Datasets:
Commit ·
c8495d8
1
Parent(s): 5e39a5a
Update README.md
Browse files
README.md
CHANGED
|
@@ -36,3 +36,30 @@ tags:
|
|
| 36 |
- biology
|
| 37 |
- medical
|
| 38 |
---
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 36 |
- biology
|
| 37 |
- medical
|
| 38 |
---
|
| 39 |
+
|
| 40 |
+
### Dataset
|
| 41 |
+
This is an edited and tokenized version of the MedQuad-MedicalQnADataset dataset by keivalya.
|
| 42 |
+
The original dataset contains 16K+ questions and answers between patient and doctor, which have been converted into a full prompt to train BioGPT by Microsoft.
|
| 43 |
+
|
| 44 |
+
##### Tokenizer used
|
| 45 |
+
microsoft/BioGPT-Large (BPE tokenizer)
|
| 46 |
+
|
| 47 |
+
|
| 48 |
+
### Full prompt
|
| 49 |
+
|
| 50 |
+
```py
|
| 51 |
+
prompt = f"""You are a helpful AI Doctor who answers medical questions. Below is a question from a patient. Your task is to answer the questions as truthfully as you can.
|
| 52 |
+
|
| 53 |
+
### Patient:
|
| 54 |
+
{sample['Question']}
|
| 55 |
+
|
| 56 |
+
### Doctor:
|
| 57 |
+
{sample['Answer']}"""
|
| 58 |
+
```
|
| 59 |
+
|
| 60 |
+
### Notes
|
| 61 |
+
Since bioGPT has a max input of 1024, the full prompt was truncated to stay below this limit.
|
| 62 |
+
The truncation strategy I used made sure that only full sentences were produced.
|
| 63 |
+
|
| 64 |
+
Please note that this dataset is for research/testing only, it should not be used in a real setting or used to give medical adice to people.
|
| 65 |
+
|