





import copy
import re




class 			__UpperCamelCase    :
     __A	:  Any							  =   """hp"""
     __A	:  Optional[int]							  =   {}
     __A	:  Tuple							  =   None





     @classmethod
     def 		UpperCamelCase(     cls				,							_UpperCamelCase				,							_UpperCamelCase					):
        _UpperCAmelCase           =   prefix
        _UpperCAmelCase           =   defaults
        cls.build_naming_info()





     @staticmethod
     def 		UpperCamelCase(     _UpperCamelCase				,							_UpperCamelCase					):
        if len(_UpperCamelCase					) == 0:
           return ""
        _UpperCAmelCase           =   None
        if any(char.isdigit() for char in word					):
           raise Exception(f'''Parameters should not contain numbers: \'{word}\' contains a number'''					)
        if word in info["short_word"]:
           return info["short_word"][word]
        for prefix_len in range(1				,							len(_UpperCamelCase					) + 1					):
           _UpperCAmelCase           =   word[:prefix_len]
           if prefix in info["reverse_short_word"]:
              continue
           else:
              _UpperCAmelCase           =   prefix
              break

        if short_word is None:
           # Paranoid fallback
           def int_to_alphabetic(_UpperCamelCase					):
              _UpperCAmelCase           =   ''''''
              while integer != 0:
                 _UpperCAmelCase           =   chr(ord('''A'''					) + integer % 10					) + s
                 integer //= 10
              return s

           _UpperCAmelCase           =   0
           while True:
              _UpperCAmelCase           =   word + '''#''' + int_to_alphabetic(_UpperCamelCase					)
              if sword in info["reverse_short_word"]:
                 continue
              else:
                 _UpperCAmelCase           =   sword
                 break

        _UpperCAmelCase           =   short_word
        _UpperCAmelCase           =   word
        return short_word





     @staticmethod
     def 		UpperCamelCase(     _UpperCamelCase				,							_UpperCamelCase					):
        _UpperCAmelCase           =   param_name.split('''_'''					)

        _UpperCAmelCase           =   [TrialShortNamer.shortname_for_word(_UpperCamelCase				,							_UpperCamelCase					) for word in words]

        # We try to create a separatorless short name, but if there is a collision we have to fallback
        # to a separated short name
        _UpperCAmelCase           =   ['''''', '''_''']

        for separator in separators:
           _UpperCAmelCase           =   separator.join(_UpperCamelCase					)
           if shortname not in info["reverse_short_param"]:
              _UpperCAmelCase           =   shortname
              _UpperCAmelCase           =   param_name
              return shortname

        return param_name





     @staticmethod
     def 		UpperCamelCase(     _UpperCamelCase				,							_UpperCamelCase					):
        _UpperCAmelCase           =   TrialShortNamer.shortname_for_key(_UpperCamelCase				,							_UpperCamelCase					)
        _UpperCAmelCase           =   short_name
        _UpperCAmelCase           =   param_name





     @classmethod
     def 		UpperCamelCase(     cls					):
        if cls.NAMING_INFO is not None:
           return

        _UpperCAmelCase           =   {
            '''short_word''': {},
            '''reverse_short_word''': {},
            '''short_param''': {},
            '''reverse_short_param''': {},
        }

        _UpperCAmelCase           =   list(cls.DEFAULTS.keys()					)

        for k in field_keys:
           cls.add_new_param_name(_UpperCamelCase				,							_UpperCamelCase					)

        _UpperCAmelCase           =   info





     @classmethod
     def 		UpperCamelCase(     cls				,							_UpperCamelCase					):
        cls.build_naming_info()
        assert cls.PREFIX is not None
        _UpperCAmelCase           =   [copy.copy(cls.PREFIX					)]

        for k, v in params.items():
           if k not in cls.DEFAULTS:
              raise Exception(f'''You should provide a default value for the param name {k} with value {v}'''					)
           if v == cls.DEFAULTS[k]:
              # The default value is not added to the name
              continue

           _UpperCAmelCase           =   cls.NAMING_INFO['''short_param'''][k]

           if isinstance(_UpperCamelCase				,							_UpperCamelCase					):
              _UpperCAmelCase           =   1 if v else 0

           _UpperCAmelCase           =   '''''' if isinstance(_UpperCamelCase				,							(int, float)					) else '''-'''
           _UpperCAmelCase           =   f'''{key}{sep}{v}'''
           name.append(_UpperCamelCase					)

        return "_".join(_UpperCamelCase					)





     @classmethod
     def 		UpperCamelCase(     cls				,							_UpperCamelCase					):
        _UpperCAmelCase           =   repr[len(cls.PREFIX					) + 1 :]
        if repr == "":
           _UpperCAmelCase           =   []
        else:
           _UpperCAmelCase           =   repr.split('''_'''					)

        _UpperCAmelCase           =   {}

        for value in values:
           if "-" in value:
              _UpperCAmelCase       ,      _UpperCAmelCase           =   value.split('''-'''					)
           else:
              _UpperCAmelCase           =   re.sub('''[0-9.]'''				,							''''''				,							_UpperCamelCase					)
              _UpperCAmelCase           =   float(re.sub('''[^0-9.]'''				,							''''''				,							_UpperCamelCase					)					)

           _UpperCAmelCase           =   cls.NAMING_INFO['''reverse_short_param'''][p_k]

           _UpperCAmelCase           =   p_v

        for k in cls.DEFAULTS:
           if k not in parameters:
              _UpperCAmelCase           =   cls.DEFAULTS[k]

        return parameters






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


UpperCAmelCase_           =	logging.get_logger(__name__)

UpperCAmelCase_           =	{
    "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 			__UpperCamelCase    (							A__    ):
     __A	:  Tuple							  =   """rwkv"""
     __A	:  Any							  =   {"""max_position_embeddings""": """context_length"""}





     def __init__(     self				,							_UpperCamelCase=50277				,							_UpperCamelCase=1024				,							_UpperCamelCase=4096				,							_UpperCamelCase=32				,							_UpperCamelCase=None				,							_UpperCamelCase=None				,							_UpperCamelCase=1e-5				,							_UpperCamelCase=0				,							_UpperCamelCase=0				,							_UpperCamelCase=6				,							_UpperCamelCase=False				,							_UpperCamelCase=True				,							**_UpperCamelCase				,							):
        _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=_UpperCamelCase				,							bos_token_id=_UpperCamelCase				,							eos_token_id=_UpperCamelCase				,							**_UpperCamelCase					)