Raw SignalOct 12, 20261 min read1 source

What is Speculative Decoding? (70 minute read)

In one minute

AstraBlog published a long technical explainer by Aleksandr Samarin on speculative decoding, framing it as a response to memory-bound autoregressive generation.

It explains how a drafter proposes multiple tokens for a target model to verify in one pass, and how acceptance rules preserve the target distribution during sampling. The article also surveys attached drafters including EAGLE-3, multi-token prediction, DFlash, and DSpark. It presents a conceptual and architectural account, not a new benchmark or a claim that every deployment will see a particular speedup.

Evidence / sources

  1. 1astralord.github.io/posts/speculative-decoding-the-art-of-guessing-well
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