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BAAI-OpenPlatform avatar BAAI-OpenPlatform commented on August 28, 2024

你好，有的
可以用superglue的数据集，其中很多都是文本分类任务。这些在FlagAI里是可以自动下载的，数据集介绍见：https://github.com/FlagAI-Open/FlagAI/blob/master/doc_zh/DATASET_EXAMPLE.md

代码参考：https://github.com/FlagAI-Open/FlagAI/blob/master/examples/glm_superglue/train_qqp_pytorch.py，download_path可以改成自己设置的路径

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lmolhw5252 avatar lmolhw5252 commented on August 28, 2024

好的谢谢~

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lmolhw5252 avatar lmolhw5252 commented on August 28, 2024

另外，在尝试使用roberta_semantic_matching训练时，产生如下问题：

Traceback (most recent call last):
  File "train.py", line 109, in <module>
    main()
  File "train.py", line 101, in main
    trainer.train(model,
  File "/root/anaconda3/envs/py38/lib/python3.8/site-packages/flagai/trainer.py", line 646, in train
    self.evaluate_and_print_results(
  File "/root/anaconda3/envs/py38/lib/python3.8/site-packages/flagai/trainer.py", line 1104, in evaluate_and_print_results
    eval_dict = self.evaluate(forward_step_func=forward_step_func,
  File "/root/anaconda3/envs/py38/lib/python3.8/site-packages/flagai/trainer.py", line 1012, in evaluate
    loss_mask = data_iterator['loss_mask']
KeyError: 'loss_mask'

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BAAI-OpenPlatform avatar BAAI-OpenPlatform commented on August 28, 2024

pull最新版本的flagai, 然后在根目录下python setup.py install安装最新版本

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lmolhw5252 avatar lmolhw5252 commented on August 28, 2024

已安装版本FlagAI==1.6.1，还是有这个问题

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lmolhw5252 avatar lmolhw5252 commented on August 28, 2024

执行example下的glm_superglue的train_large_clue.py文件，同样有这种问题。

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BAAI-OpenPlatform avatar BAAI-OpenPlatform commented on August 28, 2024

最新版本的flagai/trainer.py里这一行已经没有了：loss_mask = data_iterator['loss_mask']，所以可能是你没有安装到最新版本，可以先pip uninstall flagai, 然后再安装
或者直接把flagai/trainer.py里这一行去掉再重新安装就行

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lmolhw5252 avatar lmolhw5252 commented on August 28, 2024

好的，谢谢~

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