cached_property, is_torch_available, is_vision_available
+from transformers.utils import is_torch_available, is_vision_available
 
 from ...test_configuration_common import ConfigTester
 from ...test_modeling_common import ModelTesterMixin, _config_zero_init, floats_tensor, ids_tensor
diff --git a/tests/models/swin/test_modeling_swin.py b/tests/models/swin/test_modeling_swin.py
index a7cdb6a8de3b..17dac09168b1 100644
--- a/tests/models/swin/test_modeling_swin.py
+++ b/tests/models/swin/test_modeling_swin.py
@@ -15,10 +15,11 @@
 
 import collections
 import unittest
+from functools import cached_property
 
 from transformers import SwinConfig
 from transformers.testing_utils import require_torch, require_vision, slow, torch_device
-from transformers.utils import cached_property, is_torch_available, is_vision_available
+from transformers.utils import is_torch_available, is_vision_available
 
 from ...test_backbone_common import BackboneTesterMixin
 from ...test_configuration_common import ConfigTester
diff --git a/tests/models/swinv2/test_modeling_swinv2.py b/tests/models/swinv2/test_modeling_swinv2.py
index 42138d6c7c51..0779236859e7 100644
--- a/tests/models/swinv2/test_modeling_swinv2.py
+++ b/tests/models/swinv2/test_modeling_swinv2.py
@@ -16,10 +16,11 @@
 import collections
 import inspect
 import unittest
+from functools import cached_property
 
 from transformers import Swinv2Config
 from transformers.testing_utils import require_torch, require_vision, slow, torch_device
-from transformers.utils import cached_property, is_torch_available, is_vision_available
+from transformers.utils import is_torch_available, is_vision_available
 
 from ...test_backbone_common import BackboneTesterMixin
 from ...test_configuration_common import ConfigTester
diff --git a/tests/models/t5/test_modeling_t5.py b/tests/models/t5/test_modeling_t5.py
index 9de1467fa061..299c5b232264 100644
--- a/tests/models/t5/test_modeling_t5.py
+++ b/tests/models/t5/test_modeling_t5.py
@@ -18,6 +18,7 @@
 import pickle
 import tempfile
 import unittest
+from functools import cached_property
 
 import pytest
 
@@ -35,7 +36,6 @@
     slow,
     torch_device,
 )
-from transformers.utils import cached_property
 from transformers.utils.fx import symbolic_trace
 
 from ...generation.test_utils import GenerationTesterMixin
diff --git a/tests/models/t5/test_tokenization_t5.py b/tests/models/t5/test_tokenization_t5.py
index 31a5503ef1d2..cfc689eaf1c0 100644
--- a/tests/models/t5/test_tokenization_t5.py
+++ b/tests/models/t5/test_tokenization_t5.py
@@ -16,10 +16,11 @@
 import re
 import tempfile
 import unittest
+from functools import cached_property
 
 from transformers import SPIECE_UNDERLINE, AddedToken, BatchEncoding, T5Tokenizer, T5TokenizerFast
 from transformers.testing_utils import get_tests_dir, require_sentencepiece, require_seqio, require_tokenizers, slow
-from transformers.utils import cached_property, is_tf_available, is_torch_available
+from transformers.utils import is_tf_available, is_torch_available
 
 from ...test_tokenization_common import TokenizerTesterMixin
 
diff --git a/tests/models/tapas/test_modeling_tapas.py b/tests/models/tapas/test_modeling_tapas.py
index a21981ce4953..c96c7691687c 100644
--- a/tests/models/tapas/test_modeling_tapas.py
+++ b/tests/models/tapas/test_modeling_tapas.py
@@ -14,6 +14,7 @@
 
 import copy
 import unittest
+from functools import cached_property
 
 import numpy as np
 import pandas as pd
@@ -32,7 +33,6 @@
 )
 from transformers.models.auto import get_values
 from transformers.testing_utils import require_torch, slow, torch_device
-from transformers.utils import cached_property
 
 from ...test_configuration_common import ConfigTester
 from ...test_modeling_common import ModelTesterMixin, floats_tensor, ids_tensor, random_attention_mask
diff --git a/tests/models/timesformer/test_modeling_timesformer.py b/tests/models/timesformer/test_modeling_timesformer.py
index 81177ae5cedc..10aef612fdae 100644
--- a/tests/models/timesformer/test_modeling_timesformer.py
+++ b/tests/models/timesformer/test_modeling_timesformer.py
@@ -15,6 +15,7 @@
 
