



"""simple docstring"""







import unittest
from pathlib import Path
from tempfile import TemporaryDirectory
from unittest.mock import Mock, patch

import diffusers.utils.hub_utils





class    UpperCamelCase     (			unittest.TestCase    ):




	"""simple docstring"""






	@patch("""diffusers.utils.hub_utils.get_full_repo_name"""					)
	def 					lowerCamelCase__ (			self							,UpperCAmelCase_					):
			_lowercase							:      List[Any]			=					"""full_repo_name"""
			with TemporaryDirectory() as tmpdir:
					# Dummy args values
					_lowercase							:      Optional[Any]			=					Mock()
					_lowercase							:      int			=					tmpdir
					_lowercase							:      int			=					0
					_lowercase							:      Optional[Any]			=					"""hub_token"""
					_lowercase							:      Optional[Any]			=					"""dataset_name"""
					_lowercase							:      List[Any]			=					0.01
					_lowercase							:      Tuple			=					10_00_00
					_lowercase							:      Optional[Any]			=					1_00_00
					_lowercase							:      Optional[int]			=					0.01
					_lowercase							:      Tuple			=					0.02
					_lowercase							:      int			=					0.03
					_lowercase							:      Optional[int]			=					0.0005
					_lowercase							:      Tuple			=					0.000001
					_lowercase							:      int			=					1
					_lowercase							:      List[str]			=					10
					_lowercase							:      Optional[Any]			=					0.001
					_lowercase							:      int			=					0.1
					_lowercase							:      Optional[Any]			=					0.2
					_lowercase							:      Tuple			=					True

					# Model card mush be rendered and saved
					diffusers.utils.hub_utils.create_model_card(UpperCAmelCase_							,model_name="""model_name"""					)
					self.assertTrue((Path(UpperCAmelCase_					) / """README.md""").is_file()					)








"""simple docstring"""







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


UpperCAmelCase:   Dict       			=							logging.get_logger(__name__)

UpperCAmelCase:   Optional[Any]       			=							{
    """facebook/opt-125m""": """https://huggingface.co/facebook/opt-125m/blob/main/config.json""",
    """facebook/opt-350m""": """https://huggingface.co/facebook/opt-350m/blob/main/config.json""",
    """facebook/opt-1.3b""": """https://huggingface.co/facebook/opt-1.3b/blob/main/config.json""",
    """facebook/opt-2.7b""": """https://huggingface.co/facebook/opt-2.7b/blob/main/config.json""",
    """facebook/opt-6.7b""": """https://huggingface.co/facebook/opt-6.7b/blob/main/config.json""",
    """facebook/opt-13b""": """https://huggingface.co/facebook/opt-13b/blob/main/config.json""",
}





class    UpperCamelCase     (			snake_case    ):




	"""simple docstring"""
	SCREAMING_SNAKE_CASE_				:    Dict		    =   "opt"
	SCREAMING_SNAKE_CASE_				:    List[str]		    =   ["past_key_values"]






	def __init__(			self							,UpperCAmelCase_=5_02_72							,UpperCAmelCase_=7_68							,UpperCAmelCase_=12							,UpperCAmelCase_=30_72							,UpperCAmelCase_=20_48							,UpperCAmelCase_=True							,UpperCAmelCase_=False							,UpperCAmelCase_=None							,UpperCAmelCase_=0.1							,UpperCAmelCase_=0.0							,UpperCAmelCase_=12							,UpperCAmelCase_="relu"							,UpperCAmelCase_=0.0							,UpperCAmelCase_=0.02							,UpperCAmelCase_=True							,UpperCAmelCase_=1							,UpperCAmelCase_=2							,UpperCAmelCase_=2							,UpperCAmelCase_=True							,UpperCAmelCase_=True							,**UpperCAmelCase_							,):
			super().__init__(
			    pad_token_id=UpperCAmelCase_							,bos_token_id=UpperCAmelCase_							,eos_token_id=UpperCAmelCase_							,**UpperCAmelCase_							,)
			_lowercase							:      Optional[Any]			=					vocab_size
			_lowercase							:      Tuple			=					max_position_embeddings
			_lowercase							:      Union[str, Any]			=					num_attention_heads
			_lowercase							:      List[str]			=					word_embed_proj_dim if word_embed_proj_dim is not None else hidden_size
			_lowercase							:      List[str]			=					ffn_dim
			_lowercase							:      List[str]			=					hidden_size
			_lowercase							:      List[Any]			=					num_hidden_layers
			_lowercase							:      List[Any]			=					dropout
			_lowercase							:      str			=					attention_dropout
			_lowercase							:      List[Any]			=					activation_function
			_lowercase							:      int			=					init_std
			_lowercase							:      List[Any]			=					layerdrop
			_lowercase							:      Tuple			=					use_cache
			_lowercase							:      Any			=					do_layer_norm_before
			# We keep these variables at `True` for backward compatibility.
			_lowercase							:      int			=					enable_bias
			_lowercase							:      str			=					layer_norm_elementwise_affine

			# Note that the only purpose of `_remove_final_layer_norm` is to keep backward compatibility
			# with checkpoints that have been fine-tuned before transformers v4.20.1
			# see https://github.com/facebookresearch/metaseq/pull/164
			_lowercase							:      Optional[Any]			=					_remove_final_layer_norm



