---
language:
- hi
- en
tags:
- medical
- india
- text2text-generation
- reportraahat
datasets:
- ekacare/clinical_note_generation_dataset
---

# ReportRaahat Medical Simplifier

Fine-tuned `google/flan-t5-small` on EkaCare's Indian clinical note generation dataset.

**Task**: Takes a raw medical finding (test name, value, status) and outputs a 
layman Hindi or English explanation a patient can understand.

## Usage
```python
from transformers import pipeline
pipe = pipeline('text2text-generation', model='CaffeinatedCoding/reportraahat-simplifier')
result = pipe('simplify medical finding: Hemoglobin 9.2 g/dL LOW')
print(result[0]['generated_text'])
```

## Part of ReportRaahat
Built for HackerzStreet 4.0 @ Manipal University Jaipur.
Paired with a FAISS RAG layer over NidaanKosha 100K Indian lab readings.