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"""simple docstring""" import argparse import logging import os from pathlib import Path from typing import Any, Dict import pytorch_lightning as pl from pytorch_lightning.utilities import rank_zero_info from transformers import ( AdamW, AutoConfig, AutoModel, AutoModelForP...
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"""simple docstring""" from ...configuration_utils import PretrainedConfig from ...utils import logging lowercase_ = logging.get_logger(__name__) lowercase_ = { "RWKV/rwkv-4-169m-pile": "https://huggingface.co/RWKV/rwkv-4-169m-pile/resolve/main/config.json", "RWKV...
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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/lice...
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"""simple docstring""" import torch from diffusers import UnCLIPScheduler from .test_schedulers import SchedulerCommonTest class __lowerCAmelCase ( __SCREAMING_SNAKE_CASE ): '''simple docstring''' __UpperCAmelCase : List[str] = (UnCLIPScheduler,) def ...
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"""simple docstring""" from transformers import HfArgumentParser, TensorFlowBenchmark, TensorFlowBenchmarkArguments def lowercase ( ) -> Dict: __a = HfArgumentParser(lowerCAmelCase__ ) __a = parser.parse_args_into_dataclasses()[0] __a = ...
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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, Euler...
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"""simple docstring""" import torch from diffusers import UnCLIPScheduler from .test_schedulers import SchedulerCommonTest class __lowerCAmelCase ( __SCREAMING_SNAKE_CASE ): '''simple docstring''' __UpperCAmelCase : List[str] = (UnCLIPScheduler,) def ...
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"""simple docstring""" from transformers import DistilBertTokenizer, DistilBertTokenizerFast from transformers.testing_utils import require_tokenizers, slow from ..bert.test_tokenization_bert import BertTokenizationTest @require_tokenizers class __lowerCAmelCase ( __SCREAMING_SNAKE_CASE ): ...
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"""simple docstring""" from typing import TYPE_CHECKING from ...utils import ( OptionalDependencyNotAvailable, _LazyModule, is_torch_available, ) lowercase_ = { "configuration_mega": ["MEGA_PRETRAINED_CONFIG_ARCHIVE_MAP", "MegaConfig", "MegaOnnxConfig"], } try:...
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"""simple docstring""" from math import factorial, radians def lowercase ( lowerCAmelCase__ : float , lowerCAmelCase__ : int = 18 , lowerCAmelCase__ : int = 10 ) -> float: __a = angle_in_degrees - ((angle_in_degrees // 3_60.0) * 3_60.0) # Co...
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"""simple docstring""" import copy from ...configuration_utils import PretrainedConfig from ...utils import logging from ..bit import BitConfig lowercase_ = logging.get_logger(__name__) lowercase_ = { "Intel/dpt-large": "https://huggingface.co/Intel/dpt-large/resol...
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"""simple docstring""" import numpy as np from sklearn.datasets import fetch_california_housing from sklearn.metrics import mean_absolute_error, mean_squared_error from sklearn.model_selection import train_test_split from xgboost import XGBRegressor def lowercase ( lowerCAmelCase__ : ...
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"""simple docstring""" from math import factorial def lowercase ( lowerCAmelCase__ : int , lowerCAmelCase__ : int , lowerCAmelCase__ : float ) -> float: if successes > trials: raise ValueError('''successes must be lower or equal to trials''' ) if...
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"""simple docstring""" from typing import TYPE_CHECKING from ...utils import ( OptionalDependencyNotAvailable, _LazyModule, is_tf_available, is_torch_available, is_vision_available, ) lowercase_ = { "configuration_efficientformer": [ "EFFICIENTFO...
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"""simple docstring""" from typing import TYPE_CHECKING from ...utils import ( OptionalDependencyNotAvailable, _LazyModule, is_flax_available, is_torch_available, is_vision_available, ) lowercase_ = {"configuration_beit": ["BEIT_PRETRAINED_CONFIG_ARCHIVE_MAP",...
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"""simple docstring""" from ...configuration_utils import PretrainedConfig from ...utils import logging lowercase_ = logging.get_logger(__name__) lowercase_ = { "funnel-transformer/small": "https://huggingface.co/funnel-transformer/small/resolve/main/config.json", ...
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"""simple docstring""" import pickle import shutil import tempfile import unittest from transformers import SPIECE_UNDERLINE, XGLMTokenizer, XGLMTokenizerFast from transformers.testing_utils import get_tests_dir, require_sentencepiece, require_tokenizers, slow from transformers.utils import cache...
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"""simple docstring""" import inspect import unittest from transformers import MobileViTVaConfig from transformers.testing_utils import require_torch, require_torch_multi_gpu, require_vision, slow, torch_device from transformers.utils import cached_property, is_torch_available, is_vision_available ...
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"""simple docstring""" from ...configuration_utils import PretrainedConfig from ...utils import logging lowercase_ = logging.get_logger(__name__) lowercase_ = { "microsoft/trocr-base-handwritten": ( "https://huggingface.co/microsoft/trocr-base-handwritten/reso...
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"""simple docstring""" from typing import Callable, List, Optional, Union import PIL import torch from transformers import ( CLIPImageProcessor, CLIPSegForImageSegmentation, CLIPSegProcessor, CLIPTextModel, CLIPTokenizer, ) from diffusers import DiffusionPipeline from d...
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"""simple docstring""" from .dependency_versions_table import deps from .utils.versions import require_version, require_version_core # define which module versions we always want to check at run time # (usually the ones defined in `install_requires` in setup.py) # # order specific notes: # - tq...
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"""simple docstring""" from collections import UserDict from typing import Union import numpy as np import requests from ..utils import ( add_end_docstrings, logging, ) from .audio_classification import ffmpeg_read from .base import PIPELINE_INIT_ARGS, Pipeline lowercase_ ...
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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/lice...
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"""simple docstring""" import os import tempfile import unittest from pathlib import Path from transformers import AutoConfig, is_torch_available from transformers.testing_utils import require_torch, torch_device if is_torch_available(): from transformers import PyTorchBenchmark, PyTorch...
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"""simple docstring""" from collections.abc import Callable import numpy as np def lowercase ( lowerCAmelCase__ : Callable , lowerCAmelCase__ : float , lowerCAmelCase__ : float , lowerCAmelCase__ : float , lowerCAmelCase__ : float ) -> np.ndar...
