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bart-medical-discharge-summarizer
asadwaraich/bart-medical-discharge-summarizer
bart-medical-discharge-summarizer is a summarization model from asadwaraich. Use it when you need a shorter version of a longer text. The card lists the license as apache-2.0.
Fine-tuned BART-large-CNN on MIMIC III dataset optimized for medical discharge summary simplification with smart extraction preprocessing.
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At a glance
- Task
- Summarization
- License
- apache-2.0
- Model type
- bart
- Access
- Public
- Created
- Dec 8, 2025
- Updated
- Dec 8, 2025
- SHA
- 0a1f8355
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Model card
From the Hugging Face model README
Fine-tuned BART for Medical Discharge Summarization
Model Description
Fine-tuned BART-large-CNN on MIMIC III dataset optimized for medical discharge summary simplification with smart extraction preprocessing.
Training Configuration
- Base Model: facebook/bart-large-cnn
- Optimization: Smart extraction (150 tokens max)
- Pipeline: Smart Extract → BART → RAG → Gemini
- Task
- Summarization
- Type
- bart
- License
- apache-2.0
- Languages
- en
- Created
- Dec 8, 2025
- Updated
- Dec 8, 2025