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cs.AI2025
Flexora: Flexible Low Rank Adaptation for Large Language Models
Chenxing Wei, Yao Shu, Ying Tiffany He +1
Large Language Models (LLMs) are driving advancements in artificial intelligence by increasing the scale of model parameters, which has significantly enhanced generalization abilit…
cs.AI2024
Localized Zeroth-Order Prompt Optimization
Wenyang Hu, Yao Shu, Zongmin Yu +5
The efficacy of large language models (LLMs) in understanding and generating natural language has aroused a wide interest in developing prompt-based methods to harness the power of…