






'''simple docstring'''





from ...configuration_utils import PretrainedConfig
from ...utils import logging


_UpperCAmelCase			:		Tuple   				=    logging.get_logger(__name__)

_UpperCAmelCase			:		Any   				=    {
    "microsoft/biogpt": "https://huggingface.co/microsoft/biogpt/resolve/main/config.json",
    # See all BioGPT models at https://huggingface.co/models?filter=biogpt
}
class  lowerCAmelCase_       (				_UpperCamelCase					):
							UpperCamelCase_		:Tuple		      =    "biogpt"




							def __init__(   self     :   List[Any] ,							SCREAMING_SNAKE_CASE_     :   List[Any]=42_384 ,							SCREAMING_SNAKE_CASE_     :   Optional[Any]=1_024 ,							SCREAMING_SNAKE_CASE_     :   Dict=24 ,							SCREAMING_SNAKE_CASE_     :   List[str]=16 ,							SCREAMING_SNAKE_CASE_     :   Any=4_096 ,							SCREAMING_SNAKE_CASE_     :   Tuple="gelu" ,							SCREAMING_SNAKE_CASE_     :   List[str]=0.1 ,							SCREAMING_SNAKE_CASE_     :   Optional[int]=0.1 ,							SCREAMING_SNAKE_CASE_     :   Any=1_024 ,							SCREAMING_SNAKE_CASE_     :   Dict=0.02 ,							SCREAMING_SNAKE_CASE_     :   str=1e-12 ,							SCREAMING_SNAKE_CASE_     :   Optional[int]=True ,							SCREAMING_SNAKE_CASE_     :   Union[str, Any]=True ,							SCREAMING_SNAKE_CASE_     :   Optional[int]=0.0 ,							SCREAMING_SNAKE_CASE_     :   Dict=0.0 ,							SCREAMING_SNAKE_CASE_     :   List[str]=1 ,							SCREAMING_SNAKE_CASE_     :   Dict=0 ,							SCREAMING_SNAKE_CASE_     :   Any=2 ,							**SCREAMING_SNAKE_CASE_     :   int ,							):
											lowerCAmelCase__      			=						vocab_size
											lowerCAmelCase__      			=						max_position_embeddings
											lowerCAmelCase__      			=						hidden_size
											lowerCAmelCase__      			=						num_hidden_layers
											lowerCAmelCase__      			=						num_attention_heads
											lowerCAmelCase__      			=						intermediate_size
											lowerCAmelCase__      			=						hidden_act
											lowerCAmelCase__      			=						hidden_dropout_prob
											lowerCAmelCase__      			=						attention_probs_dropout_prob
											lowerCAmelCase__      			=						initializer_range
											lowerCAmelCase__      			=						layer_norm_eps
											lowerCAmelCase__      			=						scale_embedding
											lowerCAmelCase__      			=						use_cache
											lowerCAmelCase__      			=						layerdrop
											lowerCAmelCase__      			=						activation_dropout
											super().__init__(pad_token_id=__a ,							bos_token_id=__a ,							eos_token_id=__a ,							**__a	)













import pytest

import datasets


# Import fixture modules as plugins
_UpperCAmelCase			:		Tuple   				=    ["tests.fixtures.files", "tests.fixtures.hub", "tests.fixtures.fsspec"]





def 	lowerCAmelCase_		(lowercase__						:       Optional[int]     ,					lowercase__						:       int       )		->    Any:


				'''simple docstring'''




				for item in items:
								if any(marker in item.keywords for marker in ['''integration''', '''unit''']       ):
												continue
								item.add_marker(pytest.mark.unit       )





def 	lowerCAmelCase_		(lowercase__						:       str       )		->    List[str]:


				'''simple docstring'''




				config.addinivalue_line('''markers'''     ,					'''torchaudio_latest: mark test to run with torchaudio>=0.12'''       )





@pytest.fixture(autouse=lowercase__       )
def 	lowerCAmelCase_		(lowercase__						:       int     ,					lowercase__						:       Dict       )		->    Optional[Any]:


				'''simple docstring'''




				lowerCAmelCase__      			=						tmp_path_factory.getbasetemp() / '''cache'''
				lowerCAmelCase__      			=						test_hf_cache_home / '''datasets'''
				lowerCAmelCase__      			=						test_hf_cache_home / '''metrics'''
				lowerCAmelCase__      			=						test_hf_cache_home / '''modules'''
				monkeypatch.setattr('''datasets.config.HF_DATASETS_CACHE'''     ,					str(lowercase__       )       )
				monkeypatch.setattr('''datasets.config.HF_METRICS_CACHE'''     ,					str(lowercase__       )       )
				monkeypatch.setattr('''datasets.config.HF_MODULES_CACHE'''     ,					str(lowercase__       )       )
				lowerCAmelCase__      			=						test_hf_datasets_cache / '''downloads'''
				monkeypatch.setattr('''datasets.config.DOWNLOADED_DATASETS_PATH'''     ,					str(lowercase__       )       )
				lowerCAmelCase__      			=						test_hf_datasets_cache / '''downloads''' / '''extracted'''
				monkeypatch.setattr('''datasets.config.EXTRACTED_DATASETS_PATH'''     ,					str(lowercase__       )       )





@pytest.fixture(autouse=lowercase__     ,					scope='''session'''       )
def 	lowerCAmelCase_		()		->    int:


				'''simple docstring'''




				datasets.disable_progress_bar()





@pytest.fixture(autouse=lowercase__       )
def 	lowerCAmelCase_		(lowercase__						:       Dict       )		->    List[str]:


				'''simple docstring'''




				monkeypatch.setattr('''datasets.config.HF_UPDATE_DOWNLOAD_COUNTS'''     ,					lowercase__       )





@pytest.fixture
def 	lowerCAmelCase_		(lowercase__						:       List[str]       )		->    List[Any]:


				'''simple docstring'''




				monkeypatch.setattr('''sqlalchemy.util.deprecations.SILENCE_UBER_WARNING'''     ,					lowercase__       )





