Tag: Adapter Aggregation

All the papers with the tag "Adapter Aggregation".

• HSplitLoRA: A Heterogeneous Split Parameter-Efficient Fine-Tuning Framework for Large Language Models

  grok-3-latest

  Score: 0.77

  Published:2025年5月5日 at  at 17:09

  #LLM, #Parameter Efficient Tuning, #Split Learning, #Heterogeneous Computing, #Adapter Aggregation

  HSplitLoRA 提出了一种异构参数高效微调框架，通过分割学习和 LoRA 技术结合，动态调整资源配置和无噪声适配器聚合，显著提升了大型语言模型在资源受限异构环境下的微调效率和性能。