



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


lowercase_								=     logging.get_logger(__name__)

lowercase_								=     {
    """tanreinama/GPTSAN-2.8B-spout_is_uniform""": (
        """https://huggingface.co/tanreinama/GPTSAN-2.8B-spout_is_uniform/resolve/main/config.json"""
    ),
}
class 				_snake_case			(					lowercase__):
				UpperCamelCase__				:					int     		="""gptsan-japanese"""
				UpperCamelCase__				:					str     		=[
				    """past_key_values""",
				]
				UpperCamelCase__				:					Union[str, Any]     		={
				    """hidden_size""": """d_model""",
				    """num_attention_heads""": """num_heads""",
				    """num_hidden_layers""": """num_layers""",
				}




				def __init__(						self					:						str,					__lowercase					:						Any=3_6000,					__lowercase					:						List[str]=1280,					__lowercase					:						int=1024,					__lowercase					:						List[str]=8192,					__lowercase					:						Optional[Any]=4096,					__lowercase					:						Tuple=128,					__lowercase					:						Any=10,					__lowercase					:						Optional[Any]=0,					__lowercase					:						int=16,					__lowercase					:						int=16,					__lowercase					:						Optional[Any]=128,					__lowercase					:						int=0.0,					__lowercase					:						Optional[Any]=1e-5,					__lowercase					:						int=False,					__lowercase					:						Union[str, Any]=0.0,					__lowercase					:						Dict="float32",					__lowercase					:						Any=False,					__lowercase					:						Any=False,					__lowercase					:						Any=False,					__lowercase					:						Any=0.002,					__lowercase					:						int=False,					__lowercase					:						Optional[Any]=True,					__lowercase					:						str=3_5998,					__lowercase					:						List[str]=3_5995,					__lowercase					:						Union[str, Any]=3_5999,					**__lowercase					:						Tuple,					):
							lowercase__					  =				vocab_size
							lowercase__					  =				max_position_embeddings
							lowercase__					  =				d_model
							lowercase__					  =				d_ff
							lowercase__					  =				d_ext
							lowercase__					  =				d_spout
							lowercase__					  =				num_switch_layers
							lowercase__					  =				num_ext_layers
							lowercase__					  =				num_switch_layers + num_ext_layers
							lowercase__					  =				num_heads
							lowercase__					  =				num_experts
							lowercase__					  =				expert_capacity
							lowercase__					  =				dropout_rate
							lowercase__					  =				layer_norm_epsilon
							lowercase__					  =				router_bias
							lowercase__					  =				router_jitter_noise
							lowercase__					  =				router_dtype
							lowercase__					  =				router_ignore_padding_tokens
							lowercase__					  =				output_hidden_states
							lowercase__					  =				output_attentions
							lowercase__					  =				initializer_factor
							lowercase__					  =				output_router_logits
							lowercase__					  =				use_cache

							super().__init__(
							    separator_token_id=__lowercase,					pad_token_id=__lowercase,					eos_token_id=__lowercase,					**__lowercase,					)









import os
import unittest

from transformers.models.transfo_xl.tokenization_transfo_xl import VOCAB_FILES_NAMES, TransfoXLTokenizer

from ...test_tokenization_common import TokenizerTesterMixin
class 				_snake_case			(					lowercase__    ,	unittest.TestCase):
				UpperCamelCase__				:					Dict     		=TransfoXLTokenizer
				UpperCamelCase__				:					List[Any]     		=False
				UpperCamelCase__				:					List[Any]     		=False




				def 							A__      (						self					:						Union[str, Any]						):
							super().setUp()

							lowercase__					  =				[
							    "<unk>",
							    "[CLS]",
							    "[SEP]",
							    "want",
							    "unwanted",
							    "wa",
							    "un",
							    "running",
							    ",",
							    "low",
							    "l",
							]
							lowercase__					  =				os.path.join(self.tmpdirname,					VOCAB_FILES_NAMES["vocab_file"]						)
							with open(self.vocab_file,					"w",					encoding="utf-8"						) as vocab_writer:
										vocab_writer.write("".join([x + "\n" for x in vocab_tokens]						)						)




				def 							A__      (						self					:						Union[str, Any],					**__lowercase					:						Any						):
							lowercase__					  =				True
							return TransfoXLTokenizer.from_pretrained(self.tmpdirname,					**__lowercase						)




				def 							A__      (						self					:						Tuple,					__lowercase					:						Optional[int]						):
							lowercase__					  =				"<unk> UNwanted , running"
							lowercase__					  =				"<unk> unwanted, running"
							return input_text, output_text




				def 							A__      (						self					:						str						):
							lowercase__					  =				TransfoXLTokenizer(vocab_file=self.vocab_file,					lower_case=__lowercase						)

							lowercase__					  =				tokenizer.tokenize("<unk> UNwanted , running"						)
							self.assertListEqual(__lowercase,					["<unk>", "unwanted", ",", "running"]						)

							self.assertListEqual(tokenizer.convert_tokens_to_ids(__lowercase						),					[0, 4, 8, 7]						)




				def 							A__      (						self					:						Tuple						):
							lowercase__					  =				TransfoXLTokenizer(lower_case=__lowercase						)

							self.assertListEqual(
							    tokenizer.tokenize(" \tHeLLo ! how  \n Are yoU ?  "						),					["hello", "!", "how", "are", "you", "?"]						)




				def 							A__      (						self					:						Tuple						):
							lowercase__					  =				TransfoXLTokenizer(lower_case=__lowercase						)

							self.assertListEqual(
							    tokenizer.tokenize(" \tHeLLo ! how  \n Are yoU ?  "						),					["HeLLo", "!", "how", "Are", "yoU", "?"]						)




				def 							A__      (						self					:						str						):
							lowercase__					  =				TransfoXLTokenizer(lower_case=__lowercase						)
							lowercase__					  =				"Hello (bracket) and side-scrolled [and] Henry's $5,000 with 3.34 m. What's up!?"
							lowercase__					  =				[
							    "Hello",
							    "(",
							    "bracket",
							    ")",
							    "and",
							    "side",
							    "@-@",
							    "scrolled",
							    "[",
							    "and",
							    "]",
							    "Henry",
							    "'s",
							    "$",
							    "5",
							    "@,@",
							    "000",
							    "with",
							    "3",
							    "@.@",
							    "34",
							    "m",
							    ".",
							    "What",
							    "'s",
							    "up",
							    "!",
							    "?",
							]

							self.assertListEqual(tokenizer.tokenize(__lowercase						),					__lowercase						)

							self.assertEqual(tokenizer.convert_tokens_to_string(__lowercase						),					__lowercase						)




				def 							A__      (						self					:						List[str]						):
							lowercase__					  =				self.get_tokenizer()
							lowercase__					  =				len(__lowercase						)

							tokenizer.add_tokens(["new1", "new2"]						)
							tokenizer.move_added_token("new1",					1						)

							# Check that moved token is not copied (duplicate)
							self.assertEqual(len(__lowercase						),					original_len + 2						)
							# Check that token is moved to specified id
							self.assertEqual(tokenizer.encode("new1"						),					[1]						)
							self.assertEqual(tokenizer.decode([1]						),					"new1"						)




