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T5-medical_Symptom-Diagnoses
Saurav-exe/T5-medical_Symptom-Diagnoses
T5-medical_Symptom-Diagnoses is a machine learning model from Saurav-exe. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
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Public
Updated Apr 8, 2025
Repo size
3.2 MB
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1
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.json2.4 MB · 44%
At a glance
- Access
- Public
- Created
- Apr 8, 2025
- Updated
- Apr 8, 2025
- SHA
- 106231f1
Model card
From the Hugging Face model README
🧠 T5-Medico Chatbot: Drug Recommendation from Symptoms
📌 Overview
T5-Medico Chatbot is a lightweight, fine-tuned T5-small model designed to perform drug recommendation based on input symptoms, optimized using LoRA (Low-Rank Adaptation) for efficient training on limited compute (Google Colab).
It is trained on a structured subset of the MIMIC-IV dataset, containing symptom-diagnosis-drug mappings, and intended for educational and prototyping use only.
🎯 Use Case
The model converts a natural language list of symptoms into a potential drug recommendation using medical knowledge extracted from the dataset.
🔍 Input:
symptoms: headache, nausea, blurred vision
- Created
- Apr 8, 2025
- Updated
- Apr 8, 2025