EcoLoRA: Communication-Efficient Federated Fine-Tuning of Large Language Models

Documenti analoghi

• HLoRA: Efficient Federated Learning System for LLM Heterogeneous Fine-Tuning
  di: Liu, Qianli, et al.
  Pubblicazione: (2025)
• FedQuad: Adaptive Layer-wise LoRA Deployment and Activation Quantization for Federated Fine-Tuning
  di: Li, Rukuo, et al.
  Pubblicazione: (2025)
• Fed-pilot: Optimizing LoRA Allocation for Efficient Federated Fine-Tuning with Heterogeneous Clients
  di: Zhang, Zikai, et al.
  Pubblicazione: (2024)
• Fed-HeLLo: Efficient Federated Foundation Model Fine-Tuning with Heterogeneous LoRA Allocation
  di: Zhang, Zikai, et al.
  Pubblicazione: (2025)
• SHE-LoRA: Selective Homomorphic Encryption for Federated Tuning with Heterogeneous LoRA
  di: Liu, Jianmin, et al.
  Pubblicazione: (2025)