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Questions about replicating NLU experiments #177

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lky-violet opened this issue Jun 22, 2024 · 0 comments
Open

Questions about replicating NLU experiments #177

lky-violet opened this issue Jun 22, 2024 · 0 comments

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@lky-violet
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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?
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