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hyde-sciFive-cardiology-generator
SandunR/hyde-sciFive-cardiology-generator
hyde-sciFive-cardiology-generator is a question answering model from SandunR. Use it when the input is a question plus a passage. The card lists the license as apache-2.0.
This model is a fine-tuned version of razent/SciFive-base-PubmedPMC for Hypothetical Document Generation (HyDE) in biomedical Retrieval-Augmented Generation (RAG) systems.
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At a glance
- Task
- Question Answering
- License
- apache-2.0
- Model type
- t5
- Access
- Public
- Created
- Dec 22, 2025
- Updated
- Dec 22, 2025
- SHA
- bd98c256
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Datasets
Model card
From the Hugging Face model README
SciFive HyDE Generator (Cardiology Fine Tuned)
Model Description
This model is a fine-tuned version of razent/SciFive-base-Pubmed_PMC for Hypothetical Document Generation (HyDE) in biomedical Retrieval-Augmented Generation (RAG) systems.
The model generates domain-specific hypothetical documents from user queries to improve dense retrieval performance and reduce hallucinations.
Training Data
- Dataset: MIRIAD medical QA dataset
- Specialties:
- Cardiology
- Cardiothoracic Surgery
- Vascular Surgery
- ~15,000 question–answer pairs
Training Objective
Sequence-to-sequence generation:
- Task
- Question Answering
- Type
- t5
- License
- apache-2.0
- Languages
- en
- Created
- Dec 22, 2025
- Updated
- Dec 22, 2025