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lhao499 avatar lhao499 commented on May 18, 2024

Thanks for the nice words.

Yeah the validation split is used for evaluation, with instruction being 'a good summary is:'. For evaluation on hh-rlhf , the choice template is 'The following is a dialogue: {dialogue}. This dialogue is {choice}', where choice is either 'good' or 'bad' chosen per likelihood.

from chain-of-hindsight.

jiacheng-ye avatar jiacheng-ye commented on May 18, 2024

Thanks.
I notice that there can be multiple summaries in the validation set for the same document spanning in different instances, however, I guess maybe only the "policy"="ref" one is the human-written one? Did you preprocess first to get the "ref" summary for each document (which will reduce the validation set) or just use the higher-scored summary as the oracle in each instance (which may not be human-written like the following fig)?
image
image

from chain-of-hindsight.

lhao499 avatar lhao499 commented on May 18, 2024

I apologize for the delay. We choose the higher scored summary as oracle in our experiments.

from chain-of-hindsight.

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