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Possible error in Pythia-12B-deduped step 32000 #108

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smahdavi4 opened this issue Jun 6, 2023 · 2 comments
Closed

Possible error in Pythia-12B-deduped step 32000 #108

smahdavi4 opened this issue Jun 6, 2023 · 2 comments

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@smahdavi4
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Hi,

I was running some analysis on the intermediate checkpoints of Pythia-12B-deduped, and the checkpoint containing step 32000 is quite an outlier, which performs as strongly as the last checkpoints. I have attached an example screenshot which shows the accuracy of a task I am evaluating across model steps. This behavior happens across several different tasks I am testing. It somehow seems that this checkpoint might have been replaced with some other checkpoint (?). Could you please check this? Thanks.

Screenshot 2023-06-05 at 11 31 13 PM
@haileyschoelkopf
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Hi, thanks for raising this issue! I'm not sure what went wrong here, but I've uploaded the checkpoint again--testing its performance on LAMBADA now.

@smahdavi4
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Thanks for reuploading the checkpoint! The reuploaded one has a reasonable performance now.

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@smahdavi4 @haileyschoelkopf