




"""simple docstring"""

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


a							      =     logging.get_logger(__name__)

a							      =     {
    '''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 							lowercase_			(	__lowerCAmelCase				):



 '''simple docstring'''
 UpperCAmelCase       :	List[str]     =      '''rwkv'''
 UpperCAmelCase       :	Tuple     =      {'''max_position_embeddings''': '''context_length'''}

 def __init__(					self			:			Dict       ,				_UpperCAmelCase			:			Union[str, Any]=50_277       ,				_UpperCAmelCase			:			Tuple=1_024       ,				_UpperCAmelCase			:			Dict=4_096       ,				_UpperCAmelCase			:			Optional[int]=32       ,				_UpperCAmelCase			:			List[Any]=None       ,				_UpperCAmelCase			:			int=None       ,				_UpperCAmelCase			:			List[Any]=1E-5       ,				_UpperCAmelCase			:			Any=0       ,				_UpperCAmelCase			:			List[str]=0       ,				_UpperCAmelCase			:			Union[str, Any]=6       ,				_UpperCAmelCase			:			Union[str, Any]=False       ,				_UpperCAmelCase			:			Any=True       ,				**_UpperCAmelCase			:			Optional[int]       ,				):
       _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=_UpperCAmelCase       ,				bos_token_id=_UpperCAmelCase       ,				eos_token_id=_UpperCAmelCase       ,				**_UpperCAmelCase						)







"""simple docstring"""

from .configuration_bert_masked import MaskedBertConfig
from .modeling_bert_masked import (
    MaskedBertForMultipleChoice,
    MaskedBertForQuestionAnswering,
    MaskedBertForSequenceClassification,
    MaskedBertForTokenClassification,
    MaskedBertModel,
)
from .modules import *

