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"""simple docstring""" import warnings from ...processing_utils import ProcessorMixin from ...tokenization_utils_base import BatchEncoding class snake_case ( __UpperCAmelCase ): lowerCamelCase__ = ['''image_processor''', '''tokenizer'''] lowerCamelCase__ = ...
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"""simple docstring""" import json import sys import tempfile import unittest from pathlib import Path import transformers from transformers import ( CONFIG_MAPPING, IMAGE_PROCESSOR_MAPPING, AutoConfig, AutoImageProcessor, CLIPConfig, CLIPImageProcessor, ) from transformers.testing_u...
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"""simple docstring""" from typing import Callable, Optional, Union from ...configuration_utils import PretrainedConfig from ...utils import logging _lowerCamelCase = logging.get_logger(__name__) _lowerCamelCase = { '''microsoft/xprophetnet-large-wiki100-cased''': ( '''https...
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"""simple docstring""" from __future__ import annotations from typing import Any class snake_case ( __UpperCAmelCase ): pass class snake_case : def __init__( self :List[Any] , _lowerCamelCase :Any ): __SCREAMING_SNAKE_CASE : Any ...
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"""simple docstring""" import argparse from transformers import ( TapasConfig, TapasForMaskedLM, TapasForQuestionAnswering, TapasForSequenceClassification, TapasModel, TapasTokenizer, load_tf_weights_in_tapas, ) from transformers.utils import logging logging.set_verbosity_info(...
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"""simple docstring""" from ...configuration_utils import PretrainedConfig from ...utils import logging _lowerCamelCase = logging.get_logger(__name__) _lowerCamelCase = { '''weiweishi/roc-bert-base-zh''': '''https://huggingface.co/weiweishi/roc-bert-base-zh/resolve/main/config.json''...
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"""simple docstring""" def lowerCAmelCase_ ( lowercase_ : int ): # noqa: E741 '''simple docstring''' __SCREAMING_SNAKE_CASE : Tuple = len(lowercase_ ) __SCREAMING_SNAKE_CASE : List[Any] = 0 __SCREAMING_SNAKE_CASE : List[str] ...
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"""simple docstring""" import itertools import json import linecache import os import pickle import re import socket import string from collections import Counter from logging import getLogger from pathlib import Path from typing import Callable, Dict, Iterable, List import git import torch from torch.utils...
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"""simple docstring""" from datasets.utils.patching import _PatchedModuleObj, patch_submodule from . import _test_patching def lowerCAmelCase_ ( ): '''simple docstring''' import os as original_os from os import path as original_path from os import rename as original_rename from...
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"""simple docstring""" from collections.abc import Callable import numpy as np def lowerCAmelCase_ ( lowercase_ : Callable , lowercase_ : float , lowercase_ : float , lowercase_ : float , lowercase_ : float ): '''simple docstring''' __SCREA...
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"""simple docstring""" # # This a `torch.distributed` diagnostics script that checks that all GPUs in the cluster (one or # many nodes) can talk to each other via nccl and allocate gpu memory. # # To run first adjust the number of processes and nodes: # # python -m torch.distributed.run --nproc_per_node 2 --...
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"""simple docstring""" from typing import TYPE_CHECKING from ...file_utils import _LazyModule, is_torch_available from ...utils import OptionalDependencyNotAvailable _lowerCamelCase = { '''configuration_gpt_neox_japanese''': ['''GPT_NEOX_JAPANESE_PRETRAINED_CONFIG_ARCHIVE_MAP''', '''GPTNeoXJa...
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"""simple docstring""" import itertools from dataclasses import dataclass from typing import Any, Callable, Dict, List, Optional, Union import pandas as pd import pyarrow as pa import datasets import datasets.config from datasets.features.features import require_storage_cast from datasets.table import tabl...
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"""simple docstring""" from __future__ import annotations from typing import Any class snake_case : def __init__( self :Optional[Any] , _lowerCamelCase :int ): __SCREAMING_SNAKE_CASE : int = num_of_nodes __SCREAMING_SNAKE_CASE : list[lis...
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"""simple docstring""" from ...configuration_utils import PretrainedConfig from ...utils import logging _lowerCamelCase = logging.get_logger(__name__) _lowerCamelCase = { '''google/pegasus-large''': '''https://huggingface.co/google/pegasus-large/resolve/main/config.json''', # See...
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"""simple docstring""" import argparse import pickle import numpy as np import torch from torch import nn from transformers import ReformerConfig, ReformerModelWithLMHead from transformers.utils import logging logging.set_verbosity_info() def lowerCAmelCase_ ( lowercase_ : int ,...
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"""simple docstring""" from typing import TYPE_CHECKING from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_torch_available _lowerCamelCase = { '''configuration_clap''': [ '''CLAP_PRETRAINED_MODEL_ARCHIVE_LIST''', '''ClapAudioConfig''', '''ClapConfig''...
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"""simple docstring""" from typing import Callable, Optional, Union from ...configuration_utils import PretrainedConfig from ...utils import logging _lowerCamelCase = logging.get_logger(__name__) _lowerCamelCase = { '''microsoft/xprophetnet-large-wiki100-cased''': ( '''https...
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"""simple docstring""" import os import sys import unittest _lowerCamelCase = os.path.abspath(os.path.dirname(os.path.dirname(os.path.dirname(__file__)))) sys.path.append(os.path.join(git_repo_path, '''utils''')) import check_dummies # noqa: E402 from check_dummies import create_dummy_files, cre...
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"""simple docstring""" import ast import os import re import shutil import tempfile import unittest from unittest import mock import torch from accelerate.test_utils.examples import compare_against_test from accelerate.test_utils.testing import TempDirTestCase, require_trackers, run_command, slow from acce...
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"""simple docstring""" def lowerCAmelCase_ ( lowercase_ : dict ): '''simple docstring''' __SCREAMING_SNAKE_CASE : Optional[Any] = set() # edges = list of graph's edges __SCREAMING_SNAKE_CASE : List[str] = get_edges(lowercase_ ) # While ...
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"""simple docstring""" import argparse import logging import os import time import timeit import datasets import numpy as np import pycuda.autoinit # noqa: F401 import pycuda.driver as cuda import tensorrt as trt import torch from absl import logging as absl_logging from accelerate import Accelerator from ...
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"""simple docstring""" import json import os import unittest from transformers.models.gptsan_japanese.tokenization_gptsan_japanese import ( VOCAB_FILES_NAMES, GPTSanJapaneseTokenizer, ) from transformers.testing_utils import require_tokenizers, slow from ...test_tokenization_common import Tokenizer...
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"""simple docstring""" from __future__ import annotations import unittest from transformers import is_tf_available, is_torch_available from transformers.testing_utils import DUMMY_UNKNOWN_IDENTIFIER, SMALL_MODEL_IDENTIFIER, is_pt_tf_cross_test, slow if is_tf_available(): from transformers import ( ...
