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DynBranch is proposed, which makes an unresolved branch addressable before it resolves, and its stable coordinate lets candidate subgraphs run during resolution and completed subgraph results be reused across later requests.
4-bit quantization enables efficient LLM inference, but suffers from significant accuracy degradation due to outliers. Prior work addresses this problem via data rotation or mixed-precision integer quantization, but often relies on software-managed scaling and frequent dequantization, incurring substantial overhead. Mi...
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