metadata

license: apache-2.0
language:
  - zh
library_name: transformers
pipeline_tag: text-generation
tags:
  - 'Doctor_consultation '
  - Taiwan
  - fine-tuning

Taiwan-inquiry_7B_v1.0

"The model was generated from Taiwan-LLM-7B-v2.1-chat model, using a dataset comprising 614 real dialogues from National Cheng Kung University Hospital and an additional 101 synthetic dialogues, the topics referenced from OSCE (臨床技能測驗) sample questions in Taiwan,generated by GPT-3.5 and Geminio-Pro."

Model Details

Model Description

Developed by: Joseph (Chen-Wei) Li, researcher assistant from National Taiwan University Hospital.
Model type: A 7B parameter GPT-like model fine-tuned on a combination of private and synthetic dialogue datasets..
Language(s) (NLP): Traditional Chinese (zh-tw)
Finetuned from model : yentinglin/Taiwan-LLM-7B-v2.1-chat

Usage of the model

The user can take on the role of a doctor, and the model can engage in conversation with you as if it were a patient. You can provide the model with a brief patient background in the system prompt, and the model will respond based on that prompt.

Example

prompt: 一名55歲男性抱怨腰痛和下肢無力，請進行脊椎和神經系統檢查。