FedLoVA: value-only aggregation for federated LoRA fine-tuning of large language models
Read the original at arxiv.org→arXiv:2611.10248v1 Announce Type: new Abstract: Low-Rank Adaptation (LoRA) is a popular parameter-efficient fine-tuning (PEFT) method for fine-tuning of large language models (LLMs), especially in federated...
Original headline: "FedLoVA: Value-Only Aggregation for Federated LoRA Fine-Tuning of Large Language Models"
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- Nov 10, 05:00 UTC arXiv cs.LG lead source FedLoVA: Value-Only Aggregation for Federated LoRA Fine-Tuning of Large Language Models