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GaLore$+$: Boosting Low-Rank Adaptation for LLMs with Cross-Head Projection

GaLore+++: Boosting Low-Rank Adaptation for LLMs with Cross-Head Projection

31 December 2024
Xutao Liao
Shaohui Li
Yuhui Xu
Zhi Li
Y. Liu
You He
    VLM
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Papers citing "GaLore$+$: Boosting Low-Rank Adaptation for LLMs with Cross-Head Projection"

2 / 2 papers shown
Title
LORENZA: Enhancing Generalization in Low-Rank Gradient LLM Training via Efficient Zeroth-Order Adaptive SAM
LORENZA: Enhancing Generalization in Low-Rank Gradient LLM Training via Efficient Zeroth-Order Adaptive SAM
Yehonathan Refael
Iftach Arbel
Ofir Lindenbaum
Tom Tirer
59
0
0
26 Feb 2025
CoLA: Compute-Efficient Pre-Training of LLMs via Low-Rank Activation
CoLA: Compute-Efficient Pre-Training of LLMs via Low-Rank Activation
Z. Liu
Ruijie Zhang
Z. Wang
Zi Yang
Paul Hovland
Bogdan Nicolae
Franck Cappello
Z. Zhang
37
0
0
16 Feb 2025
1