Add MoSLoRA (EMNLP 2024) #2294
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Add MoSLoRA (EMNLP 2024) #2294
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Thank you for resuming the work on MoSLoRA. I just want to let you know that we're currently on vacation and will review this next year. |
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Okay, enjoy your vacation. :) |
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Previous PR:
#2013
#1905
Paper: https://aclanthology.org/2024.emnlp-main.450/
Blog: https://zhuanlan.zhihu.com/p/704821936
TL, DR: We decompose LoRA into subspaces via structural re-parameterization and propose a simple yet effective MoSLoRA method, employing a learnable mixer to fuse more subspaces and more flexibly.
Sorry for the late submission. Based on the discussion in the previous PRs, I have implemented MoSLoRA in separate files. Also, I added test cases and expanded the documents with guidance on applying MoSLoRA.
Please help review the code. Thanks for your kind work and Merry Christmas.