raFLoRA prevents rank collapse in heterogeneous FedLoRA via rank-partitioned aggregation weighted by effective client contributions.
SLoRA: Fed- erated parameter efficient fine-tuning of language models
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Preventing Rank Collapse in Federated Low-Rank Adaptation with Client Heterogeneity
raFLoRA prevents rank collapse in heterogeneous FedLoRA via rank-partitioned aggregation weighted by effective client contributions.