from transformers.configuration_utils import PretrainedConfig


class UbkeConfig(PretrainedConfig):
    model_type = "ubke"

    def __init__(
        self,
        vocab_size=50267,
        entity_vocab_size=500000,
        num_category_entities=0,
        hidden_size=768,
        entity_emb_size=256,
        num_hidden_layers=12,
        num_attention_heads=12,
        intermediate_size=3072,
        hidden_act="gelu",
        hidden_dropout_prob=0.1,
        attention_probs_dropout_prob=0.1,
        max_position_embeddings=512,
        type_vocab_size=2,
        initializer_range=0.02,
        layer_norm_eps=1e-12,
        use_entity_aware_attention=True,
        classifier_dropout=None,
        normalize_entity_embeddings=False,
        entity_temperature=1.0,
        pad_token_id=1,
        bos_token_id=0,
        eos_token_id=2,
        **kwargs,
    ):
        super().__init__(
            pad_token_id=pad_token_id,
            bos_token_id=bos_token_id,
            eos_token_id=eos_token_id,
            **kwargs,
        )

        self.vocab_size = vocab_size
        self.entity_vocab_size = entity_vocab_size
        self.num_category_entities = num_category_entities
        self.hidden_size = hidden_size
        self.entity_emb_size = entity_emb_size
        self.num_hidden_layers = num_hidden_layers
        self.num_attention_heads = num_attention_heads
        self.hidden_act = hidden_act
        self.intermediate_size = intermediate_size
        self.hidden_dropout_prob = hidden_dropout_prob
        self.attention_probs_dropout_prob = attention_probs_dropout_prob
        self.max_position_embeddings = max_position_embeddings
        self.type_vocab_size = type_vocab_size
        self.initializer_range = initializer_range
        self.layer_norm_eps = layer_norm_eps
        self.use_entity_aware_attention = use_entity_aware_attention
        self.classifier_dropout = classifier_dropout
        self.normalize_entity_embeddings = normalize_entity_embeddings
        self.entity_temperature = entity_temperature