sarus-tech/medical_dirichlet_phi3

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license: apache-2.0
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This dataset was generated using: https://github.com/sarus-tech/dp-llm-ft .

Patients, diseases, symptoms lists, treatments are all generated using a local Phi 3.5 (`microsoft/Phi-3.5-mini-instruct`).

The diseases are sampled independently for each patient, using a discrete distribution of diseases sampled from a [Dirichlet distribution](https://en.wikipedia.org/wiki/Dirichlet_distribution).

许可证：Apache-2.0

本数据集基于以下工具生成：https://github.com/sarus-tech/dp-llm-ft。

患者信息、疾病名称、症状列表以及治疗方案均基于本地部署的Phi 3.5（`microsoft/Phi-3.5-mini-instruct`）模型生成。

针对每位患者，我们先从狄利克雷分布（Dirichlet distribution）中采样得到疾病的离散分布，再基于该分布为每位患者独立采样疾病类型。