AttributeError: 'TrainOutput' object has no attribute 'metrics' when finetune custom dataset

🀗Transformers
1

Hi,
I’m try to finetune Bert on sst2 dataset by using run_glue.py (https://github.com/huggingface/transformers/blob/master/examples/text-classification/run_glue.py).
I randomly pick 1% train data and 10 validation data from sst2 original dataset, and build them as csv. file with label and sentence columns.

Here is my finetune setting:
image

But there is an error occurred:
Traceback (most recent call last):
File “run_glue.py”, line 432, in
main()
File “run_glue.py”, line 356, in main
metrics = train_result.metrics
AttributeError: ‘TrainOutput’ object has no attribute ‘metrics’

I run all these scripts on colab pro

2

Hi

Could you post your transformers version. Also to run the examples you should install transformers from source.

3

Thanks for your reply!!
My transformers is the newest version 4.1.1.
And I think I figure out why the error occured, because my label column index is 0 and sentence column is 1, the default setting is that the label column index should be 1 and sentence column index should be 0.

4

The newest version can not be enough, you need a source install. In this case, the metrics have been added to the TrainiOutput very recently.