Can't reproduce the results for GLUE and hyperparameter misalignment

[nbasyl]

Hi, Thanks for the great work.

I am trying to reproduce the result of Roberta-large on the NLU tasks, however, I got a CoLA score = 0 and MNLI = 31.3 using the provided finetuning scripts, and then I found out that there are misalignments between the hyperparameters in the provided training scripts and those on the paper. For example, in roberta_large_cola.sh the lr is set to 3e-4, but in the paper, it is set to 2e-4. Which settings should I follow to reproduce the reported result?

looking forward to your reply!

Best, Sean