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'''simple docstring''' from typing import Optional, Tuple, Union import flax import flax.linen as nn import jax import jax.numpy as jnp from flax.core.frozen_dict import FrozenDict from ..configuration_utils import ConfigMixin, flax_register_to_config from ..utils import BaseOutput from .embeddings_flax impor...
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'''simple docstring''' import json import os import shutil import tempfile import unittest import numpy as np import pytest from transformers import CLIPTokenizer, CLIPTokenizerFast from transformers.models.clip.tokenization_clip import VOCAB_FILES_NAMES from transformers.testing_utils import require_vision f...
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'''simple docstring''' from __future__ import annotations def _A ( A__ ): # This function is recursive """simple docstring""" __lowercase = len(A__ ) # If the array contains only one element, we return it (it's the stop condition of # recursion) if array_length <= 1: r...
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'''simple docstring''' lowerCAmelCase__ = '''ABCDEFGHIJKLMNOPQRSTUVWXYZ''' def _A ( ): """simple docstring""" __lowercase = input('''Enter message: ''' ) __lowercase = input('''Enter key [alphanumeric]: ''' ) __lowercase = input('''Encrypt/Dec...
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'''simple docstring''' lowerCAmelCase__ = tuple[float, float, float] lowerCAmelCase__ = tuple[float, float, float] def _A ( A__ , A__ ): """simple docstring""" __lowercase = end_pointa[0] - end_pointa[0] __lowercase = end_poi...
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'''simple docstring''' import warnings from ...utils import logging from .image_processing_glpn import GLPNImageProcessor lowerCAmelCase__ = logging.get_logger(__name__) class lowercase_ (lowerCamelCase__ ): """simple docstring""" def __init__( self : Lis...
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'''simple docstring''' import gc import unittest import numpy as np import torch import torch.nn.functional as F from transformers import ( ClapTextConfig, ClapTextModelWithProjection, RobertaTokenizer, SpeechTaHifiGan, SpeechTaHifiGanConfig, ) from diffusers import ( AudioLDMPipeline,...
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'''simple docstring''' import string def _A ( A__ ): """simple docstring""" for key in range(len(string.ascii_uppercase ) ): __lowercase = '''''' for symbol in message: if symbol in string.ascii_uppercase: __lowercase = string.ascii_uppercase.find(A__...
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'''simple docstring''' from __future__ import annotations import unittest from transformers import EsmConfig, is_tf_available from transformers.testing_utils import require_tf, slow from ...test_configuration_common import ConfigTester from ...test_modeling_tf_common import TFModelTesterMixin, floats_tensor,...
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'''simple docstring''' from __future__ import absolute_import, division, print_function, unicode_literals from torch import nn from torch.nn import CrossEntropyLoss, MSELoss from transformers import RobertaConfig from transformers.file_utils import add_start_docstrings, add_start_docstrings_to_model_forward f...
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'''simple docstring''' import itertools import random import unittest import numpy as np from transformers import ASTFeatureExtractor from transformers.testing_utils import require_torch, require_torchaudio from transformers.utils.import_utils import is_torch_available from ...test_sequence_feature_extractio...
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'''simple docstring''' def _A ( A__ ): """simple docstring""" stooge(A__ , 0 , len(A__ ) - 1 ) return arr def _A ( A__ , A__ , A__ ): """simple docstring""" if i >= h: return # If first element is smaller than the last then swa...
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'''simple docstring''' import unittest from diffusers.models.unet_ad_blocks import * # noqa F403 from diffusers.utils import torch_device from .test_unet_blocks_common import UNetBlockTesterMixin class lowercase_ (lowerCamelCase__ , unittest.TestCase ): """simple docstring""" ...
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'''simple docstring''' import math from ...configuration_utils import PretrainedConfig from ...utils import logging lowerCAmelCase__ = logging.get_logger(__name__) lowerCAmelCase__ = { '''facebook/data2vec-base-960h''': '''https://huggingface.co/facebook/data2vec-audio-base-960h/reso...
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'''simple docstring''' import math from typing import Union import torch from ..configuration_utils import ConfigMixin, register_to_config from ..utils import randn_tensor from .scheduling_utils import SchedulerMixin class lowercase_ (lowerCamelCase__ , lowerCamelCase__ ): """simpl...
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'''simple docstring''' import unittest from knapsack import greedy_knapsack as kp class lowercase_ (unittest.TestCase ): """simple docstring""" def SCREAMING_SNAKE_CASE ( self : Any ): __lowercase = [1_0, 2_0, 3_0, 4_0, 5_0, 6_0] __lowercase ...
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'''simple docstring''' import warnings from ...utils import logging from .image_processing_videomae import VideoMAEImageProcessor lowerCAmelCase__ = logging.get_logger(__name__) class lowercase_ (lowerCamelCase__ ): """simple docstring""" ...
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'''simple docstring''' from typing import List, Optional, Tuple, Union import torch from ...utils import logging, randn_tensor from ..pipeline_utils import AudioPipelineOutput, DiffusionPipeline lowerCAmelCase__ = logging.get_logger(__name__) # pylint: disable=invalid-name class lower...
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'''simple docstring''' def _A ( A__ ): """simple docstring""" __lowercase = 0 # if input_string is "aba" than new_input_string become "a|b|a" __lowercase = '''''' __lowercase = '''''' # append each character + "|" in new_string for range(0, length-1) fo...
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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_whisper''': ['''WHISPER_PR...
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'''simple docstring''' def _A ( A__ = 1000 ): """simple docstring""" __lowercase , __lowercase = 1, 1 __lowercase = 2 while True: __lowercase = 0 __lowercase = fa + fa __lowercase , __lowercase = fa, f index += 1 for _...
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'''simple docstring''' from typing import TYPE_CHECKING from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_torch_available, is_vision_available lowerCAmelCase__ = {'''configuration_glpn''': ['''GLPN_PRETRAINED_CONFIG_ARCHIVE_MAP''', '''GLPNConfig''']} try: if not is_vision_avail...
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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''' from __future__ import annotations import unittest from transformers import FunnelConfig, is_tf_available from transformers.testing_utils import require_tf from ...test_configuration_common import ConfigTester from ...test_modeling_tf_common import TFModelTesterMixin, ids_tensor, rando...
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'''simple docstring''' import numpy as np from transformers import BatchFeature from transformers.testing_utils import require_tf, require_torch from .test_feature_extraction_common import FeatureExtractionSavingTestMixin class lowercase_ (lowerCamelCase__ ): """simple docstring""" ...
