SMART: Submodular Data Mixture Strategy for Instruction Tuning.
H. S. V. N. S. Kowndinya RenduchintalaSumit BhatiaGanesh RamakrishnanPublished in: CoRR (2024)
Keyphrases
- data sets
- input data
- experimental data
- sensor data
- high quality
- data structure
- data mining techniques
- data quality
- database
- original data
- raw data
- missing values
- computer systems
- training data
- data mining
- small number
- image data
- knowledge discovery
- data collection
- data analysis
- mixture model
- high dimensional data
- synthetic data
- multimedia
- metadata
- social networks
- databases