Move test model folders (#17034)

* move test model folders (TODO: fix imports and others)

* fix (potentially partially) imports (in model test modules)

* fix (potentially partially) imports (in tokenization test modules)

* fix (potentially partially) imports (in feature extraction test modules)

* fix import utils.test_modeling_tf_core

* fix path ../fixtures/

* fix imports about generation.test_generation_flax_utils

* fix more imports

* fix fixture path

* fix get_test_dir

* update module_to_test_file

* fix get_tests_dir from wrong transformers.utils

* update config.yml (CircleCI)

* fix style

* remove missing imports

* update new model script

* update check_repo

* update SPECIAL_MODULE_TO_TEST_MAP

* fix style

* add __init__

* update self-scheduled

* fix add_new_model scripts

* check one way to get location back

* python setup.py build install

* fix import in test auto

* update self-scheduled.yml

* update slack notification script

* Add comments about artifact names

* fix for yolos

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>

.circleci/config.yml

@@ -916,7 +916,7 @@ jobs:
                   path: ~/transformers/test_preparation.txt
             - run: |
                   if [ -f test_list.txt ]; then
-                    python -m pytest -n 1 tests/*layoutlmv2* --dist=loadfile -s --make-reports=tests_layoutlmv2 --durations=100
+                    python -m pytest -n 1 tests/models/*layoutlmv2* --dist=loadfile -s --make-reports=tests_layoutlmv2 --durations=100
                   fi
             - store_artifacts:
                   path: ~/transformers/tests_output.txt

.github/workflows/self-scheduled.yml

@@ -43,13 +43,14 @@ jobs:
         working-directory: /transformers
         run: |
           rm -rf tests/__pycache__
+          rm -rf tests/models/__pycache__
           rm -rf reports
 
       - id: set-matrix
         name: Identify models to test
         working-directory: /transformers/tests
         run: |
-          echo "::set-output name=matrix::$(python3 -c 'import os; x = list(filter(os.path.isdir, os.listdir(os.getcwd()))); x.sort(); print(x)')"
+          echo "::set-output name=matrix::$(python3 -c 'import os; tests = os.getcwd(); model_tests = os.listdir(os.path.join(tests, "models")); d1 = sorted(list(filter(os.path.isdir, os.listdir(tests)))); d2 = sorted(list(filter(os.path.isdir, [f"models/{x}" for x in model_tests]))); d1.remove("models"); d = d2 + d1; print(d)')"
 
       - name: NVIDIA-SMI
         run: |
@@ -76,7 +77,16 @@ jobs:
     needs: setup
     steps:
       - name: Echo folder ${{ matrix.folders }}
-        run: echo "${{ matrix.folders }}"
+        shell: bash
+        # For folders like `models/bert`, set an env. var. (`matrix_folders`) to `models_bert`, which will be used to
+        # set the artifact folder names (because the character `/` is not allowed).
+        run: |
+          echo "${{ matrix.folders }}"
+          matrix_folders=${{ matrix.folders }}
+          echo "$matrix_folders"
+          matrix_folders=${matrix_folders/'models/'/'models_'}
+          echo "$matrix_folders"
+          echo "matrix_folders=$matrix_folders" >> $GITHUB_ENV
 
       - name: Update clone
         working-directory: /transformers
@@ -95,7 +105,7 @@ jobs:
         if: ${{ always() }}
         uses: actions/upload-artifact@v2
         with:
-          name: ${{ matrix.machines }}_run_all_tests_gpu_${{ matrix.folders }}_test_reports
+          name: ${{ matrix.machines }}_run_all_tests_gpu_${{ env.matrix_folders }}_test_reports
           path: /transformers/reports/${{ matrix.machines }}_tests_gpu_${{ matrix.folders }}
 
   run_examples_gpu:
@@ -255,6 +265,8 @@ jobs:
           CI_SLACK_CHANNEL_ID: ${{ secrets.CI_SLACK_CHANNEL_ID }}
           CI_SLACK_CHANNEL_ID_DAILY: ${{ secrets.CI_SLACK_CHANNEL_ID_DAILY }}
           CI_SLACK_CHANNEL_DUMMY_TESTS: ${{ secrets.CI_SLACK_CHANNEL_DUMMY_TESTS }}
+        # We pass `needs.setup.outputs.matrix` as the argument. A processing in `notification_service.py` to change
+        # `models/bert` to `models_bert` is required, as the artifact names use `_` instead of `/`.
         run: |
           pip install slack_sdk
           python utils/notification_service.py "${{ needs.setup.outputs.matrix }}"

src/transformers/commands/add_new_model.py

@@ -102,10 +102,10 @@ class AddNewModelCommand(BaseTransformersCLICommand):
 
         model_dir = f"{path_to_transformer_root}/src/transformers/models/{lowercase_model_name}"
         os.makedirs(model_dir, exist_ok=True)
-        os.makedirs(f"{path_to_transformer_root}/tests/{lowercase_model_name}", exist_ok=True)
+        os.makedirs(f"{path_to_transformer_root}/tests/models/{lowercase_model_name}", exist_ok=True)
 
         # Tests require submodules as they have parent imports
-        with open(f"{path_to_transformer_root}/tests/{lowercase_model_name}/__init__.py", "w"):
+        with open(f"{path_to_transformer_root}/tests/models/{lowercase_model_name}/__init__.py", "w"):
             pass
 
         shutil.move(
@@ -136,7 +136,7 @@ class AddNewModelCommand(BaseTransformersCLICommand):
 
             shutil.move(
                 f"{directory}/test_modeling_{lowercase_model_name}.py",
-                f"{path_to_transformer_root}/tests/{lowercase_model_name}/test_modeling_{lowercase_model_name}.py",
+                f"{path_to_transformer_root}/tests/models/{lowercase_model_name}/test_modeling_{lowercase_model_name}.py",
             )
         else:
             os.remove(f"{directory}/modeling_{lowercase_model_name}.py")
@@ -153,7 +153,7 @@ class AddNewModelCommand(BaseTransformersCLICommand):
 
