






import json
from typing import TYPE_CHECKING, List, Optional, Tuple

from tokenizers import pre_tokenizers

from ...tokenization_utils_fast import PreTrainedTokenizerFast
from ...utils import logging


if TYPE_CHECKING:
     from transformers.pipelines.conversational import Conversation


lowerCamelCase__							=     logging.get_logger(__name__)

lowerCamelCase__							=     {"""vocab_file""": """vocab.json""", """merges_file""": """merges.txt""", """tokenizer_file""": """tokenizer.json"""}

lowerCamelCase__							=     {
    """tokenizer_file""": {
        """EleutherAI/gpt-neox-20b""": """https://huggingface.co/EleutherAI/gpt-neox-20b/resolve/main/tokenizer.json""",
    },
}

lowerCamelCase__							=     {
    """gpt-neox-20b""": 2048,
}




class 			snake_case__   (							lowercase_):

       '''simple docstring'''
       lowerCamelCase							:				str 				= VOCAB_FILES_NAMES
       lowerCamelCase							:				List[str] 				= PRETRAINED_VOCAB_FILES_MAP
       lowerCamelCase							:				List[Any] 				= PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
       lowerCamelCase							:				List[Any] 				= ["input_ids", "attention_mask"]



       def __init__(							self			,						a__=None			,						a__=None			,						a__=None			,						a__="<|endoftext|>"			,						a__="<|endoftext|>"			,						a__="<|endoftext|>"			,						a__=False			,						**a__			,						) ->      Optional[int]:






            '''simple docstring'''





            super().__init__(
                a__			,						a__			,						tokenizer_file=a__			,						unk_token=a__			,						bos_token=a__			,						eos_token=a__			,						add_prefix_space=a__			,						**a__			,						)

            __snake_case			:Any          =						json.loads(self.backend_tokenizer.pre_tokenizer.__getstate__()    )
            if pre_tok_state.get("""add_prefix_space"""			,						a__    ) != add_prefix_space:
                 __snake_case			:int          =						getattr(a__			,						pre_tok_state.pop("""type"""    )    )
                 __snake_case			:str          =						add_prefix_space
                 __snake_case			:int          =						pre_tok_class(**a__    )

            __snake_case			:List[Any]          =						add_prefix_space



       def 					__lowercase						(							self			,						a__			,						a__ = None    ) ->      Tuple[str]:






            '''simple docstring'''





            __snake_case			:int          =						self._tokenizer.model.save(a__			,						name=a__    )
            return tuple(a__    )



       def 					__lowercase						(							self			,						a__    ) ->      List[int]:






            '''simple docstring'''





            __snake_case			:List[str]          =						[]
            for is_user, text in conversation.iter_texts():
                 input_ids.extend(self.encode(a__			,						add_special_tokens=a__    ) + [self.eos_token_id]    )

            if len(a__    ) > self.model_max_length:
                 __snake_case			:Optional[Any]          =						input_ids[-self.model_max_length :]
            return input_ids










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


lowerCamelCase__							=     logging.get_logger(__name__)

lowerCamelCase__							=     {
    """uclanlp/visualbert-vqa""": """https://huggingface.co/uclanlp/visualbert-vqa/resolve/main/config.json""",
    """uclanlp/visualbert-vqa-pre""": """https://huggingface.co/uclanlp/visualbert-vqa-pre/resolve/main/config.json""",
    """uclanlp/visualbert-vqa-coco-pre""": (
        """https://huggingface.co/uclanlp/visualbert-vqa-coco-pre/resolve/main/config.json"""
    ),
    """uclanlp/visualbert-vcr""": """https://huggingface.co/uclanlp/visualbert-vcr/resolve/main/config.json""",
    """uclanlp/visualbert-vcr-pre""": """https://huggingface.co/uclanlp/visualbert-vcr-pre/resolve/main/config.json""",
    """uclanlp/visualbert-vcr-coco-pre""": (
        """https://huggingface.co/uclanlp/visualbert-vcr-coco-pre/resolve/main/config.json"""
    ),
    """uclanlp/visualbert-nlvr2""": """https://huggingface.co/uclanlp/visualbert-nlvr2/resolve/main/config.json""",
    """uclanlp/visualbert-nlvr2-pre""": """https://huggingface.co/uclanlp/visualbert-nlvr2-pre/resolve/main/config.json""",
    """uclanlp/visualbert-nlvr2-coco-pre""": (
        """https://huggingface.co/uclanlp/visualbert-nlvr2-coco-pre/resolve/main/config.json"""
    )
    # See all VisualBERT models at https://huggingface.co/models?filter=visual_bert
}




class 			snake_case__   (							lowercase_):

       '''simple docstring'''
       lowerCamelCase							:				Optional[int] 				= "visual_bert"



       def __init__(							self			,						a__=3_05_22			,						a__=7_68			,						a__=5_12			,						a__=12			,						a__=12			,						a__=30_72			,						a__="gelu"			,						a__=0.1			,						a__=0.1			,						a__=5_12			,						a__=2			,						a__=0.02			,						a__=1e-12			,						a__=False			,						a__=True			,						a__=1			,						a__=0			,						a__=2			,						**a__			,						) ->      Any:






            '''simple docstring'''





            super().__init__(pad_token_id=a__			,						bos_token_id=a__			,						eos_token_id=a__			,						**a__    )

            __snake_case			:Tuple          =						vocab_size
            __snake_case			:Any          =						max_position_embeddings
            __snake_case			:int          =						hidden_size
            __snake_case			:List[str]          =						visual_embedding_dim
            __snake_case			:List[str]          =						num_hidden_layers
            __snake_case			:Tuple          =						num_attention_heads
            __snake_case			:str          =						intermediate_size
            __snake_case			:Union[str, Any]          =						hidden_act
            __snake_case			:Union[str, Any]          =						hidden_dropout_prob
            __snake_case			:str          =						attention_probs_dropout_prob
            __snake_case			:Tuple          =						initializer_range
            __snake_case			:str          =						type_vocab_size
            __snake_case			:Optional[Any]          =						layer_norm_eps
            __snake_case			:Union[str, Any]          =						bypass_transformer
            __snake_case			:Tuple          =						special_visual_initialize


