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qianyan_similarity's Introduction

qianyan_similarity

1. 项目介绍

千言数据集：文本相似度比赛

比赛连接：https://aistudio.baidu.com/aistudio/competition/detail/45/0/task-definition

2. 执行流程

数据准备:
PYTHONPATH=./ python data_process/prepare_train_data.py

数据增强: 可以跳过
PYTHONPATH=./ python data_process/data_augmentation.py

模型训练:
nohup sh run.sh&

推理:
PYTHONPATH=./ python extends/predictor.py

3. 对比学习

数据准备:
PYTHONPATH=./ python data_process/prepare_simcse_data.py

模型训练:
nohup python run_simcse.py 0&

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