



from ..models.auto import AutoModelForSeqaSeqLM, AutoTokenizer
from .base import PipelineTool



class 	lowerCamelCase__      (							_UpperCAmelCase):




		'''simple docstring'''



		snake_case_     ="philschmid/bart-large-cnn-samsum"
		snake_case_     =(
		    "This is a tool that summarizes an English text. It takes an input `text` containing the text to summarize, "
		    "and returns a summary of the text."
		)
		snake_case_     ="summarizer"
		snake_case_     =AutoTokenizer
		snake_case_     =AutoModelForSeqaSeqLM

		snake_case_     =["text"]
		snake_case_     =["text"]



		def 		lowerCAmelCase__				(self		,__lowerCamelCase			)					->      Any:

						"""simple docstring"""






						return self.pre_processor(_UpperCAmelCase		,return_tensors='''pt'''		,truncation=_UpperCAmelCase			)



		def 		lowerCAmelCase__				(self		,__lowerCamelCase			)					->      Any:

						"""simple docstring"""






						return self.model.generate(**_UpperCAmelCase			)[0]



		def 		lowerCAmelCase__				(self		,__lowerCamelCase			)					->      List[Any]:

						"""simple docstring"""






						return self.pre_processor.decode(_UpperCAmelCase		,skip_special_tokens=_UpperCAmelCase		,clean_up_tokenization_spaces=_UpperCAmelCase			)






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


__snake_case    :		Any  =logging.get_logger(__name__)

__snake_case    :		Tuple  ={
    'sayakpaul/vit-msn-base': 'https://huggingface.co/sayakpaul/vit-msn-base/resolve/main/config.json',
    # See all ViT MSN models at https://huggingface.co/models?filter=vit_msn
}



class 	lowerCamelCase__      (							lowerCamelCase__):




		'''simple docstring'''



		snake_case_     ="""vit_msn"""



		def __init__(self		,__lowerCamelCase=7_68		,__lowerCamelCase=12		,__lowerCamelCase=12		,__lowerCamelCase=30_72		,__lowerCamelCase="gelu"		,__lowerCamelCase=0.0		,__lowerCamelCase=0.0		,__lowerCamelCase=0.02		,__lowerCamelCase=1e-06		,__lowerCamelCase=2_24		,__lowerCamelCase=16		,__lowerCamelCase=3		,__lowerCamelCase=True		,**__lowerCamelCase		,)					->      Any:

						"""simple docstring"""






						super().__init__(**__lowerCamelCase			)

						lowerCAmelCase__					:    List[Any]												=					hidden_size
						lowerCAmelCase__					:    str												=					num_hidden_layers
						lowerCAmelCase__					:    List[str]												=					num_attention_heads
						lowerCAmelCase__					:    Optional[int]												=					intermediate_size
						lowerCAmelCase__					:    List[Any]												=					hidden_act
						lowerCAmelCase__					:    Tuple												=					hidden_dropout_prob
						lowerCAmelCase__					:    List[Any]												=					attention_probs_dropout_prob
						lowerCAmelCase__					:    int												=					initializer_range
						lowerCAmelCase__					:    Union[str, Any]												=					layer_norm_eps
						lowerCAmelCase__					:    List[str]												=					image_size
						lowerCAmelCase__					:    str												=					patch_size
						lowerCAmelCase__					:    Optional[int]												=					num_channels
						lowerCAmelCase__					:    int												=					qkv_bias

