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University of Electronic Science and Technology of China
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Latent communication between LLMs was largely an illusion of interface shortcutting until Draft-KV, which routes genuine drafting KV caches to let a frozen 0.5B model leap from 37% to 78% MMLU-Redux accuracy by tapping an 8B model's latent thoughts.
MedPixel achieves state-of-the-art performance in medical image reasoning by seamlessly integrating pixel-level grounding with clinical language understanding.