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"""simple docstring""" from typing import TYPE_CHECKING # rely on isort to merge the imports from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_torch_available lowercase_ = {"configuration_focalnet": ["FOCALNET_PRETRAINED_CONFIG_ARCHIVE_MAP", "FocalNetConfig"]} ...
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"""simple docstring""" from __future__ import annotations from typing import Any class __lowerCAmelCase : '''simple docstring''' def __init__( self , _a , _a , _a = 0 ): __a , __a = row, column __a = [[default_val...
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"""simple docstring""" import unittest from transformers import is_tf_available from transformers.testing_utils import require_tf if is_tf_available(): import tensorflow as tf from tensorflow.python.eager import context from tensorflow.python.framework import ops from trans...
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"""simple docstring""" from ...configuration_utils import PretrainedConfig from ...utils import logging lowercase_ = logging.get_logger(__name__) lowercase_ = { "funnel-transformer/small": "https://huggingface.co/funnel-transformer/small/resolve/main/config.json", ...
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"""simple docstring""" import os from shutil import copyfile from typing import List, Optional, Tuple from tokenizers import processors from ...tokenization_utils import AddedToken, BatchEncoding from ...tokenization_utils_fast import PreTrainedTokenizerFast from ...utils import is_sentencepiec...
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"""simple docstring""" from collections import UserDict from typing import Union import numpy as np import requests from ..utils import ( add_end_docstrings, logging, ) from .audio_classification import ffmpeg_read from .base import PIPELINE_INIT_ARGS, Pipeline lowercase_ ...
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"""simple docstring""" import unittest from transformers import load_tool from .test_tools_common import ToolTesterMixin lowercase_ = "\nHugging Face was founded in 2016 by French entrepreneurs Clément Delangue, Julien Chaumond, and Thomas Wolf originally as a company that developed...
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"""simple docstring""" import unittest import numpy as np from transformers import RoFormerConfig, is_flax_available from transformers.testing_utils import require_flax, slow from ...test_modeling_flax_common import FlaxModelTesterMixin, ids_tensor, random_attention_mask if is_flax_availab...
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"""simple docstring""" from typing import TYPE_CHECKING from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_torch_available lowercase_ = { "configuration_blip_2": [ "BLIP_2_PRETRAINED_CONFIG_ARCHIVE_MAP", "Blip2Config", "Blip2QFormerConf...
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"""simple docstring""" from .data_collator import ( DataCollatorForLanguageModeling, DataCollatorForPermutationLanguageModeling, DataCollatorForSeqaSeq, DataCollatorForSOP, DataCollatorForTokenClassification, DataCollatorForWholeWordMask, DataCollatorWithPadding, D...
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"""simple docstring""" from __future__ import annotations def lowercase ( lowerCAmelCase__ : list[int] , lowerCAmelCase__ : list[int] , lowerCAmelCase__ : list[int] , lowerCAmelCase__ : list[list[str]] , lowerCAmelCase__ : int , ) -> None: __a ...
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"""simple docstring""" from typing import Dict, Optional import numpy as np import datasets lowercase_ = "\nIoU is the area of overlap between the predicted segmentation and the ground truth divided by the area of union\nbetween the predicted segmentation and the ground truth. For b...
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"""simple docstring""" from typing import TYPE_CHECKING from ...utils import ( OptionalDependencyNotAvailable, _LazyModule, is_flax_available, is_tf_available, is_torch_available, ) lowercase_ = { "configuration_vision_text_dual_encoder": ["VisionTextDual...
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"""simple docstring""" import argparse import dataclasses import json import logging import os import shutil from typing import List, Optional import datasets from accelerate import Accelerator from datasets import load_dataset from finetuning import finetune from tqdm.auto import tqdm im...
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"""simple docstring""" from ...configuration_utils import PretrainedConfig from ...utils import logging lowercase_ = logging.get_logger(__name__) lowercase_ = { "facebook/vit-mae-base": "https://huggingface.co/facebook/vit-mae-base/resolve/main/config.json", # See...
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"""simple docstring""" def lowercase ( lowerCAmelCase__ : str ) -> str: if not all(char in '''01''' for char in bin_string ): raise ValueError('''Non-binary value was passed to the function''' ) if not bin_string: raise ValueError('''Empty string was pass...
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"""simple docstring""" import warnings from typing import List, Optional, Union from ...processing_utils import ProcessorMixin from ...tokenization_utils_base import BatchEncoding, PaddingStrategy, PreTokenizedInput, TextInput, TruncationStrategy from ...utils import TensorType class __lowerCAmel...
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"""simple docstring""" from ...configuration_utils import PretrainedConfig from ...utils import logging lowercase_ = logging.get_logger(__name__) lowercase_ = { "weiweishi/roc-bert-base-zh": "https://huggingface.co/weiweishi/roc-bert-base-zh/resolve/main/config.json", ...
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"""simple docstring""" import math from collections import defaultdict from typing import List, Optional, Tuple, Union import numpy as np import torch from ..configuration_utils import ConfigMixin, register_to_config from .scheduling_utils import KarrasDiffusionSchedulers, SchedulerMixin, Sched...
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"""simple docstring""" import argparse import json from typing import List from ltp import LTP from transformers.models.bert.tokenization_bert import BertTokenizer def lowercase ( lowerCAmelCase__ : List[Any] ) -> Optional[Any]: # This defines a "chinese character" a...
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"""simple docstring""" from ...configuration_utils import PretrainedConfig from ...utils import logging lowercase_ = logging.get_logger(__name__) lowercase_ = { "RWKV/rwkv-4-169m-pile": "https://huggingface.co/RWKV/rwkv-4-169m-pile/resolve/main/config.json", "RWKV...
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"""simple docstring""" import csv from collections import defaultdict from dataclasses import dataclass, field from typing import List, Optional import matplotlib.pyplot as plt import numpy as np from matplotlib.ticker import ScalarFormatter from transformers import HfArgumentParser def lo...
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"""simple docstring""" import torch from diffusers import UnCLIPScheduler from .test_schedulers import SchedulerCommonTest class __lowerCAmelCase ( __SCREAMING_SNAKE_CASE ): '''simple docstring''' __UpperCAmelCase : List[str] = (UnCLIPScheduler,) def ...
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"""simple docstring""" from __future__ import annotations lowercase_ = [ [-1, 0], # left [0, -1], # down [1, 0], # right [0, 1], # up ] def lowercase ( lowerCAmelCase__ : list[list[int]] , lowerCAmelCase__ : list[int] , lowerCAmelCase__ ...
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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, Euler...
