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LittlePeaPea avatar LittlePeaPea commented on September 24, 2024

Hi, I'm trying to reproduce the result of XSUM from scratch too, using recommended parameters in README. But I cannot reproduce the ROUGE score, which is much lower than the score reported in the paper. Any suggestions? @qiweizhen , thank you!

from prophetnet.

lzh0525 avatar lzh0525 commented on September 24, 2024

Diffusion models w/o pre-training often require more training steps. If you want to reproduce the results from scratch, you need to set the --lr_anneal_steps to more (e.g. Xsum 400k steps). We hope this suggestion can help you.
We have noticed that our description of training from scratch in README have caused some misunderstandings, and we will update and correct them in the next version. Thank you for your feedback.

from prophetnet.

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