Task-Specific Directions: Definition, Exploration, and Utilization in Parameter Efficient Fine-Tuning
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Large language models demonstrate impressive performance on downstream tasks, yet requiring extensive resource consumption when fully fine-tuning all parameters. To mitigate this, Parameter Efficient Fine-Tuning (PEFT) strategies, such as LoRA, have been devel... ...