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"""simple docstring""" import argparse from copy import deepcopy import numpy as np from datasets import ClassLabel, DatasetDict, load_dataset from evaluate import load from transformers import ( AutoModelForSequenceClassification, AutoTokenizer, DataCollatorWithPadding, Trai...
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"""simple docstring""" from transformers import DistilBertTokenizer, DistilBertTokenizerFast from transformers.testing_utils import require_tokenizers, slow from ..bert.test_tokenization_bert import BertTokenizationTest @require_tokenizers class __lowerCAmelCase ( __SCREAMING_SNAKE_CASE ): ...
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"""simple docstring""" from typing import TYPE_CHECKING # rely on isort to merge the imports from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_torch_available lowercase_ = {"configuration_focalnet": ["FOCALNET_PRETRAINED_CONFIG_ARCHIVE_MAP", "FocalNetConfig"]} ...
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"""simple docstring""" from math import factorial, radians def lowercase ( lowerCAmelCase__ : float , lowerCAmelCase__ : int = 18 , lowerCAmelCase__ : int = 10 ) -> float: __a = angle_in_degrees - ((angle_in_degrees // 3_60.0) * 3_60.0) # Co...
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"""simple docstring""" import tempfile import unittest from transformers import AutoModelForSeqaSeqLM, AutoTokenizer from transformers.testing_utils import ( is_torch_available, require_optimum, require_torch, slow, ) if is_torch_available(): import torch @require_tor...
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"""simple docstring""" import numpy as np from sklearn.datasets import fetch_california_housing from sklearn.metrics import mean_absolute_error, mean_squared_error from sklearn.model_selection import train_test_split from xgboost import XGBRegressor def lowercase ( lowerCAmelCase__ : ...
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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 lowercase_ = object() # For specifying empty leaf dict `{}` lowercase_ = o...
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"""simple docstring""" from typing import TYPE_CHECKING from ...utils import ( OptionalDependencyNotAvailable, _LazyModule, is_tf_available, is_torch_available, is_vision_available, ) lowercase_ = { "configuration_efficientformer": [ "EFFICIENTFO...
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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 lowe...
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"""simple docstring""" from ...configuration_utils import PretrainedConfig from ...utils import logging lowercase_ = logging.get_logger(__name__) lowercase_ = { "funnel-transformer/small": "https://huggingface.co/funnel-transformer/small/resolve/main/config.json", ...
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"""simple docstring""" from __future__ import annotations lowercase_ = "#" class __lowerCAmelCase : '''simple docstring''' def __init__( self ): __a = {} def __UpperCAmelCase ( self , _a ): __a = self._trie ...
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"""simple docstring""" import inspect import unittest from transformers import MobileViTVaConfig from transformers.testing_utils import require_torch, require_torch_multi_gpu, require_vision, slow, torch_device from transformers.utils import cached_property, is_torch_available, is_vision_available ...
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"""simple docstring""" from __future__ import annotations import typing from collections.abc import Iterable import numpy as np lowercase_ = typing.Union[Iterable[float], Iterable[int], np.ndarray] # noqa: UP007 lowercase_ = typing.Union[np.floataa, int, float] # noqa: ...
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"""simple docstring""" from typing import Callable, List, Optional, Union import PIL import torch from transformers import ( CLIPImageProcessor, CLIPSegForImageSegmentation, CLIPSegProcessor, CLIPTextModel, CLIPTokenizer, ) from diffusers import DiffusionPipeline from d...
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"""simple docstring""" import json import os import re import unicodedata from json.encoder import INFINITY from typing import Any, Dict, List, Optional, Tuple, Union import numpy as np import regex from ...tokenization_utils import AddedToken, PreTrainedTokenizer from ...tokenization_utils_...
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"""simple docstring""" from collections import UserDict from typing import Union import numpy as np import requests from ..utils import ( add_end_docstrings, logging, ) from .audio_classification import ffmpeg_read from .base import PIPELINE_INIT_ARGS, Pipeline lowercase_ ...
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"""simple docstring""" import torch from torch import nn from transformers import CLIPPreTrainedModel, CLIPVisionModel from ...models.attention import BasicTransformerBlock from ...utils import logging lowercase_ = logging.get_logger(__name__) # pylint: disable=invalid-name class ...
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"""simple docstring""" import os import tempfile import unittest from pathlib import Path from transformers import AutoConfig, is_torch_available from transformers.testing_utils import require_torch, torch_device if is_torch_available(): from transformers import PyTorchBenchmark, PyTorch...
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"""simple docstring""" from ...configuration_utils import PretrainedConfig from ...utils import logging lowercase_ = logging.get_logger(__name__) lowercase_ = { "RWKV/rwkv-4-169m-pile": "https://huggingface.co/RWKV/rwkv-4-169m-pile/resolve/main/config.json", "RWKV...
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"""simple docstring""" from typing import TYPE_CHECKING # rely on isort to merge the imports from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_torch_available lowercase_ = {"configuration_focalnet": ["FOCALNET_PRETRAINED_CONFIG_ARCHIVE_MAP", "FocalNetConfig"]} ...
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"""simple docstring""" # Lint as: python3 import itertools import os import re lowercase_ = re.compile(r"([A-Z]+)([A-Z][a-z])") lowercase_ = re.compile(r"([a-z\d])([A-Z])") lowercase_ = re.compile(r"(?<!_)_(?!_)") lowercase_ = re.compile(r"(_{2,})"...
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"""simple docstring""" import unittest from transformers import is_tf_available from transformers.testing_utils import require_tf if is_tf_available(): import tensorflow as tf from tensorflow.python.eager import context from tensorflow.python.framework import ops from trans...
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"""simple docstring""" from ...configuration_utils import PretrainedConfig from ...utils import logging lowercase_ = logging.get_logger(__name__) lowercase_ = { "facebook/vit-mae-base": "https://huggingface.co/facebook/vit-mae-base/resolve/main/config.json", # See...
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"""simple docstring""" import os from shutil import copyfile from typing import List, Optional, Tuple from tokenizers import processors from ...tokenization_utils import AddedToken, BatchEncoding from ...tokenization_utils_fast import PreTrainedTokenizerFast from ...utils import is_sentencepiec...
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"""simple docstring""" import numpy as np import torch from torch.utils.data import DataLoader from accelerate.utils.dataclasses import DistributedType class __lowerCAmelCase : '''simple docstring''' def __init__( self , _a=2 , _a=3 , _a=64 , _a=Non...
