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

# Taiwan-inquiry_7B_v1.0

<!-- Provide a quick summary of what the model is/does. -->


"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

<!-- Provide a longer summary of what this model is. -->

- **Developed by:** [Joseph (Chen-Wei) Li](https://www.linkedin.com/in/joseph-li-3a453b231/), 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](https://huggingface.co/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。

![image/png](https://cdn-uploads.huggingface.co/production/uploads/65c07d1b2357c1bded7a92fa/W7xiQSaAAhhB82YDQNT4C.png)

![image/png](https://cdn-uploads.huggingface.co/production/uploads/65c07d1b2357c1bded7a92fa/Ioqur98KTfp-A_bS5CoCb.png)

![image/png](https://cdn-uploads.huggingface.co/production/uploads/65c07d1b2357c1bded7a92fa/-cCWagK7fqN49QtJA5owc.png)