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Backdoor Mitigation in Decentralized LLM Fine-Tuning

Biswas, Sayan et al.
arXiv (All) · Papers
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cryptography-and-securitymachine-learning
Decentralized large language model (LLM) fine-tuning lets organizations collaboratively train a shared LLM on data they cannot pool, without a central coordinator. In every round, each node exchanges a trainable adapter with its neighbors over a communication graph, and then aggregates them. This se
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