hezar.models.backbone.distilbert.distilbert_config module

class hezar.models.backbone.distilbert.distilbert_config.DistilBERTConfig(task: str = <TaskType.LANGUAGE_MODELING: 'language_modeling'>, activation: str = 'gelu', attention_dropout: float = 0.1, dim: int = 768, dropout: float = 0.1, hidden_dim: int = 3072, initializer_range: float = 0.02, max_position_embeddings: int = 512, n_heads: int = 12, n_layers: int = 6, output_past: bool = True, pad_token_id: int = 0, qa_dropout: float = 0.1, tie_weights_: bool = True, vocab_size: int = 42000)

Bases: ModelConfig

activation: str = 'gelu'

attention_dropout: float = 0.1

dim: int = 768

dropout: float = 0.1

hidden_dim: int = 3072

initializer_range: float = 0.02

max_position_embeddings: int = 512

n_heads: int = 12

n_layers: int = 6

name: str = 'distilbert'

output_past: bool = True

pad_token_id: int = 0

qa_dropout: float = 0.1

task: str = 'language_modeling'

tie_weights_: bool = True

vocab_size: int = 42000