The International Conference for High Performance Computing, Networking, Storage, and Analysis
The International Conference for High Performance Computing, Networking, Storage, and Analysis
Workshop: EduHPC-25: Workshop on Education for High Performance Computing
Authors: Guy Tel-Zur (Ben-Gurion University of the Negev)
Abstract: This project addresses a critical pedagogical need: offering students continuous, on-demand academic assistance beyond conventional reception hours. We present a domain-specific Retrieval-Augmented Generation (RAG) system powered by a quantized Mistral-7B Instruct model and deployed as a Telegram bot. The assistant enhances learning by delivering real-time, personalized responses aligned with the "Introduction to Parallel Processing" course materials [1]. GPU acceleration significantly improves inference latency, enabling practical deployment on consumer hardware.
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