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Disentangling Task Conflicts in Multi-Task LoRA via Orthogonal Gradient Projection
Multi-Task Learning (MTL) combined with Low-Rank Adaptation (LoRA) has emerged as a promising direction for parameter-efficient deployment of Large Language Models (LLMs).
Disentangling Task Conflicts in Multi-Task LoRA via Orthogonal Gradient Projection
TLDR
Multi-Task Learning (MTL) combined with Low-Rank Adaptation (LoRA) has emerged as a promising direction for parameter-efficient deployment of Large Language Models (LLMs).