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"""simple docstring""" import unittest from transformers import load_tool from .test_tools_common import ToolTesterMixin lowercase_ = "\nHugging Face was founded in 2016 by French entrepreneurs Clément Delangue, Julien Chaumond, and Thomas Wolf originally as a company that developed...
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"""simple docstring""" from __future__ import annotations import os from collections.abc import Mapping lowercase_ = tuple[int, int] class __lowerCAmelCase : '''simple docstring''' def __init__( self , _a , _a ): __a = vertices ...
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"""simple docstring""" from typing import TYPE_CHECKING from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_torch_available lowercase_ = { "configuration_blip_2": [ "BLIP_2_PRETRAINED_CONFIG_ARCHIVE_MAP", "Blip2Config", "Blip2QFormerConf...
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"""simple docstring""" from typing import TYPE_CHECKING from ...utils import _LazyModule lowercase_ = {"tokenization_byt5": ["ByT5Tokenizer"]} if TYPE_CHECKING: from .tokenization_byta import ByTaTokenizer else: import sys lowercase_ = _LazyModule(__na...
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"""simple docstring""" from __future__ import annotations def lowercase ( lowerCAmelCase__ : list[int] , lowerCAmelCase__ : list[int] , lowerCAmelCase__ : list[int] , lowerCAmelCase__ : list[list[str]] , lowerCAmelCase__ : int , ) -> None: __a ...
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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, ) low...
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"""simple docstring""" from typing import TYPE_CHECKING from ...utils import ( OptionalDependencyNotAvailable, _LazyModule, is_flax_available, is_tf_available, is_torch_available, ) lowercase_ = { "configuration_vision_text_dual_encoder": ["VisionTextDual...
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"""simple docstring""" import os from itertools import chain from random import randrange, shuffle import pytest from .sola import PokerHand lowercase_ = ( "4S 3H 2C 7S 5H", "9D 8H 2C 6S 7H", "2D 6D 9D TH 7D", "TC 8C 2S JH 6C", "JH 8S TH AH QH", "TS KS ...
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"""simple docstring""" from ...configuration_utils import PretrainedConfig from ...utils import logging lowercase_ = logging.get_logger(__name__) lowercase_ = { "facebook/vit-mae-base": "https://huggingface.co/facebook/vit-mae-base/resolve/main/config.json", # See...
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"""simple docstring""" import math import unittest from transformers import BioGptConfig, is_torch_available from transformers.testing_utils import require_torch, slow, torch_device from ...generation.test_utils import GenerationTesterMixin from ...test_configuration_common import ConfigTester ...
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"""simple docstring""" import warnings from typing import List, Optional, Union from ...processing_utils import ProcessorMixin from ...tokenization_utils_base import BatchEncoding, PaddingStrategy, PreTokenizedInput, TextInput, TruncationStrategy from ...utils import TensorType class __lowerCAmel...
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"""simple docstring""" def lowercase ( lowerCAmelCase__ : float , lowerCAmelCase__ : float ) -> float: if mass < 0: raise ValueError('''The mass of a body cannot be negative''' ) return 0.5 * mass * abs(lowerCAmelCase__ ) * abs(lowerCAmelCase__ ) ...
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"""simple docstring""" import math from collections import defaultdict from typing import List, Optional, Tuple, Union import numpy as np import torch from ..configuration_utils import ConfigMixin, register_to_config from .scheduling_utils import KarrasDiffusionSchedulers, SchedulerMixin, Sched...
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"""simple docstring""" import json import os from collections import Counter import torch import torchvision import torchvision.transforms as transforms from PIL import Image from torch import nn from torch.utils.data import Dataset lowercase_ = {1: (1, 1), 2: (2, 1), 3: (3, 1),...
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"""simple docstring""" from ...configuration_utils import PretrainedConfig from ...utils import logging lowercase_ = logging.get_logger(__name__) lowercase_ = { "RWKV/rwkv-4-169m-pile": "https://huggingface.co/RWKV/rwkv-4-169m-pile/resolve/main/config.json", "RWKV...
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"""simple docstring""" from __future__ import annotations import numpy as np def lowercase ( lowerCAmelCase__ : list[float] ) -> Optional[Any]: return np.maximum(0 , lowerCAmelCase__ ) if __name__ == "__main__": print(np.array(relu([-1, 0, 5]))) # --> [0...
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"""simple docstring""" import torch from diffusers import UnCLIPScheduler from .test_schedulers import SchedulerCommonTest class __lowerCAmelCase ( __SCREAMING_SNAKE_CASE ): '''simple docstring''' __UpperCAmelCase : List[str] = (UnCLIPScheduler,) def ...
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"""simple docstring""" from __future__ import annotations def lowercase ( lowerCAmelCase__ : list , lowerCAmelCase__ : int , lowerCAmelCase__ : int , lowerCAmelCase__ : int ) -> list: __a = [] __a , __a = input_list...
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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, Euler...
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"""simple docstring""" import inspect import unittest from transformers import MobileViTVaConfig from transformers.testing_utils import require_torch, require_torch_multi_gpu, require_vision, slow, torch_device from transformers.utils import cached_property, is_torch_available, is_vision_available ...
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"""simple docstring""" from transformers import DistilBertTokenizer, DistilBertTokenizerFast from transformers.testing_utils import require_tokenizers, slow from ..bert.test_tokenization_bert import BertTokenizationTest @require_tokenizers class __lowerCAmelCase ( __SCREAMING_SNAKE_CASE ): ...
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"""simple docstring""" from transformers import DistilBertTokenizer, DistilBertTokenizerFast from transformers.testing_utils import require_tokenizers, slow from ..bert.test_tokenization_bert import BertTokenizationTest @require_tokenizers class __lowerCAmelCase ( __SCREAMING_SNAKE_CASE ): ...
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"""simple docstring""" from math import factorial, radians def lowercase ( lowerCAmelCase__ : float , lowerCAmelCase__ : int = 18 , lowerCAmelCase__ : int = 10 ) -> float: __a = angle_in_degrees - ((angle_in_degrees // 3_60.0) * 3_60.0) # Co...
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"""simple docstring""" import unittest from dataclasses import dataclass import pytest from accelerate.commands.config.config_args import SageMakerConfig from accelerate.utils import ComputeEnvironment from accelerate.utils.launch import _convert_nargs_to_dict @dataclass class __lowerCAmelCas...
