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News/Do We Need the Largest LLMs for Every Clinical Decision?
arxiv
PublishedOctober 21, 2026 at 4:00 AM

Do We Need the Largest LLMs for Every Clinical Decision?

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arXiv:2610.26937v1 Announce Type: new Abstract: Large clinical language models often require multi-GPU infrastructure, limiting local deployment. We introduce CERTA, a decision-level statistical certificate that determines when a quantized model may substitute for its native BF16 reference and escal

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