 import copy
 import unittest
+from functools import cached_property
 
 import numpy as np
 from huggingface_hub import hf_hub_download
@@ -22,7 +23,7 @@
 from transformers import TimesformerConfig
 from transformers.models.auto import get_values
 from transformers.testing_utils import Expectations, require_torch, require_vision, slow, torch_device
-from transformers.utils import cached_property, is_torch_available, is_vision_available
+from transformers.utils import is_torch_available, is_vision_available
 
 from ...test_configuration_common import ConfigTester
 from ...test_modeling_common import ModelTesterMixin, floats_tensor, ids_tensor
diff --git a/tests/models/tvp/test_modeling_tvp.py b/tests/models/tvp/test_modeling_tvp.py
index 5c4e3d7de482..c002127cbd9a 100644
--- a/tests/models/tvp/test_modeling_tvp.py
+++ b/tests/models/tvp/test_modeling_tvp.py
@@ -14,10 +14,11 @@
 """Testing suite for the PyTorch TVP model."""
 
 import unittest
+from functools import cached_property
 
 from transformers import ResNetConfig, TimmBackboneConfig, TvpConfig
 from transformers.testing_utils import require_timm, require_torch, require_vision, torch_device
-from transformers.utils import cached_property, is_torch_available, is_vision_available
+from transformers.utils import is_torch_available, is_vision_available
 
 from ...test_modeling_common import (
     ModelTesterMixin,
diff --git a/tests/models/udop/test_modeling_udop.py b/tests/models/udop/test_modeling_udop.py
index 92dd47c39201..3ec5df33d2b9 100644
--- a/tests/models/udop/test_modeling_udop.py
+++ b/tests/models/udop/test_modeling_udop.py
@@ -15,6 +15,7 @@
 import copy
 import inspect
 import unittest
+from functools import cached_property
 
 from datasets import load_dataset
 
@@ -27,7 +28,6 @@
     slow,
     torch_device,
 )
-from transformers.utils import cached_property
 
 from ...generation.test_utils import GenerationTesterMixin
 from ...test_configuration_common import ConfigTester
diff --git a/tests/models/udop/test_processing_udop.py b/tests/models/udop/test_processing_udop.py
index 78cb2c36b9f3..775ab5404310 100644
--- a/tests/models/udop/test_processing_udop.py
+++ b/tests/models/udop/test_processing_udop.py
@@ -15,6 +15,7 @@
 import shutil
 import tempfile
 import unittest
+from functools import cached_property
 
 from transformers import (
     PreTrainedTokenizer,
@@ -31,7 +32,7 @@
     require_torch,
     slow,
 )
-from transformers.utils import cached_property, is_pytesseract_available, is_torch_available
+from transformers.utils import is_pytesseract_available, is_torch_available
 
 from ...test_processing_common import ProcessorTesterMixin
 
diff --git a/tests/models/videomae/test_modeling_videomae.py b/tests/models/videomae/test_modeling_videomae.py
index 224d9fe1d723..af5b96acad63 100644
--- a/tests/models/videomae/test_modeling_videomae.py
+++ b/tests/models/videomae/test_modeling_videomae.py
@@ -16,6 +16,7 @@
 import copy
 import tempfile
 import unittest
+from functools import cached_property
 
 import numpy as np
 from huggingface_hub import hf_hub_download
@@ -33,7 +34,7 @@
     slow,
     torch_device,
 )
-from transformers.utils import cached_property, check_torch_load_is_safe, is_torch_available, is_vision_available
+from transformers.utils import check_torch_load_is_safe, is_torch_available, is_vision_available
 
 from ...test_configuration_common import ConfigTester
 from ...test_modeling_common import ModelTesterMixin, floats_tensor, ids_tensor
diff --git a/tests/models/vilt/test_modeling_vilt.py b/tests/models/vilt/test_modeling_vilt.py
index ec3fff698bef..faffcfccabed 100644
--- a/tests/models/vilt/test_modeling_vilt.py
+++ b/tests/models/vilt/test_modeling_vilt.py
@@ -14,13 +14,13 @@
 """Testing suite for the PyTorch ViLT model."""
 