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'''simple docstring''' import json import os import unittest from transformers import OpenAIGPTTokenizer, OpenAIGPTTokenizerFast from transformers.models.openai.tokenization_openai import VOCAB_FILES_NAMES from transformers.testing_utils import require_ftfy, require_spacy, require_tokenizers from ...test_toke...
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'''simple docstring''' import inspect import unittest from transformers import MobileViTConfig 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 impo...
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'''simple docstring''' from ...configuration_utils import PretrainedConfig from ...utils import logging lowerCAmelCase__ = logging.get_logger(__name__) lowerCAmelCase__ = { '''studio-ousia/luke-base''': '''https://huggingface.co/studio-ousia/luke-base/resolve/main/config.json''', ...
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'''simple docstring''' import argparse import json from pathlib import Path import requests import timm import torch from huggingface_hub import hf_hub_download from PIL import Image from transformers import DeiTConfig, DeiTForImageClassificationWithTeacher, DeiTImageProcessor from transformers.utils import l...
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'''simple docstring''' import inspect import unittest from huggingface_hub import hf_hub_download from transformers import ConvNextConfig, UperNetConfig from transformers.testing_utils import require_torch, require_torch_multi_gpu, require_vision, slow, torch_device from transformers.utils import is_torch_ava...
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'''simple docstring''' import os import shutil import tempfile import unittest import numpy as np from transformers import AutoTokenizer, BarkProcessor from transformers.testing_utils import require_torch, slow @require_torch class lowercase_ (unittest.TestCase ): """simple docstring"...
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'''simple docstring''' from math import sqrt def _A ( A__ ): """simple docstring""" assert isinstance(A__ , A__ ) and ( number >= 0 ), "'number' must been an int and positive" __lowercase = True # 0 and 1 are none primes. if number <= 1: __lowercase ...
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'''simple docstring''' from dataclasses import dataclass from typing import List, Optional, Union import numpy as np import PIL import torch from transformers import CLIPImageProcessor, CLIPVisionModel from ...models import PriorTransformer from ...pipelines import DiffusionPipeline from ...schedulers import ...
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'''simple docstring''' # Function to print upper half of diamond (pyramid) def _A ( A__ ): """simple docstring""" for i in range(0 , A__ ): for _ in range(0 , n - i - 1 ): # printing spaces print(''' ''' , end='''''' ) for _ in range(0 , i + 1...
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'''simple docstring''' from typing import List, Optional, Union import numpy as np import torch import torchaudio.compliance.kaldi as ta_kaldi from ...feature_extraction_sequence_utils import SequenceFeatureExtractor from ...feature_extraction_utils import BatchFeature from ...utils import PaddingStrategy, Te...
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'''simple docstring''' lowerCAmelCase__ = { "joule": 1.0, "kilojoule": 1000, "megajoule": 100_0000, "gigajoule": 10_0000_0000, "wattsecond": 1.0, "watthour": 3600, "kilowatthour": 360_0000, "newtonmeter": 1.0, "calorie_nutr": 4186.8, "kilocalorie_nutr": 418_6800...
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"""simple docstring""" def lowercase__ ( _UpperCAmelCase ) -> bool: '''simple docstring''' if number < 0: raise ValueError('number must not be negative' ) return number & (number - 1) == 0 if __name__ == "__main__": ...
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"""simple docstring""" import os from typing import BinaryIO, Optional, Union import numpy as np import pyarrow.parquet as pq from .. import Audio, Dataset, Features, Image, NamedSplit, Value, config from ..features.features import FeatureType, _visit from ..formatting import query_table fro...
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"""simple docstring""" def lowercase__ ( _UpperCAmelCase = 10 ) -> str: '''simple docstring''' if not isinstance(_UpperCAmelCase , _UpperCAmelCase ) or n < 0: raise ValueError('Invalid input' ) lowercase : List[Any] ...
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"""simple docstring""" import argparse import requests import torch # pip3 install salesforce-lavis # I'm actually installing a slightly modified version: pip3 install git+https://github.com/nielsrogge/LAVIS.git@fix_lavis from lavis.models import load_model_and_preprocess from PIL import Imag...
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"""simple docstring""" from ...configuration_utils import PretrainedConfig from ...utils import logging _UpperCamelCase: int = logging.get_logger(__name__) _UpperCamelCase: Dict = { 'abeja/gpt-neox-japanese-2.7b': 'https://huggingface.co/abeja/gpt-neox-...
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"""simple docstring""" import gc import random import unittest import numpy as np import torch from PIL import Image from transformers import CLIPTextConfig, CLIPTextModel, CLIPTokenizer from diffusers import ( AutoencoderKL, DDIMScheduler, EulerAncestralDiscreteScheduler, ...
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"""simple docstring""" import contextlib from multiprocessing import Pool, RLock from tqdm.auto import tqdm from ..utils import experimental, logging _UpperCamelCase: List[Any] = logging.get_logger(__name__) class a__ : _lowerCamelCase = None ...
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"""simple docstring""" import datasets from .evaluate import evaluate _UpperCamelCase: str = '\\n@article{hendrycks2021cuad,\n title={CUAD: An Expert-Annotated NLP Dataset for Legal Contract Review},\n author={Dan Hendrycks and Collin Burns and Anya Chen and Spencer ...
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"""simple docstring""" from math import sqrt def lowercase__ ( _UpperCAmelCase = 1_00_00_00 ) -> int: '''simple docstring''' lowercase : int = 0 lowercase : int = 0 lowercase : int while num_c...
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"""simple docstring""" from collections import OrderedDict from typing import Any, Mapping, Optional from ... import PreTrainedTokenizer, TensorType, is_torch_available from ...configuration_utils import PretrainedConfig from ...onnx import OnnxConfigWithPast from ...utils import logging _U...
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"""simple docstring""" from collections import defaultdict from typing import Optional from ..image_utils import load_image from ..utils import ( add_end_docstrings, is_torch_available, logging, requires_backends, ) from .base import PIPELINE_INIT_ARGS, ChunkPipeline if ...
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"""simple docstring""" import os import unittest from transformers.models.phobert.tokenization_phobert import VOCAB_FILES_NAMES, PhobertTokenizer from ...test_tokenization_common import TokenizerTesterMixin class a__ ( SCREAMING_SNAKE_CASE__, unittest.TestCase ): _l...
