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Questions about replicating NLU experiments

Open lky-violet opened this issue 8 months ago • 0 comments

Dear Author, Hello, I encountered the following issues while reproducing the NLU-deberta-v2-xxlarge experiment in the example folder:

  1. After running deberta_v2_xxlarge_mnli.sh file, I find it does not generate lora file such as deberta_v2_xxlarge_lora_mnli.bin. However generate whole model parameter in mnli/model path. I wonder if there is something wrong with my operation?
  2. In readme.md in NLU, the section "Evaluate the checkpoints" use do_eval parameter, however, should we use 'do_predict' instead?
  3. After submitting the result file on kaggle-mnli challenge, the result of the lora finetune only get public score:0.33156. This is a big difference from the results reported in the paper. I wonder if this is because of the hyperparameter selection (I didn't change the provided hyperparameters) or because of the first problem mentioned above?

lky-violet avatar Jun 22 '24 06:06 lky-violet