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Helion, a PyTorch-native kernel DSL, powers a vLLM linear backend with per-shape autotuning. On Hopper, tuning plus hybrid dispatch beat vLLM’s default CUTLASS and DeepGEMM backends. https://pytorch.org/blog/building-a-high-performance-and-portable-vllm-linear-backend-with-helion/