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"""simple docstring""" import os from pathlib import Path def lowercase__ ( ) -> str: '''simple docstring''' from torch.utils.cpp_extension import load lowercase : List[str] = Path(_UpperCAmelCase ).resolve().parent.pare...
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"""simple docstring""" from typing import Dict, Optional, Union import numpy as np from ...image_processing_utils import BaseImageProcessor, BatchFeature, get_size_dict from ...image_transforms import flip_channel_order, resize, to_channel_dimension_format, to_pil_image from ...image_utils impo...
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"""simple docstring""" import inspect from typing import List, Optional, Tuple, Union import numpy as np import PIL import torch import torch.utils.checkpoint from ...models import UNetaDModel, VQModel from ...schedulers import ( DDIMScheduler, DPMSolverMultistepScheduler, Eul...
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"""simple docstring""" def lowercase__ ( _UpperCAmelCase ) -> list: '''simple docstring''' lowercase : Dict = len(_UpperCAmelCase ) for i in range(1 , _UpperCAmelCase ): lowercase : Union[str, Any] = ...
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"""simple docstring""" def lowercase__ ( _UpperCAmelCase ) -> list: '''simple docstring''' lowercase : Any = len(_UpperCAmelCase ) for _ in range(_UpperCAmelCase ): for i in range(_ % 2 , arr_size - 1 , 2 ):...
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"""simple docstring""" import os from pathlib import Path def lowercase__ ( ) -> str: '''simple docstring''' from torch.utils.cpp_extension import load lowercase : List[str] = Path(_UpperCAmelCase ).resolve().parent.pare...
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"""simple docstring""" import os from collections import deque import torch from torch.utils.data import Dataset class a__ ( SCREAMING_SNAKE_CASE__ ): def __init__( self : str, lowerCAmelCase : Dict="", lowerCAmelCase : List[Any]="t...
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"""simple docstring""" from ...configuration_utils import PretrainedConfig from ...utils import logging _UpperCamelCase: str = logging.get_logger(__name__) _UpperCamelCase: Union[str, Any] = { 'alibaba-damo/mgp-str-base': 'https://huggingface.co/alibaba...
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"""simple docstring""" import json from typing import Iterator, List, Union from tokenizers import AddedToken, Regex, Tokenizer, decoders, normalizers, pre_tokenizers, trainers from tokenizers.implementations.base_tokenizer import BaseTokenizer from tokenizers.models import Unigram from tokenize...
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"""simple docstring""" # coding=utf-8 # Copyright 2020 The HuggingFace Inc. team. # # 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/license...
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"""simple docstring""" def lowercase__ ( _UpperCAmelCase , _UpperCAmelCase , _UpperCAmelCase ) -> float: '''simple docstring''' return round(float(moles / volume ) * nfactor ) def lowercase__ ( _UpperCAmelCase , _UpperC...
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"""simple docstring""" from typing import Optional, Union import numpy as np from ...image_processing_utils import BaseImageProcessor, BatchFeature from ...image_transforms import get_image_size, pad, rescale, to_channel_dimension_format from ...image_utils import ChannelDimension, ImageInput, ...
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"""simple docstring""" import json import os import pickle import shutil import tempfile from unittest import TestCase from unittest.mock import patch import numpy as np from datasets import Dataset from transformers import is_faiss_available from transformers.models.bart.configuration_ba...
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"""simple docstring""" import json import os import pickle import shutil import tempfile from unittest import TestCase from unittest.mock import patch import numpy as np from datasets import Dataset from transformers import is_faiss_available from transformers.models.bart.configuration_ba...
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"""simple docstring""" import pickle import unittest import torch from accelerate import Accelerator from accelerate.state import AcceleratorState from accelerate.test_utils import require_cpu @require_cpu class a__ ( unittest.TestCase ): def lowercase ( ...
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"""simple docstring""" def lowercase__ ( _UpperCAmelCase ) -> int: '''simple docstring''' assert isinstance(_UpperCAmelCase , _UpperCAmelCase ), f'''The input value of [n={number}] is not an integer''' if number == 1: ret...
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"""simple docstring""" import unittest import numpy as np def lowercase__ ( _UpperCAmelCase , _UpperCAmelCase , _UpperCAmelCase , _UpperCAmelCase = None , ) -> np.ndarray: '''simple docstring''' lowercase : List[Any] = np.sha...
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"""simple docstring""" import json from typing import TYPE_CHECKING, List, Optional, Tuple from tokenizers import pre_tokenizers from ...tokenization_utils_base import BatchEncoding from ...tokenization_utils_fast import PreTrainedTokenizerFast from ...utils import logging if TYPE_CHECKIN...
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"""simple docstring""" from typing import TYPE_CHECKING from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_sentencepiece_available _UpperCamelCase: Dict = {} try: if not is_sentencepiece_available(): raise OptionalDependencyNotAvailable(...
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"""simple docstring""" import unittest from transformers import DonutProcessor _UpperCamelCase: Any = 'naver-clova-ix/donut-base' class a__ ( unittest.TestCase ): def lowercase ( self : Optional[Any] ) -> Tuple: ...
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"""simple docstring""" import copy from typing import TYPE_CHECKING, Any, Mapping, Optional, OrderedDict from packaging import version from ...configuration_utils import PretrainedConfig from ...onnx import OnnxConfig from ...utils import logging from ..auto.configuration_auto import AutoConf...
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"""simple docstring""" from collections.abc import Sequence def lowercase__ ( _UpperCAmelCase , _UpperCAmelCase = False ) -> float: '''simple docstring''' if not arr: return 0 lowercase : List[str] = 0 if al...
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"""simple docstring""" from typing import TYPE_CHECKING from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_torch_available _UpperCamelCase: List[Any] = { 'configuration_bigbird_pegasus': [ 'BIGBIRD_PEGASUS_PRETRAINED_CONFIG_ARCHIVE_MAP', ...
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"""simple docstring""" import inspect import unittest from huggingface_hub import hf_hub_download from transformers import ASTConfig from transformers.testing_utils import require_torch, require_torchaudio, slow, torch_device from transformers.utils import cached_property, is_torch_available, ...
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"""simple docstring""" from __future__ import annotations from PIL import Image # Define glider example _UpperCamelCase: int = [ [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...
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"""simple docstring""" from collections import defaultdict from typing import Optional from ..image_utils import load_image from ..utils import ( add_end_docstrings, is_torch_available, logging, requires_backends, ) from .base import PIPELINE_INIT_ARGS, ChunkPipeline if ...
