Hardware-Agnostic Models in vLLM

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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 care about out-of-tree accelerators, older GPUs, or more exotic models. To address this, we are introducing a new set of “HW agnostic” layers in vLLM. These layers will ensure vLLM can continue to move at t…

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