             shutil.move(
                 f"{directory}/test_modeling_tf_{lowercase_model_name}.py",
-                f"{path_to_transformer_root}/tests/{lowercase_model_name}/test_modeling_tf_{lowercase_model_name}.py",
+                f"{path_to_transformer_root}/tests/models/{lowercase_model_name}/test_modeling_tf_{lowercase_model_name}.py",
             )
         else:
             os.remove(f"{directory}/modeling_tf_{lowercase_model_name}.py")
@@ -170,7 +170,7 @@ class AddNewModelCommand(BaseTransformersCLICommand):
 
             shutil.move(
                 f"{directory}/test_modeling_flax_{lowercase_model_name}.py",
-                f"{path_to_transformer_root}/tests/{lowercase_model_name}/test_modeling_flax_{lowercase_model_name}.py",
+                f"{path_to_transformer_root}/tests/models/{lowercase_model_name}/test_modeling_flax_{lowercase_model_name}.py",
             )
         else:
             os.remove(f"{directory}/modeling_flax_{lowercase_model_name}.py")

src/transformers/commands/add_new_model_like.py

@@ -554,7 +554,7 @@ def get_model_files(model_type: str, frameworks: Optional[List[str]] = None) ->
     ]
     test_files = filter_framework_files(test_files, frameworks=frameworks)
     # Add the test directory
-    test_files = [REPO_PATH / "tests" / module_name / f for f in test_files]
+    test_files = [REPO_PATH / "tests" / "models" / module_name / f for f in test_files]
     # Filter by existing files
     test_files = [f for f in test_files if f.exists()]
 
@@ -1227,7 +1227,7 @@ def create_new_model_like(
 
     disabled_fx_test = False
 
-    tests_folder = REPO_PATH / "tests" / new_model_patterns.model_lower_cased
+    tests_folder = REPO_PATH / "tests" / "models" / new_model_patterns.model_lower_cased
     os.makedirs(tests_folder, exist_ok=True)
     with open(tests_folder / "__init__.py", "w"):
         pass

templates/adding_a_missing_tokenization_test/cookiecutter-template-{{cookiecutter.modelname}}/test_tokenization_{{cookiecutter.lowercase_modelname}}.py

@@ -26,25 +26,25 @@ from transformers import {{cookiecutter.camelcase_modelname}}TokenizerFast
 {% endif -%}
 {% if cookiecutter.has_fast_class == "True" and  cookiecutter.slow_tokenizer_use_sentencepiece == "True" -%}
 from transformers.testing_utils import require_sentencepiece, require_tokenizers
-from ..test_tokenization_common import TokenizerTesterMixin
+from ...test_tokenization_common import TokenizerTesterMixin
 
 
 @require_sentencepiece
 @require_tokenizers
 {% elif  cookiecutter.slow_tokenizer_use_sentencepiece == "True" -%}
 from transformers.testing_utils import require_sentencepiece
-from ..test_tokenization_common import TokenizerTesterMixin
+from ...test_tokenization_common import TokenizerTesterMixin
 
 
 @require_sentencepiece
 {% elif  cookiecutter.has_fast_class == "True" -%}
 from transformers.testing_utils import require_tokenizers
-from ..test_tokenization_common import TokenizerTesterMixin
+from ...test_tokenization_common import TokenizerTesterMixin
 
 
 @require_tokenizers
 {% else -%}
-from ..test_tokenization_common import TokenizerTesterMixin
+from ...test_tokenization_common import TokenizerTesterMixin
 
 
 {% endif -%}

templates/adding_a_new_model/cookiecutter-template-{{cookiecutter.modelname}}/test_modeling_flax_{{cookiecutter.lowercase_modelname}}.py

@@ -20,8 +20,8 @@ import unittest
 from transformers import is_flax_available, {{cookiecutter.camelcase_modelname}}Config
 from transformers.testing_utils import require_flax, slow
 
-from ..test_configuration_common import ConfigTester
-from ..test_modeling_flax_common import FlaxModelTesterMixin, ids_tensor
+from ...test_configuration_common import ConfigTester
+from ...test_modeling_flax_common import FlaxModelTesterMixin, ids_tensor
 
 if is_flax_available():
     import numpy as np
@@ -345,8 +345,8 @@ from transformers import (
 )
 from transformers.testing_utils import require_sentencepiece, require_flax, require_tokenizers, slow
 
-from ..test_configuration_common import ConfigTester
-from ..test_modeling_flax_common import FlaxModelTesterMixin, ids_tensor
+from ...test_configuration_common import ConfigTester
+from ...test_modeling_flax_common import FlaxModelTesterMixin, ids_tensor
 
 
 if is_flax_available():

templates/adding_a_new_model/cookiecutter-template-{{cookiecutter.modelname}}/test_modeling_tf_{{cookiecutter.lowercase_modelname}}.py

@@ -20,8 +20,8 @@ import unittest
 from transformers import is_tf_available, {{cookiecutter.camelcase_modelname}}Config
 from transformers.testing_utils import require_tf, slow
 
-from ..test_configuration_common import ConfigTester
-from ..test_modeling_tf_common import TFModelTesterMixin, floats_tensor, ids_tensor, random_attention_mask
+from ...test_configuration_common import ConfigTester
+from ...test_modeling_tf_common import TFModelTesterMixin, floats_tensor, ids_tensor, random_attention_mask
 
 
 if is_tf_available():
@@ -711,8 +711,8 @@ from transformers import (
 )
 from transformers.testing_utils import require_sentencepiece, require_tf, require_tokenizers, slow
 
-from ..test_configuration_common import ConfigTester
-from ..test_modeling_tf_common import TFModelTesterMixin, ids_tensor
+from ...test_configuration_common import ConfigTester
+from ...test_modeling_tf_common import TFModelTesterMixin, ids_tensor
 
 
 if is_tf_available():

templates/adding_a_new_model/cookiecutter-template-{{cookiecutter.modelname}}/test_modeling_{{cookiecutter.lowercase_modelname}}.py

@@ -18,13 +18,13 @@
 {% if cookiecutter.is_encoder_decoder_model == "False" -%}
 import unittest
 
-from ..test_modeling_common import floats_tensor
+from ...test_modeling_common import floats_tensor
 from transformers import is_torch_available
 from transformers.testing_utils import require_torch, slow, torch_device
 
 from transformers import {{cookiecutter.camelcase_modelname}}Config
-from ..test_configuration_common import ConfigTester
-from ..test_modeling_common import ModelTesterMixin, ids_tensor, random_attention_mask
+from ...test_configuration_common import ConfigTester
+from ...test_modeling_common import ModelTesterMixin, ids_tensor, random_attention_mask
 
 
 if is_torch_available():
@@ -489,9 +489,9 @@ from transformers import is_torch_available
 from transformers.utils import cached_property
 from transformers.testing_utils import require_sentencepiece, require_tokenizers, require_torch, slow, torch_device
 