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"""simple docstring""" from __future__ import annotations import unittest from transformers import RoFormerConfig, 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_te...
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"""simple docstring""" import os import re import warnings from shutil import copyfile from typing import TYPE_CHECKING, Any, Dict, List, Optional, Tuple import sentencepiece as spm from ...tokenization_utils import PreTrainedTokenizer if TYPE_CHECKING: from ...tokenization_utils_base import TextInpu...
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"""simple docstring""" def lowerCAmelCase_ ( lowercase_ : list[list[int | float]] ): '''simple docstring''' __SCREAMING_SNAKE_CASE : Optional[Any] = len(lowercase_ ) __SCREAMING_SNAKE_CASE : Optional[Any] = len(matrix[0] ) __SCREAMIN...
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"""simple docstring""" import os import pytest import yaml from datasets.features.features import Features, Value from datasets.info import DatasetInfo, DatasetInfosDict @pytest.mark.parametrize( '''files''' , [ ['''full:README.md''', '''dataset_infos.json'''], ['''empty:README....
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"""simple docstring""" import argparse import json import os import fairseq import torch from fairseq.data import Dictionary from transformers import ( WavaVecaConformerConfig, WavaVecaConformerForCTC, WavaVecaConformerForPreTraining, WavaVecaCTCTokenizer, WavaVecaFeatureExtractor, ...
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"""simple docstring""" from typing import Optional, Union import torch from torch import nn from ...configuration_utils import ConfigMixin, register_to_config from ...models.modeling_utils import ModelMixin class snake_case ( __UpperCAmelCase , __UpperCAmelCase ): @register_to_c...
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"""simple docstring""" from binascii import hexlify from hashlib import shaaaa from os import urandom # RFC 3526 - More Modular Exponential (MODP) Diffie-Hellman groups for # Internet Key Exchange (IKE) https://tools.ietf.org/html/rfc3526 _lowerCamelCase = { # 1536-bit 5: { '''prim...
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"""simple docstring""" import argparse import torch from transformers import BertConfig, BertForPreTraining, load_tf_weights_in_bert from transformers.utils import logging logging.set_verbosity_info() def lowerCAmelCase_ ( lowercase_ : Dict , lowercase_ : int , lowercase...
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"""simple docstring""" from typing import TYPE_CHECKING from ...file_utils import _LazyModule, is_torch_available from ...utils import OptionalDependencyNotAvailable _lowerCamelCase = { '''configuration_gpt_neox_japanese''': ['''GPT_NEOX_JAPANESE_PRETRAINED_CONFIG_ARCHIVE_MAP''', '''GPTNeoXJa...
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"""simple docstring""" # Copyright 2023 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICEN...
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"""simple docstring""" from ....utils import logging _lowerCamelCase = logging.get_logger(__name__) class snake_case ( __UpperCAmelCase ): def __init__( self :str , _lowerCamelCase :Any , _lowerCamelCase :Tuple=None , _lowerCamelCase :Optional[int]=2_0_4...
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"""simple docstring""" import json import os import shutil import tempfile import unittest import numpy as np from transformers import BertTokenizerFast from transformers.models.bert.tokenization_bert import VOCAB_FILES_NAMES, BertTokenizer from transformers.testing_utils import require_tokenizers, require...
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"""simple docstring""" import json from typing import List, Optional, Tuple from tokenizers import normalizers from ....tokenization_utils_fast import PreTrainedTokenizerFast from ....utils import logging from .tokenization_retribert import RetriBertTokenizer _lowerCamelCase = logging.get_logger...
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"""simple docstring""" import inspect import unittest import numpy as np from tests.test_modeling_common import floats_tensor from transformers import DetrConfig, MaskFormerConfig, SwinConfig, is_torch_available, is_vision_available from transformers.testing_utils import require_torch, require_torch_multi_...
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"""simple docstring""" import argparse import os import torch from transformers import FlavaConfig, FlavaForPreTraining from transformers.models.flava.convert_dalle_to_flava_codebook import convert_dalle_checkpoint def lowerCAmelCase_ ( lowercase_ : Optional[Any] ): '''simple d...
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"""simple docstring""" import contextlib import importlib import io import unittest import transformers # Try to import everything from transformers to ensure every object can be loaded. from transformers import * # noqa F406 from transformers.testing_utils import DUMMY_UNKNOWN_IDENTIFIER, require_flax, r...
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"""simple docstring""" import argparse import torch from transformers import BertConfig, BertForPreTraining, load_tf_weights_in_bert from transformers.utils import logging logging.set_verbosity_info() def lowerCAmelCase_ ( lowercase_ : Dict , lowercase_ : int , lowercase...
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"""simple docstring""" import json import pathlib import unittest import numpy as np from transformers.testing_utils import require_torch, require_vision, slow from transformers.utils import is_torch_available, is_vision_available from ...test_image_processing_common import ImageProcessingSavingTestMixin,...
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"""simple docstring""" _lowerCamelCase = [ '''Audio''', '''Array2D''', '''Array3D''', '''Array4D''', '''Array5D''', '''ClassLabel''', '''Features''', '''Sequence''', '''Value''', '''Image''', '''Translation''', '''TranslationVariableLanguages''', ] fro...
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"""simple docstring""" from __future__ import annotations def lowerCAmelCase_ ( lowercase_ : int ): '''simple docstring''' __SCREAMING_SNAKE_CASE : Optional[int] = str(lowercase_ ) return len(lowercase_ ) == 9 and set(lowercase_ ) == set('''...
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"""simple docstring""" import unittest from diffusers.pipelines.pipeline_utils import is_safetensors_compatible class snake_case ( unittest.TestCase ): def SCREAMING_SNAKE_CASE_ ( self :Dict ): __SCREAMING_SNAKE_CASE : Any = [ '''safety_c...
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"""simple docstring""" import json import sys import tempfile import unittest from pathlib import Path import transformers from transformers import ( CONFIG_MAPPING, IMAGE_PROCESSOR_MAPPING, AutoConfig, AutoImageProcessor, CLIPConfig, CLIPImageProcessor, ) from transformers.testing_u...
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"""simple docstring""" from typing import Dict, List from nltk.translate import gleu_score import datasets from datasets import MetricInfo _lowerCamelCase = '''\ @misc{wu2016googles, title={Google\'s Neural Machine Translation System: Bridging the Gap between Human and Machine Translation}...
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"""simple docstring""" from __future__ import annotations from typing import Any class snake_case ( __UpperCAmelCase ): pass class snake_case : def __init__( self :List[Any] , _lowerCamelCase :Any ): __SCREAMING_SNAKE_CASE : Any ...
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"""simple docstring""" # Copyright 2023 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICEN...
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"""simple docstring""" from ...configuration_utils import PretrainedConfig from ...utils import logging _lowerCamelCase = logging.get_logger(__name__) _lowerCamelCase = { '''weiweishi/roc-bert-base-zh''': '''https://huggingface.co/weiweishi/roc-bert-base-zh/resolve/main/config.json''...
