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Ecole Polytechnique Fédérale de Lausanne
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Forget slow PCIe transfers: HAVEN's high-bandwidth flash-augmented GPU architecture delivers up to 40x faster nearest neighbor search for RAG.
SigmaQuant offers an efficient alternative to brute-force search for heterogeneous quantization, adapting to diverse edge hardware constraints without sacrificing accuracy.