






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


lowerCamelCase	:							Any				=logging.get_logger(__name__)

lowerCamelCase	:							List[str]				={
    '''abeja/gpt-neox-japanese-2.7b''': '''https://huggingface.co/abeja/gpt-neox-japanese-2.7b/resolve/main/config.json''',
}





class 			__a  (    A__       ):
 _lowerCAmelCase       :       int        = '''gpt_neox_japanese'''







 def __init__(		self					:   List[Any]							,   SCREAMING_SNAKE_CASE					:   Optional[int]=3_20_00							,   SCREAMING_SNAKE_CASE					:   str=25_60							,   SCREAMING_SNAKE_CASE					:   Tuple=32							,   SCREAMING_SNAKE_CASE					:   List[Any]=32							,   SCREAMING_SNAKE_CASE					:   List[str]=4							,   SCREAMING_SNAKE_CASE					:   List[Any]="gelu"							,   SCREAMING_SNAKE_CASE					:   str=1.0_0							,   SCREAMING_SNAKE_CASE					:   Dict=1_00_00							,   SCREAMING_SNAKE_CASE					:   List[Any]=20_48							,   SCREAMING_SNAKE_CASE					:   str=0.0_2							,   SCREAMING_SNAKE_CASE					:   List[str]=1e-5							,   SCREAMING_SNAKE_CASE					:   Optional[int]=True							,   SCREAMING_SNAKE_CASE					:   List[Any]=3_19_96							,   SCREAMING_SNAKE_CASE					:   Union[str, Any]=3_19_99							,   SCREAMING_SNAKE_CASE					:   Tuple=0.1							,   SCREAMING_SNAKE_CASE					:   Union[str, Any]=0.0							,   **SCREAMING_SNAKE_CASE					:   Optional[Any]							,   ):


      '''simple docstring'''






      super().__init__(bos_token_id=SCREAMING_SNAKE_CASE							,   eos_token_id=SCREAMING_SNAKE_CASE							,   **SCREAMING_SNAKE_CASE						)
      UpperCamelCase__			:   str       				=  vocab_size
      UpperCamelCase__			:   List[str]       				=  max_position_embeddings
      UpperCamelCase__			:   Optional[Any]       				=  hidden_size
      UpperCamelCase__			:   List[str]       				=  num_hidden_layers
      UpperCamelCase__			:   List[str]       				=  num_attention_heads
      UpperCamelCase__			:   Optional[Any]       				=  intermediate_multiple_size
      UpperCamelCase__			:   Dict       				=  hidden_act
      UpperCamelCase__			:   Tuple       				=  rotary_pct
      UpperCamelCase__			:   Any       				=  rotary_emb_base
      UpperCamelCase__			:   Optional[Any]       				=  initializer_range
      UpperCamelCase__			:   List[Any]       				=  layer_norm_eps
      UpperCamelCase__			:   List[Any]       				=  use_cache
      UpperCamelCase__			:   Tuple       				=  attention_dropout
      UpperCamelCase__			:   Optional[Any]       				=  hidden_dropout







import unittest

from transformers import load_tool
from transformers.utils import is_torch_available


if is_torch_available():
 import torch

from transformers.testing_utils import require_torch

from .test_tools_common import ToolTesterMixin





@require_torch
class 			__a  (    unittest.TestCase       ,   A__       ):







 def 					__lowercase					(		self					:   Any						):


      '''simple docstring'''






      UpperCamelCase__			:   Dict       				=  load_tool("text-to-speech"						)
      self.tool.setup()







 def 					__lowercase					(		self					:   Union[str, Any]						):


      '''simple docstring'''






      torch.manual_seed(0						)
      UpperCamelCase__			:   Union[str, Any]       				=  self.tool("hey"						)
      UpperCamelCase__			:   Any       				=  result.to_raw()
      self.assertTrue(
          torch.allclose(
              resulting_tensor[:3]							,   torch.tensor([-0.0_0_0_5_9_6_6_6_6_8_8_3_2_1_1_5_8_2_9, -0.0_0_0_3_6_5_7_6_4_0_1_9_0_7_9_5_0_6_4, -0.0_0_0_1_3_4_3_9_5_0_2_7_9_9_8_8_3_4_8_5]						)							,   )						)







 def 					__lowercase					(		self					:   List[Any]						):


      '''simple docstring'''






      torch.manual_seed(0						)
      UpperCamelCase__			:   List[Any]       				=  self.tool("hey"						)
      UpperCamelCase__			:   int       				=  result.to_raw()
      self.assertTrue(
          torch.allclose(
              resulting_tensor[:3]							,   torch.tensor([-0.0_0_0_5_9_6_6_6_6_8_8_3_2_1_1_5_8_2_9, -0.0_0_0_3_6_5_7_6_4_0_1_9_0_7_9_5_0_6_4, -0.0_0_0_1_3_4_3_9_5_0_2_7_9_9_8_8_3_4_8_5]						)							,   )						)