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"""simple docstring""" import inspect import unittest import numpy as np from tests.test_modeling_common import floats_tensor from transformers import DetrConfig, MaskFormerConfig, SwinConfig, is_torch_available, is_vision_available from transformers.testing_utils import require_torch, require_torch_multi_...
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"""simple docstring""" import itertools import json import linecache import os import pickle import re import socket import string from collections import Counter from logging import getLogger from pathlib import Path from typing import Callable, Dict, Iterable, List import git import torch from torch.utils...
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"""simple docstring""" from __future__ import annotations from PIL import Image # Define glider example _lowerCamelCase = [ [0, 1, 0, 0, 0, 0, 0, 0], [0, 0, 1, 0, 0, 0, 0, 0], [1, 1, 1, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 0, 0, 0], [0, 0, 0, 0, 0, 0, 0...
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"""simple docstring""" from collections.abc import Callable import numpy as np def lowerCAmelCase_ ( lowercase_ : Callable , lowercase_ : float , lowercase_ : float , lowercase_ : float , lowercase_ : float ): '''simple docstring''' __SCREA...
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"""simple docstring""" import unittest 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 if is_flax_available(...
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"""simple docstring""" from typing import TYPE_CHECKING from ...file_utils import _LazyModule, is_torch_available from ...utils import OptionalDependencyNotAvailable _lowerCamelCase = { '''configuration_gpt_neox_japanese''': ['''GPT_NEOX_JAPANESE_PRETRAINED_CONFIG_ARCHIVE_MAP''', '''GPTNeoXJa...
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"""simple docstring""" import unittest from transformers import SPIECE_UNDERLINE, XLNetTokenizer, XLNetTokenizerFast from transformers.testing_utils import get_tests_dir, require_sentencepiece, require_tokenizers, slow from ...test_tokenization_common import TokenizerTesterMixin _lowerCamelCase = ...
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"""simple docstring""" from __future__ import annotations from typing import Any class snake_case : def __init__( self :Optional[Any] , _lowerCamelCase :int ): __SCREAMING_SNAKE_CASE : int = num_of_nodes __SCREAMING_SNAKE_CASE : list[lis...
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"""simple docstring""" from sklearn.metrics import fa_score, matthews_corrcoef import datasets from .record_evaluation import evaluate as evaluate_record _lowerCamelCase = '''\ @article{wang2019superglue, title={SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems...
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"""simple docstring""" import argparse import pickle import numpy as np import torch from torch import nn from transformers import ReformerConfig, ReformerModelWithLMHead from transformers.utils import logging logging.set_verbosity_info() def lowerCAmelCase_ ( lowercase_ : int ,...
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"""simple docstring""" from typing import List, Optional, Tuple, Union import torch from ...models import UNetaDModel from ...schedulers import ScoreSdeVeScheduler from ...utils import randn_tensor from ..pipeline_utils import DiffusionPipeline, ImagePipelineOutput class snake_case ( __Uppe...
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"""simple docstring""" from typing import Callable, Optional, Union from ...configuration_utils import PretrainedConfig from ...utils import logging _lowerCamelCase = logging.get_logger(__name__) _lowerCamelCase = { '''microsoft/xprophetnet-large-wiki100-cased''': ( '''https...
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"""simple docstring""" from typing import Any import numpy as np def lowerCAmelCase_ ( lowercase_ : np.ndarray ): '''simple docstring''' return np.array_equal(lowercase_ , matrix.conjugate().T ) def lowerCAmelCase_ ( lowercase_ : np.ndarray ...
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"""simple docstring""" import ast import os import re import shutil import tempfile import unittest from unittest import mock import torch from accelerate.test_utils.examples import compare_against_test from accelerate.test_utils.testing import TempDirTestCase, require_trackers, run_command, slow from acce...
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"""simple docstring""" import re from flax.core.frozen_dict import freeze from flax.traverse_util import flatten_dict, unflatten_dict from jax.experimental import PartitionSpec as P # Sentinels _lowerCamelCase = object() # For specifying empty leaf dict `{}` _lowerCamelCase = object() ...
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"""simple docstring""" import argparse import logging import os import time import timeit import datasets import numpy as np import pycuda.autoinit # noqa: F401 import pycuda.driver as cuda import tensorrt as trt import torch from absl import logging as absl_logging from accelerate import Accelerator from ...
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"""simple docstring""" from __future__ import annotations class snake_case : def __init__( self :List[Any] , _lowerCamelCase :Union[str, Any]=None ): __SCREAMING_SNAKE_CASE : int = data __SCREAMING_SNAKE_CASE : Any = None ...
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"""simple docstring""" from __future__ import annotations import unittest from transformers import is_tf_available, is_torch_available from transformers.testing_utils import DUMMY_UNKNOWN_IDENTIFIER, SMALL_MODEL_IDENTIFIER, is_pt_tf_cross_test, slow if is_tf_available(): from transformers import ( ...
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"""simple docstring""" import os _lowerCamelCase = {'''I''': 1, '''V''': 5, '''X''': 10, '''L''': 50, '''C''': 1_00, '''D''': 5_00, '''M''': 10_00} def lowerCAmelCase_ ( lowercase_ : str ): '''simple docstring''' __SCREAMING_SNAKE_CASE : List[Any] =...
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"""simple docstring""" import os import re import warnings from shutil import copyfile from typing import TYPE_CHECKING, Any, Dict, List, Optional, Tuple import sentencepiece as spm from ...tokenization_utils import PreTrainedTokenizer if TYPE_CHECKING: from ...tokenization_utils_base import TextInpu...
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"""simple docstring""" # Copyright 2022 The HuggingFace Team and The OpenBMB Team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.or...
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"""simple docstring""" import os import pytest import yaml from datasets.features.features import Features, Value from datasets.info import DatasetInfo, DatasetInfosDict @pytest.mark.parametrize( '''files''' , [ ['''full:README.md''', '''dataset_infos.json'''], ['''empty:README....
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"""simple docstring""" import os import unittest from transformers.models.transfo_xl.tokenization_transfo_xl import VOCAB_FILES_NAMES, TransfoXLTokenizer from ...test_tokenization_common import TokenizerTesterMixin class snake_case ( __UpperCAmelCase , unittest.TestCase ): lowerC...
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"""simple docstring""" from typing import Optional, Union import torch from torch import nn from ...configuration_utils import ConfigMixin, register_to_config from ...models.modeling_utils import ModelMixin class snake_case ( __UpperCAmelCase , __UpperCAmelCase ): @register_to_c...
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"""simple docstring""" import doctest from collections import deque import numpy as np class snake_case : def __init__( self :Optional[int] ): __SCREAMING_SNAKE_CASE : int = [2, 1, 2, -1] __SCREAMING_SNAKE_CASE : List[str] = [1, 2, 3,...
