






'''simple docstring'''




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


__lowerCamelCase   :					Dict   							=					logging.get_logger(__name__)

__lowerCamelCase   :					int   							=					{
    '''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_	(a_							):
							"""simple docstring"""




							a__   		=	'''rwkv'''
							a__   		=	{'''max_position_embeddings''': '''context_length'''}

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


										'''simple docstring'''




										snake_case_				:					List[str]   =       vocab_size
										snake_case_				:					str   =       context_length
										snake_case_				:					int   =       hidden_size
										snake_case_				:					int   =       num_hidden_layers
										snake_case_				:					Optional[int]   =       attention_hidden_size if attention_hidden_size is not None else hidden_size
										snake_case_				:					Any   =       intermediate_size if intermediate_size is not None else 4 * hidden_size
										snake_case_				:					Tuple   =       layer_norm_epsilon
										snake_case_				:					str   =       rescale_every
										snake_case_				:					Dict   =       use_cache

										snake_case_				:					Union[str, Any]   =       bos_token_id
										snake_case_				:					int   =       eos_token_id

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












'''simple docstring'''




import pickle
import unittest

import torch

from accelerate import Accelerator
from accelerate.state import AcceleratorState
from accelerate.test_utils import require_cpu







@require_cpu
class    A_	(unittest.TestCase							):
							"""simple docstring"""




							def 							_A	(		self			:str				)				->  Union[str, Any]:


										'''simple docstring'''




										snake_case_				:					Union[str, Any]   =       torch.nn.Linear(10       ,							10				)
										snake_case_				:					Dict   =       torch.optim.SGD(model.parameters()       ,							0.1				)
										snake_case_				:					Tuple   =       Accelerator()
										snake_case_				:					Optional[Any]   =       accelerator.prepare(lowerCAmelCase__				)
										try:
													pickle.loads(pickle.dumps(lowerCAmelCase__				)				)
										except Exception as e:
													self.fail(F'''Accelerated optimizer pickling failed with {e}'''				)
										AcceleratorState._reset_state()




