When Scaling Meets LLM Finetuning: The Effect of Data, Model and Finetuning Method.
Biao ZhangZhongtao LiuColin CherryOrhan FiratPublished in: ICLR (2024)
Keyphrases
- data model
- synthetic data
- high accuracy
- experimental evaluation
- computational cost
- database
- neural network
- high precision
- mathematical model
- preprocessing
- detection method
- main contribution
- computationally efficient
- significant improvement
- cost function
- fully automatic
- support vector machine
- prior knowledge
- pairwise
- high resolution
- model selection
- artificial neural networks
- relational databases
- error rate
- segmentation method
- computational complexity
- classification method
- image processing
- data sets