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"""simple docstring""" import argparse import torch from transformers import BertConfig, BertForPreTraining, load_tf_weights_in_bert from transformers.utils import logging logging.set_verbosity_info() def lowerCAmelCase_ ( lowercase_ : Dict , lowercase_ : int , lowercase...
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"""simple docstring""" def lowerCAmelCase_ ( lowercase_ : int ): '''simple docstring''' __SCREAMING_SNAKE_CASE : Dict = int(lowercase_ ) if decimal in (0, 1): # Exit cases for the recursion return str(lowercase_ ) __SCREAMING_SNAKE_CASE , __SC...
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"""simple docstring""" # Copyright 2023 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICEN...
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"""simple docstring""" import shutil import tempfile import unittest from transformers import ClapFeatureExtractor, ClapProcessor, RobertaTokenizer, RobertaTokenizerFast from transformers.testing_utils import require_sentencepiece, require_torchaudio from .test_feature_extraction_clap import floats_list ...
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"""simple docstring""" import json import os import shutil import tempfile import unittest import numpy as np from transformers import BertTokenizerFast from transformers.models.bert.tokenization_bert import VOCAB_FILES_NAMES, BertTokenizer from transformers.testing_utils import require_tokenizers, require...
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"""simple docstring""" import json import pathlib import unittest import numpy as np from transformers.testing_utils import require_torch, require_vision, slow from transformers.utils import is_torch_available, is_vision_available from ...test_image_processing_common import ImageProcessingSavingTestMixin,...
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"""simple docstring""" import inspect import unittest import numpy as np from tests.test_modeling_common import floats_tensor from transformers import DetrConfig, MaskFormerConfig, SwinConfig, is_torch_available, is_vision_available from transformers.testing_utils import require_torch, require_torch_multi_...
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"""simple docstring""" import io import math from typing import Dict, Optional, Union import numpy as np from huggingface_hub import hf_hub_download from ...image_processing_utils import BaseImageProcessor, BatchFeature from ...image_transforms import convert_to_rgb, normalize, to_channel_dimension_format,...
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"""simple docstring""" import contextlib import importlib import io import unittest import transformers # Try to import everything from transformers to ensure every object can be loaded. from transformers import * # noqa F406 from transformers.testing_utils import DUMMY_UNKNOWN_IDENTIFIER, require_flax, r...
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"""simple docstring""" import asyncio import os import shutil import subprocess import sys import tempfile import unittest from distutils.util import strtobool from functools import partial from pathlib import Path from typing import List, Union from unittest import mock import torch from ..state import Ac...
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"""simple docstring""" import json import pathlib import unittest import numpy as np from transformers.testing_utils import require_torch, require_vision, slow from transformers.utils import is_torch_available, is_vision_available from ...test_image_processing_common import ImageProcessingSavingTestMixin,...
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"""simple docstring""" import contextlib import importlib import io import unittest import transformers # Try to import everything from transformers to ensure every object can be loaded. from transformers import * # noqa F406 from transformers.testing_utils import DUMMY_UNKNOWN_IDENTIFIER, require_flax, r...
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"""simple docstring""" from __future__ import annotations def lowerCAmelCase_ ( lowercase_ : int ): '''simple docstring''' __SCREAMING_SNAKE_CASE : Optional[int] = str(lowercase_ ) return len(lowercase_ ) == 9 and set(lowercase_ ) == set('''...
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"""simple docstring""" import numpy as np import torch import tqdm from ...models.unet_ad import UNetaDModel from ...pipelines import DiffusionPipeline from ...utils import randn_tensor from ...utils.dummy_pt_objects import DDPMScheduler class snake_case ( __UpperCAmelCase ): def __i...
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"""simple docstring""" import json import sys import tempfile import unittest from pathlib import Path import transformers from transformers import ( CONFIG_MAPPING, IMAGE_PROCESSOR_MAPPING, AutoConfig, AutoImageProcessor, CLIPConfig, CLIPImageProcessor, ) from transformers.testing_u...
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"""simple docstring""" from typing import TYPE_CHECKING from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_torch_available _lowerCamelCase = { '''configuration_x_clip''': [ '''XCLIP_PRETRAINED_CONFIG_ARCHIVE_MAP''', '''XCLIPConfig''', '''XCLIPTextConf...
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"""simple docstring""" from __future__ import annotations from typing import Any class snake_case ( __UpperCAmelCase ): pass class snake_case : def __init__( self :List[Any] , _lowerCamelCase :Any ): __SCREAMING_SNAKE_CASE : Any ...
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"""simple docstring""" def lowerCAmelCase_ ( lowercase_ : int = 100 ): '''simple docstring''' __SCREAMING_SNAKE_CASE : Union[str, Any] = (n * (n + 1) // 2) ** 2 __SCREAMING_SNAKE_CASE : Union[str, Any] = n * (n + 1) * (2 * n + 1) // 6 return s...
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"""simple docstring""" from ...configuration_utils import PretrainedConfig from ...utils import logging _lowerCamelCase = logging.get_logger(__name__) _lowerCamelCase = { '''weiweishi/roc-bert-base-zh''': '''https://huggingface.co/weiweishi/roc-bert-base-zh/resolve/main/config.json''...
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"""simple docstring""" import tempfile import unittest import numpy as np from huggingface_hub import HfFolder, delete_repo from requests.exceptions import HTTPError from transformers import BertConfig, is_flax_available from transformers.testing_utils import TOKEN, USER, is_staging_test, require_flax if...
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"""simple docstring""" import itertools import json import linecache import os import pickle import re import socket import string from collections import Counter from logging import getLogger from pathlib import Path from typing import Callable, Dict, Iterable, List import git import torch from torch.utils...
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"""simple docstring""" from __future__ import annotations from collections import namedtuple def lowerCAmelCase_ ( lowercase_ : float , lowercase_ : float , lowercase_ : float ): '''simple docstring''' __SCREAMING_SNAKE_CASE : List[Any] = n...
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"""simple docstring""" from collections.abc import Callable import numpy as np def lowerCAmelCase_ ( lowercase_ : Callable , lowercase_ : float , lowercase_ : float , lowercase_ : float , lowercase_ : float ): '''simple docstring''' __SCREA...
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"""simple docstring""" import argparse from transformers import BigBirdConfig, BigBirdForPreTraining, BigBirdForQuestionAnswering, load_tf_weights_in_big_bird from transformers.utils import logging logging.set_verbosity_info() def lowerCAmelCase_ ( lowercase_ : Union[str, Any] , ...
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"""simple docstring""" from typing import TYPE_CHECKING from ...file_utils import _LazyModule, is_torch_available from ...utils import OptionalDependencyNotAvailable _lowerCamelCase = { '''configuration_gpt_neox_japanese''': ['''GPT_NEOX_JAPANESE_PRETRAINED_CONFIG_ARCHIVE_MAP''', '''GPTNeoXJa...