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"""simple docstring""" from typing import TYPE_CHECKING from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_torch_available _UpperCamelCase: Dict = {'configuration_wavlm': ['WAVLM_PRETRAINED_CONFIG_ARCHIVE_MAP', 'WavLMConfig']} try: if not is_torch_av...
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"""simple docstring""" _UpperCamelCase: Dict = 2_5_6 # Modulus to hash a string _UpperCamelCase: Union[str, Any] = 1_0_0_0_0_0_3 def lowercase__ ( _UpperCAmelCase , _UpperCAmelCase ) -> bool: '''simple docstring''...
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"""simple docstring""" from typing import List, Optional import numpy as np from ...processing_utils import ProcessorMixin from ...utils import to_numpy class a__ ( SCREAMING_SNAKE_CASE__ ): _lowerCamelCase = 'EncodecFeatureExtractor' _lowerCamelCase ...
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"""simple docstring""" from typing import TYPE_CHECKING from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_torch_available _UpperCamelCase: Dict = {'configuration_wavlm': ['WAVLM_PRETRAINED_CONFIG_ARCHIVE_MAP', 'WavLMConfig']} try: if not is_torch_av...
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"""simple docstring""" import argparse import requests import torch # pip3 install salesforce-lavis # I'm actually installing a slightly modified version: pip3 install git+https://github.com/nielsrogge/LAVIS.git@fix_lavis from lavis.models import load_model_and_preprocess from PIL import Imag...
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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/li...
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"""simple docstring""" import os 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 _UpperCamelCase: int = logging.get_...
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"""simple docstring""" import os from typing import BinaryIO, Optional, Union import numpy as np import pyarrow.parquet as pq from .. import Audio, Dataset, Features, Image, NamedSplit, Value, config from ..features.features import FeatureType, _visit from ..formatting import query_table fro...
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"""simple docstring""" from typing import TYPE_CHECKING from ...utils import _LazyModule _UpperCamelCase: List[str] = {'tokenization_wav2vec2_phoneme': ['Wav2Vec2PhonemeCTCTokenizer']} if TYPE_CHECKING: from .tokenization_wavaveca_phoneme import WavaVecaPhonemeCTCTo...
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"""simple docstring""" import argparse import requests import torch # pip3 install salesforce-lavis # I'm actually installing a slightly modified version: pip3 install git+https://github.com/nielsrogge/LAVIS.git@fix_lavis from lavis.models import load_model_and_preprocess from PIL import Imag...
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"""simple docstring""" import argparse import datetime import json import time import warnings from logging import getLogger from pathlib import Path from typing import Dict, List import torch from tqdm import tqdm from transformers import AutoModelForSeqaSeqLM, AutoTokenizer from utils ...
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"""simple docstring""" import gc import random import unittest import numpy as np import torch from PIL import Image from transformers import CLIPTextConfig, CLIPTextModel, CLIPTokenizer from diffusers import ( AutoencoderKL, DDIMScheduler, EulerAncestralDiscreteScheduler, ...
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"""simple docstring""" import qiskit def lowercase__ ( _UpperCAmelCase , _UpperCAmelCase ) -> qiskit.result.counts.Counts: '''simple docstring''' lowercase : str = qiskit.Aer.get_backend('aer_simulator' ) # Create a Qu...
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"""simple docstring""" import datasets from .evaluate import evaluate _UpperCamelCase: str = '\\n@article{hendrycks2021cuad,\n title={CUAD: An Expert-Annotated NLP Dataset for Legal Contract Review},\n author={Dan Hendrycks and Collin Burns and Anya Chen and Spencer ...
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"""simple docstring""" import fire from utils import calculate_rouge, save_json def lowercase__ ( _UpperCAmelCase , _UpperCAmelCase , _UpperCAmelCase=None , **_UpperCAmelCase ) -> Union[str, Any]: '''simple docstring''' lowercase :...
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"""simple docstring""" from collections import OrderedDict from typing import Any, Mapping, Optional from ... import PreTrainedTokenizer, TensorType, is_torch_available from ...configuration_utils import PretrainedConfig from ...onnx import OnnxConfigWithPast from ...utils import logging _U...
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"""simple docstring""" import json import logging import os import socket import git import numpy as np import torch logging.basicConfig( format='%(asctime)s - %(levelname)s - %(name)s - PID: %(process)d - %(message)s', datefmt='%m/%d/%Y %H:%M:%S', level=logging.INFO, ) _...
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"""simple docstring""" import os import unittest from transformers.models.phobert.tokenization_phobert import VOCAB_FILES_NAMES, PhobertTokenizer from ...test_tokenization_common import TokenizerTesterMixin class a__ ( SCREAMING_SNAKE_CASE__, unittest.TestCase ): _l...
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"""simple docstring""" def lowercase__ ( _UpperCAmelCase , _UpperCAmelCase ) -> int: '''simple docstring''' while second != 0: lowercase : Any = first & second first ^= second lowercase : Any...
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"""simple docstring""" from typing import Dict, Optional, Union import numpy as np from ...image_processing_utils import BaseImageProcessor, BatchFeature, get_size_dict from ...image_transforms import flip_channel_order, resize, to_channel_dimension_format, to_pil_image from ...image_utils impo...
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"""simple docstring""" def lowercase__ ( _UpperCAmelCase = 10**12 ) -> int: '''simple docstring''' lowercase : Union[str, Any] = 1 lowercase : Dict = 0 lowercase : int = 1 lowercase : An...
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"""simple docstring""" def lowercase__ ( _UpperCAmelCase ) -> list: '''simple docstring''' lowercase : Dict = len(_UpperCAmelCase ) for i in range(1 , _UpperCAmelCase ): lowercase : Union[str, Any] = ...
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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 ...
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"""simple docstring""" import os from pathlib import Path def lowercase__ ( ) -> str: '''simple docstring''' from torch.utils.cpp_extension import load lowercase : List[str] = Path(_UpperCAmelCase ).resolve().parent.pare...
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"""simple docstring""" import unittest from datasets import load_dataset from transformers.pipelines import pipeline from transformers.testing_utils import is_pipeline_test, nested_simplify, require_torch, slow @is_pipeline_test @require_torch class a__ ( unittest.TestCase ...
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"""simple docstring""" from ...configuration_utils import PretrainedConfig from ...utils import logging _UpperCamelCase: str = logging.get_logger(__name__) _UpperCamelCase: Union[str, Any] = { 'alibaba-damo/mgp-str-base': 'https://huggingface.co/alibaba...
