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20242026
most citedLUT-LLM: Efficient Large Language Model Inference with Memory-based Computations on FPGAs

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cs.LG2026

Controlled LLM Training on Spectral Sphere

Tian Xie, Haoming Luo, Haoyu Tang +9

Scaling large models requires optimization strategies that ensure rapid convergence grounded in stability. Maximal Update Parametrization (P) provides a theoretical s…