-from ..test_configuration_common import ConfigTester
-from ..generation.test_generation_utils import GenerationTesterMixin
-from ..test_modeling_common import ModelTesterMixin, ids_tensor
+from ...test_configuration_common import ConfigTester
+from ...generation.test_generation_utils import GenerationTesterMixin
+from ...test_modeling_common import ModelTesterMixin, ids_tensor
 
 
 if is_torch_available():

tests/deepspeed/test_model_zoo.py

@@ -24,6 +24,7 @@ from transformers.testing_utils import (
     TestCasePlus,
     execute_subprocess_async,
     get_gpu_count,
+    get_tests_dir,
     require_deepspeed,
     require_torch_gpu,
     slow,
@@ -70,8 +71,8 @@ ELECTRA_TINY = "hf-internal-testing/tiny-electra"
 XLNET_TINY = "sshleifer/tiny-xlnet-base-cased"
 BERT_TINY = "hf-internal-testing/tiny-bert"
 
-FIXTURE_DIRECTORY = os.path.join(dirname(dirname(os.path.abspath(__file__))), "fixtures")
-ROOT_DIRECTORY = os.path.join(dirname(dirname(dirname(os.path.abspath(__file__)))))
+FIXTURE_DIRECTORY = get_tests_dir("fixtures")
+ROOT_DIRECTORY = os.path.join(dirname(get_tests_dir()))
 
 # TODO: to add:
 # albert

tests/models/albert/test_modeling_albert.py

@@ -20,8 +20,8 @@ from transformers import AlbertConfig, is_torch_available
 from transformers.models.auto import get_values
 from transformers.testing_utils import require_torch, slow, torch_device
 
-from ..test_configuration_common import ConfigTester
-from ..test_modeling_common import ModelTesterMixin, ids_tensor, random_attention_mask
+from ...test_configuration_common import ConfigTester
+from ...test_modeling_common import ModelTesterMixin, ids_tensor, random_attention_mask
 
 
 if is_torch_available():

tests/models/albert/test_modeling_flax_albert.py

@@ -19,7 +19,7 @@ import numpy as np
 from transformers import AlbertConfig, is_flax_available
 from transformers.testing_utils import require_flax, slow
 
-from ..test_modeling_flax_common import FlaxModelTesterMixin, ids_tensor, random_attention_mask
+from ...test_modeling_flax_common import FlaxModelTesterMixin, ids_tensor, random_attention_mask
 
 
 if is_flax_available():

tests/models/albert/test_modeling_tf_albert.py

@@ -20,8 +20,8 @@ from transformers import AlbertConfig, is_tf_available
 from transformers.models.auto import get_values
 from transformers.testing_utils import require_tf, slow
 
-from ..test_configuration_common import ConfigTester
-from ..test_modeling_tf_common import TFModelTesterMixin, ids_tensor, random_attention_mask
+from ...test_configuration_common import ConfigTester
+from ...test_modeling_tf_common import TFModelTesterMixin, ids_tensor, random_attention_mask
 
 
 if is_tf_available():

tests/models/albert/test_tokenization_albert.py

@@ -13,17 +13,15 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-import os
 import unittest
-from os.path import dirname
 
 from transformers import AlbertTokenizer, AlbertTokenizerFast
-from transformers.testing_utils import require_sentencepiece, require_tokenizers, slow
+from transformers.testing_utils import get_tests_dir, require_sentencepiece, require_tokenizers, slow
 
-from ..test_tokenization_common import TokenizerTesterMixin
+from ...test_tokenization_common import TokenizerTesterMixin
 
 
-SAMPLE_VOCAB = os.path.join(dirname(dirname(os.path.abspath(__file__))), "fixtures/spiece.model")
+SAMPLE_VOCAB = get_tests_dir("fixtures/spiece.model")
 
 
 @require_sentencepiece

tests/models/auto/test_configuration_auto.py

@@ -14,7 +14,6 @@
 # limitations under the License.
 
 import importlib
-import os
 import sys
 import tempfile
 import unittest
@@ -24,15 +23,15 @@ import transformers.models.auto
 from transformers.models.auto.configuration_auto import CONFIG_MAPPING, AutoConfig
 from transformers.models.bert.configuration_bert import BertConfig
 from transformers.models.roberta.configuration_roberta import RobertaConfig
-from transformers.testing_utils import DUMMY_UNKNOWN_IDENTIFIER
+from transformers.testing_utils import DUMMY_UNKNOWN_IDENTIFIER, get_tests_dir
 
 
-sys.path.append(str(Path(__file__).parent.parent.parent / "utils"))
+sys.path.append(str(Path(__file__).parent.parent.parent.parent / "utils"))
 
 from test_module.custom_configuration import CustomConfig  # noqa E402
 
 
-SAMPLE_ROBERTA_CONFIG = os.path.join(os.path.dirname(os.path.abspath(__file__)), "../fixtures/dummy-config.json")
+SAMPLE_ROBERTA_CONFIG = get_tests_dir("fixtures/dummy-config.json")
 
 
 class AutoConfigTest(unittest.TestCase):

tests/models/auto/test_feature_extraction_auto.py

@@ -14,7 +14,6 @@
 # limitations under the License.
 
 import json
-import os
 import sys
 import tempfile
 import unittest
@@ -28,20 +27,18 @@ from transformers import (
     Wav2Vec2Config,
     Wav2Vec2FeatureExtractor,
 )
-from transformers.testing_utils import DUMMY_UNKNOWN_IDENTIFIER
+from transformers.testing_utils import DUMMY_UNKNOWN_IDENTIFIER, get_tests_dir
 
 
-sys.path.append(str(Path(__file__).parent.parent.parent / "utils"))
+sys.path.append(str(Path(__file__).parent.parent.parent.parent / "utils"))
 
 from test_module.custom_configuration import CustomConfig  # noqa E402
 from test_module.custom_feature_extraction import CustomFeatureExtractor  # noqa E402
 
