Medical Chatbot Model
This model is a fine-tuned version of KLUE BERT base for medical symptom classification.
Model description
The model uses KLUE BERT base architecture fine-tuned on a custom medical dataset. It performs classification for various diseases and provides treatment recommendations.
Input Format
{
"text": "๋ํต์ด ์ฌํ๊ณ ๋ฉ์ค๊บผ์์"
}
Output Format
{
"label": "ํธ๋ํต",
"score": 0.95
}
Training procedure
- Epochs: 5
- Batch size: 8
- Learning rate: 2e-5
- Maximum sequence length: 128
Limitations and bias
This model should be used for reference only and not as a substitute for professional medical advice.
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Evaluation results
- Validation Accuracyself-reported0.950