[논문 리뷰]/자연어처리

[논문 리뷰] DoRA: Weight-Decomposed Low-Rank Adaptation

johyeongseob 2024. 12. 27. 16:44

논문: https://arxiv.org/abs/2402.09353

 

저자: Shih-Yang Liu 1 2 Chien-Yi Wang 1 Hongxu Yin 1 Pavlo Molchanov 1 Yu-Chiang Frank Wang 1 Kwang-Ting Cheng 2 Min-Hung Chen 1 (1: NVIDIA, 2: HKUST)

 

인용: Liu, Shih-Yang, et al. "Dora: Weight-decomposed low-rank adaptation." arXiv preprint arXiv:2402.09353 (2024).

 

깃허브: https://github.com/nbasyl/DoRA

 

참고글1: https://discuss.pytorch.kr/t/dora-lora-weight-decomposed-low-rank-adaptation/3528

참고글2: https://kimjy99.github.io/%EB%85%BC%EB%AC%B8%EB%A6%AC%EB%B7%B0/dora/

 

 

0. 초록 (Abstract)

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