Balancing Specialized and General Skills in LLMs: The Impact of Modern Tuning and Data Strategy.
Zheng ZhangChen ZhengDa TangKe SunYukun MaYingtong BuXun ZhouLiang ZhaoPublished in: CoRR (2023)
Keyphrases
- database
- data sets
- data collection
- data sources
- data processing
- training data
- data quality
- data points
- image data
- complex data
- raw data
- data distribution
- application domains
- data mining algorithms
- sensor data
- synthetic data
- neural network
- input data
- special case
- prior knowledge
- high quality
- attribute values
- small number
- knowledge discovery
- original data
- experimental data
- information retrieval
- noisy data
- association rules
- missing values
- data acquisition
- collaborative learning
- missing data
- statistical analysis