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"""simple docstring""" from __future__ import annotations from collections.abc import Iterable, Iterator from dataclasses import dataclass _UpperCamelCase: Union[str, Any] = (3, 9, -1_1, 0, 7, 5, 1, -1) _UpperCamelCase: int = (4, 6, 2, 0, 8, 1_0, 3, -2) ...
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"""simple docstring""" # coding=utf-8 # Copyright 2020 The HuggingFace Inc. team. # # 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/license...
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"""simple docstring""" from typing import TYPE_CHECKING from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_tf_available, is_torch_available _UpperCamelCase: Optional[Any] = { 'configuration_transfo_xl': ['TRANSFO_XL_PRETRAINED_CONFIG_ARCHIVE_MAP', 'Trans...
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"""simple docstring""" from typing import Optional, Union import numpy as np from ...image_processing_utils import BaseImageProcessor, BatchFeature from ...image_transforms import get_image_size, pad, rescale, to_channel_dimension_format from ...image_utils import ChannelDimension, ImageInput, ...
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"""simple docstring""" from sklearn.metrics import mean_squared_error import datasets _UpperCamelCase: List[str] = '\\n@article{scikit-learn,\n title={Scikit-learn: Machine Learning in {P}ython},\n author={Pedregosa, F. and Varoquaux, G. and Gramfort, A. and Michel, V.\n ...
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"""simple docstring""" import json import os import pickle import shutil import tempfile from unittest import TestCase from unittest.mock import patch import numpy as np from datasets import Dataset from transformers import is_faiss_available from transformers.models.bart.configuration_ba...
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"""simple docstring""" # We ignore warnings about stepping the scheduler since we step it ourselves during gradient accumulation import warnings from .state import AcceleratorState, GradientState warnings.filterwarnings('ignore', category=UserWarning, module='torch.optim.lr_scheduler') ...
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"""simple docstring""" def lowercase__ ( _UpperCAmelCase ) -> int: '''simple docstring''' assert isinstance(_UpperCAmelCase , _UpperCAmelCase ), f'''The input value of [n={number}] is not an integer''' if number == 1: ret...
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"""simple docstring""" from typing import TYPE_CHECKING from ....utils import OptionalDependencyNotAvailable, _LazyModule, is_torch_available, is_vision_available _UpperCamelCase: List[str] = {'configuration_van': ['VAN_PRETRAINED_CONFIG_ARCHIVE_MAP', 'VanConfig']} try: ...
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"""simple docstring""" import json from typing import TYPE_CHECKING, List, Optional, Tuple from tokenizers import pre_tokenizers from ...tokenization_utils_base import BatchEncoding from ...tokenization_utils_fast import PreTrainedTokenizerFast from ...utils import logging if TYPE_CHECKIN...
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"""simple docstring""" from typing import Dict, Optional, Union import numpy as np from ...image_processing_utils import BaseImageProcessor, BatchFeature, get_size_dict from ...image_transforms import flip_channel_order, resize, to_channel_dimension_format, to_pil_image from ...image_utils impo...
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"""simple docstring""" import unittest from transformers import DonutProcessor _UpperCamelCase: Any = 'naver-clova-ix/donut-base' class a__ ( unittest.TestCase ): def lowercase ( self : Optional[Any] ) -> Tuple: ...
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"""simple docstring""" import itertools import os from collections import Counter, defaultdict from concurrent.futures import ThreadPoolExecutor, as_completed import numpy as np import datasets from .execute import check_correctness _UpperCamelCase: List[str] = '\\n@m...
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"""simple docstring""" from collections.abc import Sequence def lowercase__ ( _UpperCAmelCase , _UpperCAmelCase = False ) -> float: '''simple docstring''' if not arr: return 0 lowercase : List[str] = 0 if al...
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"""simple docstring""" from ...utils import is_torch_available, is_transformers_available if is_transformers_available() and is_torch_available(): from .pipeline_vq_diffusion import LearnedClassifierFreeSamplingEmbeddings, VQDiffusionPipeline
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"""simple docstring""" import inspect import unittest from huggingface_hub import hf_hub_download from transformers import ASTConfig from transformers.testing_utils import require_torch, require_torchaudio, slow, torch_device from transformers.utils import cached_property, is_torch_available, ...
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"""simple docstring""" from __future__ import annotations from typing import Any class a__ : def __init__( self : Union[str, Any], lowerCAmelCase : int = 6 ) -> None: lowercase : Node | None = None lowercase ...
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"""simple docstring""" from collections import defaultdict from typing import Optional from ..image_utils import load_image from ..utils import ( add_end_docstrings, is_torch_available, logging, requires_backends, ) from .base import PIPELINE_INIT_ARGS, ChunkPipeline if ...
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"""simple docstring""" from typing import TYPE_CHECKING from ...file_utils import _LazyModule, is_torch_available from ...utils import OptionalDependencyNotAvailable _UpperCamelCase: str = { 'configuration_gpt_neox_japanese': ['GPT_NEOX_JAPANESE_PRETRAINED_CONFIG_ARCHIVE...
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"""simple docstring""" _UpperCamelCase: Dict = 2_5_6 # Modulus to hash a string _UpperCamelCase: Union[str, Any] = 1_0_0_0_0_0_3 def lowercase__ ( _UpperCAmelCase , _UpperCAmelCase ) -> bool: '''simple docstring''...
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"""simple docstring""" import os import pytest from attr import dataclass _UpperCamelCase: Dict = 'us-east-1' # defaults region @dataclass class a__ : _lowerCamelCase = 42 _lowerCamelCase = 'arn:aws:iam::558105141721:role/sagemak...
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"""simple docstring""" from typing import TYPE_CHECKING from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_torch_available _UpperCamelCase: Dict = {'configuration_wavlm': ['WAVLM_PRETRAINED_CONFIG_ARCHIVE_MAP', 'WavLMConfig']} try: if not is_torch_av...
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"""simple docstring""" from typing import TYPE_CHECKING from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_torch_available _UpperCamelCase: Union[str, Any] = { 'configuration_timesformer': ['TIMESFORMER_PRETRAINED_CONFIG_ARCHIVE_MAP', 'TimesformerConfig'...
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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/li...
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"""simple docstring""" import os import tempfile import unittest from transformers.models.marian.convert_marian_tatoeba_to_pytorch import DEFAULT_REPO, TatoebaConverter from transformers.testing_utils import slow from transformers.utils import cached_property @unittest.skipUnless(os.path.ex...
