Guardrail erosion in domain fine-tuned large language models; a paired audit of knowledge-centric abstention in biomedical LLMs
Read the original at arxiv.org→arXiv:2611.08780v1 Announce Type: new Abstract: The number of domain fine-tuned models, particularly in the biomedical domain, is rapidly expanding. Fine-tuning promises high-performing models at a fraction of the...
Original headline: "Guardrail Erosion in Domain Fine-Tuned Large Language Models: A Paired Audit of Knowledge-Centric Abstention in Biomedical LLMs"
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- Nov 9, 05:00 UTC arXiv cs.CL lead source Guardrail Erosion in Domain Fine-Tuned Large Language Models: A Paired Audit of Knowledge-Centric Abstention in Biomedical LLMs