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"""simple docstring""" import numpy as np from sklearn.datasets import fetch_california_housing from sklearn.metrics import mean_absolute_error, mean_squared_error from sklearn.model_selection import train_test_split from xgboost import XGBRegressor def lowercase ( lowerCAmelCase__ : ...
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"""simple docstring""" import os from shutil import copyfile from typing import List, Optional, Tuple from tokenizers import processors from ...tokenization_utils import AddedToken, BatchEncoding from ...tokenization_utils_fast import PreTrainedTokenizerFast from ...utils import is_sentencepiec...
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"""simple docstring""" from typing import TYPE_CHECKING from ...utils import ( OptionalDependencyNotAvailable, _LazyModule, is_tf_available, is_torch_available, is_vision_available, ) lowercase_ = { "configuration_efficientformer": [ "EFFICIENTFO...
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"""simple docstring""" from typing import TYPE_CHECKING from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_torch_available lowercase_ = { "configuration_nllb_moe": [ "NLLB_MOE_PRETRAINED_CONFIG_ARCHIVE_MAP", "NllbMoeConfig", ] } try: ...
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"""simple docstring""" from ...configuration_utils import PretrainedConfig from ...utils import logging lowercase_ = logging.get_logger(__name__) lowercase_ = { "funnel-transformer/small": "https://huggingface.co/funnel-transformer/small/resolve/main/config.json", ...
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"""simple docstring""" import socket def lowercase ( ) -> Dict: __a = socket.socket(socket.AF_INET , socket.SOCK_STREAM ) __a = socket.gethostname() __a = 12312 sock.connect((host, port) ) sock.send(b'''Hello server!''' ...
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"""simple docstring""" import inspect import unittest from transformers import MobileViTVaConfig from transformers.testing_utils import require_torch, require_torch_multi_gpu, require_vision, slow, torch_device from transformers.utils import cached_property, is_torch_available, is_vision_available ...
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"""simple docstring""" import json import os import unittest from transformers.models.ctrl.tokenization_ctrl import VOCAB_FILES_NAMES, CTRLTokenizer from ...test_tokenization_common import TokenizerTesterMixin class __lowerCAmelCase ( __SCREAMING_SNAKE_CASE , unittest.TestCase ):...
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"""simple docstring""" from typing import Callable, List, Optional, Union import PIL import torch from transformers import ( CLIPImageProcessor, CLIPSegForImageSegmentation, CLIPSegProcessor, CLIPTextModel, CLIPTokenizer, ) from diffusers import DiffusionPipeline from d...
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"""simple docstring""" import argparse import json import math import os import time import traceback import zipfile from collections import Counter import requests def lowercase ( lowerCAmelCase__ : int , lowerCAmelCase__ : Dict=None ) -> Tuple: __a ...
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"""simple docstring""" from collections import UserDict from typing import Union import numpy as np import requests from ..utils import ( add_end_docstrings, logging, ) from .audio_classification import ffmpeg_read from .base import PIPELINE_INIT_ARGS, Pipeline lowercase_ ...
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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 __lowerCAmelCase : '''simple docstring''' __UpperCAmelCase : int __Upper...
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"""simple docstring""" import os import tempfile import unittest from pathlib import Path from transformers import AutoConfig, is_torch_available from transformers.testing_utils import require_torch, torch_device if is_torch_available(): from transformers import PyTorchBenchmark, PyTorch...
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"""simple docstring""" 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 lowercase_ = logging.get_logger(__name__) lowerca...
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"""simple docstring""" from typing import TYPE_CHECKING # rely on isort to merge the imports from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_torch_available lowercase_ = {"configuration_focalnet": ["FOCALNET_PRETRAINED_CONFIG_ARCHIVE_MAP", "FocalNetConfig"]} ...
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"""simple docstring""" import pickle import numpy as np from matplotlib import pyplot as plt class __lowerCAmelCase : '''simple docstring''' def __init__( self , _a , _a , _a , _a , _a , _a=0.2 , _a=0.2 ): __a ...
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"""simple docstring""" import unittest from transformers import is_tf_available from transformers.testing_utils import require_tf if is_tf_available(): import tensorflow as tf from tensorflow.python.eager import context from tensorflow.python.framework import ops from trans...
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"""simple docstring""" import unittest from transformers import load_tool from .test_tools_common import ToolTesterMixin lowercase_ = "\nHugging Face was founded in 2016 by French entrepreneurs Clément Delangue, Julien Chaumond, and Thomas Wolf originally as a company that developed...
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"""simple docstring""" import os from shutil import copyfile from typing import List, Optional, Tuple from tokenizers import processors from ...tokenization_utils import AddedToken, BatchEncoding from ...tokenization_utils_fast import PreTrainedTokenizerFast from ...utils import is_sentencepiec...
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"""simple docstring""" from typing import TYPE_CHECKING from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_tf_available, is_torch_available lowercase_ = { "configuration_tapas": ["TAPAS_PRETRAINED_CONFIG_ARCHIVE_MAP", "TapasConfig"], "tokenization_tapas": ["...
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"""simple docstring""" import unittest from transformers import load_tool from .test_tools_common import ToolTesterMixin lowercase_ = "\nHugging Face was founded in 2016 by French entrepreneurs Clément Delangue, Julien Chaumond, and Thomas Wolf originally as a company that developed...
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"""simple docstring""" from dataclasses import dataclass from typing import List, Optional, Union import numpy as np import PIL from ...utils import BaseOutput, OptionalDependencyNotAvailable, is_torch_available, is_transformers_available from .timesteps import ( fastaa_timesteps, smar...
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"""simple docstring""" from typing import TYPE_CHECKING from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_torch_available lowercase_ = { "configuration_blip_2": [ "BLIP_2_PRETRAINED_CONFIG_ARCHIVE_MAP", "Blip2Config", "Blip2QFormerConf...
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"""simple docstring""" lowercase_ = { "meter": "m", "kilometer": "km", "megametre": "Mm", "gigametre": "Gm", "terametre": "Tm", "petametre": "Pm", "exametre": "Em", "zettametre": "Zm", "yottametre": "Ym", } # Exponent of the factor(meter) lowerca...
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"""simple docstring""" from __future__ import annotations def lowercase ( lowerCAmelCase__ : list[int] , lowerCAmelCase__ : list[int] , lowerCAmelCase__ : list[int] , lowerCAmelCase__ : list[list[str]] , lowerCAmelCase__ : int , ) -> None: __a ...
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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 lowercase_ = logging.get_logger(__name__) ...