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"""simple docstring""" import os from typing import BinaryIO, Optional, Union import numpy as np import pyarrow.parquet as pq from .. import Audio, Dataset, Features, Image, NamedSplit, Value, config from ..features.features import FeatureType, _visit from ..formatting import query_table fro...
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"""simple docstring""" import logging import torch from accelerate import Accelerator from arguments import EvaluationArguments from datasets import load_dataset from torch.utils.data import IterableDataset from torch.utils.data.dataloader import DataLoader from transformers import AutoModel...
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"""simple docstring""" import argparse import requests import torch # pip3 install salesforce-lavis # I'm actually installing a slightly modified version: pip3 install git+https://github.com/nielsrogge/LAVIS.git@fix_lavis from lavis.models import load_model_and_preprocess from PIL import Imag...
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"""simple docstring""" from typing import Dict, List, Optional, Union import numpy as np from ...image_processing_utils import BaseImageProcessor, BatchFeature, get_size_dict from ...image_transforms import ( center_crop, convert_to_rgb, get_resize_output_image_size, normaliz...
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"""simple docstring""" import gc import random import unittest import numpy as np import torch from PIL import Image from transformers import CLIPTextConfig, CLIPTextModel, CLIPTokenizer from diffusers import ( AutoencoderKL, DDIMScheduler, EulerAncestralDiscreteScheduler, ...
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"""simple docstring""" import os import shutil import sys import tempfile import unittest from pathlib import Path import pytest import transformers from transformers import ( BERT_PRETRAINED_CONFIG_ARCHIVE_MAP, GPT2_PRETRAINED_CONFIG_ARCHIVE_MAP, AutoTokenizer, BertConf...
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"""simple docstring""" import datasets from .evaluate import evaluate _UpperCamelCase: str = '\\n@article{hendrycks2021cuad,\n title={CUAD: An Expert-Annotated NLP Dataset for Legal Contract Review},\n author={Dan Hendrycks and Collin Burns and Anya Chen and Spencer ...
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"""simple docstring""" _UpperCamelCase: int = 'Tobias Carryer' from time import time class a__ : def __init__( self : Tuple, lowerCAmelCase : List[str], lowerCAmelCase : List[Any], lowerCAmelCase : Optional[int]...
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"""simple docstring""" from collections import OrderedDict from typing import Any, Mapping, Optional from ... import PreTrainedTokenizer, TensorType, is_torch_available from ...configuration_utils import PretrainedConfig from ...onnx import OnnxConfigWithPast from ...utils import logging _U...
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"""simple docstring""" import os from tempfile import TemporaryDirectory from unittest import TestCase import pytest from absl.testing import parameterized from datasets import config from datasets.arrow_reader import HF_GCP_BASE_URL from datasets.builder import DatasetBuilder from datasets...
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"""simple docstring""" import os import unittest from transformers.models.phobert.tokenization_phobert import VOCAB_FILES_NAMES, PhobertTokenizer from ...test_tokenization_common import TokenizerTesterMixin class a__ ( SCREAMING_SNAKE_CASE__, unittest.TestCase ): _l...
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"""simple docstring""" def lowercase__ ( _UpperCAmelCase , _UpperCAmelCase ) -> list: '''simple docstring''' lowercase : List[str] = word.split() def justify(_UpperCAmelCase , _UpperCAmelCase , _UpperCAmelCase ) -> str: ...
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"""simple docstring""" from typing import Dict, Optional, Union import numpy as np from ...image_processing_utils import BaseImageProcessor, BatchFeature, get_size_dict from ...image_transforms import flip_channel_order, resize, to_channel_dimension_format, to_pil_image from ...image_utils impo...
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"""simple docstring""" import math import sys def lowercase__ ( _UpperCAmelCase ) -> str: '''simple docstring''' lowercase : Union[str, Any] = '' try: with open(_UpperCAmelCase , 'rb' ) as binary_file: ...
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"""simple docstring""" def lowercase__ ( _UpperCAmelCase ) -> list: '''simple docstring''' lowercase : Dict = len(_UpperCAmelCase ) for i in range(1 , _UpperCAmelCase ): lowercase : Union[str, Any] = ...
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"""simple docstring""" from __future__ import annotations from typing import Any class a__ ( SCREAMING_SNAKE_CASE__ ): pass class a__ : def __init__( self : int, lowerCAmelCase : Any ) -> None: lowerca...
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"""simple docstring""" import os from pathlib import Path def lowercase__ ( ) -> str: '''simple docstring''' from torch.utils.cpp_extension import load lowercase : List[str] = Path(_UpperCAmelCase ).resolve().parent.pare...
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"""simple docstring""" from __future__ import annotations _UpperCamelCase: Union[str, Any] = { 'A': ['B', 'C', 'E'], 'B': ['A', 'D', 'E'], 'C': ['A', 'F', 'G'], 'D': ['B'], 'E': ['A', 'B', 'D'], 'F': ['C'], 'G': ['C'], } class a__ ...
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"""simple docstring""" from ...configuration_utils import PretrainedConfig from ...utils import logging _UpperCamelCase: str = logging.get_logger(__name__) _UpperCamelCase: Union[str, Any] = { 'alibaba-damo/mgp-str-base': 'https://huggingface.co/alibaba...
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"""simple docstring""" from collections import OrderedDict from ...utils import logging from .auto_factory import _BaseAutoModelClass, _LazyAutoMapping, auto_class_update from .configuration_auto import CONFIG_MAPPING_NAMES _UpperCamelCase: Optional[int] = logging.get_logger...
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"""simple docstring""" # coding=utf-8 # Copyright 2020 The HuggingFace Inc. team. # # 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/license...
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"""simple docstring""" def lowercase__ ( _UpperCAmelCase ) -> "list[int]": '''simple docstring''' if upper_limit < 0: raise ValueError('Limit for the Catalan sequence must be ≥ 0' ) lowercase : Any = [0] * (uppe...
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"""simple docstring""" from typing import Optional, Union import numpy as np from ...image_processing_utils import BaseImageProcessor, BatchFeature from ...image_transforms import get_image_size, pad, rescale, to_channel_dimension_format from ...image_utils import ChannelDimension, ImageInput, ...
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"""simple docstring""" from sklearn.metrics import fa_score import datasets _UpperCamelCase: Tuple = '\nThe F1 score is the harmonic mean of the precision and recall. It can be computed with the equation:\nF1 = 2 * (precision * recall) / (precision + recall)\n' _UpperCame...
