Beyond Full Fine-tuning: Harnessing the Power of LoRA for Multi-Task Instruction Tuning.
Chunlei XinYaojie LuHongyu LinShuheng ZhouHuijia ZhuWeiqiang WangZhongyi LiuXianpei HanLe SunPublished in: LREC/COLING (2024)
Keyphrases
- fine tuning
- multi task
- multi task learning
- agent technology
- fine tune
- learning tasks
- multiple tasks
- multitask learning
- multi class
- learning problems
- sparse learning
- transfer learning
- feature selection
- fine tuned
- gaussian processes
- information gain
- software agents
- information retrieval
- machine learning
- high order
- data sets
- intelligent agents
- electronic commerce
- denoising
- decision trees
- elastic net