




'''simple docstring'''





from typing import Dict, List, Optional

from ...tokenization_utils import AddedToken, PreTrainedTokenizer
from ...utils import logging


UpperCamelCase_		:     List[str]          =		logging.get_logger(__name__)


UpperCamelCase_		:     Union[str, Any]          =		{
    '''nielsr/canine-s''': 2048,
}

# Unicode defines 1,114,112 total “codepoints”
UpperCamelCase_		:     Optional[Any]          =		1114112

# Below: Constants defining canonical codepoints for special, pseudo-characters.
# Copied from https://github.com/google-research/language/blob/master/language/canine/special_codepoints.py
UpperCamelCase_		:     int          =		0

UpperCamelCase_		:     Any          =		0Xe000
UpperCamelCase_		:     Optional[Any]          =		0Xe001
UpperCamelCase_		:     int          =		0Xe002
UpperCamelCase_		:     List[Any]          =		0Xe003
UpperCamelCase_		:     List[str]          =		0Xe004

# Maps special codepoints to human-readable names.
UpperCamelCase_		:     Dict[int, str]          =		{
    # Special symbols are represented using codepoints values that are valid,
    # but designated as "Private Use", meaning that they will never be assigned
    # characters by the Unicode Consortium, and are thus safe for use here.
    #
    # NOTE: Do *NOT* add any sort of [UNK_CHAR] here. They are explicitly
    # excluded and should fail with a hard error.
    CLS: "[CLS]",
    SEP: "[SEP]",
    BOS: "[BOS]",
    MASK: "[MASK]",
    PAD: "[PAD]",
    RESERVED: "[RESERVED]",
}

# Maps special codepoint human-readable names to their codepoint values.
UpperCamelCase_		:     Dict[str, int]          =		{name: codepoint for codepoint, name in SPECIAL_CODEPOINTS.items()}

class   _a							(		__lowerCAmelCase				):
     SCREAMING_SNAKE_CASE_				:       Optional[int]       							=		PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES






     def __init__(					self   ,_SCREAMING_SNAKE_CASE=chr(_SCREAMING_SNAKE_CASE       )   ,_SCREAMING_SNAKE_CASE=chr(_SCREAMING_SNAKE_CASE       )   ,_SCREAMING_SNAKE_CASE=chr(_SCREAMING_SNAKE_CASE       )   ,_SCREAMING_SNAKE_CASE=chr(_SCREAMING_SNAKE_CASE       )   ,_SCREAMING_SNAKE_CASE=chr(_SCREAMING_SNAKE_CASE       )   ,_SCREAMING_SNAKE_CASE=chr(_SCREAMING_SNAKE_CASE       )   ,_SCREAMING_SNAKE_CASE=False   ,_SCREAMING_SNAKE_CASE=2_048   ,**_SCREAMING_SNAKE_CASE   ,)				->     Union[str, Any]:
          _snake_case				= AddedToken(_SCREAMING_SNAKE_CASE   ,lstrip=_SCREAMING_SNAKE_CASE   ,rstrip=_SCREAMING_SNAKE_CASE       ) if isinstance(_SCREAMING_SNAKE_CASE   ,_SCREAMING_SNAKE_CASE       ) else bos_token
          _snake_case				= AddedToken(_SCREAMING_SNAKE_CASE   ,lstrip=_SCREAMING_SNAKE_CASE   ,rstrip=_SCREAMING_SNAKE_CASE       ) if isinstance(_SCREAMING_SNAKE_CASE   ,_SCREAMING_SNAKE_CASE       ) else eos_token
          _snake_case				= AddedToken(_SCREAMING_SNAKE_CASE   ,lstrip=_SCREAMING_SNAKE_CASE   ,rstrip=_SCREAMING_SNAKE_CASE       ) if isinstance(_SCREAMING_SNAKE_CASE   ,_SCREAMING_SNAKE_CASE       ) else sep_token
          _snake_case				= AddedToken(_SCREAMING_SNAKE_CASE   ,lstrip=_SCREAMING_SNAKE_CASE   ,rstrip=_SCREAMING_SNAKE_CASE       ) if isinstance(_SCREAMING_SNAKE_CASE   ,_SCREAMING_SNAKE_CASE       ) else cls_token
          _snake_case				= AddedToken(_SCREAMING_SNAKE_CASE   ,lstrip=_SCREAMING_SNAKE_CASE   ,rstrip=_SCREAMING_SNAKE_CASE       ) if isinstance(_SCREAMING_SNAKE_CASE   ,_SCREAMING_SNAKE_CASE       ) else pad_token

          # Mask token behave like a normal word, i.e. include the space before it
          _snake_case				= AddedToken(_SCREAMING_SNAKE_CASE   ,lstrip=_SCREAMING_SNAKE_CASE   ,rstrip=_SCREAMING_SNAKE_CASE       ) if isinstance(_SCREAMING_SNAKE_CASE   ,_SCREAMING_SNAKE_CASE       ) else mask_token

          super().__init__(
              bos_token=_SCREAMING_SNAKE_CASE   ,eos_token=_SCREAMING_SNAKE_CASE   ,sep_token=_SCREAMING_SNAKE_CASE   ,cls_token=_SCREAMING_SNAKE_CASE   ,pad_token=_SCREAMING_SNAKE_CASE   ,mask_token=_SCREAMING_SNAKE_CASE   ,add_prefix_space=_SCREAMING_SNAKE_CASE   ,model_max_length=_SCREAMING_SNAKE_CASE   ,**_SCREAMING_SNAKE_CASE   ,)