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"""simple docstring""" from typing import TYPE_CHECKING from ...utils import ( OptionalDependencyNotAvailable, _LazyModule, is_flax_available, is_tf_available, is_torch_available, ) lowercase_ = { "configuration_vision_text_dual_encoder": ["VisionTextDual...
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"""simple docstring""" def lowercase ( lowerCAmelCase__ : Dict , lowerCAmelCase__ : Tuple ) -> Any: # "extended trapezoidal rule" # int(f) = dx/2 * (f1 + 2f2 + ... + fn) __a = (boundary[1] - boundary[0]) / steps __a = boundary[0] __...
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"""simple docstring""" from ...configuration_utils import PretrainedConfig from ...utils import logging lowercase_ = logging.get_logger(__name__) lowercase_ = { "facebook/vit-mae-base": "https://huggingface.co/facebook/vit-mae-base/resolve/main/config.json", # See...
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"""simple docstring""" from __future__ import annotations from sys import maxsize from typing import Generic, TypeVar lowercase_ = TypeVar("T") def lowercase ( lowerCAmelCase__ : int ) -> int: return (position - 1) // 2 def lowercase ( lowerCAmel...
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"""simple docstring""" import warnings from typing import List, Optional, Union from ...processing_utils import ProcessorMixin from ...tokenization_utils_base import BatchEncoding, PaddingStrategy, PreTokenizedInput, TextInput, TruncationStrategy from ...utils import TensorType class __lowerCAmel...
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"""simple docstring""" lowercase_ = [4, 1, 7, 4, 2, 6, 4, 1, 5, 3, 7, 5] lowercase_ = [3, 7, 7, 4, 2, 6, 4, 1, 5, 3, 7, 5] lowercase_ = { 0: "Sunday", 1: "Monday", 2: "Tuesday", 3: "Wednesday", 4: "Thursday", 5: "Friday", 6: "Saturday"...
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"""simple docstring""" import math from collections import defaultdict from typing import List, Optional, Tuple, Union import numpy as np import torch from ..configuration_utils import ConfigMixin, register_to_config from .scheduling_utils import KarrasDiffusionSchedulers, SchedulerMixin, Sched...
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"""simple docstring""" import warnings from ...utils import logging from .image_processing_beit import BeitImageProcessor lowercase_ = logging.get_logger(__name__) class __lowerCAmelCase ( __SCREAMING_SNAKE_CASE ): '''simple docstring''' def __init__( self ...
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"""simple docstring""" from ...configuration_utils import PretrainedConfig from ...utils import logging lowercase_ = logging.get_logger(__name__) lowercase_ = { "RWKV/rwkv-4-169m-pile": "https://huggingface.co/RWKV/rwkv-4-169m-pile/resolve/main/config.json", "RWKV...
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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 CombinedTimestepLa...
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"""simple docstring""" import torch from diffusers import UnCLIPScheduler from .test_schedulers import SchedulerCommonTest class __lowerCAmelCase ( __SCREAMING_SNAKE_CASE ): '''simple docstring''' __UpperCAmelCase : List[str] = (UnCLIPScheduler,) def ...
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"""simple docstring""" def lowercase ( lowerCAmelCase__ : int , lowerCAmelCase__ : int ) -> int: return int(input_a == input_a == 0 ) def lowercase ( ) -> None: print('''Truth Table of NOR Gate:''' ) print('''| Input 1 | Input 2 | O...
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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, Euler...
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"""simple docstring""" import copy from dataclasses import dataclass, field from typing import ClassVar, Dict from ..features import Audio, Features, Value from .base import TaskTemplate @dataclass(frozen=__SCREAMING_SNAKE_CASE ) class __lowerCAmelCase ( __SCREAMING_SNAKE_CASE ): ''...
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"""simple docstring""" from transformers import DistilBertTokenizer, DistilBertTokenizerFast from transformers.testing_utils import require_tokenizers, slow from ..bert.test_tokenization_bert import BertTokenizationTest @require_tokenizers class __lowerCAmelCase ( __SCREAMING_SNAKE_CASE ): ...
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"""simple docstring""" from maths.is_square_free import is_square_free from maths.prime_factors import prime_factors def lowercase ( lowerCAmelCase__ : int ) -> int: __a = prime_factors(lowerCAmelCase__ ) if is_square_free(lowerCAmelCase__ ): ...
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"""simple docstring""" from math import factorial, radians def lowercase ( lowerCAmelCase__ : float , lowerCAmelCase__ : int = 18 , lowerCAmelCase__ : int = 10 ) -> float: __a = angle_in_degrees - ((angle_in_degrees // 3_60.0) * 3_60.0) # Co...
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"""simple docstring""" import json import os import tempfile import datasets from utils import generate_example_dataset, get_duration lowercase_ = 5_0_0_0_0 lowercase_ = 5_0_0_0 lowercase_ , lowercase_ = os.path.split(__file__) lowercase_ ...
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"""simple docstring""" import numpy as np from sklearn.datasets import fetch_california_housing from sklearn.metrics import mean_absolute_error, mean_squared_error from sklearn.model_selection import train_test_split from xgboost import XGBRegressor def lowercase ( lowerCAmelCase__ : ...
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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.exists(_...
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"""simple docstring""" from typing import TYPE_CHECKING from ...utils import ( OptionalDependencyNotAvailable, _LazyModule, is_tf_available, is_torch_available, is_vision_available, ) lowercase_ = { "configuration_efficientformer": [ "EFFICIENTFO...
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1
"""simple docstring""" from math import factorial, radians def lowercase ( lowerCAmelCase__ : float , lowerCAmelCase__ : int = 18 , lowerCAmelCase__ : int = 10 ) -> float: __a = angle_in_degrees - ((angle_in_degrees // 3_60.0) * 3_60.0) # Co...
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"""simple docstring""" from ...configuration_utils import PretrainedConfig from ...utils import logging lowercase_ = logging.get_logger(__name__) lowercase_ = { "funnel-transformer/small": "https://huggingface.co/funnel-transformer/small/resolve/main/config.json", ...
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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 lowercase_ = logging.get...
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"""simple docstring""" import inspect import unittest from transformers import MobileViTVaConfig from transformers.testing_utils import require_torch, require_torch_multi_gpu, require_vision, slow, torch_device from transformers.utils import cached_property, is_torch_available, is_vision_available ...
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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 from .tokenization_gp...
