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News/Runtime-Certified Bounded-Error Quantized Attention
arxiv
PublishedMay 22, 2026 at 4:00 AM
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Runtime-Certified Bounded-Error Quantized Attention

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arXiv:2605.20868v1 Announce Type: cross Abstract: KV cache quantization reduces the memory cost of long-context LLM inference, but introduces approximation error that is typically validated only empirically. Existing systems rely on average-case robustness, with no mechanism to detect or recover fro

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