





'''simple docstring'''



import copy

from ...configuration_utils import PretrainedConfig
from ...utils import logging
from ..auto.configuration_auto import AutoConfig


_SCREAMING_SNAKE_CASE    =			logging.get_logger(__name__)

_SCREAMING_SNAKE_CASE    =			{
    '''facebook/musicgen-small''': '''https://huggingface.co/facebook/musicgen-small/resolve/main/config.json''',
    # See all Musicgen models at https://huggingface.co/models?filter=musicgen
}






class 							__lowercase				(					lowerCAmelCase__  ):







	'''simple docstring'''

	a			: List[Any]      =				"musicgen_decoder"
	a			: Union[str, Any]      =				["past_key_values"]


	def __init__(self   ,_lowerCamelCase=2048   ,_lowerCamelCase=2048   ,_lowerCamelCase=24   ,_lowerCamelCase=4096   ,_lowerCamelCase=16   ,_lowerCamelCase=0.0   ,_lowerCamelCase=True   ,_lowerCamelCase="gelu"   ,_lowerCamelCase=1024   ,_lowerCamelCase=0.1   ,_lowerCamelCase=0.0   ,_lowerCamelCase=0.0   ,_lowerCamelCase=0.0_2   ,_lowerCamelCase=False   ,_lowerCamelCase=4   ,_lowerCamelCase=2048   ,_lowerCamelCase=2048   ,_lowerCamelCase=None   ,_lowerCamelCase=False   ,**_lowerCamelCase   ,)							->							str:







				'''simple docstring'''





				__lowercase   =							vocab_size
				__lowercase   =							max_position_embeddings
				__lowercase   =							hidden_size
				__lowercase   =							ffn_dim
				__lowercase   =							num_hidden_layers
				__lowercase   =							num_attention_heads
				__lowercase   =							dropout
				__lowercase   =							attention_dropout
				__lowercase   =							activation_dropout
				__lowercase   =							activation_function
				__lowercase   =							initializer_factor
				__lowercase   =							layerdrop
				__lowercase   =							use_cache
				__lowercase   =							scale_embedding  # scale factor will be sqrt(d_model) if True
				__lowercase   =							num_codebooks
				super().__init__(
				    pad_token_id=_lowerCamelCase   ,bos_token_id=_lowerCamelCase   ,eos_token_id=_lowerCamelCase   ,tie_word_embeddings=_lowerCamelCase   ,**_lowerCamelCase   ,)






class 							__lowercase				(					lowerCAmelCase__  ):







	'''simple docstring'''

	a			: Dict      =				"musicgen"
	a			: List[Any]      =				True


	def __init__(self   ,**_lowerCamelCase       )							->							Optional[Any]:







				'''simple docstring'''





				super().__init__(**_lowerCamelCase       )
				if "text_encoder" not in kwargs or "audio_encoder" not in kwargs or "decoder" not in kwargs:
							raise ValueError('''Config has to be initialized with text_encoder, audio_encoder and decoder config'''       )

				__lowercase   =							kwargs.pop('''text_encoder'''       )
				__lowercase   =							text_encoder_config.pop('''model_type'''       )

				__lowercase   =							kwargs.pop('''audio_encoder'''       )
				__lowercase   =							audio_encoder_config.pop('''model_type'''       )

				__lowercase   =							kwargs.pop('''decoder'''       )

				__lowercase   =							AutoConfig.for_model(_lowerCamelCase   ,**_lowerCamelCase       )
				__lowercase   =							AutoConfig.for_model(_lowerCamelCase   ,**_lowerCamelCase       )
				__lowercase   =							MusicgenDecoderConfig(**_lowerCamelCase       )
				__lowercase   =							True


	@classmethod
	def   _UpperCAmelCase   (cls   ,_lowerCamelCase   ,_lowerCamelCase   ,_lowerCamelCase   ,**_lowerCamelCase   ,)							->							int:







				'''simple docstring'''





				return cls(
				    text_encoder=text_encoder_config.to_dict()   ,audio_encoder=audio_encoder_config.to_dict()   ,decoder=decoder_config.to_dict()   ,**_lowerCamelCase   ,)


	def   _UpperCAmelCase   (self       )							->							Tuple:







				'''simple docstring'''





				__lowercase   =							copy.deepcopy(self.__dict__       )
				__lowercase   =							self.text_encoder.to_dict()
				__lowercase   =							self.audio_encoder.to_dict()
				__lowercase   =							self.decoder.to_dict()
				__lowercase   =							self.__class__.model_type
				return output








'''simple docstring'''
from __future__ import annotations

import re


def       a__    (  _SCREAMING_SNAKE_CASE					:    list[str]							)			-> list[str]:


	"""simple docstring"""





	def alphanum_key(_SCREAMING_SNAKE_CASE					:    Optional[Any]							):
		return [int(_SCREAMING_SNAKE_CASE							) if s.isdigit() else s.lower() for s in re.split("([0-9]+)"     ,							_SCREAMING_SNAKE_CASE							)]

	return sorted(_SCREAMING_SNAKE_CASE     ,							key=_SCREAMING_SNAKE_CASE							)


if __name__ == "__main__":
					import doctest

					doctest.testmod()