 
-SAMPLE_FEATURE_EXTRACTION_CONFIG_DIR = os.path.join(os.path.dirname(os.path.abspath(__file__)), "../fixtures")
-SAMPLE_FEATURE_EXTRACTION_CONFIG = os.path.join(
-    os.path.dirname(os.path.abspath(__file__)), "../fixtures/dummy_feature_extractor_config.json"
-)
-SAMPLE_CONFIG = os.path.join(os.path.dirname(os.path.abspath(__file__)), "../fixtures/dummy-config.json")
+SAMPLE_FEATURE_EXTRACTION_CONFIG_DIR = get_tests_dir("fixtures")
+SAMPLE_FEATURE_EXTRACTION_CONFIG = get_tests_dir("fixtures/dummy_feature_extractor_config.json")
+SAMPLE_CONFIG = get_tests_dir("fixtures/dummy-config.json")
 
 
 class AutoFeatureExtractorTest(unittest.TestCase):

tests/models/auto/test_modeling_auto.py

@@ -32,7 +32,7 @@ from transformers.testing_utils import (
 from ..bert.test_modeling_bert import BertModelTester
 
 
-sys.path.append(str(Path(__file__).parent.parent.parent / "utils"))
+sys.path.append(str(Path(__file__).parent.parent.parent.parent / "utils"))
 
 from test_module.custom_configuration import CustomConfig  # noqa E402
 

tests/models/auto/test_processor_auto.py

@@ -36,12 +36,12 @@ from transformers import (
     Wav2Vec2FeatureExtractor,
     Wav2Vec2Processor,
 )
-from transformers.testing_utils import PASS, USER, is_staging_test
+from transformers.testing_utils import PASS, USER, get_tests_dir, is_staging_test
 from transformers.tokenization_utils import TOKENIZER_CONFIG_FILE
 from transformers.utils import FEATURE_EXTRACTOR_NAME, is_tokenizers_available
 
 
-sys.path.append(str(Path(__file__).parent.parent.parent / "utils"))
+sys.path.append(str(Path(__file__).parent.parent.parent.parent / "utils"))
 
 from test_module.custom_configuration import CustomConfig  # noqa E402
 from test_module.custom_feature_extraction import CustomFeatureExtractor  # noqa E402
@@ -49,12 +49,9 @@ from test_module.custom_processing import CustomProcessor  # noqa E402
 from test_module.custom_tokenization import CustomTokenizer  # noqa E402
 
 
-SAMPLE_PROCESSOR_CONFIG = os.path.join(
-    os.path.dirname(os.path.abspath(__file__)), "../fixtures/dummy_feature_extractor_config.json"
-)
-SAMPLE_VOCAB = os.path.join(os.path.dirname(os.path.abspath(__file__)), "../fixtures/vocab.json")
-
-SAMPLE_PROCESSOR_CONFIG_DIR = os.path.join(os.path.dirname(os.path.abspath(__file__)), "../fixtures")
+SAMPLE_PROCESSOR_CONFIG = get_tests_dir("fixtures/dummy_feature_extractor_config.json")
+SAMPLE_VOCAB = get_tests_dir("fixtures/vocab.json")
+SAMPLE_PROCESSOR_CONFIG_DIR = get_tests_dir("fixtures")
 
 
 class AutoFeatureExtractorTest(unittest.TestCase):

tests/models/auto/test_tokenization_auto.py

@@ -53,7 +53,7 @@ from transformers.testing_utils import (
 )
 
 
-sys.path.append(str(Path(__file__).parent.parent / "utils"))
+sys.path.append(str(Path(__file__).parent.parent.parent.parent / "utils"))
 
 from test_module.custom_configuration import CustomConfig  # noqa E402
 from test_module.custom_tokenization import CustomTokenizer  # noqa E402

tests/models/bart/test_modeling_bart.py

@@ -25,9 +25,9 @@ from transformers import BartConfig, is_torch_available
 from transformers.testing_utils import require_sentencepiece, require_tokenizers, require_torch, slow, torch_device
 from transformers.utils import cached_property
 
-from ..generation.test_generation_utils import GenerationTesterMixin
-from ..test_configuration_common import ConfigTester
-from ..test_modeling_common import ModelTesterMixin, floats_tensor, ids_tensor
+from ...generation.test_generation_utils import GenerationTesterMixin
+from ...test_configuration_common import ConfigTester
+from ...test_modeling_common import ModelTesterMixin, floats_tensor, ids_tensor
 
 
 if is_torch_available():

tests/models/bart/test_modeling_flax_bart.py

@@ -19,8 +19,8 @@ import timeout_decorator  # noqa
 from transformers import BartConfig, BartTokenizer, is_flax_available
 from transformers.testing_utils import require_flax, slow
 
-from ..generation.test_generation_flax_utils import FlaxGenerationTesterMixin
-from ..test_modeling_flax_common import FlaxModelTesterMixin, floats_tensor, ids_tensor, random_attention_mask
+from ...generation.test_generation_flax_utils import FlaxGenerationTesterMixin
+from ...test_modeling_flax_common import FlaxModelTesterMixin, floats_tensor, ids_tensor, random_attention_mask
 
 
 if is_flax_available():

tests/models/bart/test_modeling_tf_bart.py

@@ -21,9 +21,9 @@ from transformers import BartConfig, BartTokenizer, is_tf_available
 from transformers.testing_utils import require_tf, slow
 from transformers.utils import cached_property
 
-from ..test_configuration_common import ConfigTester
-from ..test_modeling_tf_common import TFModelTesterMixin, ids_tensor
-from ..utils.test_modeling_tf_core import TFCoreModelTesterMixin
+from ...test_configuration_common import ConfigTester
+from ...test_modeling_tf_common import TFModelTesterMixin, ids_tensor
+from ...utils.test_modeling_tf_core import TFCoreModelTesterMixin
 
 
 if is_tf_available():

tests/models/bart/test_tokenization_bart.py

@@ -20,7 +20,7 @@ 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
+from ...test_tokenization_common import TokenizerTesterMixin, filter_roberta_detectors
 
 
 @require_tokenizers

tests/models/barthez/test_tokenization_barthez.py

@@ -18,7 +18,7 @@ import unittest
 from transformers import BarthezTokenizer, BarthezTokenizerFast, BatchEncoding
 from transformers.testing_utils import require_sentencepiece, require_tokenizers, require_torch, slow
 
