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Fast Polynomial Transcendentals for LLMs

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2026-10-02,arXiv Machine Learning Theory 发表一手研究,提出用短多项式程序替代 LLM 中的 sigmoid、tanh、SiLU 等 SFU 操作,并在 FP16 与 BF16 下测试 L2 与 HBM 工作集。

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Oct 2, 2026
  1. arXiv · Machine Learning Theory
    Fast Polynomial Transcendentals for LLMs

    summary_zh: 研究用短多项式程序替代 LLM 中的 sigmoid、tanh、SiLU 等 SFU 操作,在 FP16 和 BF16 下测试 L2 与 HBM 工作集。

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