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vllm_blog · Aug 23, 2026 · news

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Exploring Speculative Decoding in vLLM on AMD GPUs

vllm.aiAug 23, 2026
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In brief

A practical guide to speculative decoding in vLLM on AMD GPUs, covering draft-and-verify mechanics, MTP, EAGLE-3, DFlash, DSpark, configuration, tuning, and benchmark results.

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Speculative Decoding — open the evidence trace →

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Exploring Speculative Decoding in vLLM on AMD GPUs

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DARTree: Speculative Diffusion Decoding with Autoregressive Draft Trees