A scalable HPC retrieval-augmented generation pipeline using a YOLO/Texify parser (Oreo) and a contrastive plus late-interaction encoder fine-tuning method (ColTrast) achieves 90% on SciQ and up to 76% on PubMedQA.
Enhancing Scholarly Data
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HiPerRAG: High-Performance Retrieval Augmented Generation for Scientific Insights
A scalable HPC retrieval-augmented generation pipeline using a YOLO/Texify parser (Oreo) and a contrastive plus late-interaction encoder fine-tuning method (ColTrast) achieves 90% on SciQ and up to 76% on PubMedQA.