C. Santoni

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Architecture Design (Transformers, SSMs, MoE) (1)Inference & Quantization (1)Open-Source Models & Weights (1)

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Cosmo Santoni (1)

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Mar 10, 2026

C. Santoni +16d ago

Compiler-First State Space Duality and Portable $O(1)$ Autoregressive Caching for Inference

Mamba-2's efficiency doesn't require custom CUDA kernels: XLA's compiler optimizations are enough to unlock near-optimal performance across diverse hardware.

C. Santoni, Cosmo Santoni

Architecture Design (Transformers, SSMs, MoE)Inference & Quantization Open-Source Models & Weights

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C. Santoni

Publication activitypapers/week, last 8 weeks

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Papers (1)