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"""simple docstring""" import logging import os from logging import ( CRITICAL, # NOQA DEBUG, # NOQA ERROR, # NOQA FATAL, # NOQA INFO, # NOQA NOTSET, # NOQA WARN, # NOQA WARNING, # NOQA ) from typing import Optional from tqdm import auto as tqdm_lib _lowerCamelCase ...
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"""simple docstring""" from __future__ import annotations from typing import Any class snake_case : def __init__( self :Optional[Any] , _lowerCamelCase :int ): __SCREAMING_SNAKE_CASE : int = num_of_nodes __SCREAMING_SNAKE_CASE : list[lis...
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"""simple docstring""" def lowerCAmelCase_ ( lowercase_ : list ): '''simple docstring''' if len(lowercase_ ) <= 1: return [tuple(lowercase_ )] __SCREAMING_SNAKE_CASE : Any = [] def generate(lowercase_ : int , lowercase_ : list )...
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"""simple docstring""" import argparse import pickle import numpy as np import torch from torch import nn from transformers import ReformerConfig, ReformerModelWithLMHead from transformers.utils import logging logging.set_verbosity_info() def lowerCAmelCase_ ( lowercase_ : int ,...
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"""simple docstring""" import os from shutil import copyfile from typing import List, Optional, Tuple from ...tokenization_utils_fast import PreTrainedTokenizerFast from ...utils import is_sentencepiece_available, logging if is_sentencepiece_available(): from .tokenization_pegasus import PegasusTokeni...
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"""simple docstring""" from typing import Callable, Optional, Union from ...configuration_utils import PretrainedConfig from ...utils import logging _lowerCamelCase = logging.get_logger(__name__) _lowerCamelCase = { '''microsoft/xprophetnet-large-wiki100-cased''': ( '''https...
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"""simple docstring""" from __future__ import annotations import string from itertools import cycle, product from pathlib import Path _lowerCamelCase = ( string.ascii_letters + string.digits + string.punctuation + string.whitespace ) _lowerCamelCase = [ord(letter) for letter in string...
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"""simple docstring""" import ast import os import re import shutil import tempfile import unittest from unittest import mock import torch from accelerate.test_utils.examples import compare_against_test from accelerate.test_utils.testing import TempDirTestCase, require_trackers, run_command, slow from acce...
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"""simple docstring""" from typing import List, Optional, Tuple from ...tokenization_utils_fast import PreTrainedTokenizerFast from ...utils import logging from .tokenization_herbert import HerbertTokenizer _lowerCamelCase = logging.get_logger(__name__) _lowerCamelCase = {'''vocab_file'...
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"""simple docstring""" import argparse import logging import os import time import timeit import datasets import numpy as np import pycuda.autoinit # noqa: F401 import pycuda.driver as cuda import tensorrt as trt import torch from absl import logging as absl_logging from accelerate import Accelerator from ...
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"""simple docstring""" from __future__ import annotations import inspect import unittest import numpy as np from transformers import DeiTConfig from transformers.testing_utils import require_tf, require_vision, slow from transformers.utils import cached_property, is_tf_available, is_vision_available from...
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"""simple docstring""" from __future__ import annotations import unittest from transformers import is_tf_available, is_torch_available from transformers.testing_utils import DUMMY_UNKNOWN_IDENTIFIER, SMALL_MODEL_IDENTIFIER, is_pt_tf_cross_test, slow if is_tf_available(): from transformers import ( ...
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"""simple docstring""" from maths.prime_factors import prime_factors def lowerCAmelCase_ ( lowercase_ : int ): '''simple docstring''' if not isinstance(lowercase_ , lowercase_ ): __SCREAMING_SNAKE_CASE : str = F'''Input value of [number={number}]...
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"""simple docstring""" import os import re import warnings from shutil import copyfile from typing import TYPE_CHECKING, Any, Dict, List, Optional, Tuple import sentencepiece as spm from ...tokenization_utils import PreTrainedTokenizer if TYPE_CHECKING: from ...tokenization_utils_base import TextInpu...
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"""simple docstring""" import unittest from transformers import DebertaConfig, is_torch_available from transformers.testing_utils import require_sentencepiece, require_tokenizers, require_torch, slow, torch_device from ...test_configuration_common import ConfigTester from ...test_modeling_common import Mod...
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"""simple docstring""" import os import pytest import yaml from datasets.features.features import Features, Value from datasets.info import DatasetInfo, DatasetInfosDict @pytest.mark.parametrize( '''files''' , [ ['''full:README.md''', '''dataset_infos.json'''], ['''empty:README....
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"""simple docstring""" from __future__ import annotations import os from typing import Any import requests _lowerCamelCase = '''https://api.github.com''' # https://docs.github.com/en/free-pro-team@latest/rest/reference/users#get-the-authenticated-user _lowerCamelCase = BASE_URL + '''/us...
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"""simple docstring""" from typing import Optional, Union import torch from torch import nn from ...configuration_utils import ConfigMixin, register_to_config from ...models.modeling_utils import ModelMixin class snake_case ( __UpperCAmelCase , __UpperCAmelCase ): @register_to_c...
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"""simple docstring""" # Copyright 2023 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICEN...
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"""simple docstring""" import argparse import torch from transformers import BertConfig, BertForPreTraining, load_tf_weights_in_bert from transformers.utils import logging logging.set_verbosity_info() def lowerCAmelCase_ ( lowercase_ : Dict , lowercase_ : int , lowercase...
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"""simple docstring""" import argparse import logging import os import time import timeit import datasets import numpy as np import pycuda.autoinit # noqa: F401 import pycuda.driver as cuda import tensorrt as trt import torch from absl import logging as absl_logging from accelerate import Accelerator from ...
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"""simple docstring""" # Copyright 2023 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICEN...
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"""simple docstring""" import json import os import unittest from transformers import MgpstrTokenizer from transformers.models.mgp_str.tokenization_mgp_str import VOCAB_FILES_NAMES from transformers.testing_utils import require_tokenizers from ...test_tokenization_common import TokenizerTesterMixin @r...
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"""simple docstring""" import json import os import shutil import tempfile import unittest import numpy as np from transformers import BertTokenizerFast from transformers.models.bert.tokenization_bert import VOCAB_FILES_NAMES, BertTokenizer from transformers.testing_utils import require_tokenizers, require...
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"""simple docstring""" import os import unittest from transformers import LayoutLMTokenizer, LayoutLMTokenizerFast from transformers.models.layoutlm.tokenization_layoutlm import VOCAB_FILES_NAMES from transformers.testing_utils import require_tokenizers from ...test_tokenization_common import TokenizerTest...
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"""simple docstring""" import inspect import unittest import numpy as np from tests.test_modeling_common import floats_tensor from transformers import DetrConfig, MaskFormerConfig, SwinConfig, is_torch_available, is_vision_available from transformers.testing_utils import require_torch, require_torch_multi_...