-from ..test_tokenization_common import TokenizerTesterMixin
+from ...test_tokenization_common import TokenizerTesterMixin
 
 
 @require_tokenizers

tests/models/bartpho/test_tokenization_bartpho.py

@@ -15,14 +15,14 @@
 
 import os
 import unittest
-from os.path import dirname
 
 from transformers.models.bartpho.tokenization_bartpho import VOCAB_FILES_NAMES, BartphoTokenizer
+from transformers.testing_utils import get_tests_dir
 
-from ..test_tokenization_common import TokenizerTesterMixin
+from ...test_tokenization_common import TokenizerTesterMixin
 
 
-SAMPLE_VOCAB = os.path.join(dirname(dirname(os.path.abspath(__file__))), "fixtures/test_sentencepiece_bpe.model")
+SAMPLE_VOCAB = get_tests_dir("fixtures/test_sentencepiece_bpe.model")
 
 
 class BartphoTokenizerTest(TokenizerTesterMixin, unittest.TestCase):

tests/models/beit/test_feature_extraction_beit.py

@@ -22,7 +22,7 @@ from datasets import load_dataset
 from transformers.testing_utils import require_torch, require_vision
 from transformers.utils import is_torch_available, is_vision_available
 
-from ..test_feature_extraction_common import FeatureExtractionSavingTestMixin, prepare_image_inputs
+from ...test_feature_extraction_common import FeatureExtractionSavingTestMixin, prepare_image_inputs
 
 
 if is_torch_available():

tests/models/beit/test_modeling_beit.py

@@ -26,8 +26,8 @@ from transformers.models.auto import get_values
 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 ..test_configuration_common import ConfigTester
-from ..test_modeling_common import ModelTesterMixin, _config_zero_init, floats_tensor, ids_tensor
+from ...test_configuration_common import ConfigTester
+from ...test_modeling_common import ModelTesterMixin, _config_zero_init, floats_tensor, ids_tensor
 
 
 if is_torch_available():

tests/models/beit/test_modeling_flax_beit.py

@@ -21,8 +21,8 @@ from transformers import BeitConfig
 from transformers.testing_utils import require_flax, require_vision, slow
 from transformers.utils import cached_property, is_flax_available, is_vision_available
 
-from ..test_configuration_common import ConfigTester
-from ..test_modeling_flax_common import FlaxModelTesterMixin, floats_tensor, ids_tensor
+from ...test_configuration_common import ConfigTester
+from ...test_modeling_flax_common import FlaxModelTesterMixin, floats_tensor, ids_tensor
 
 
 if is_flax_available():

tests/models/bert/test_modeling_bert.py

@@ -20,9 +20,9 @@ from transformers import BertConfig, is_torch_available
 from transformers.models.auto import get_values
 from transformers.testing_utils import require_torch, require_torch_gpu, slow, torch_device
 
-from ..generation.test_generation_utils import GenerationTesterMixin
-from ..test_configuration_common import ConfigTester
-from ..test_modeling_common import ModelTesterMixin, floats_tensor, ids_tensor, random_attention_mask
+from ...generation.test_generation_utils import GenerationTesterMixin
+from ...test_configuration_common import ConfigTester
+from ...test_modeling_common import ModelTesterMixin, floats_tensor, ids_tensor, random_attention_mask
 
 
 if is_torch_available():

tests/models/bert/test_modeling_flax_bert.py

@@ -19,7 +19,7 @@ import numpy as np
 from transformers import BertConfig, is_flax_available
 from transformers.testing_utils import require_flax, slow
 
-from ..test_modeling_flax_common import FlaxModelTesterMixin, floats_tensor, ids_tensor, random_attention_mask
+from ...test_modeling_flax_common import FlaxModelTesterMixin, floats_tensor, ids_tensor, random_attention_mask
 
 
 if is_flax_available():

tests/models/bert/test_modeling_tf_bert.py

@@ -20,9 +20,9 @@ from transformers import BertConfig, is_tf_available
 from transformers.models.auto import get_values
 from transformers.testing_utils import require_tf, slow
 
-from ..test_configuration_common import ConfigTester
-from ..test_modeling_tf_common import TFModelTesterMixin, floats_tensor, ids_tensor, random_attention_mask
-from ..utils.test_modeling_tf_core import TFCoreModelTesterMixin
+from ...test_configuration_common import ConfigTester
+from ...test_modeling_tf_common import TFModelTesterMixin, floats_tensor, ids_tensor, random_attention_mask
+from ...utils.test_modeling_tf_core import TFCoreModelTesterMixin
 
 
 if is_tf_available():

tests/models/bert/test_tokenization_bert.py

@@ -29,7 +29,7 @@ from transformers.models.bert.tokenization_bert import (
 )
 from transformers.testing_utils import require_tokenizers, slow
 
-from ..test_tokenization_common import TokenizerTesterMixin, filter_non_english
+from ...test_tokenization_common import TokenizerTesterMixin, filter_non_english
 
 
 @require_tokenizers

tests/models/bert_generation/test_modeling_bert_generation.py

@@ -19,9 +19,9 @@ import unittest
 from transformers import BertGenerationConfig, is_torch_available
 from transformers.testing_utils import require_torch, slow, torch_device
 
-from ..generation.test_generation_utils import GenerationTesterMixin
-from ..test_configuration_common import ConfigTester
-from ..test_modeling_common import ModelTesterMixin, floats_tensor, ids_tensor, random_attention_mask
+from ...generation.test_generation_utils import GenerationTesterMixin
+from ...test_configuration_common import ConfigTester
+from ...test_modeling_common import ModelTesterMixin, floats_tensor, ids_tensor, random_attention_mask
 
 
 if is_torch_available():

tests/models/bert_generation/test_tokenization_bert_generation.py

@@ -13,20 +13,18 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-import os
 import unittest
-from os.path import dirname
 
 from transformers import BertGenerationTokenizer
-from transformers.testing_utils import require_sentencepiece, require_torch, slow
+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
+from ...test_tokenization_common import TokenizerTesterMixin
 
 
 SPIECE_UNDERLINE = "▁"
 
