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from transformers.models.bert.configuration_bert import BertConfig
class MoeBertConfig(BertConfig):
"""
Extension of Bert configuration to add projections parameter.
"""
model_type = "bert_moe"
def __init__(
self,
moebert_expert_num = 16,
moebert_route_method = gate-token,
moebert_expert_dropout = 0.1,
moebert_expert_dim = 128,
moebert_route_hash_list = None,
moebert_share_importance = 0.5,
moebert_load_importance = None,
**kwargs
):
super().__init__(**kwargs)
self.moebert_expert_num = moebert_expert_num
self.moebert_route_method = moebert_route_method
self.moebert_expert_dropout = moebert_expert_dropout
self.moebert_expert_dim = moebert_expert_dim
self.moebert_route_hash_list = moebert_route_hash_list
self.moebert_share_importance = moebert_share_importance
self.moebert_load_importance = moebert_load_importance
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