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PyTorch9 min read

Hardware-Agnostic Models in vLLM

TL;DR To achieve state-of-the-art performance at the frontier, vLLM is changing its internal implementation in ways that make it incompatible with fullgraph torch.compile. This may have consequences for users who...

By Thomas Parnell (IBM), Thomas Ortner (IBM), Richard Zou (Meta), Harry Mellor (Hugging Face)PyTorch Blog
Hardware-Agnostic Models in vLLM

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Originally published by PyTorch Blog on Sep 22, 2026.

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