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"""simple docstring""" from typing import Callable, List, Optional, Union import PIL import torch from transformers import ( CLIPImageProcessor, CLIPSegForImageSegmentation, CLIPSegProcessor, CLIPTextModel, CLIPTokenizer, ) from diffusers import DiffusionPipeline from d...
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1
"""simple docstring""" import unittest from transformers import is_tf_available from transformers.testing_utils import require_tf if is_tf_available(): import tensorflow as tf from tensorflow.python.eager import context from tensorflow.python.framework import ops from trans...
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"""simple docstring""" from collections import UserDict from typing import Union import numpy as np import requests from ..utils import ( add_end_docstrings, logging, ) from .audio_classification import ffmpeg_read from .base import PIPELINE_INIT_ARGS, Pipeline lowercase_ ...
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"""simple docstring""" import collections import inspect import unittest from typing import Dict, List, Tuple from transformers import MaskFormerSwinConfig from transformers.testing_utils import require_torch, require_torch_multi_gpu, torch_device from transformers.utils import is_torch_available...
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"""simple docstring""" import os import tempfile import unittest from pathlib import Path from transformers import AutoConfig, is_torch_available from transformers.testing_utils import require_torch, torch_device if is_torch_available(): from transformers import PyTorchBenchmark, PyTorch...
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"""simple docstring""" from collections import namedtuple lowercase_ = namedtuple("from_to", "from_ to") lowercase_ = { "cubicmeter": from_to(1, 1), "litre": from_to(0.001, 1_0_0_0), "kilolitre": from_to(1, 1), "gallon": from_to(0.00454, 264.172), "cub...
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"""simple docstring""" from typing import TYPE_CHECKING # rely on isort to merge the imports from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_torch_available lowercase_ = {"configuration_focalnet": ["FOCALNET_PRETRAINED_CONFIG_ARCHIVE_MAP", "FocalNetConfig"]} ...
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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 lowercase_ = logging.get_logger(__name__) lowercase_ = { "facebook...
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"""simple docstring""" import unittest from transformers import is_tf_available from transformers.testing_utils import require_tf if is_tf_available(): import tensorflow as tf from tensorflow.python.eager import context from tensorflow.python.framework import ops from trans...
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"""simple docstring""" import itertools import random import unittest import numpy as np from transformers import is_speech_available from transformers.testing_utils import require_torch, require_torchaudio from ...test_sequence_feature_extraction_common import SequenceFeatureExtractionTestMi...
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"""simple docstring""" import os from shutil import copyfile from typing import List, Optional, Tuple from tokenizers import processors from ...tokenization_utils import AddedToken, BatchEncoding from ...tokenization_utils_fast import PreTrainedTokenizerFast from ...utils import is_sentencepiec...
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"""simple docstring""" import sys import tempfile import unittest import unittest.mock as mock from pathlib import Path from huggingface_hub import HfFolder, delete_repo from requests.exceptions import HTTPError from transformers import AutoImageProcessor, ViTImageProcessor from transformers....
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"""simple docstring""" import unittest from transformers import load_tool from .test_tools_common import ToolTesterMixin lowercase_ = "\nHugging Face was founded in 2016 by French entrepreneurs Clément Delangue, Julien Chaumond, and Thomas Wolf originally as a company that developed...
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"""simple docstring""" from typing import List, Optional, Union from ...configuration_utils import PretrainedConfig from ...utils import logging lowercase_ = logging.get_logger(__name__) lowercase_ = { "huggingface/time-series-transformer-tourism-monthly": ( ...
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"""simple docstring""" from typing import TYPE_CHECKING from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_torch_available lowercase_ = { "configuration_blip_2": [ "BLIP_2_PRETRAINED_CONFIG_ARCHIVE_MAP", "Blip2Config", "Blip2QFormerConf...
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"""simple docstring""" import os import tempfile import unittest from pathlib import Path from transformers import AutoConfig, is_torch_available from transformers.testing_utils import require_torch, torch_device if is_torch_available(): from transformers import PyTorchBenchmark, PyTorch...
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"""simple docstring""" from __future__ import annotations def lowercase ( lowerCAmelCase__ : list[int] , lowerCAmelCase__ : list[int] , lowerCAmelCase__ : list[int] , lowerCAmelCase__ : list[list[str]] , lowerCAmelCase__ : int , ) -> None: __a ...
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"""simple docstring""" class __lowerCAmelCase : '''simple docstring''' def __init__( self , _a ): # we need a list not a string, so do something to change the type __a = arr.split(''',''' ) def __UpperCAmelCase ( self ): _...
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"""simple docstring""" from typing import TYPE_CHECKING from ...utils import ( OptionalDependencyNotAvailable, _LazyModule, is_flax_available, is_tf_available, is_torch_available, ) lowercase_ = { "configuration_vision_text_dual_encoder": ["VisionTextDual...
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"""simple docstring""" import requests from bsa import BeautifulSoup def lowercase ( lowerCAmelCase__ : str = "https://www.worldometers.info/coronavirus" ) -> dict: __a = BeautifulSoup(requests.get(lowerCAmelCase__ ).text , '''html.parser''' ) __...
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"""simple docstring""" from ...configuration_utils import PretrainedConfig from ...utils import logging lowercase_ = logging.get_logger(__name__) lowercase_ = { "facebook/vit-mae-base": "https://huggingface.co/facebook/vit-mae-base/resolve/main/config.json", # See...
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"""simple docstring""" from typing import List, Union from ..utils import ( add_end_docstrings, is_tf_available, is_torch_available, is_vision_available, logging, requires_backends, ) from .base import PIPELINE_INIT_ARGS, Pipeline if is_vision_available(): fro...
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"""simple docstring""" import warnings from typing import List, Optional, Union from ...processing_utils import ProcessorMixin from ...tokenization_utils_base import BatchEncoding, PaddingStrategy, PreTokenizedInput, TextInput, TruncationStrategy from ...utils import TensorType class __lowerCAmel...
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"""simple docstring""" import unittest from queue import Empty from threading import Thread from transformers import AutoTokenizer, TextIteratorStreamer, TextStreamer, is_torch_available from transformers.testing_utils import CaptureStdout, require_torch, torch_device from ..test_modeling_common...
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"""simple docstring""" import math from collections import defaultdict from typing import List, Optional, Tuple, Union import numpy as np import torch from ..configuration_utils import ConfigMixin, register_to_config from .scheduling_utils import KarrasDiffusionSchedulers, SchedulerMixin, Sched...