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"""simple docstring""" from typing import Optional, Union import torch from torch import nn from ...configuration_utils import ConfigMixin, register_to_config from ...models.modeling_utils import ModelMixin class snake_case ( __UpperCAmelCase , __UpperCAmelCase ): @register_to_c...
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"""simple docstring""" import contextlib import importlib import io import unittest import transformers # Try to import everything from transformers to ensure every object can be loaded. from transformers import * # noqa F406 from transformers.testing_utils import DUMMY_UNKNOWN_IDENTIFIER, require_flax, r...
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"""simple docstring""" def lowerCAmelCase_ ( lowercase_ : int ): '''simple docstring''' assert ( isinstance(lowercase_ , lowercase_ ) and number_of_steps > 0 ), F'''number_of_steps needs to be positive integer, your input {number_of_steps}''' if number_of_steps...
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"""simple docstring""" import json import pathlib import unittest import numpy as np from transformers.testing_utils import require_torch, require_vision, slow from transformers.utils import is_torch_available, is_vision_available from ...test_image_processing_common import ImageProcessingSavingTestMixin,...
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"""simple docstring""" import tempfile import numpy as np import torch from transformers import AutoTokenizer, TaEncoderModel from diffusers import DDPMScheduler, UNetaDConditionModel from diffusers.models.attention_processor import AttnAddedKVProcessor from diffusers.pipelines.deepfloyd_if import IFWaterm...
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"""simple docstring""" from __future__ import annotations def lowerCAmelCase_ ( lowercase_ : int ): '''simple docstring''' __SCREAMING_SNAKE_CASE : Optional[int] = str(lowercase_ ) return len(lowercase_ ) == 9 and set(lowercase_ ) == set('''...
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"""simple docstring""" import contextlib import copy import random from typing import Any, Dict, Iterable, Optional, Union import numpy as np import torch from .utils import deprecate, is_transformers_available if is_transformers_available(): import transformers def lowerCAmelCase_ ( ...
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"""simple docstring""" import json import sys import tempfile import unittest from pathlib import Path import transformers from transformers import ( CONFIG_MAPPING, IMAGE_PROCESSOR_MAPPING, AutoConfig, AutoImageProcessor, CLIPConfig, CLIPImageProcessor, ) from transformers.testing_u...
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"""simple docstring""" import collections import tempfile import unittest import numpy as np from transformers.testing_utils import ( is_pt_flax_cross_test, require_flax, require_torch, require_vision, slow, torch_device, ) from transformers.utils import is_flax_available, is_torch_...
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"""simple docstring""" from __future__ import annotations from typing import Any class snake_case ( __UpperCAmelCase ): pass class snake_case : def __init__( self :List[Any] , _lowerCamelCase :Any ): __SCREAMING_SNAKE_CASE : Any ...
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"""simple docstring""" from __future__ import annotations from collections.abc import Generator import requests from bsa import BeautifulSoup _lowerCamelCase = '''https://www.indeed.co.in/jobs?q=mobile+app+development&l=''' def lowerCAmelCase_ ( lowercase_ : str = "mumbai" ...
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"""simple docstring""" from ...configuration_utils import PretrainedConfig from ...utils import logging _lowerCamelCase = logging.get_logger(__name__) _lowerCamelCase = { '''weiweishi/roc-bert-base-zh''': '''https://huggingface.co/weiweishi/roc-bert-base-zh/resolve/main/config.json''...
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"""simple docstring""" import copy import fnmatch import json import os import pickle as pkl import shutil import sys import tarfile import tempfile from collections import OrderedDict from contextlib import contextmanager from functools import partial from hashlib import shaaaa from io import BytesIO from p...
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"""simple docstring""" import itertools import json import linecache import os import pickle import re import socket import string from collections import Counter from logging import getLogger from pathlib import Path from typing import Callable, Dict, Iterable, List import git import torch from torch.utils...
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"""simple docstring""" def lowerCAmelCase_ ( lowercase_ : int , lowercase_ : int ): '''simple docstring''' while b: __SCREAMING_SNAKE_CASE , __SCREAMING_SNAKE_CASE : Dict = b, a % b return a def lowerCAmelCase_ ( lowercase_ : ...
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"""simple docstring""" from collections.abc import Callable import numpy as np def lowerCAmelCase_ ( lowercase_ : Callable , lowercase_ : float , lowercase_ : float , lowercase_ : float , lowercase_ : float ): '''simple docstring''' __SCREA...
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"""simple docstring""" import json import logging import os import sys from pathlib import Path import finetune_rag from transformers.file_utils import is_apex_available from transformers.testing_utils import ( TestCasePlus, execute_subprocess_async, require_ray, require_torch_gpu, requ...
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"""simple docstring""" from typing import TYPE_CHECKING from ...file_utils import _LazyModule, is_torch_available from ...utils import OptionalDependencyNotAvailable _lowerCamelCase = { '''configuration_gpt_neox_japanese''': ['''GPT_NEOX_JAPANESE_PRETRAINED_CONFIG_ARCHIVE_MAP''', '''GPTNeoXJa...
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"""simple docstring""" import gc import random import unittest import numpy as np import torch from PIL import Image from diffusers import ( DDIMScheduler, KandinskyVaaInpaintPipeline, KandinskyVaaPriorPipeline, UNetaDConditionModel, VQModel, ) from diffusers.utils import floats_tensor,...
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"""simple docstring""" from __future__ import annotations from typing import Any class snake_case : def __init__( self :Optional[Any] , _lowerCamelCase :int ): __SCREAMING_SNAKE_CASE : int = num_of_nodes __SCREAMING_SNAKE_CASE : list[lis...
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"""simple docstring""" import os import shutil from pathlib import Path from typing import Optional, Union import numpy as np from huggingface_hub import hf_hub_download from ..utils import ONNX_EXTERNAL_WEIGHTS_NAME, ONNX_WEIGHTS_NAME, is_onnx_available, logging if is_onnx_available(): import onnxru...
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"""simple docstring""" import argparse import pickle import numpy as np import torch from torch import nn from transformers import ReformerConfig, ReformerModelWithLMHead from transformers.utils import logging logging.set_verbosity_info() def lowerCAmelCase_ ( lowercase_ : int ,...
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"""simple docstring""" import importlib.metadata import warnings from copy import deepcopy from packaging import version from ..utils import logging from .import_utils import is_accelerate_available, is_bitsandbytes_available if is_bitsandbytes_available(): import bitsandbytes as bnb import torch...
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"""simple docstring""" from typing import Callable, Optional, Union from ...configuration_utils import PretrainedConfig from ...utils import logging _lowerCamelCase = logging.get_logger(__name__) _lowerCamelCase = { '''microsoft/xprophetnet-large-wiki100-cased''': ( '''https...
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"""simple docstring""" import os from math import logaa def lowerCAmelCase_ ( lowercase_ : str = "base_exp.txt" ): '''simple docstring''' __SCREAMING_SNAKE_CASE : float = 0 __SCREAMING_SNAKE_CASE : List[str] = 0 for i, line in enumerate(op...
