""" GPT1 model configuration """ | |
from transformers.configuration_utils import PretrainedConfig | |
class GPT1Config(PretrainedConfig): | |
model_type = "gpt1" | |
def __init__( | |
self, | |
vocab_size=40000, | |
hidden_size=768, | |
intermediate_size=3072, | |
num_hidden_layers=12, | |
num_attention_heads=12, | |
resid_pdrop=0.1, | |
embd_pdrop=0.1, | |
attention_dropout=0.1, | |
hidden_act="gelu", | |
max_position_embeddings=512, | |
initializer_range=0.02, | |
layer_norm_eps=1e-5, | |
tie_word_embeddings=True, | |
**kwargs | |
): | |
self.vocab_size = vocab_size | |
self.hidden_size = hidden_size | |
self.intermediate_size = intermediate_size | |
self.num_hidden_layers = num_hidden_layers | |
self.num_attention_heads = num_attention_heads | |
self.resid_pdrop = resid_pdrop | |
self.embd_pdrop = embd_pdrop | |
self.attention_dropout = attention_dropout | |
self.hidden_act = hidden_act | |
self.max_position_embeddings = max_position_embeddings | |
self.initializer_range = initializer_range | |
self.layer_norm_eps = layer_norm_eps | |
super().__init__( | |
tie_word_embeddings=tie_word_embeddings, | |
**kwargs, | |
) | |