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"""simple docstring""" def lowercase ( lowerCAmelCase__ : str , lowerCAmelCase__ : bool = False ) -> str: if not isinstance(lowerCAmelCase__ , lowerCAmelCase__ ): __a = f'''Expected string as input, found {type(lowerCAmelCase__ )}''' ...
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"""simple docstring""" from ...configuration_utils import PretrainedConfig from ...utils import logging lowercase_ = logging.get_logger(__name__) lowercase_ = { "RWKV/rwkv-4-169m-pile": "https://huggingface.co/RWKV/rwkv-4-169m-pile/resolve/main/config.json", "RWKV...
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"""simple docstring""" from __future__ import annotations import unittest import numpy as np from transformers import LayoutLMConfig, is_tf_available from transformers.testing_utils import require_tf, slow from ...test_configuration_common import ConfigTester from ...test_modeling_tf_common...
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"""simple docstring""" import torch from diffusers import UnCLIPScheduler from .test_schedulers import SchedulerCommonTest class __lowerCAmelCase ( __SCREAMING_SNAKE_CASE ): '''simple docstring''' __UpperCAmelCase : List[str] = (UnCLIPScheduler,) def ...
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"""simple docstring""" def lowercase ( lowerCAmelCase__ : int = 1000 ) -> int: return sum(e for e in range(3 , lowerCAmelCase__ ) if e % 3 == 0 or e % 5 == 0 ) if __name__ == "__main__": print(F'''{solution() = }''')
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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, Euler...
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"""simple docstring""" import sys from collections import defaultdict class __lowerCAmelCase : '''simple docstring''' def __init__( self ): __a = [] def __UpperCAmelCase ( self , _a ): return self.node_position[vertex] def __...
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"""simple docstring""" from transformers import DistilBertTokenizer, DistilBertTokenizerFast from transformers.testing_utils import require_tokenizers, slow from ..bert.test_tokenization_bert import BertTokenizationTest @require_tokenizers class __lowerCAmelCase ( __SCREAMING_SNAKE_CASE ): ...
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"""simple docstring""" import warnings from typing import List, Optional, Union from ...processing_utils import ProcessorMixin from ...tokenization_utils_base import BatchEncoding, PaddingStrategy, PreTokenizedInput, TextInput, TruncationStrategy from ...utils import TensorType class __lowerCAmel...
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"""simple docstring""" from math import factorial, radians def lowercase ( lowerCAmelCase__ : float , lowerCAmelCase__ : int = 18 , lowerCAmelCase__ : int = 10 ) -> float: __a = angle_in_degrees - ((angle_in_degrees // 3_60.0) * 3_60.0) # Co...
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1
"""simple docstring""" from collections import OrderedDict from typing import Mapping from ...configuration_utils import PretrainedConfig from ...onnx import OnnxConfig from ...utils import logging lowercase_ = logging.get_logger(__name__) lowercase_ = { "junnyu/r...
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"""simple docstring""" import numpy as np from sklearn.datasets import fetch_california_housing from sklearn.metrics import mean_absolute_error, mean_squared_error from sklearn.model_selection import train_test_split from xgboost import XGBRegressor def lowercase ( lowerCAmelCase__ : ...
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"""simple docstring""" from typing import Optional from .. import Features, NamedSplit from ..packaged_modules.text.text import Text from ..utils.typing import NestedDataStructureLike, PathLike from .abc import AbstractDatasetReader class __lowerCAmelCase ( __SCREAMING_SNAKE_CASE ): ...
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"""simple docstring""" from typing import TYPE_CHECKING from ...utils import ( OptionalDependencyNotAvailable, _LazyModule, is_tf_available, is_torch_available, is_vision_available, ) lowercase_ = { "configuration_efficientformer": [ "EFFICIENTFO...
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"""simple docstring""" import inspect import jax import jax.lax as lax import jax.numpy as jnp from ..utils import add_start_docstrings from ..utils.logging import get_logger lowercase_ = get_logger(__name__) lowercase_ = r"\n Args:\n input_ids (`jnp.nda...
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"""simple docstring""" from ...configuration_utils import PretrainedConfig from ...utils import logging lowercase_ = logging.get_logger(__name__) lowercase_ = { "funnel-transformer/small": "https://huggingface.co/funnel-transformer/small/resolve/main/config.json", ...
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"""simple docstring""" from typing import Callable, List, Optional, Union import PIL import torch from transformers import ( CLIPImageProcessor, CLIPSegForImageSegmentation, CLIPSegProcessor, CLIPTextModel, CLIPTokenizer, ) from diffusers import DiffusionPipeline from d...
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"""simple docstring""" import inspect import unittest from transformers import MobileViTVaConfig from transformers.testing_utils import require_torch, require_torch_multi_gpu, require_vision, slow, torch_device from transformers.utils import cached_property, is_torch_available, is_vision_available ...
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"""simple docstring""" import os from bleurt import score # From: git+https://github.com/google-research/bleurt.git import datasets lowercase_ = datasets.logging.get_logger(__name__) lowercase_ = "\\n@inproceedings{bleurt,\n title={BLEURT: Learning Robust Metrics f...
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"""simple docstring""" from typing import Callable, List, Optional, Union import PIL import torch from transformers import ( CLIPImageProcessor, CLIPSegForImageSegmentation, CLIPSegProcessor, CLIPTextModel, CLIPTokenizer, ) from diffusers import DiffusionPipeline from d...
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"""simple docstring""" from collections import OrderedDict from typing import Mapping from ...configuration_utils import PretrainedConfig from ...onnx import OnnxConfig lowercase_ = { "albert-base-v1": "https://huggingface.co/albert-base-v1/resolve/main/config.json", "alber...
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"""simple docstring""" from collections import UserDict from typing import Union import numpy as np import requests from ..utils import ( add_end_docstrings, logging, ) from .audio_classification import ffmpeg_read from .base import PIPELINE_INIT_ARGS, Pipeline lowercase_ ...
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"""simple docstring""" import argparse import json import numpy import torch from transformers.models.xlm.tokenization_xlm import VOCAB_FILES_NAMES from transformers.utils import CONFIG_NAME, WEIGHTS_NAME, logging logging.set_verbosity_info() def lowercase ( lowerCAmelCase__ : ...
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"""simple docstring""" import os import tempfile import unittest from pathlib import Path from transformers import AutoConfig, is_torch_available from transformers.testing_utils import require_torch, torch_device if is_torch_available(): from transformers import PyTorchBenchmark, PyTorch...
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