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can not reproduce the the result of roberta large on dataste sst-2 #34

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itongggg opened this issue Jul 9, 2024 · 2 comments
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@itongggg
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itongggg commented Jul 9, 2024

my transformers version == 4.28.1
i run the the following command
TASK=SST-2 K=16 SEED=42 BS=64 LR=1e-6 EPS=1e-3 MODEL=roberta-large bash mezo.sh
get the test acc 70.2 which in your paper is 89.6 (1.2)
i did not modify any scripts or files, should i ?

@gaotianyu1350
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Can you try the full grid lr = {1e−7, 1e−6, 1e−5} (Table 15 from our paper)?

@shawnnn3di
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shawnnn3di commented Aug 29, 2024

I can't reproduce the result either. However after degrading my Python, PyTorch and Transformers packages the results are good. Weird.

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