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"""simple docstring""" import ast import os import re import shutil import tempfile import unittest from unittest import mock import torch from accelerate.test_utils.examples import compare_against_test from accelerate.test_utils.testing import TempDirTestCase, require_trackers, run_command, slow from acce...
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"""simple docstring""" from ...configuration_utils import PretrainedConfig from ...utils import logging _lowerCamelCase = logging.get_logger(__name__) _lowerCamelCase = { '''weiweishi/roc-bert-base-zh''': '''https://huggingface.co/weiweishi/roc-bert-base-zh/resolve/main/config.json''...
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"""simple docstring""" import argparse import logging import os import time import timeit import datasets import numpy as np import pycuda.autoinit # noqa: F401 import pycuda.driver as cuda import tensorrt as trt import torch from absl import logging as absl_logging from accelerate import Accelerator from ...
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"""simple docstring""" import unittest import numpy as np from transformers.testing_utils import require_pytesseract, require_torch from transformers.utils import is_pytesseract_available, is_torch_available from ...test_image_processing_common import ImageProcessingSavingTestMixin, prepare_image_inputs ...
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"""simple docstring""" from __future__ import annotations import unittest from transformers import is_tf_available, is_torch_available from transformers.testing_utils import DUMMY_UNKNOWN_IDENTIFIER, SMALL_MODEL_IDENTIFIER, is_pt_tf_cross_test, slow if is_tf_available(): from transformers import ( ...
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"""simple docstring""" from typing import Any, Dict, Optional import torch import torch.nn.functional as F from torch import nn from ..utils import maybe_allow_in_graph from .activations import get_activation from .attention_processor import Attention from .embeddings import CombinedTimestepLabelEmbeddings...
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"""simple docstring""" import os import re import warnings from shutil import copyfile from typing import TYPE_CHECKING, Any, Dict, List, Optional, Tuple import sentencepiece as spm from ...tokenization_utils import PreTrainedTokenizer if TYPE_CHECKING: from ...tokenization_utils_base import TextInpu...
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"""simple docstring""" from typing import TYPE_CHECKING from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_tf_available, is_torch_available _lowerCamelCase = { '''configuration_ctrl''': ['''CTRL_PRETRAINED_CONFIG_ARCHIVE_MAP''', '''CTRLConfig'''], '''tokenization_ctrl'''...
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"""simple docstring""" import os import pytest import yaml from datasets.features.features import Features, Value from datasets.info import DatasetInfo, DatasetInfosDict @pytest.mark.parametrize( '''files''' , [ ['''full:README.md''', '''dataset_infos.json'''], ['''empty:README....
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"""simple docstring""" # DISCLAIMER: This file is strongly influenced by https://github.com/yang-song/score_sde_pytorch import math from dataclasses import dataclass from typing import Optional, Tuple, Union import torch from ..configuration_utils import ConfigMixin, register_to_config from ..utils import...
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"""simple docstring""" from typing import Optional, Union import torch from torch import nn from ...configuration_utils import ConfigMixin, register_to_config from ...models.modeling_utils import ModelMixin class snake_case ( __UpperCAmelCase , __UpperCAmelCase ): @register_to_c...
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"""simple docstring""" from typing import List, Optional, TypeVar from .arrow_dataset import Dataset, _concatenate_map_style_datasets, _interleave_map_style_datasets from .dataset_dict import DatasetDict, IterableDatasetDict from .info import DatasetInfo from .iterable_dataset import IterableDataset, _conca...
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"""simple docstring""" import argparse import torch from transformers import BertConfig, BertForPreTraining, load_tf_weights_in_bert from transformers.utils import logging logging.set_verbosity_info() def lowerCAmelCase_ ( lowercase_ : Dict , lowercase_ : int , lowercase...
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"""simple docstring""" from typing import TYPE_CHECKING from ...utils import ( OptionalDependencyNotAvailable, _LazyModule, is_sentencepiece_available, is_tf_available, is_tokenizers_available, is_torch_available, ) _lowerCamelCase = {'''configuration_xlnet''': ['''XLNET_P...
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"""simple docstring""" # Copyright 2023 The HuggingFace Inc. team. All rights reserved. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICEN...
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"""simple docstring""" import datasets import faiss import numpy as np import streamlit as st import torch from elasticsearch import Elasticsearch from elia_utils import ( embed_questions_for_retrieval, make_qa_sas_model, qa_sas_generate, query_es_index, query_qa_dense_index, ) import tr...
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"""simple docstring""" import json import os import shutil import tempfile import unittest import numpy as np from transformers import BertTokenizerFast from transformers.models.bert.tokenization_bert import VOCAB_FILES_NAMES, BertTokenizer from transformers.testing_utils import require_tokenizers, require...
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"""simple docstring""" def lowerCAmelCase_ ( lowercase_ : int = 10**12 ): '''simple docstring''' __SCREAMING_SNAKE_CASE : Dict = 1 __SCREAMING_SNAKE_CASE : Optional[int] = 0 __SCREAMING_SNAKE_CASE : str = 1 __SCREAMING_SNAKE_...
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"""simple docstring""" import inspect import unittest import numpy as np from tests.test_modeling_common import floats_tensor from transformers import DetrConfig, MaskFormerConfig, SwinConfig, is_torch_available, is_vision_available from transformers.testing_utils import require_torch, require_torch_multi_...
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"""simple docstring""" from ...configuration_utils import PretrainedConfig from ...utils import logging _lowerCamelCase = logging.get_logger(__name__) class snake_case ( __UpperCAmelCase ): lowerCamelCase__ = '''timm_backbone''' def __init__( self :in...
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"""simple docstring""" import contextlib import importlib import io import unittest import transformers # Try to import everything from transformers to ensure every object can be loaded. from transformers import * # noqa F406 from transformers.testing_utils import DUMMY_UNKNOWN_IDENTIFIER, require_flax, r...
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"""simple docstring""" from __future__ import annotations from collections import deque from collections.abc import Sequence from dataclasses import dataclass from typing import Any @dataclass class snake_case : lowerCamelCase__ = 42 lowerCamelCase__ = None...
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"""simple docstring""" import json import pathlib import unittest import numpy as np from transformers.testing_utils import require_torch, require_vision, slow from transformers.utils import is_torch_available, is_vision_available from ...test_image_processing_common import ImageProcessingSavingTestMixin,...
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"""simple docstring""" from typing import TYPE_CHECKING from ...utils import ( OptionalDependencyNotAvailable, _LazyModule, is_flax_available, is_tf_available, is_tokenizers_available, is_torch_available, ) _lowerCamelCase = { '''configuration_roformer''': ['''ROFORMER...
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"""simple docstring""" from __future__ import annotations def lowerCAmelCase_ ( lowercase_ : int ): '''simple docstring''' __SCREAMING_SNAKE_CASE : Optional[int] = str(lowercase_ ) return len(lowercase_ ) == 9 and set(lowercase_ ) == set('''...
