olivia-fsm / doge Goto Github PK
View Code? Open in Web Editor NEWCodebase for ICML submission "DOGE: Domain Reweighting with Generalization Estimation"
License: MIT License
Codebase for ICML submission "DOGE: Domain Reweighting with Generalization Estimation"
License: MIT License
Hi @Olivia-fsm, thank you for sharing your great work.
I am running your provided code on the 6B version of the SlimPajama data set and obtained <= 7. ppl across all domains. I am wondering if this is an unexpected behavior (your reported ppl for C4 and CC are >40).
Besides, could you please share your *bin files for the 627B SlimPajama? The processing time for the dataset is too long is my machine so it would be great if you could also share them with me.
Thank you in advance.
Hi @Olivia-fsm, could you add your evaluation scripts for few-shot performance evaluation (e.g. COPA, SciQ, LogicQA...)
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