


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


snake_case							:       Optional[int]     			=      logging.get_logger(__name__)

snake_case							:       str     			=      {
    '''RWKV/rwkv-4-169m-pile''': '''https://huggingface.co/RWKV/rwkv-4-169m-pile/resolve/main/config.json''',
    '''RWKV/rwkv-4-430m-pile''': '''https://huggingface.co/RWKV/rwkv-4-430m-pile/resolve/main/config.json''',
    '''RWKV/rwkv-4-1b5-pile''': '''https://huggingface.co/RWKV/rwkv-4-1b5-pile/resolve/main/config.json''',
    '''RWKV/rwkv-4-3b-pile''': '''https://huggingface.co/RWKV/rwkv-4-3b-pile/resolve/main/config.json''',
    '''RWKV/rwkv-4-7b-pile''': '''https://huggingface.co/RWKV/rwkv-4-7b-pile/resolve/main/config.json''',
    '''RWKV/rwkv-4-14b-pile''': '''https://huggingface.co/RWKV/rwkv-4-14b-pile/resolve/main/config.json''',
    '''RWKV/rwkv-raven-1b5''': '''https://huggingface.co/RWKV/rwkv-raven-1b5/resolve/main/config.json''',
    '''RWKV/rwkv-raven-3b''': '''https://huggingface.co/RWKV/rwkv-raven-3b/resolve/main/config.json''',
    '''RWKV/rwkv-raven-7b''': '''https://huggingface.co/RWKV/rwkv-raven-7b/resolve/main/config.json''',
    '''RWKV/rwkv-raven-14b''': '''https://huggingface.co/RWKV/rwkv-raven-14b/resolve/main/config.json''',
}







class        snake_case_   (lowerCamelCase_      ):
					UpperCAmelCase__					:    List[str]          =			'''rwkv'''
					UpperCAmelCase__					:    Tuple          =			{'''max_position_embeddings''': '''context_length'''}
					def __init__(      self   :List[str]			,__snake_case   :Union[str, Any]=5_02_77			,__snake_case   :Tuple=10_24			,__snake_case   :Union[str, Any]=40_96			,__snake_case   :str=32			,__snake_case   :Tuple=None			,__snake_case   :Optional[int]=None			,__snake_case   :Tuple=1E-5			,__snake_case   :Optional[int]=0			,__snake_case   :List[str]=0			,__snake_case   :str=6			,__snake_case   :Any=False			,__snake_case   :Union[str, Any]=True			,**__snake_case   :List[Any]			,)					->    Tuple:
												a__             =     vocab_size
												a__             =     context_length
												a__             =     hidden_size
												a__             =     num_hidden_layers
												a__             =     attention_hidden_size if attention_hidden_size is not None else hidden_size
												a__             =     intermediate_size if intermediate_size is not None else 4 * hidden_size
												a__             =     layer_norm_epsilon
												a__             =     rescale_every
												a__             =     use_cache

												a__             =     bos_token_id
												a__             =     eos_token_id

												super().__init__(
												    tie_word_embeddings=__snake_case			,bos_token_id=__snake_case			,eos_token_id=__snake_case			,**__snake_case      )








import copy
from dataclasses import dataclass, field
from typing import ClassVar, Dict

from ..features import Audio, ClassLabel, Features
from .base import TaskTemplate







@dataclass(frozen=lowerCamelCase_      )
class        snake_case_   (lowerCamelCase_      ):
					UpperCAmelCase__					:    str          =			field(default='''audio-classification'''	,						metadata={'''include_in_asdict_even_if_is_default''': True}      )
					UpperCAmelCase__					:    ClassVar[Features]          =			Features({'''audio''': Audio()}      )
					UpperCAmelCase__					:    ClassVar[Features]          =			Features({'''labels''': ClassLabel}      )
					UpperCAmelCase__					:    str          =			"audio"
					UpperCAmelCase__					:    str          =			"labels"
					def  lowerCamelCase__(      self   :Optional[int]			,__snake_case   :int      )					->    str:
												if self.label_column not in features:
																			raise ValueError(F'Column {self.label_column} is not present in features.'      )
												if not isinstance(features[self.label_column]			,__snake_case      ):
																			raise ValueError(F'Column {self.label_column} is not a ClassLabel.'      )
												a__             =     copy.deepcopy(self      )
												a__             =     self.label_schema.copy()
												a__             =     features[self.label_column]
												a__             =     label_schema
												return task_template



					@property
					def  lowerCamelCase__(      self   :Dict      )					->    Dict[str, str]:
												return {
												    self.audio_column: "audio",
												    self.label_column: "labels",
												}




