FedBiOT: LLM Local Fine-tuning in Federated Learning without Full Model.
Feijie WuZitao LiYaliang LiBolin DingJing GaoPublished in: CoRR (2024)
Keyphrases
- fine tuning
- learning scheme
- learning models
- theoretical framework
- computational model
- conceptual model
- prior knowledge
- statistical model
- mathematical model
- learning algorithm
- learning tasks
- reinforcement learning
- learning process
- artificial neural networks
- connectionist networks
- neural network
- learning mechanism
- hidden variables
- objective function
- neural nets
- formal model
- general purpose
- data model
- cost function
- probability distribution
- management system
- parameter estimation
- theoretical analysis