-SAMPLE_VOCAB = os.path.join(dirname(dirname(os.path.abspath(__file__))), "fixtures/test_sentencepiece.model")
+SAMPLE_VOCAB = get_tests_dir("fixtures/test_sentencepiece.model")
 
 
 @require_sentencepiece

tests/models/bert_japanese/test_tokenization_bert_japanese.py

@@ -29,7 +29,7 @@ from transformers.models.bert_japanese.tokenization_bert_japanese import (
 )
 from transformers.testing_utils import custom_tokenizers
 
-from ..test_tokenization_common import TokenizerTesterMixin
+from ...test_tokenization_common import TokenizerTesterMixin
 
 
 @custom_tokenizers

tests/models/bertweet/test_tokenization_bertweet.py

@@ -18,7 +18,7 @@ import unittest
 
 from transformers.models.bertweet.tokenization_bertweet import VOCAB_FILES_NAMES, BertweetTokenizer
 
-from ..test_tokenization_common import TokenizerTesterMixin
+from ...test_tokenization_common import TokenizerTesterMixin
 
 
 class BertweetTokenizationTest(TokenizerTesterMixin, unittest.TestCase):

tests/models/big_bird/test_modeling_big_bird.py

@@ -22,8 +22,8 @@ from transformers.models.auto import get_values
 from transformers.models.big_bird.tokenization_big_bird import BigBirdTokenizer
 from transformers.testing_utils import require_torch, slow, torch_device
 
-from ..test_configuration_common import ConfigTester
-from ..test_modeling_common import ModelTesterMixin, floats_tensor, ids_tensor, random_attention_mask
+from ...test_configuration_common import ConfigTester
+from ...test_modeling_common import ModelTesterMixin, floats_tensor, ids_tensor, random_attention_mask
 
 
 if is_torch_available():

tests/models/big_bird/test_modeling_flax_big_bird.py

@@ -19,7 +19,7 @@ import numpy as np
 from transformers import BigBirdConfig, is_flax_available
 from transformers.testing_utils import require_flax, slow
 
-from ..test_modeling_flax_common import FlaxModelTesterMixin, ids_tensor, random_attention_mask
+from ...test_modeling_flax_common import FlaxModelTesterMixin, ids_tensor, random_attention_mask
 
 
 if is_flax_available():

tests/models/big_bird/test_tokenization_big_bird.py

@@ -13,20 +13,18 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-import os
 import unittest
-from os.path import dirname
 
 from transformers import BigBirdTokenizer, BigBirdTokenizerFast
-from transformers.testing_utils import require_sentencepiece, require_tokenizers, require_torch, slow
+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
+from ...test_tokenization_common import TokenizerTesterMixin
 
 
 SPIECE_UNDERLINE = "▁"
 
-SAMPLE_VOCAB = os.path.join(dirname(dirname(os.path.abspath(__file__))), "fixtures/test_sentencepiece.model")
+SAMPLE_VOCAB = get_tests_dir("fixtures/test_sentencepiece.model")
 
 
 @require_sentencepiece

tests/models/bigbird_pegasus/test_modeling_bigbird_pegasus.py

@@ -22,9 +22,9 @@ import unittest
 from transformers import BigBirdPegasusConfig, is_torch_available
 from transformers.testing_utils import require_sentencepiece, require_tokenizers, require_torch, slow, torch_device
 
-from ..generation.test_generation_utils import GenerationTesterMixin
-from ..test_configuration_common import ConfigTester
-from ..test_modeling_common import ModelTesterMixin, ids_tensor
+from ...generation.test_generation_utils import GenerationTesterMixin
+from ...test_configuration_common import ConfigTester
+from ...test_modeling_common import ModelTesterMixin, ids_tensor
 
 
 if is_torch_available():

tests/models/blenderbot/test_modeling_blenderbot.py

@@ -21,9 +21,9 @@ from transformers import BlenderbotConfig, is_torch_available
 from transformers.testing_utils import require_sentencepiece, require_tokenizers, require_torch, slow, torch_device
 from transformers.utils import cached_property
 
-from ..generation.test_generation_utils import GenerationTesterMixin
-from ..test_configuration_common import ConfigTester
-from ..test_modeling_common import ModelTesterMixin, ids_tensor
+from ...generation.test_generation_utils import GenerationTesterMixin
+from ...test_configuration_common import ConfigTester
+from ...test_modeling_common import ModelTesterMixin, ids_tensor
 
 
 if is_torch_available():

tests/models/blenderbot/test_modeling_flax_blenderbot.py

@@ -20,8 +20,8 @@ import timeout_decorator  # noqa
 from transformers import BlenderbotConfig, is_flax_available
 from transformers.testing_utils import jax_device, require_flax, slow
 
-from ..generation.test_generation_flax_utils import FlaxGenerationTesterMixin
-from ..test_modeling_flax_common import FlaxModelTesterMixin, ids_tensor
+from ...generation.test_generation_flax_utils import FlaxGenerationTesterMixin
+from ...test_modeling_flax_common import FlaxModelTesterMixin, ids_tensor
 
 
 if is_flax_available():

tests/models/blenderbot/test_modeling_tf_blenderbot.py

@@ -20,8 +20,8 @@ from transformers import BlenderbotConfig, BlenderbotTokenizer, is_tf_available
 from transformers.testing_utils import require_tf, require_tokenizers, slow
 from transformers.utils import cached_property
 
-from ..test_configuration_common import ConfigTester
-from ..test_modeling_tf_common import TFModelTesterMixin, ids_tensor
+from ...test_configuration_common import ConfigTester
+from ...test_modeling_tf_common import TFModelTesterMixin, ids_tensor
 
 
 if is_tf_available():

tests/models/blenderbot_small/test_modeling_blenderbot_small.py

@@ -21,9 +21,9 @@ from transformers import BlenderbotSmallConfig, is_torch_available
 from transformers.testing_utils import require_torch, slow, torch_device
 from transformers.utils import cached_property
 
-from ..generation.test_generation_utils import GenerationTesterMixin
-from ..test_configuration_common import ConfigTester
-from ..test_modeling_common import ModelTesterMixin, ids_tensor
+from ...generation.test_generation_utils import GenerationTesterMixin
+from ...test_configuration_common import ConfigTester
+from ...test_modeling_common import ModelTesterMixin, ids_tensor
 
 
 if is_torch_available():

tests/models/blenderbot_small/test_modeling_flax_blenderbot_small.py

@@ -20,8 +20,8 @@ import timeout_decorator  # noqa
 from transformers import BlenderbotSmallConfig, is_flax_available
 from transformers.testing_utils import require_flax, slow
 
