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


UpperCamelCase			:       Any									=				logging.get_logger(__name__)

UpperCamelCase			:       Dict									=				{
    '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 __lowerCAmelCase	(   __lowercase    ):
     lowercase		     =		'''rwkv'''
     lowercase		     =		{'''max_position_embeddings''': '''context_length'''}





     def __init__(			self			,  __UpperCAmelCase=5_0277			,  __UpperCAmelCase=1024			,  __UpperCAmelCase=4096			,  __UpperCAmelCase=32			,  __UpperCAmelCase=None			,  __UpperCAmelCase=None			,  __UpperCAmelCase=1E-5			,  __UpperCAmelCase=0			,  __UpperCAmelCase=0			,  __UpperCAmelCase=6			,  __UpperCAmelCase=False			,  __UpperCAmelCase=True			,  **__UpperCAmelCase			,  ):

      '''simple docstring'''




      __UpperCamelCase       						= vocab_size
      __UpperCamelCase       						= context_length
      __UpperCamelCase       						= hidden_size
      __UpperCamelCase       						= num_hidden_layers
      __UpperCamelCase       						= attention_hidden_size if attention_hidden_size is not None else hidden_size
      __UpperCamelCase       						= intermediate_size if intermediate_size is not None else 4 * hidden_size
      __UpperCamelCase       						= layer_norm_epsilon
      __UpperCamelCase       						= rescale_every
      __UpperCamelCase       						= use_cache

      __UpperCamelCase       						= bos_token_id
      __UpperCamelCase       						= eos_token_id

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





"""simple docstring"""

import re

from filelock import FileLock


try:
      import nltk

      UpperCamelCase			:       int									=				True
except (ImportError, ModuleNotFoundError):
      UpperCamelCase			:       List[str]									=				False

if NLTK_AVAILABLE:
      with FileLock(".lock") as lock:
            nltk.download("punkt", quiet=True)






def 							A		(       snake_case   :str	)   ->			str:
 re.sub('<n>'       ,      ''       ,      snake_case	)  # remove pegasus newline char
 assert NLTK_AVAILABLE, "nltk must be installed to separate newlines between sentences. (pip install nltk)"
 return "\n".join(nltk.sent_tokenize(snake_case	)	)



