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An evidenced based approach to reduce hallucinations in medical LLMs.

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Reducing Medical LLM Hallucinations: An Evidence-Based Approach

  • Model: Medalpaca - 13B
  • Dataset: PubmedQA
  • Hallucination Tester: SelfCheckGPT
  • Test Hallucination % with nothing, fine-tuning, system prompting, and fine-tuning + system prompting

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An evidenced based approach to reduce hallucinations in medical LLMs.

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  • Jupyter Notebook 93.3%
  • Python 6.7%