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"""simple docstring""" import json import os import pickle import shutil import tempfile from unittest import TestCase from unittest.mock import patch import numpy as np from datasets import Dataset from transformers import is_faiss_available from transformers.models.bart.configuration_ba...
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"""simple docstring""" import warnings from ...utils import logging from .image_processing_dpt import DPTImageProcessor _UpperCamelCase: Union[str, Any] = logging.get_logger(__name__) class a__ ( SCREAMING_SNAKE_CASE__ ): def __init__( self...
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"""simple docstring""" def lowercase__ ( _UpperCAmelCase ) -> int: '''simple docstring''' assert isinstance(_UpperCAmelCase , _UpperCAmelCase ), f'''The input value of [n={number}] is not an integer''' if number == 1: ret...
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"""simple docstring""" import warnings from collections import OrderedDict from typing import Mapping from packaging import version from ...configuration_utils import PretrainedConfig from ...onnx import OnnxConfig from ...utils import logging _UpperCamelCase: Dict = lo...
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"""simple docstring""" import json from typing import TYPE_CHECKING, List, Optional, Tuple from tokenizers import pre_tokenizers from ...tokenization_utils_base import BatchEncoding from ...tokenization_utils_fast import PreTrainedTokenizerFast from ...utils import logging if TYPE_CHECKIN...
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"""simple docstring""" import unittest import numpy as np import timeout_decorator # noqa from transformers import BlenderbotSmallConfig, is_flax_available from transformers.testing_utils import require_flax, slow from ...generation.test_flax_utils import FlaxGenerationTesterMixin from ......
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"""simple docstring""" import unittest from transformers import DonutProcessor _UpperCamelCase: Any = 'naver-clova-ix/donut-base' class a__ ( unittest.TestCase ): def lowercase ( self : Optional[Any] ) -> Tuple: ...
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"""simple docstring""" import argparse from diffusers.pipelines.stable_diffusion.convert_from_ckpt import download_controlnet_from_original_ckpt if __name__ == "__main__": _UpperCamelCase: str = argparse.ArgumentParser() parser.add_argument( '--checkpoi...
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"""simple docstring""" from collections.abc import Sequence def lowercase__ ( _UpperCAmelCase , _UpperCAmelCase = False ) -> float: '''simple docstring''' if not arr: return 0 lowercase : List[str] = 0 if al...
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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_comman...
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"""simple docstring""" import inspect import unittest from huggingface_hub import hf_hub_download from transformers import ASTConfig from transformers.testing_utils import require_torch, require_torchaudio, slow, torch_device from transformers.utils import cached_property, is_torch_available, ...
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"""simple docstring""" import unittest from transformers import GPTNeoXJapaneseConfig, is_torch_available from transformers.models.gpt_neox_japanese.tokenization_gpt_neox_japanese import GPTNeoXJapaneseTokenizer from transformers.testing_utils import require_torch, slow, torch_device from ...te...
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"""simple docstring""" from collections import defaultdict from typing import Optional from ..image_utils import load_image from ..utils import ( add_end_docstrings, is_torch_available, logging, requires_backends, ) from .base import PIPELINE_INIT_ARGS, ChunkPipeline if ...
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"""simple docstring""" from dataclasses import dataclass from typing import Dict, Optional, Tuple, Union import torch import torch.nn as nn from ..configuration_utils import ConfigMixin, register_to_config from ..utils import BaseOutput, apply_forward_hook from .attention_processor import Att...
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"""simple docstring""" _UpperCamelCase: Dict = 2_5_6 # Modulus to hash a string _UpperCamelCase: Union[str, Any] = 1_0_0_0_0_0_3 def lowercase__ ( _UpperCAmelCase , _UpperCAmelCase ) -> bool: '''simple docstring''...
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"""simple docstring""" from ...configuration_utils import PretrainedConfig from ...utils import logging from ...utils.backbone_utils import BackboneConfigMixin, get_aligned_output_features_output_indices _UpperCamelCase: Optional[Any] = logging.get_logger(__name__) _UpperCam...
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"""simple docstring""" from typing import TYPE_CHECKING from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_torch_available _UpperCamelCase: Dict = {'configuration_wavlm': ['WAVLM_PRETRAINED_CONFIG_ARCHIVE_MAP', 'WavLMConfig']} try: if not is_torch_av...
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"""simple docstring""" from ...configuration_utils import PretrainedConfig from ...utils import logging _UpperCamelCase: List[Any] = logging.get_logger(__name__) _UpperCamelCase: Dict = { 'weiweishi/roc-bert-base-zh': 'https://huggingface.co/weiweishi/r...
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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/li...
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"""simple docstring""" import doctest from collections import deque import numpy as np class a__ : def __init__( self : int ) -> None: lowercase : Optional[Any] = [2, 1, 2, -1] lowercase : List[Any] = [1, 2, 3,...
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"""simple docstring""" import os from typing import BinaryIO, Optional, Union import numpy as np import pyarrow.parquet as pq from .. import Audio, Dataset, Features, Image, NamedSplit, Value, config from ..features.features import FeatureType, _visit from ..formatting import query_table fro...
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"""simple docstring""" import os from typing import BinaryIO, Optional, Union import numpy as np import pyarrow.parquet as pq from .. import Audio, Dataset, Features, Image, NamedSplit, Value, config from ..features.features import FeatureType, _visit from ..formatting import query_table fro...
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"""simple docstring""" import argparse import requests import torch # pip3 install salesforce-lavis # I'm actually installing a slightly modified version: pip3 install git+https://github.com/nielsrogge/LAVIS.git@fix_lavis from lavis.models import load_model_and_preprocess from PIL import Imag...
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"""simple docstring""" from typing import TYPE_CHECKING from ...utils import ( OptionalDependencyNotAvailable, _LazyModule, is_torch_available, ) _UpperCamelCase: List[str] = { 'configuration_falcon': ['FALCON_PRETRAINED_CONFIG_ARCHIVE_MAP', 'FalconConfig'...
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"""simple docstring""" import gc import random import unittest import numpy as np import torch from PIL import Image from transformers import CLIPTextConfig, CLIPTextModel, CLIPTokenizer from diffusers import ( AutoencoderKL, DDIMScheduler, EulerAncestralDiscreteScheduler, ...
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"""simple docstring""" import json from typing import TYPE_CHECKING, List, Optional, Tuple from tokenizers import pre_tokenizers, processors from ...tokenization_utils_base import AddedToken, BatchEncoding from ...tokenization_utils_fast import PreTrainedTokenizerFast from ...utils import logg...
