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Workshop
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Addax: Resource-Efficient Fine-Tuning of Language Models with a Combination of Forward-Backward and Forward-Only Passes
Zeman Li · Xinwei Zhang · Peilin Zhong · Yuan Deng · Vahab Mirrokni · Meisam Razaviyayn
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Workshop
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Addax: Resource-Efficient Fine-Tuning of Language Models with a Combination of Forward-Backward and Forward-Only Passes
Zeman Li · Xinwei Zhang · Peilin Zhong · Yuan Deng · Vahab Mirrokni · Meisam Razaviyayn
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Workshop
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TOU: Truncated-factorized reduction for an efficient-parameter model fine-tuning
Phuong Thi-Mai Nguyen · Minh-Son Dao · Koji Zettsu
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Workshop
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Accelerating Memory-Efficient LLM Training and Fine-Tuning via Tracking the Gradient Subspace
Sahar Rajabi · Sirisha Rambhatla
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Workshop
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Parameter-Efficient Fine-Tuning of State Space Models
Kevin Galim · Wonjun Kang · Yuchen Zeng · HYUNG IL KOO · Kangwook Lee
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Workshop
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Sat 10:42
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Parameter-Efficient Fine-Tuning of State Space Models
Kevin Galim · Jungtaek Kim · Wonjun Kang · Yuchen Zeng · HYUNG IL KOO · Kangwook Lee
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Workshop
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RGP: Achieving Memory-Efficient Model Fine-tuning Via Randomized Gradient Projection
Ali Saheb Pasand · Pouya Bashivan
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Workshop
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Memory-Efficient Large Language Model (LLM) Training and Fine-Tuning via Gradient Subspace Tracking
Sahar Rajabi · Sirisha Rambhatla
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Poster
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Fri 11:00
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PACE: Marrying generalization in PArameter-efficient fine-tuning with Consistency rEgularization
Yao Ni · Shan Zhang · Piotr Koniusz
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Workshop
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Navigating Parameter Space with Geodesic Interpolation: A New Approach to Efficient Fine-Tuning
Sophia Abraham
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Oral
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Thu 10:40
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HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning
Chunlin Tian · Zhan Shi · Zhijiang Guo · Li Li · Cheng-Zhong Xu
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Poster
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Thu 11:00
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HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning
Chunlin Tian · Zhan Shi · Zhijiang Guo · Li Li · Cheng-Zhong Xu
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