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Villanova University
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PolySim achieves up to 10.3% better retrieval accuracy than traditional deterministic methods by transforming probabilistic embeddings into a fully deterministic framework suitable for edge devices.
Finally, a way to make Retrieval-Augmented Generation (RAG) on edge devices practical: CQ-CiM jointly compresses and quantizes embeddings to fit the constraints of diverse Compute-in-Memory (CiM) architectures.