Modelpublic

SandunR/hyde-sciFive-cardiology-generator

sourceHugging Faceapache-2.0updated 9mo agoView on Hugging Face

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Model Card

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: