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from transformers import PretrainedConfig
class LstmConfig(PretrainedConfig):
model_type = "lstm"
def __init__(
self,
num_hidden_layers=16,
hidden_size = 640,
vocab_size = 128256,
intermediate_size = 2560,
pad_token_id = 128004,
bos_token_id = 128000,
eos_token_id = 128001,
initializer_range = 0.02,
initializer_gain = 1,
tie_word_embeddings = True,
**kwargs,
):
self.hidden_size = hidden_size
self.num_hidden_layers = num_hidden_layers
self.vocab_size = vocab_size
self.intermediate_size = intermediate_size
self.initializer_range = initializer_range
self.initializer_gain = initializer_gain
self.tie_word_embeddings = tie_word_embeddings
super().__init__(
pad_token_id=pad_token_id,
bos_token_id=bos_token_id,
eos_token_id=eos_token_id,
tie_word_embeddings=tie_word_embeddings,
**kwargs,
) |