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text-similar-transfer-learning's Introduction

================readme==================

利用迁移学习的**,网络先在一个大的训练 集上训练出一个基模型,然后在目标数据集上 训练的时候,将基模型的参数作为目标任务的 参数的初始值。

**注:由于排序模型和分类模型不同,在目标 数据集上训练的时候,可以将整个网络的参数 restore,而不需要取其中的部分。即大数据 和目标数据集是共享网络的

=================run=====================

#领域模型训练

python train_domain.py --model_version=xxx

#训练好之后选择在验证集上表现最好的模型 #训练目标数据集的时候

python train.py --model_version=xxx

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