IFCLoRA allocates LoRA ranks before fine-tuning using information-flow centrality from a calibration-set interaction graph, improving GSM8K by 1.36–1.82 points over LoRA at low ranks.
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IFCLoRA: Topology-Aware Rank Allocation for Parameter-Efficient Fine-Tuning
IFCLoRA allocates LoRA ranks before fine-tuning using information-flow centrality from a calibration-set interaction graph, improving GSM8K by 1.36–1.82 points over LoRA at low ranks.