Sample Design Engineering: An Empirical Study of What Makes Good Downstream Fine-Tuning Samples for LLMs.
Biyang GuoHe WangWenyilin XiaoHong ChenZhuxin LeeSongqiao HanHailiang HuangPublished in: CoRR (2024)
Keyphrases
- fine tuning
- engineering design
- design process
- artificial intelligence
- small sample
- fine tune
- user interface
- data sets
- optimum design
- sample set
- mechanical engineering
- design decisions
- knowledge based systems
- case study
- neural network
- quality function deployment
- sample selection
- viable alternative
- systems engineering
- design methodology
- design principles
- building blocks