 import unittest
+from functools import cached_property
 
 from datasets import load_dataset
 from packaging import version
 
 from transformers import ViltConfig, is_torch_available, is_vision_available
 from transformers.testing_utils import require_torch, require_vision, slow, torch_device
-from transformers.utils import cached_property
 
 from ...test_configuration_common import ConfigTester
 from ...test_modeling_common import ModelTesterMixin, floats_tensor, ids_tensor, random_attention_mask
diff --git a/tests/models/vision_encoder_decoder/test_modeling_vision_encoder_decoder.py b/tests/models/vision_encoder_decoder/test_modeling_vision_encoder_decoder.py
index dbaa2d3d8db1..2401a1e5fb15 100644
--- a/tests/models/vision_encoder_decoder/test_modeling_vision_encoder_decoder.py
+++ b/tests/models/vision_encoder_decoder/test_modeling_vision_encoder_decoder.py
@@ -15,6 +15,7 @@
 import re
 import tempfile
 import unittest
+from functools import cached_property
 
 from datasets import load_dataset
 from huggingface_hub import hf_hub_download
@@ -32,7 +33,6 @@
     torch_device,
 )
 from transformers.utils import (
-    cached_property,
     is_torch_available,
     is_vision_available,
 )
diff --git a/tests/models/vit/test_modeling_vit.py b/tests/models/vit/test_modeling_vit.py
index 6d8337a893fc..9094e6898804 100644
--- a/tests/models/vit/test_modeling_vit.py
+++ b/tests/models/vit/test_modeling_vit.py
@@ -14,6 +14,7 @@
 """Testing suite for the PyTorch ViT model."""
 
 import unittest
+from functools import cached_property
 
 from transformers import ViTConfig
 from transformers.testing_utils import (
@@ -25,7 +26,7 @@
     slow,
     torch_device,
 )
-from transformers.utils import cached_property, is_torch_available, is_vision_available
+from transformers.utils import is_torch_available, is_vision_available
 
 from ...test_configuration_common import ConfigTester
 from ...test_modeling_common import ModelTesterMixin, floats_tensor, ids_tensor
diff --git a/tests/models/vit_mae/test_modeling_vit_mae.py b/tests/models/vit_mae/test_modeling_vit_mae.py
index 9c5710146d37..a79bcec8af72 100644
--- a/tests/models/vit_mae/test_modeling_vit_mae.py
+++ b/tests/models/vit_mae/test_modeling_vit_mae.py
@@ -16,6 +16,7 @@
 import math
 import tempfile
 import unittest
+from functools import cached_property
 
 import numpy as np
 from pytest import mark
@@ -30,7 +31,7 @@
     slow,
     torch_device,
 )
-from transformers.utils import cached_property, is_torch_available, is_vision_available
+from transformers.utils import is_torch_available, is_vision_available
 
 from ...test_configuration_common import ConfigTester
 from ...test_modeling_common import ModelTesterMixin, _config_zero_init, floats_tensor, ids_tensor
diff --git a/tests/models/vit_msn/test_modeling_vit_msn.py b/tests/models/vit_msn/test_modeling_vit_msn.py
index 4fd320989755..8bd6850f1bb1 100644
--- a/tests/models/vit_msn/test_modeling_vit_msn.py
+++ b/tests/models/vit_msn/test_modeling_vit_msn.py
@@ -14,10 +14,11 @@
 """Testing suite for the PyTorch ViTMSN model."""
 
 import unittest
+from functools import cached_property
 
 from transformers import ViTMSNConfig
 from transformers.testing_utils import require_torch, require_vision, slow, torch_device
-from transformers.utils import cached_property, is_torch_available, is_vision_available
+from transformers.utils import is_torch_available, is_vision_available
 
 from ...test_configuration_common import ConfigTester
 from ...test_modeling_common import ModelTesterMixin, floats_tensor, ids_tensor
diff --git a/tests/models/vitpose/test_modeling_vitpose.py b/tests/models/vitpose/test_modeling_vitpose.py
index d7782915cffa..7cb92e10f005 100644
--- a/tests/models/vitpose/test_modeling_vitpose.py
+++ b/tests/models/vitpose/test_modeling_vitpose.py
@@ -15,12 +15,13 @@
 
 import inspect
 import unittest
+from functools import cached_property
 
 import requests
 
 from transformers import VitPoseBackboneConfig, VitPoseConfig
 from transformers.testing_utils import require_torch, require_vision, slow, torch_device
-from transformers.utils import cached_property, is_torch_available, is_vision_available
+from transformers.utils import is_torch_available, is_vision_available
 from transformers.utils.import_utils import get_torch_major_and_minor_version
 
