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Published 20 hours ago • verified publisher icon sunnweiwei

Unable to reproduce the results from the paper

Open sina-nabavi opened this issue 1 year ago • 1 comments

I am unable to reproduce the scores on paper Table 13 using your pre-trained "deberta-10k-rank_net" model. I use the deberta-10k-rank_net function, but the scores that I get are lower.

Moreover, what is the difference between "deberta-v3-large 5K" and "deberta-v3-large 5K label" in the table? image

sina-nabavi avatar Mar 19 '24 18:03 sina-nabavi

Hi,

Could you please share the hyperparams used to train the model?

Regarding the figure, the DeBERTa Label 5K (in blue) denotes the model trained using the same hyperparams as the red one but using the MS Marco labels instead of GPT-3.5 predicted labels.

sunnweiwei avatar Apr 09 '24 09:04 sunnweiwei