LoRA-Switch: Boosting the Efficiency of Dynamic LLM Adapters via System-Algorithm Co-design.
Rui KongQiyang LiXinyu FangQingtian FengQingfeng HeYazhu DongWeijun WangYuanchun LiLinghe KongYunxin LiuPublished in: CoRR (2024)
Keyphrases
- learning algorithm
- preprocessing
- computational complexity
- computational efficiency
- dynamic programming
- high accuracy
- detection algorithm
- cost function
- high efficiency
- matching algorithm
- optimization algorithm
- simulated annealing
- probabilistic model
- objective function
- np hard
- convergence rate
- optimal solution
- genetic algorithm
- computational cost
- dynamic environments
- segmentation algorithm
- similarity measure
- decision making
- recognition algorithm
- highly efficient
- agent technology
- boosting framework