Changes on #619 #638
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Changes on #619 #638
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theblackcat102
approved these changes
Jan 12, 2023
Yes, I did some experiments finetuning Roberta-Large on GLUE. In that case, PolyLoss improved the results quite a bit: Also, there is Sharpness Aware Minimization which we can use during fine-tuning. There is a paper showing that it improves generalization. To implement this, the _inner_training_loop function of the Huggingface Trainer must be overridden. I can do this, but did not want to implement it before feedback on this idea. |
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Very cool results! Haven't tried SAM before, but I guess it doesn't hurt to try. I would say it is not a priority, but we can parallelize things for sure! |
x64x2
approved these changes
Jan 12, 2023
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@ekurtulus I made some changes on #619. Feel free to edit/remove anything.