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"""simple docstring""" import datasets from .evaluate import evaluate _UpperCamelCase: str = '\\n@article{hendrycks2021cuad,\n title={CUAD: An Expert-Annotated NLP Dataset for Legal Contract Review},\n author={Dan Hendrycks and Collin Burns and Anya Chen and Spencer ...
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"""simple docstring""" import copy import unittest from transformers.models.auto import get_values from transformers.testing_utils import require_torch, slow, torch_device from transformers.utils import cached_property, is_torch_available, is_vision_available from ...test_configuration_common ...
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"""simple docstring""" from collections import OrderedDict from typing import Any, Mapping, Optional from ... import PreTrainedTokenizer, TensorType, is_torch_available from ...configuration_utils import PretrainedConfig from ...onnx import OnnxConfigWithPast from ...utils import logging _U...
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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, FEATURE_EXTRACTOR_MAPPING, AutoConfig, AutoFeatureExtractor, WavaVecaConfig, WavaVecaFeatureExtract...
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"""simple docstring""" import os import unittest from transformers.models.phobert.tokenization_phobert import VOCAB_FILES_NAMES, PhobertTokenizer from ...test_tokenization_common import TokenizerTesterMixin class a__ ( SCREAMING_SNAKE_CASE__, unittest.TestCase ): _l...
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"""simple docstring""" from __future__ import annotations import unittest from transformers import is_tf_available from transformers.testing_utils import require_sentencepiece, require_tf, require_tokenizers, slow from ...test_configuration_common import ConfigTester from ...test_modeling_tf...
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"""simple docstring""" from typing import Dict, Optional, Union import numpy as np from ...image_processing_utils import BaseImageProcessor, BatchFeature, get_size_dict from ...image_transforms import flip_channel_order, resize, to_channel_dimension_format, to_pil_image from ...image_utils impo...
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"""simple docstring""" from collections import defaultdict def lowercase__ ( _UpperCAmelCase ) -> int: '''simple docstring''' lowercase : Tuple = 1 lowercase : List[Any] = True for v in tree[start]: ...
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"""simple docstring""" def lowercase__ ( _UpperCAmelCase ) -> list: '''simple docstring''' lowercase : Dict = len(_UpperCAmelCase ) for i in range(1 , _UpperCAmelCase ): lowercase : Union[str, Any] = ...
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"""simple docstring""" import gc import random import unittest import numpy as np import torch from PIL import Image from transformers import CLIPTextConfig, CLIPTextModel, CLIPTokenizer from diffusers import ( AutoencoderKL, DDIMScheduler, EulerAncestralDiscreteScheduler, ...
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"""simple docstring""" import os from pathlib import Path def lowercase__ ( ) -> str: '''simple docstring''' from torch.utils.cpp_extension import load lowercase : List[str] = Path(_UpperCAmelCase ).resolve().parent.pare...
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"""simple docstring""" from collections import OrderedDict from typing import Mapping from ...configuration_utils import PretrainedConfig from ...onnx import OnnxConfig from ...utils import logging _UpperCamelCase: str = logging.get_logger(__name__) _UpperCamelCase: Li...
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"""simple docstring""" from ...configuration_utils import PretrainedConfig from ...utils import logging _UpperCamelCase: str = logging.get_logger(__name__) _UpperCamelCase: Union[str, Any] = { 'alibaba-damo/mgp-str-base': 'https://huggingface.co/alibaba...
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"""simple docstring""" import argparse import pytorch_lightning as pl import torch from torch import nn from transformers import LongformerForQuestionAnswering, LongformerModel class a__ ( pl.LightningModule ): def __init__( self : str, lowerCAmel...
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"""simple docstring""" # coding=utf-8 # Copyright 2020 The HuggingFace Inc. team. # # 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/license...
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"""simple docstring""" import os def lowercase__ ( _UpperCAmelCase = "matrix.txt" ) -> int: '''simple docstring''' with open(os.path.join(os.path.dirname(_UpperCAmelCase ) , _UpperCAmelCase ) ) as in_file: lowercase :...
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"""simple docstring""" from typing import Optional, Union import numpy as np from ...image_processing_utils import BaseImageProcessor, BatchFeature from ...image_transforms import get_image_size, pad, rescale, to_channel_dimension_format from ...image_utils import ChannelDimension, ImageInput, ...
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"""simple docstring""" from typing import Optional, Union import numpy as np from ...image_processing_utils import BaseImageProcessor, BatchFeature from ...image_transforms import get_image_size, pad, rescale, to_channel_dimension_format from ...image_utils import ChannelDimension, ImageInput, ...
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"""simple docstring""" import json import os import pickle import shutil import tempfile from unittest import TestCase from unittest.mock import patch import numpy as np from datasets import Dataset from transformers import is_faiss_available from transformers.models.bart.configuration_ba...
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"""simple docstring""" from typing import TYPE_CHECKING from ...utils import ( OptionalDependencyNotAvailable, _LazyModule, is_tf_available, is_tokenizers_available, is_torch_available, ) _UpperCamelCase: Any = { 'configuration_mobilebert': [ ...
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"""simple docstring""" def lowercase__ ( _UpperCAmelCase ) -> int: '''simple docstring''' assert isinstance(_UpperCAmelCase , _UpperCAmelCase ), f'''The input value of [n={number}] is not an integer''' if number == 1: ret...
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"""simple docstring""" import json import os import re import shutil import tempfile import unittest from typing import Tuple from transformers import AddedToken, BatchEncoding, PerceiverTokenizer from transformers.utils import cached_property, is_tf_available, is_torch_available from ...t...
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"""simple docstring""" import json from typing import TYPE_CHECKING, List, Optional, Tuple from tokenizers import pre_tokenizers from ...tokenization_utils_base import BatchEncoding from ...tokenization_utils_fast import PreTrainedTokenizerFast from ...utils import logging if TYPE_CHECKIN...
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"""simple docstring""" def lowercase__ ( _UpperCAmelCase , _UpperCAmelCase ) -> float: '''simple docstring''' if digit_amount > 0: return round(number - int(_UpperCAmelCase ) , _UpperCAmelCase ) return number - int(_Uppe...
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"""simple docstring""" import unittest from transformers import DonutProcessor _UpperCamelCase: Any = 'naver-clova-ix/donut-base' class a__ ( unittest.TestCase ): def lowercase ( self : Optional[Any] ) -> Tuple: ...
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