-from ..generation.test_generation_flax_utils import FlaxGenerationTesterMixin
-from ..test_modeling_flax_common import FlaxModelTesterMixin, ids_tensor
+from ...generation.test_generation_flax_utils import FlaxGenerationTesterMixin
+from ...test_modeling_flax_common import FlaxModelTesterMixin, ids_tensor
 
 
 if is_flax_available():

tests/models/blenderbot_small/test_modeling_tf_blenderbot_small.py

@@ -20,8 +20,8 @@ from transformers import BlenderbotSmallConfig, BlenderbotSmallTokenizer, is_tf_
 from transformers.testing_utils import require_tf, require_tokenizers, slow
 from transformers.utils import cached_property
 
-from ..test_configuration_common import ConfigTester
-from ..test_modeling_tf_common import TFModelTesterMixin, ids_tensor
+from ...test_configuration_common import ConfigTester
+from ...test_modeling_tf_common import TFModelTesterMixin, ids_tensor
 
 
 if is_tf_available():

tests/models/blenderbot_small/test_tokenization_blenderbot_small.py

@@ -23,7 +23,7 @@ from transformers.models.blenderbot_small.tokenization_blenderbot_small import (
     BlenderbotSmallTokenizer,
 )
 
-from ..test_tokenization_common import TokenizerTesterMixin
+from ...test_tokenization_common import TokenizerTesterMixin
 
 
 class BlenderbotSmallTokenizerTest(TokenizerTesterMixin, unittest.TestCase):

tests/models/byt5/test_tokenization_byt5.py

@@ -24,7 +24,7 @@ from typing import Tuple
 from transformers import AddedToken, BatchEncoding, ByT5Tokenizer
 from transformers.utils import cached_property, is_tf_available, is_torch_available
 
-from ..test_tokenization_common import TokenizerTesterMixin
+from ...test_tokenization_common import TokenizerTesterMixin
 
 
 if is_torch_available():

tests/models/camembert/test_tokenization_camembert.py

@@ -13,19 +13,17 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 
-import os
 import unittest
-from os.path import dirname
 
 from transformers import CamembertTokenizer, CamembertTokenizerFast
-from transformers.testing_utils import require_sentencepiece, require_tokenizers, slow
+from transformers.testing_utils import get_tests_dir, require_sentencepiece, require_tokenizers, slow
 from transformers.utils import is_torch_available
 
-from ..test_tokenization_common import TokenizerTesterMixin
+from ...test_tokenization_common import TokenizerTesterMixin
 
 
-SAMPLE_VOCAB = os.path.join(dirname(dirname(os.path.abspath(__file__))), "fixtures/test_sentencepiece.model")
-SAMPLE_BPE_VOCAB = os.path.join(dirname(dirname(os.path.abspath(__file__))), "fixtures/test_sentencepiece_bpe.model")
+SAMPLE_VOCAB = get_tests_dir("fixtures/test_sentencepiece.model")
+SAMPLE_BPE_VOCAB = get_tests_dir("fixtures/test_sentencepiece_bpe.model")
 
 FRAMEWORK = "pt" if is_torch_available() else "tf"
 

tests/models/canine/test_modeling_canine.py

@@ -21,8 +21,8 @@ from typing import List, Tuple
 from transformers import CanineConfig, is_torch_available
 from transformers.testing_utils import require_torch, slow, torch_device
 
-from ..test_configuration_common import ConfigTester
-from ..test_modeling_common import ModelTesterMixin, _config_zero_init, global_rng, ids_tensor, random_attention_mask
+from ...test_configuration_common import ConfigTester
+from ...test_modeling_common import ModelTesterMixin, _config_zero_init, global_rng, ids_tensor, random_attention_mask
 
 
 if is_torch_available():

tests/models/canine/test_tokenization_canine.py

@@ -24,7 +24,7 @@ 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
+from ...test_tokenization_common import TokenizerTesterMixin
 
 
 class CanineTokenizationTest(TokenizerTesterMixin, unittest.TestCase):

tests/models/clip/test_feature_extraction_clip.py

@@ -21,7 +21,7 @@ import numpy as np
 from transformers.testing_utils import require_torch, require_vision
 from transformers.utils import is_torch_available, is_vision_available
 
-from ..test_feature_extraction_common import FeatureExtractionSavingTestMixin
+from ...test_feature_extraction_common import FeatureExtractionSavingTestMixin
 
 
 if is_torch_available():

tests/models/clip/test_modeling_clip.py

@@ -35,8 +35,8 @@ from transformers.testing_utils import (
 )
 from transformers.utils import is_torch_available, is_vision_available
 
-from ..test_configuration_common import ConfigTester
-from ..test_modeling_common import (
+from ...test_configuration_common import ConfigTester
+from ...test_modeling_common import (
     ModelTesterMixin,
     _config_zero_init,
     floats_tensor,

tests/models/clip/test_modeling_flax_clip.py

@@ -8,7 +8,7 @@ import transformers
 from transformers import CLIPConfig, CLIPTextConfig, CLIPVisionConfig, is_flax_available, is_torch_available
 from transformers.testing_utils import is_pt_flax_cross_test, require_flax, slow
 
-from ..test_modeling_flax_common import FlaxModelTesterMixin, floats_tensor, ids_tensor, random_attention_mask
+from ...test_modeling_flax_common import FlaxModelTesterMixin, floats_tensor, ids_tensor, random_attention_mask
 
 
 if is_flax_available():

tests/models/clip/test_modeling_tf_clip.py

@@ -26,8 +26,8 @@ from transformers import CLIPConfig, CLIPTextConfig, CLIPVisionConfig
 from transformers.testing_utils import require_tf, require_vision, slow
 from transformers.utils import is_tf_available, is_vision_available
 
