LoBaSS: Gauging Learnability in Supervised Fine-tuning Data.
Haotian ZhouTingkai LiuQianli MaJianbo YuanPengfei LiuYang YouHongxia YangPublished in: CoRR (2023)
Keyphrases
- fine tuning
- learning algorithm
- computer systems
- data sources
- data sets
- image data
- data collection
- database
- complex data
- data structure
- training data
- data analysis
- prior knowledge
- labeled data
- statistical methods
- data distribution
- high dimensional data
- data mining techniques
- general purpose
- high quality
- probability distribution
- input data
- data processing
- data model
- database systems
- end users
- synthetic data
- sensor data
- experimental data
- small number
- data quality
- uniform distribution