Yimin Tian

Adapters Selector: Cross-domains and Multi-tasks LoRA Modules Integration Usage Method

Parameter-Efficient Fine-Tuning (PEFT) adapts large language models (LLMs) to specific domains by updating only a small portion of the parameters. Although fine-tuning on a single task within a specific domain has demonstrated promising results, there remains limited exploration on how to effectivel…