          # Creates a mapping for looking up the IDs of special symbols.
          _snake_case				= {}
          for codepoint, name in SPECIAL_CODEPOINTS.items():
               _snake_case				= codepoint

          # Creates a mapping for looking up the string forms of special symbol IDs.
          _snake_case				= {
              codepoint: name for name, codepoint in self._special_codepoints.items()
          }

          _snake_case				= UNICODE_VOCAB_SIZE
          _snake_case				= len(self._special_codepoints       )






     @property
     def 							_lowercase      (					self       )				->     int:
          return self._unicode_vocab_size






     def 							_lowercase      (					self   ,_SCREAMING_SNAKE_CASE       )				->     List[str]:
          return list(_SCREAMING_SNAKE_CASE       )






     def 							_lowercase      (					self   ,_SCREAMING_SNAKE_CASE       )				->     int:
          try:
               return ord(_SCREAMING_SNAKE_CASE       )
          except TypeError:
               raise ValueError(f"""invalid token: '{token}'"""       )






     def 							_lowercase      (					self   ,_SCREAMING_SNAKE_CASE       )				->     str:
          try:
               if index in SPECIAL_CODEPOINTS:
                    return SPECIAL_CODEPOINTS[index]
               return chr(_SCREAMING_SNAKE_CASE       )
          except TypeError:
               raise ValueError(f"""invalid id: {index}"""       )






     def 							_lowercase      (					self   ,_SCREAMING_SNAKE_CASE       )				->     Tuple:
          return "".join(_SCREAMING_SNAKE_CASE       )






     def 							_lowercase      (					self   ,_SCREAMING_SNAKE_CASE   ,_SCREAMING_SNAKE_CASE = None       )				->     List[int]:
          _snake_case				= [self.sep_token_id]
          _snake_case				= [self.cls_token_id]

          _snake_case				= cls + token_ids_a + sep
          if token_ids_a is not None:
               result += token_ids_a + sep
          return result






     def 							_lowercase      (					self   ,_SCREAMING_SNAKE_CASE   ,_SCREAMING_SNAKE_CASE = None   ,_SCREAMING_SNAKE_CASE = False       )				->     List[int]:
          if already_has_special_tokens:
               return super().get_special_tokens_mask(
                   token_ids_a=_SCREAMING_SNAKE_CASE   ,token_ids_a=_SCREAMING_SNAKE_CASE   ,already_has_special_tokens=_SCREAMING_SNAKE_CASE       )

          _snake_case				= [1] + ([0] * len(_SCREAMING_SNAKE_CASE       )) + [1]
          if token_ids_a is not None:
               result += ([0] * len(_SCREAMING_SNAKE_CASE       )) + [1]
          return result






     def 							_lowercase      (					self   ,_SCREAMING_SNAKE_CASE   ,_SCREAMING_SNAKE_CASE = None       )				->     List[int]:
          _snake_case				= [self.sep_token_id]
          _snake_case				= [self.cls_token_id]

          _snake_case				= len(cls + token_ids_a + sep       ) * [0]
          if token_ids_a is not None:
               result += len(token_ids_a + sep       ) * [1]
          return result






     def 							_lowercase      (					self   ,_SCREAMING_SNAKE_CASE   ,_SCREAMING_SNAKE_CASE = None       )				->     str:
          return ()








'''simple docstring'''





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


UpperCamelCase_		:     List[Any]          =		logging.get_logger(__name__)

UpperCamelCase_		:     Tuple          =		{
    '''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   _a							(		__lowerCAmelCase				):
     SCREAMING_SNAKE_CASE_				:       List[str]       							=		"""rwkv"""
     SCREAMING_SNAKE_CASE_				:       Any       							=		{"""max_position_embeddings""": """context_length"""}






     def __init__(					self   ,_SCREAMING_SNAKE_CASE=50_277   ,_SCREAMING_SNAKE_CASE=1_024   ,_SCREAMING_SNAKE_CASE=4_096   ,_SCREAMING_SNAKE_CASE=32   ,_SCREAMING_SNAKE_CASE=None   ,_SCREAMING_SNAKE_CASE=None   ,_SCREAMING_SNAKE_CASE=1e-5   ,_SCREAMING_SNAKE_CASE=0   ,_SCREAMING_SNAKE_CASE=0   ,_SCREAMING_SNAKE_CASE=6   ,_SCREAMING_SNAKE_CASE=False   ,_SCREAMING_SNAKE_CASE=True   ,**_SCREAMING_SNAKE_CASE   ,)				->     List[str]:
          _snake_case				= vocab_size
          _snake_case				= context_length
          _snake_case				= hidden_size
          _snake_case				= num_hidden_layers
          _snake_case				= attention_hidden_size if attention_hidden_size is not None else hidden_size
          _snake_case				= intermediate_size if intermediate_size is not None else 4 * hidden_size
          _snake_case				= layer_norm_epsilon
          _snake_case				= rescale_every
          _snake_case				= use_cache

          _snake_case				= bos_token_id
          _snake_case				= eos_token_id

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


