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from typing import Literal
from transformers import PretrainedConfig


class Cogvlm2(PretrainedConfig):
    _auto_class = "AutoConfig"

    def __init__(

            self,

            vocab_size=128256,

            hidden_size=4096,

            intermediate_size=14336,

            num_hidden_layers=32,

            num_attention_heads=32,

            num_multi_query_heads=8,

            hidden_act='silu',

            max_position_embeddings=8192,

            initializer_range=0.02,

            rms_norm_eps=1e-05,

            template_version: Literal["base", "chat"] = "chat",

            bos_token_id=128000,

            eos_token_id=128001,

            tie_word_embeddings=False,

            use_cache=True,

            **kwargs,

    ):
        self.hidden_size = hidden_size
        self.intermediate_size = intermediate_size
        self.num_attention_heads = num_attention_heads
        self.num_multi_query_heads = num_multi_query_heads
        self.max_position_embeddings = max_position_embeddings
        self.rms_norm_eps = rms_norm_eps
        self.initializer_range = initializer_range
        self.vocab_size = vocab_size
        self.num_hidden_layers = num_hidden_layers
        self.hidden_act = hidden_act
        self.template_version = template_version
        self.use_cache = use_cache
        super().__init__(
            bos_token_id=bos_token_id,
            eos_token_id=eos_token_id,
            tie_word_embeddings=tie_word_embeddings,
            **kwargs,
        )