-from ..test_configuration_common import ConfigTester
-from ..test_modeling_tf_common import TFModelTesterMixin, floats_tensor, ids_tensor, random_attention_mask
+from ...test_configuration_common import ConfigTester
+from ...test_modeling_tf_common import TFModelTesterMixin, floats_tensor, ids_tensor, random_attention_mask
 
 
 if is_tf_available():

tests/models/clip/test_tokenization_clip.py

@@ -22,7 +22,7 @@ from transformers import CLIPTokenizer, CLIPTokenizerFast
 from transformers.models.clip.tokenization_clip import VOCAB_FILES_NAMES
 from transformers.testing_utils import require_ftfy, require_tokenizers
 
-from ..test_tokenization_common import TokenizerTesterMixin
+from ...test_tokenization_common import TokenizerTesterMixin
 
 
 @require_tokenizers

tests/models/convbert/test_modeling_convbert.py

@@ -21,8 +21,8 @@ from transformers import ConvBertConfig, is_torch_available
 from transformers.models.auto import get_values
 from transformers.testing_utils import require_torch, require_torch_gpu, slow, torch_device
 
-from ..test_configuration_common import ConfigTester
-from ..test_modeling_common import ModelTesterMixin, floats_tensor, ids_tensor, random_attention_mask
+from ...test_configuration_common import ConfigTester
+from ...test_modeling_common import ModelTesterMixin, floats_tensor, ids_tensor, random_attention_mask
 
 
 if is_torch_available():

tests/models/convbert/test_modeling_tf_convbert.py

@@ -19,8 +19,8 @@ import unittest
 from transformers import ConvBertConfig, is_tf_available
 from transformers.testing_utils import require_tf, slow
 
-from ..test_configuration_common import ConfigTester
-from ..test_modeling_tf_common import TFModelTesterMixin, ids_tensor, random_attention_mask
+from ...test_configuration_common import ConfigTester
+from ...test_modeling_tf_common import TFModelTesterMixin, ids_tensor, random_attention_mask
 
 
 if is_tf_available():

tests/models/convnext/test_feature_extraction_convnext.py

@@ -21,7 +21,7 @@ import numpy as np
 from transformers.testing_utils import require_torch, require_vision
 from transformers.utils import is_torch_available, is_vision_available
 
-from ..test_feature_extraction_common import FeatureExtractionSavingTestMixin, prepare_image_inputs
+from ...test_feature_extraction_common import FeatureExtractionSavingTestMixin, prepare_image_inputs
 
 
 if is_torch_available():

tests/models/convnext/test_modeling_convnext.py

@@ -22,8 +22,8 @@ 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 ..test_configuration_common import ConfigTester
-from ..test_modeling_common import ModelTesterMixin, floats_tensor, ids_tensor
+from ...test_configuration_common import ConfigTester
+from ...test_modeling_common import ModelTesterMixin, floats_tensor, ids_tensor
 
 
 if is_torch_available():

tests/models/convnext/test_modeling_tf_convnext.py

@@ -22,8 +22,8 @@ from transformers import ConvNextConfig
 from transformers.testing_utils import require_tf, require_vision, slow
 from transformers.utils import cached_property, is_tf_available, is_vision_available
 
-from ..test_configuration_common import ConfigTester
-from ..test_modeling_tf_common import TFModelTesterMixin, floats_tensor, ids_tensor
+from ...test_configuration_common import ConfigTester
+from ...test_modeling_tf_common import TFModelTesterMixin, floats_tensor, ids_tensor
 
 
 if is_tf_available():

tests/models/ctrl/test_modeling_ctrl.py

@@ -18,9 +18,9 @@ import unittest
 from transformers import CTRLConfig, is_torch_available
 from transformers.testing_utils import require_torch, slow, torch_device
 
-from ..generation.test_generation_utils import GenerationTesterMixin
-from ..test_configuration_common import ConfigTester
-from ..test_modeling_common import ModelTesterMixin, ids_tensor, random_attention_mask
+from ...generation.test_generation_utils import GenerationTesterMixin
+from ...test_configuration_common import ConfigTester
+from ...test_modeling_common import ModelTesterMixin, ids_tensor, random_attention_mask
 
 
 if is_torch_available():

tests/models/ctrl/test_modeling_tf_ctrl.py

@@ -19,8 +19,8 @@ import unittest
 from transformers import CTRLConfig, is_tf_available
 from transformers.testing_utils import require_tf, slow
 
-from ..test_configuration_common import ConfigTester
-from ..test_modeling_tf_common import TFModelTesterMixin, ids_tensor, random_attention_mask
+from ...test_configuration_common import ConfigTester
+from ...test_modeling_tf_common import TFModelTesterMixin, ids_tensor, random_attention_mask
 
 
 if is_tf_available():

tests/models/ctrl/test_tokenization_ctrl.py

@@ -19,7 +19,7 @@ import unittest
 
 from transformers.models.ctrl.tokenization_ctrl import VOCAB_FILES_NAMES, CTRLTokenizer
 
-from ..test_tokenization_common import TokenizerTesterMixin
+from ...test_tokenization_common import TokenizerTesterMixin
 
 
 class CTRLTokenizationTest(TokenizerTesterMixin, unittest.TestCase):

tests/models/data2vec/test_modeling_data2vec_audio.py

@@ -24,8 +24,8 @@ from tests.test_modeling_common import floats_tensor, ids_tensor, random_attenti
 from transformers import Data2VecAudioConfig, is_torch_available
 from transformers.testing_utils import is_pt_flax_cross_test, require_soundfile, require_torch, slow, torch_device
 
-from ..test_configuration_common import ConfigTester
-from ..test_modeling_common import ModelTesterMixin, _config_zero_init
+from ...test_configuration_common import ConfigTester
+from ...test_modeling_common import ModelTesterMixin, _config_zero_init
 
 
 if is_torch_available():

tests/models/data2vec/test_modeling_data2vec_text.py

@@ -20,9 +20,9 @@ from tests.test_modeling_common import floats_tensor, ids_tensor, random_attenti
 from transformers import Data2VecTextConfig, is_torch_available
 from transformers.testing_utils import TestCasePlus, require_torch, slow, torch_device
 
-from ..generation.test_generation_utils import GenerationTesterMixin
-from ..test_configuration_common import ConfigTester
-from ..test_modeling_common import ModelTesterMixin
+from ...generation.test_generation_utils import GenerationTesterMixin
+from ...test_configuration_common import ConfigTester
+from ...test_modeling_common import ModelTesterMixin
 
 
 if is_torch_available():