 from ...test_configuration_common import ConfigTester
diff --git a/tests/models/vivit/test_modeling_vivit.py b/tests/models/vivit/test_modeling_vivit.py
index 44c4f03781e6..f1bd8da01e9b 100644
--- a/tests/models/vivit/test_modeling_vivit.py
+++ b/tests/models/vivit/test_modeling_vivit.py
@@ -16,6 +16,7 @@
 import copy
 import inspect
 import unittest
+from functools import cached_property
 
 import numpy as np
 from huggingface_hub import hf_hub_download
@@ -23,7 +24,7 @@
 from transformers import VivitConfig
 from transformers.models.auto import get_values
 from transformers.testing_utils import Expectations, require_torch, require_vision, slow, torch_device
-from transformers.utils import cached_property, is_torch_available, is_vision_available
+from transformers.utils import is_torch_available, is_vision_available
 
 from ...test_configuration_common import ConfigTester
 from ...test_modeling_common import ModelTesterMixin, floats_tensor, ids_tensor
diff --git a/tests/models/vjepa2/test_modeling_vjepa2.py b/tests/models/vjepa2/test_modeling_vjepa2.py
index 1227ce50eccd..1d0004122ab4 100644
--- a/tests/models/vjepa2/test_modeling_vjepa2.py
+++ b/tests/models/vjepa2/test_modeling_vjepa2.py
@@ -15,6 +15,7 @@
 """Testing suite for the PyTorch V-JEPA2 model."""
 
 import unittest
+from functools import cached_property
 
 import numpy as np
 
@@ -26,7 +27,7 @@
     slow,
     torch_device,
 )
-from transformers.utils import cached_property, is_torch_available, is_vision_available
+from transformers.utils import is_torch_available, is_vision_available
 
 from ...test_configuration_common import ConfigTester
 from ...test_modeling_common import ModelTesterMixin, floats_tensor
diff --git a/tests/models/xglm/test_tokenization_xglm.py b/tests/models/xglm/test_tokenization_xglm.py
index 3444a58b32fe..c45f1747f78f 100644
--- a/tests/models/xglm/test_tokenization_xglm.py
+++ b/tests/models/xglm/test_tokenization_xglm.py
@@ -16,10 +16,10 @@
 import shutil
 import tempfile
 import unittest
+from functools import cached_property
 
 from transformers import SPIECE_UNDERLINE, XGLMTokenizer, XGLMTokenizerFast
 from transformers.testing_utils import get_tests_dir, require_sentencepiece, require_tokenizers, slow
-from transformers.utils import cached_property
 
 from ...test_tokenization_common import TokenizerTesterMixin
 
diff --git a/tests/models/xlm_roberta/test_tokenization_xlm_roberta.py b/tests/models/xlm_roberta/test_tokenization_xlm_roberta.py
index 41f37f846863..3fe66d53a263 100644
--- a/tests/models/xlm_roberta/test_tokenization_xlm_roberta.py
+++ b/tests/models/xlm_roberta/test_tokenization_xlm_roberta.py
@@ -16,10 +16,10 @@
 import shutil
 import tempfile
 import unittest
+from functools import cached_property
 
 from transformers import SPIECE_UNDERLINE, XLMRobertaTokenizer, XLMRobertaTokenizerFast
 from transformers.testing_utils import get_tests_dir, require_sentencepiece, require_tokenizers, slow
-from transformers.utils import cached_property
 
 from ...test_tokenization_common import TokenizerTesterMixin
 
diff --git a/tests/models/yolos/test_modeling_yolos.py b/tests/models/yolos/test_modeling_yolos.py
index 3c2a78a87200..e4de540ef3e8 100644
--- a/tests/models/yolos/test_modeling_yolos.py
+++ b/tests/models/yolos/test_modeling_yolos.py
@@ -14,10 +14,11 @@
 """Testing suite for the PyTorch YOLOS model."""
 
 import unittest
+from functools import cached_property
 
 from transformers import YolosConfig
 from transformers.testing_utils import require_torch, require_vision, slow, torch_device
-from transformers.utils import cached_property, is_torch_available, is_vision_available
+from transformers.utils import is_torch_available, is_vision_available
 
 from ...test_configuration_common import ConfigTester
 from ...test_modeling_common import ModelTesterMixin, floats_tensor