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vLLM-TorchTPU brings native PyTorch serving to TPUs

What happened

vLLM announces native PyTorch serving on TPUs through vLLM-TorchTPU, built with Google and inferact, with prefix caching, speculative decoding, and disaggregated serving. In the quoted post, Google Cloud announces that TorchTPU is officially open source and supports training and serving with familiar tools.

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Why it matters

Support for prefix caching, speculative decoding, and disaggregated serving gives readers concrete features to consider when assessing vLLM’s native PyTorch serving on TPUs.

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