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"""simple docstring""" import unittest import numpy as np import torch from diffusers import DDIMPipeline, DDIMScheduler, UNetaDModel from diffusers.utils.testing_utils import enable_full_determinism, require_torch_gpu, slow, torch_device from ..pipeline_params import UNCONDITIONAL_IMAGE_GENERATION_BATCH_...
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"""simple docstring""" import json import sys import tempfile import unittest from pathlib import Path import transformers from transformers import ( CONFIG_MAPPING, IMAGE_PROCESSOR_MAPPING, AutoConfig, AutoImageProcessor, CLIPConfig, CLIPImageProcessor, ) from transformers.testing_u...
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"""simple docstring""" from __future__ import annotations from typing import Any class snake_case : def __init__( self :Optional[Any] , _lowerCamelCase :int ): __SCREAMING_SNAKE_CASE : int = num_of_nodes __SCREAMING_SNAKE_CASE : list[lis...
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"""simple docstring""" from __future__ import annotations from typing import Any class snake_case ( __UpperCAmelCase ): pass class snake_case : def __init__( self :List[Any] , _lowerCamelCase :Any ): __SCREAMING_SNAKE_CASE : Any ...
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"""simple docstring""" import logging from transformers import PretrainedConfig _lowerCamelCase = logging.getLogger(__name__) _lowerCamelCase = { '''bertabs-finetuned-cnndm''': '''https://huggingface.co/remi/bertabs-finetuned-cnndm-extractive-abstractive-summarization/resolve/main/...
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"""simple docstring""" from ...configuration_utils import PretrainedConfig from ...utils import logging _lowerCamelCase = logging.get_logger(__name__) _lowerCamelCase = { '''weiweishi/roc-bert-base-zh''': '''https://huggingface.co/weiweishi/roc-bert-base-zh/resolve/main/config.json''...
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"""simple docstring""" import unittest from transformers import JukeboxTokenizer from transformers.testing_utils import require_torch class snake_case ( unittest.TestCase ): lowerCamelCase__ = JukeboxTokenizer lowerCamelCase__ = { '''artist''': ...
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"""simple docstring""" import itertools import json import linecache import os import pickle import re import socket import string from collections import Counter from logging import getLogger from pathlib import Path from typing import Callable, Dict, Iterable, List import git import torch from torch.utils...
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"""simple docstring""" def lowerCAmelCase_ ( lowercase_ : str ): '''simple docstring''' return "".join(chr(ord(lowercase_ ) - 32 ) if '''a''' <= char <= '''z''' else char for char in word ) if __name__ == "__main__": from doctest import testmod testmo...
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"""simple docstring""" from collections.abc import Callable import numpy as np def lowerCAmelCase_ ( lowercase_ : Callable , lowercase_ : float , lowercase_ : float , lowercase_ : float , lowercase_ : float ): '''simple docstring''' __SCREA...
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"""simple docstring""" import math from typing import Dict, Iterable, List, Optional, Tuple, Union import numpy as np from ...image_processing_utils import BaseImageProcessor, BatchFeature, get_size_dict from ...image_transforms import normalize, rescale, resize, to_channel_dimension_format from ...image_u...
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"""simple docstring""" from typing import TYPE_CHECKING from ...file_utils import _LazyModule, is_torch_available from ...utils import OptionalDependencyNotAvailable _lowerCamelCase = { '''configuration_gpt_neox_japanese''': ['''GPT_NEOX_JAPANESE_PRETRAINED_CONFIG_ARCHIVE_MAP''', '''GPTNeoXJa...
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"""simple docstring""" import json from typing import List, Optional, Tuple from tokenizers import normalizers from ...tokenization_utils_fast import PreTrainedTokenizerFast from ...utils import logging from .tokenization_distilbert import DistilBertTokenizer _lowerCamelCase = logging.get_logger...
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"""simple docstring""" from __future__ import annotations from typing import Any class snake_case : def __init__( self :Optional[Any] , _lowerCamelCase :int ): __SCREAMING_SNAKE_CASE : int = num_of_nodes __SCREAMING_SNAKE_CASE : list[lis...
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"""simple docstring""" from __future__ import annotations from typing import Any class snake_case ( __UpperCAmelCase ): pass class snake_case : def __init__( self :List[Any] , _lowerCamelCase :Any ): __SCREAMING_SNAKE_CASE : Any ...
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"""simple docstring""" import argparse import pickle import numpy as np import torch from torch import nn from transformers import ReformerConfig, ReformerModelWithLMHead from transformers.utils import logging logging.set_verbosity_info() def lowerCAmelCase_ ( lowercase_ : int ,...
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"""simple docstring""" import math def lowerCAmelCase_ ( ): '''simple docstring''' __SCREAMING_SNAKE_CASE : int = input('''Enter message: ''' ) __SCREAMING_SNAKE_CASE : str = int(input(F'''Enter key [2-{len(lowercase_ ) - 1}]: ''' ) ...
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"""simple docstring""" from typing import Callable, Optional, Union from ...configuration_utils import PretrainedConfig from ...utils import logging _lowerCamelCase = logging.get_logger(__name__) _lowerCamelCase = { '''microsoft/xprophetnet-large-wiki100-cased''': ( '''https...
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"""simple docstring""" import inspect import os import unittest from dataclasses import dataclass import torch from accelerate import Accelerator, DistributedDataParallelKwargs, GradScalerKwargs from accelerate.state import AcceleratorState from accelerate.test_utils import execute_subprocess_async, requir...
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"""simple docstring""" import ast import os import re import shutil import tempfile import unittest from unittest import mock import torch from accelerate.test_utils.examples import compare_against_test from accelerate.test_utils.testing import TempDirTestCase, require_trackers, run_command, slow from acce...
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"""simple docstring""" import os import unicodedata from shutil import copyfile from typing import Any, Dict, List, Optional, Tuple import sentencepiece as spm from ...tokenization_utils import AddedToken, PreTrainedTokenizer from ...utils import logging _lowerCamelCase = logging.get_logger(__na...
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"""simple docstring""" import argparse import logging import os import time import timeit import datasets import numpy as np import pycuda.autoinit # noqa: F401 import pycuda.driver as cuda import tensorrt as trt import torch from absl import logging as absl_logging from accelerate import Accelerator from ...
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"""simple docstring""" from typing import List, Optional, Tuple, Union import torch from torch import nn from torch.nn import CrossEntropyLoss from ... import AutoBackbone from ...modeling_outputs import SemanticSegmenterOutput from ...modeling_utils import PreTrainedModel from ...utils import add_start_do...
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"""simple docstring""" from __future__ import annotations import unittest from transformers import is_tf_available, is_torch_available from transformers.testing_utils import DUMMY_UNKNOWN_IDENTIFIER, SMALL_MODEL_IDENTIFIER, is_pt_tf_cross_test, slow if is_tf_available(): from transformers import ( ...
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