RouteLLM: Learning to Route LLMs with Preference Data.
Isaac OngAmjad AlmahairiVincent WuWei-Lin ChiangTianhao WuJoseph E. GonzalezM. Waleed KadousIon StoicaPublished in: CoRR (2024)
Keyphrases
- prior knowledge
- data sets
- learning algorithm
- synthetic data
- training data
- data collection
- learning systems
- small number
- data mining
- knowledge acquisition
- data points
- image data
- high dimensional data
- bayesian methods
- background knowledge
- sensor data
- experimental data
- human experts
- noisy data
- database
- data processing
- knowledge discovery
- learning process
- data analysis
- training examples
- data mining techniques
- probability distribution
- spatial data
- reinforcement learning
- database systems