sarus-tech/medical_dirichlet_phi3
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资源简介:
--- license: apache-2.0 --- 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。
提供机构:
sarus-tech


