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Linux Foundation13 min read

Building a High-Performance and Portable vLLM Linear Backend with Helion

TL;DR We integrated Helion into vLLM’s linear backend to explore how an autotuned, high-level kernel DSL can improve LLM inference performance while reducing kernel implementation complexity. A single Helion general...

By Sean Chen (Red Hat) and Shangdi Yu (PyTorch, Meta Platforms)PyTorch Blog
Building a High-Performance and Portable vLLM Linear Backend with Helion

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Originally published by PyTorch Blog on Oct 2, 2026.

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